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https://openalex.org/W4378807236
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https://aacr.figshare.com/articles/journal_contribution/Figure_S3_from_Targeting_fatty_acid_reprogramming_suppresses_CARM1-expressing_ovarian_cancer/23269428/1/files/41013192.pdf
|
English
| null |
Figure S3 from Targeting fatty acid reprogramming suppresses CARM1-expressing ovarian cancer
| null | 2,023
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cc-by
| 927
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Supplementary Figure 3. CARM1 reprograms lipid metabolism.
A, The ratio between palmitic acid (16:0) and palmitoleic acid (16:1) in different lipid species
determined by lipid profiling in control and CARM1 knockout A1847 cells.
B, The levels of different lipid species determined by lipid profiling in control or CARM1
knockout A1847 cells.
PC: Phosphatidylcholine; PE: phosphatidylethanolamine; PI: Phosphatidylinositol; PS:
Phosphatidylserine; PG: Phosphatidylglycerol; LPC: Lysophosphatidylcholine; PA: Phosphatidic
acid; LPE: lysophosphatidylethanolamine; LPS: Lysophosphastidylserine; LPI:
A
B
Lombardi et al Figure S3
Relative Peak Area
PC
PE
PI
PS
PG
LPC
PA
LPE
LPS
LPI
LPA
DG
ChE
TG
0.0
1.0
3.0
2.0
P = 0.02
P = 0.0008
P = 0.02
P = 0.02
P = 0.002
P = 0.006
P = 3.27e-05
P = 0.0005
P = 0.004
P = 0.04
control
KO
Relative 16:1/16:0 ratio
PC
PE
PI
PS
PG
LPC
PA
LPE
LPS
LPI
LPA
DG
ChE
TG
0.0
2.0
4.0
P = 0.003
P = 0.03
P = 1.84e-06
P = 0.01
P = 0.008
P = 0.002
control
KO Supplementary Figure 3. CARM1 reprograms lipid metabolism. A, The ratio between palmitic acid (16:0) and palmitoleic acid (16:1) in different lipid species
determined by lipid profiling in control and CARM1 knockout A1847 cells. B, The levels of different lipid species determined by lipid profiling in control or CARM1
knockout A1847 cells. PC: Phosphatidylcholine; PE: phosphatidylethanolamine; PI: Phosphatidylinositol; PS:
Phosphatidylserine; PG: Phosphatidylglycerol; LPC: Lysophosphatidylcholine; PA: Phosphatidic
acid; LPE: lysophosphatidylethanolamine; LPS: Lysophosphastidylserine; LPI:
A
B
Lombardi et al Figure S3
Relative Peak Area
PC
PE
PI
PS
PG
LPC
PA
LPE
LPS
LPI
LPA
DG
ChE
TG
0.0
1.0
3.0
2.0
P = 0.02
P = 0.0008
P = 0.02
P = 0.02
P = 0.002
P = 0.006
P = 3.27e-05
P = 0.0005
P = 0.004
P = 0.04
control
KO
Relative 16:1/16:0 ratio
PC
PE
PI
PS
PG
LPC
PA
LPE
LPS
LPI
LPA
DG
ChE
TG
0.0
2.0
4.0
P = 0.003
P = 0.03
P = 1.84e-06
P = 0.01
P = 0.008
P = 0.002
control
KO Lombardi et al Figure S3 A
Lombardi et al Figure S3
Relative 16:1/16:0 ratio
PC
PE
PI
PS
PG
LPC
PA
LPE
LPS
LPI
LPA
DG
ChE
TG
0.0
2.0
4.0
P = 0.003
P = 0.03
P = 1.84e-06
P = 0.01
P = 0.008
P = 0.002
control
KO A B
Relative Peak Area
PC
PE
PI
PS
PG
LPC
PA
LPE
LPS
LPI
LPA
DG
ChE
TG
0.0
1.0
3.0
2.0
P = 0.02
P = 0.0008
P = 0.02
P = 0.02
P = 0.002
P = 0.006
P = 3.27e-05
P = 0.0005
P = 0.004
P = 0.04
control
KO B Supplementary Figure 3. CARM1 reprograms lipid metabolism. Supplementary Figure 3. CARM1 reprograms lipid metabolism. A, The ratio between palmitic acid (16:0) and palmitoleic acid (16:1) in different lipid species
determined by lipid profiling in control and CARM1 knockout A1847 cells. B, The levels of different lipid species determined by lipid profiling in control or CARM1
knockout A1847 cells. PC: Phosphatidylcholine; PE: phosphatidylethanolamine; PI: Phosphatidylinositol; PS:
Phosphatidylserine; PG: Phosphatidylglycerol; LPC: Lysophosphatidylcholine; PA: Phosphatidi Supplementary Figure 3. CARM1 reprograms lipid metabolism. A, The ratio between palmitic acid (16:0) and palmitoleic acid (16:1) in different lipid species
determined by lipid profiling in control and CARM1 knockout A1847 cells. P value was calculated using a two-tailed Student t test. Data represent mean ± SE
biologically independent experiments. Supplementary Figure 3. CARM1 reprograms lipid metabolism.
A, The ratio between palmitic acid (16:0) and palmitoleic acid (16:1) in different lipid species
determined by lipid profiling in control and CARM1 knockout A1847 cells.
B, The levels of different lipid species determined by lipid profiling in control or CARM1
knockout A1847 cells.
PC: Phosphatidylcholine; PE: phosphatidylethanolamine; PI: Phosphatidylinositol; PS:
Phosphatidylserine; PG: Phosphatidylglycerol; LPC: Lysophosphatidylcholine; PA: Phosphatidic
acid; LPE: lysophosphatidylethanolamine; LPS: Lysophosphastidylserine; LPI:
A
B
Lombardi et al Figure S3
Relative Peak Area
PC
PE
PI
PS
PG
LPC
PA
LPE
LPS
LPI
LPA
DG
ChE
TG
0.0
1.0
3.0
2.0
P = 0.02
P = 0.0008
P = 0.02
P = 0.02
P = 0.002
P = 0.006
P = 3.27e-05
P = 0.0005
P = 0.004
P = 0.04
control
KO
Relative 16:1/16:0 ratio
PC
PE
PI
PS
PG
LPC
PA
LPE
LPS
LPI
LPA
DG
ChE
TG
0.0
2.0
4.0
P = 0.003
P = 0.03
P = 1.84e-06
P = 0.01
P = 0.008
P = 0.002
control
KO B, The levels of different lipid species determined by lipid profiling in control or CARM1
knockout A1847 cells. PC: Phosphatidylcholine; PE: phosphatidylethanolamine; PI: Phosphatidylinositol; PS:
Phosphatidylserine; PG: Phosphatidylglycerol; LPC: Lysophosphatidylcholine; PA: Phosphatidic
acid; LPE: lysophosphatidylethanolamine; LPS: Lysophosphastidylserine; LPI:
Lysophosphatidylinositol; LPA: Lysophosphatidic acid; DG: Diglyceride; ChE: cholesterol ester;
TG: Triglyceride. P value was calculated using a two-tailed Student t test. Data represent mean ± SEM, n = 3
biologically independent experiments. ,
p
(
)
p
(
)
p
p
determined by lipid profiling in control and CARM1 knockout A1847 cells. B, The levels of different lipid species determined by lipid profiling in control or CARM1
knockout A1847 cells. PC: Phosphatidylcholine; PE: phosphatidylethanolamine; PI: Phosphatidylinositol; PS:
Phosphatidylserine; PG: Phosphatidylglycerol; LPC: Lysophosphatidylcholine; PA: Phosphatidic
acid; LPE: lysophosphatidylethanolamine; LPS: Lysophosphastidylserine; LPI:
Lysophosphatidylinositol; LPA: Lysophosphatidic acid; DG: Diglyceride; ChE: cholesterol ester;
TG: Triglyceride. P
l
l
l t d
i
t
t il d St d
t t t
t D t
t
SEM
3 g y
P value was calculated using a two-tailed Student t test. Data represent mean ± SEM, n = 3
biologically independent experiments.
|
https://openalex.org/W4385699440
|
https://rrtjournal.biomedcentral.com/counter/pdf/10.1186/s41100-023-00494-z
|
English
| null |
Alactic base excess predicts the use of renal replacement therapy in patients with septic shock
|
Renal replacement therapy
| 2,023
|
cc-by
| 6,334
|
Abstract Background Alactic base excess (ABE) is a novel biomarker that estimates the renal capability of handling acid–base
alterations during the sepsis. Hence, the aim of this study was to evaluate the use of ABE to predict the renal replace-
ment therapy (RRT) in patients with septic shock. Methods A total of 164 patients admitted to the intensive care units with a diagnosis of septic shock according
to the third international consensus on sepsis and septic shock (Sepsis-3) were included. This study was retrospec-
tive, single center, and conducted between January 1, 2016, and December 31, 2020. The individuals were stratified
in patients who did [n = 68] or did not [n = 96] receive the RRT. The diagnostic performed of the variables for the clas-
sification into patients who required RRT was evaluated by receiver operating characteristic (ROC) analysis and area
under curve (AUC) was calculated. Univariate and multivariate logistic regression models were used to identify risk
factors for RRT. Results The median age of the patients was 59 years and female sex (51.8%) predominated. ABE (odds ratio [OR]
1.2270, [95% confidence interval [CI] 1.0453–1.4403], p = 0.0124) and urea (OR 1.0114, [95% CI 1.0053–1.0176],
p = 0.0002) were associated with risk of RRT. HCO3− (OR 0.6967, [95% CI 0.5771–0.8410], p = 0.0002) was a protective
factor of RRT. ABE (AUC = 0.649, p < 0.0008), HCO3− (AUC = 0.729, p < 0.0001), and urea (AUC = 0.76, p < 0.0001) had
a cutoff point of ≤ − 5.7 mmol/L, ≤ 19.36 mmol/L and > 75 mg/dL, respectively. Conclusion Although HCO3− is associated with low risk, ABE and urea are independent risk factors for RRT
in the patients with septic shock. Keywords Alactic base excess, Renal replacement therapy, Septic shock, Acute kidney injury Renal Replacement Therapy Renal Replacement Therapy Díaz et al. Renal Replacement Therapy (2023) 9:41
https://doi.org/10.1186/s41100-023-00494-z Open Access Introduction Nearly half of the patients admitted to the intensive care
unit (ICU) present acute kidney injury (AKI) [1], with
sepsis accounting for the majority of cases at just over
50% [2]. About 10% of the patients will require renal
replacement therapy (RRT) [3], although will increase up
to 50% when the AKI is related to sepsis [4]. The death
risk increases in parallel to the severity of AKI with an
OR 2.19 (stage 1), OR 3.88 (stage 2), OR 7.18 (stage 3),
and up to 80% of patients with RRT die. Seventy-five *Correspondence:
Karla Gabriela Peniche Moguel
gabrielapenichemd@gmail.com
1 Department of Critical Care Medicine, Centro Médico Nacional “Adolfo
Ruiz Cortínes”, Instituto Mexicano del Seguro Social, Unidad Médica de
Alta Especialidad Hospital de Especialidades No. 14, Avenida Cuauhtémoc
S/N Colonia Formando Hogar, C.P 91897 Veracruz, Mexico
2 Department of Department of Health Research, Centro Médico
Nacional, IMSS, Hospital de Especialidades No. 14, Veracruz, Mexico *Correspondence:
Karla Gabriela Peniche Moguel
gabrielapenichemd@gmail.com © The Author(s) 2023. 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://creativecom-
mons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. Alactic base excess predicts the use of renal
replacement therapy in patients with septic
shock Jesús S. Sánchez Díaz1, Karla Gabriela Peniche Moguel1*, Fabiola Buelna Gaxiola1, José M. Reyes Ruiz2,
Orlando R. Pérez Nieto1 and María V. Calyeca Sánchez1 Open Access T © The Author(s) 2023. 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://creativecom-
mons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. Díaz et al. Renal Replacement Therapy (2023) 9:41 Page 2 of 8 percent of patients receive continuous RRT and 25%
receive intermittent RRT [1, 5]. Of patients present-
ing AKI and receiving RRT, up to 15% will be dialysis
dependent, even after discharge from the hospital [6].hl December 31, 2020. The research protocol was approved
by the local Ethics and Research Committee R-2022-
3001-112 and the Federal Commission for the Protec-
tion from Sanitary Risks (COFEPRIS) 17 CI 30 193 067. The study consisted of reviewing the medical records of
patients who met the inclusion criteria. This was a non-
intervention study, so the informed consent present in
the medical records was that of admission to the ICU. The research was carried out based on the Strengthening
the Reporting of Observational Studies in Epidemiology
(STROBE) methodology for observational studies [11]. The hemodynamic status of the patient could influence
the RRT type we use; therefore, continuous renal replace-
ment therapy (CRRT) could be the best option in the
presence of instability. Therefore, the KDIGO (Kidney
Disease Improving Global Outcomes) guidelines recom-
mend CRRT for patients with hemodynamic instability
(Level of Evidence 2B) [7]. AKI requiring RRT is a life-
threatening problem, so time to intervention could influ-
ence outcomes. On the other hand, hydroelectrolytic
disturbances, acid–base imbalance, azo level, and amount
of uresis may be useful in deciding the start of RRT. Participant selection and objective Convenience sampling was performed, which included
the records of patients admitted to the ICU with a diag-
nosis of septic shock according to the third international
consensus on sepsis and septic shock (Sepsis-3) [12]. The inclusion criteria were: age > 18 years and diagnosis
of septic shock of any etiology. Patients with a history of
previous RRT (peritoneal dialysis, intermittent hemodi-
alysis, continuous renal replacement therapy), patients
with renal transplantation, restrictions for RRT, do not
resuscitate order, maximum therapeutic range (medical
practice based on the application of extraordinary and
disproportionate methods of life support in terminally ill
or irrecoverable patients) and patients with pregnancy or
puerperium were excluded. Patients with incomplete var-
iables in the record were eliminated. RRT was provided
at the discretion of the intensivist: TIMING OF INITIA-
TION: the clinical judgment guides CRRT initiation,
CRRT MODALITY: continuous venovenous hemodia-
filtration (CVVHDF) modality was used in all patients,
CRRT DOSE: effluent flow rate of 25 ml/kg/h, BLOOD
FLOW RATE: typical blood flow rates (150–250 ml/
min) do not affect hemodynamics, PATIENT FLUID
REMOVAL: avoid net ultrafiltration rates > 2 ml/kg/h,
ANTICOAGULATION: we used systemic anticoagula-
tion with unfractionated heparin, CRRT SOLUTIONS:
bicarbonate buffered solutions are available, WHEN
TO STOP: the decision to discontinue CRRT is based
on clinical judgment [13]. The PRSIMAFLEX® system
was used. The main objective was to evaluate the asso-
ciation between alactic base excess and the use of RRT in
patients with septic shock. g
p
g
Recently, Gattinoni et al. [10] introduced the concept
of “alactic base excess,” which is related to renal function. This is understood using Stewart’s model for acid–base
balance disturbances. As lactate increases, the appar-
ent strong ion difference (SIDa) will decrease, resulting
in metabolic acidemia (pH decrease). Renal compensa-
tory mechanisms are responsible for correcting acidemia;
if the above does not occur, impaired renal function is
reflected with creatinine > 2 mg/dl and negative alactic
base excess, indicating an accumulation of fixed or non-
volatile acids (unmeasured anions) other than lactate as
the main cause of metabolic acidemia. An alactic base
excess of zero or close to zero with creatinine ~ 2 mg/dl
suggests that the kidney still can remove fixed or nonvol-
atile acids, but cannot fully “compensate” for metabolic
acidemia, with lactate as its main cause. Participant selection and objective On the other
hand, positive alactic base excess (usually with creati-
nine < 2 mg/dl) suggests that either renal mechanisms
fully compensate for metabolic acidemia or that other
mechanisms contribute to metabolic alkalemia (diuretics,
decreased intravascular volume). Thus, negative alactic
base excess in septic shock patients helps the physician
identify that renal function is impaired. Likewise, nega-
tive alactic base excess may be useful in determining the
use of RRT in this patient population. Methods The variables obtained were classified as general: sex, age;
comorbidities: diabetes mellitus (DM), systemic arterial
hypertension (SAH), heart disease, ICU stay, mechanical
ventilation (MV), etiology of shock: pulmonary, abdomi-
nal, urinary, skin and soft tissue, other; norepinephrine,
inotropic, Simplified Acute Physiology Score II (SAPS
II) and mortality. Gasometric variables and serum renal Open Access T Thus,
the initiation of RRT is based on the time of AKI evolu-
tion and the hydrometabolic needs of the patient [8]. The
timing of RRT initiation is controversial; in fact, there is
no univocal protocol among countries, hospitals, or even
among intensivists and nephrologists [9]. Study design A cohort, retrospective, observational, cross-sectional
study conducted in the ICU of the Centro Médico
Nacional “Adolfo Ruiz Cortines,” Hospital de Especiali-
dades No.14 of the Instituto Mexicano del Seguro Social
(IMSS) Veracruz, México, from January 1, 2016, to Díaz et al. Renal Replacement Therapy (2023) 9:41 Page 3 of 8 Díaz et al. Renal Replacement Therapy (2023) 9:41 biomarkers were: hydrogen potential (pH), partial pres-
sure arterial oxygen/fraction of inspired oxygen (PaO2/
FiO2), arterial pressure of carbon dioxide (PaCO2), bicar-
bonate (HCO3−), standard base excess (SBE), alactic base
excess (ABE), lactate (Lac), anion gap (AG), sodium-
chloride difference (Na–Cl), serum creatinine (SCr) and
serum urea (urea). The variables were obtained from the
ICU patient admission record. The formula used to cal-
culate the SBE was: [14] received inotropic, the median SAPS II was 71 points
and mortality 50.6% (Table 1). Table 2 shows the gaso-
metric variables and serum renal biomarkers. In the RRT
group the median ABE was − 6.0 mmol/L, SCr 3.0 mg/
dL, urea 116.4 mg/dL compared to the patients who did
not receive the RRT where ABE was − 3.0 mmol/L, SCr
1.55 mg/dL, urea 61.5 mg/dL with statistically significant
difference (p < 0.05). Except for pH and PaO2/FiO2, the
other variables showed significant differences. Patients
who received the RRT had the highest lactate and AG, as
well as, lower HCO3−, SBE, and Na–Cl differences. SBE (mmol/L) = (HCO3−−24.8) + 16.2 ∗(pH −7.4 3f
To determine the variables associated with RRT an
univariate binary logistic regression analysis was per-
formed (Table 3). The variables with highest odds ratio
(OR, 95% CI) values were lactate (OR 1.3152, 95% CI
1.1302–1.5305, p = 0.0004), AG (OR 1.0715, 95% CI
1.0074–1.1396, p = 0.0283), SCr (OR 1.1980, 95% CI
1.0597–1.3543, p = 0.0039), and urea (OR 1.0137, 95% CI
1.0076–1.0199, p < 0.0001). Subsequently, variables with
statistical significance (p < 0.05) in the univariate analysis
were included in the multivariate regression model with
stepwise to determine the predictors of RRT (Table 3). ABE (OR 1.2270, 95% CI 1.0453–1.4403, p = 0.0124)
and urea (OR 1.0114, 95% CI 1.0053–1.0176, p = 0.0002)
were independent risk factors for RRT in the patients. In contrast, HCO3− (OR 0.6967, 95% CI 0.5771–0.8410,
p = 0.0002) was a protective factor (Table 3). The formula used to calculate the standard ABE was:
[10] ABE (mmol/L) = SBE + lactate Statistical analysis No statistical power calculation was performed before
the study because the sample size is indirectly con-
ditioned to the administrative information (clinical
records) available which is finite. The distribution of
quantitative variables was determined using the Shapiro–
Wilk test. Normally distributed variables are expressed
as mean (± standard deviation, SD) and non-normally
distributed variables are presented as the median (inter-
quartile range, IQR). Student’s t test or Mann–Whitney
U test was used for comparison between patients groups. Qualitative variables were presented as number and per-
centage (%) and their association was evaluated with the
X2 test or Fisher’s exact test. Receiver operating charac-
teristics (ROC) curves were created to evaluate the sensi-
tivity and specificity according to the variables associated
with RRT [15]. Both univariate and multivariate analy-
ses were carried out evaluate the associations of poten-
tial risk factors with the risk for RRT. The Odds Ratio
(OR) was estimated with 95% confidence intervals (CI). A p-value < 0.05 was defined as a statistical significance. Data were analyzed using the R Studio software (version
1.0.153) and IBM SPSS v.25. To assess the diagnostic value of the hemato-
logic
parameters
ROC
curves
were
generated
(Fig. 2a–c). Figure 2a, d shows an ABE with a cut-off
point ≤ − 5.7 mmol/L, AUC 0.649 (95% CI 0.57–0.721,
p < 0.0008), sensitivity 55.88%, and specificity 71.87%. Figure 2b, d shows HCO3− with a cut-off point
of ≤ 19.36 mmol/L, AUC = 0.729 (95% CI 0.654–0.795,
p < 0.0001), sensitivity 79.41%, and specificity 56.25%. Urea had an AUC = 0.76 (95% CI 0.688–0.824, p < 0.0001),
cutoff point > 75 mg/dL with sensitivity 80.88% and speci-
ficity 67.71% (Fig. 2b, d). The comparative analysis of the
baseline characteristics according to the cutoff point of
ABE reveled that the gender, diabetes mellitus, etiology,
pH, PaO2/FiO2, SBE, HCO3−, lactate, AG, Na–Cl, SCr,
and urea were statistically significant (Table 4). Results During this period, 180 patients were recruited, of
whom 164 were included in the study cohort (Fig. 1). The individuals included in the study were stratified
in patients who did [n = 68] or did not [n = 96] receive
the renal replacement therapy. The median age was
59 years, female sex (51.8%) predominated, SAH (50%)
was the most frequent comorbidity, while pulmonary
etiology (41.5%) was the main cause of septic shock,
the median ICU stay was 5 days and 4 days of MV, the
median norepinephrine was 0.32 mcg/kg/min, 12.8% Discussion Maintaining acid–base balance depends on 3 systems: (1)
intra- and extracellular buffers, (2) respiratory compen-
sation (carbon dioxide elimination) and (3) renal com-
pensation (elimination of non-volatile acids and renal
bicarbonate synthesis). These systems are interrelated,
starting to work within minutes, where renal compensa-
tion is the most effective, but takes the longest time (days)
to be completed. Therefore, the deterioration of renal Díaz et al. Renal Replacement Therapy (2023) 9:41 Page 4 of 8 Fig. 1 Flowchart of patients included in the cohort Fig. 1 Flowchart of patients included in the cohort a median of ABE − 6.0 mmol/L (IQR − 9.95 to − 2.55),
while in the individuals who did not receive RRT, the
median ABE was − 3.0 mmol/L (IQR − 5.05 to − 0.60),
where SCr and urea levels were higher, the median
lactate was ≥ 4 mmol/L with a significant difference. Smuszkiewicz et al. [18] in 143 patients in shock state
demonstrated a relationship between negative ABE and
renal function deterioration, as well as increased mor-
tality with ABE cutoff point < − 3.63 mmol/L (HR 3.19,
95% CI 1.62–6.27). In our work, mortality was higher in
the patients who received RRT (58.8%) compared to the
individuals who did not receive RRT (44.8%), but with-
out significant difference. This is a recurrent trend in
other studies, due to the delay in starting RRT or simply
because they were more severe patients. Medina et al. [19] reported, in 414 patients, a higher 90-day mortal-
ity (58.5%) in patients who received RRT. The results are
comparable to those reported by Prasad et al. [20] (64%),
Kao et al. [21] (66.5%), and Gonzalez et al. [22] (68.4%). function leads to the accumulation or lack of elimination
of non-volatile acids and, consequently, metabolic aci-
demia [16]. Critically ill patients with metabolic acidemia
have a mortality rate of 45%, while those without meta-
bolic acidemia have a mortality rate of 25%. The origin of
metabolic acidemia is important, as lactic acidosis is the
most common and the one with the highest mortality; in
fact, most of the time, severe metabolic acidemia is an
indication to initiate RRT [17]. In this sense, alactic base
excess allows rapid differentiation of metabolic acidemia
secondary to lactate accumulation from that caused by
increased fixed acids, which cannot be eliminated by the
lungs. Finally, the resulting acidemia indicates impaired
renal function [10]. Gattinoni et al. Discussion An elevated urea level is almost universal during acute
kidney injury [23], although in critically ill patients it can
be due to multiple causes [24]. Elevated urea level could
be an indication to start RRT although, there is not spe-
cific cutoff point [8]. Evidence suggests that starting RRT
with a high urea level may increase mortality [25, 26]. Not only is the urea level at the start of RRT important,
also a reduction of at least 25% during RRT, a value asso-
ciated with mortality [27]. Our study demonstrated that
ABE (≤ − 5.7 mmol/L) and urea (> 75 mg/dL) are inde-
pendent risk factors for RRT. Studies on the timing of RRT have included severe
metabolic acidosis as one of the absolute indications;
in fact, the variables considered were pH < 7.15 and
HCO3− < 18 mEq/L [28, 29]. The main aim of STARRT-
AKI trial was to assess whether an accelerated strategy
to start RRT would improve outcomes compared with
a delayed initiation with absolute indications. The abso-
lute indications for RRT included severe metabolic aci-
demia defined as pH ≤ 7.2 or HCO3− < 12 mmol/L [30]. In our cohort, we found that a HCO3− with a cutoff point
of ≤ 19.36 mmol/L was a protective factor. The “optimal
time” to initiate RRT is controversial and the “best vari-
able” will remain controversial, but it is certain that med-
ical judgment [31] should be taken into account when
making this decision. Discussion [10] documented that metabolic aci-
demia in septic patients is concomitant with impaired
renal function, where negative ABE is related to
increased creatinine, decreased diuresis, and the use of
RRT. In this study, the patients who received RRT had Díaz et al. Renal Replacement Therapy (2023) 9:41 Page 5 of 8 Table 1 Baseline characteristics of the patients included in the
study
IQR, interquartile range; DM, diabetes mellitus; SAH, systemic arterial
hypertension; mcg/kg/min, microgram/kilogram/minute; MV, mechanical
ventilation; ICU, intensive care unit; SAPS II, Simplified Acute Physiology Score II
Variable
Renal replacement therapy
Total
n = 164
Yes
n = 68
No
n = 96
Age, years old (IQR)
59 (46–69)
59 (48–68)
60 (45–74)
Gender
Female n (%)
85 (51.8)
39 (57.4)
46 (47.9)
Male n (%)
79 (48.2)
29 (42.6)
50 (52.1)
Comorbidities n (%)
DM, Yes
73 (44.5)
34 (50.0)
39 (40.6)
SAH, Yes
82 (50.0)
40 (58.8)
42 (43.8)
Heart disease, Yes
23 (14.0)
8 (11.8)
15 (15.6)
Etiology, n (%)
Lung, Yes
68 (41.5)
20 (29.4)
48 (50.0)
Abdominal, Yes
64 (39.0)
34 (50.0)
30 (31.3)
Urinary, Yes
24 (14.6)
12 (17.6)
12 (12.5)
Soft tissues, Yes
3 (1.8)
1 (1.5)
2 (2.1)
Other
5 (3.0)
1 (1.5)
4 (4.2)
Norepinefrine
mcg/kg/min (IQR)
0.32 (0.21–0.48)
0.33 (0.22–0.52)
0.30 (0.21–0.45)
Inotropic, Yes n (%)
21 (12.8)
8 (11.8)
13 (13.5)
MV days (IQR)
4 (3–8)
5 (3–8)
4 (2–8)
ICU stay days (IQR)
5 (3–9)
5 (3–9)
6 (3–8)
SAPS II points (IQR)
71 (64–80)
72 (65–80)
70 (63–80)
Mortality, YES n (%)
83 (50.6)
40 (58.8)
43 (44.8) Table 1 Baseline characteristics of the patients included in the
study An elevated urea level is almost universal during acute
kidney injury [23], although in critically ill patients it can
be due to multiple causes [24]. Elevated urea level could
be an indication to start RRT although, there is not spe-
cific cutoff point [8]. Evidence suggests that starting RRT
with a high urea level may increase mortality [25, 26]. Not only is the urea level at the start of RRT important,
also a reduction of at least 25% during RRT, a value asso-
ciated with mortality [27]. Our study demonstrated that
ABE (≤ − 5.7 mmol/L) and urea (> 75 mg/dL) are inde-
pendent risk factors for RRT. pH, hydrogenion potential; PaO2/FiO2, partial pressure arterial oxygen and fraction of inspired oxygen; mmHg, millimeters of mercury; IQR, interquartile range; SD,
standard deviation; PaCO2, arterial carbon dioxide pressure; SBE, standard base excess; HCO3−, bicarbonate; ABE, alactic base excess; AG, anion gap; Na–Cl, sodium-
chloride difference; SCr, serum creatinine Discussion Some limitations of our study were the sample size
(n = 164) and the fact that it was carried out in a single
center; we did not have the variable of urine output; the Table 2 Gasometric variables and serum renal biomarkers Table 2 Gasometric variables and serum renal biomarkers
pH, hydrogenion potential; PaO2/FiO2, partial pressure arterial oxygen and fraction of inspired oxygen; mmHg, millimeters of mercury; IQR, interquartile range; SD,
standard deviation; PaCO2, arterial carbon dioxide pressure; SBE, standard base excess; HCO3−, bicarbonate; ABE, alactic base excess; AG, anion gap; Na–Cl, sodium-
chloride difference; SCr, serum creatinine
*Significant difference between groups (p<0 05)
Variable
Renal replacement therapy
Total
n = 164
Yes
n = 68
No
n = 96
pH
7.3 (7.2–7.4)
7.3 (7.2–7.3)
7.3 (7.2–7.4)
PaO2/FiO2, mmHg (IQR)
96.5 (75.0–137.5)
100 (80–147.5)
93.5 (71–125)
PaCO2, mmHg (IQR)
37.2 (35.6–38.7)
33.5 (32–36)
37 (36–41)*
SBE, mmol/L (SD)
− 8.38 (± 6.44)
− 10.79 (± 6.03) *
− 6.67 (± 6.19) *
HCO3−, mmol/L (SD)
18.07 (± 5.02)
15.83 (± 4.07) *
19.66 (± 5.04) *
Lactate mmol/L (IQR)
3.2 (1.95–4.5)
4.0 (2.8–5.9) *
2.6 (1.7–3.8) *
ABE, mmol/L (IQR)
− 4.2 (− 8.25 to − 1.35)
− 6.0 (− 9.95 to − 2.55)*
− 3.0 (− 5.05 to − 0.60)*
AG, mEq/L (IQR)
14.5 (11.7–17.5)
15.3 (12.4–18.65)*
13.85 (10.25–16.75)*
Na–Cl, mEq/L (IQR)
32 (30–35)
31 (28.5–34.5)*
33 (31–36)*
SCr, mg/dL (IQR)
2.05 (1.15–3.30)
3.0 (2.10–5.35)*
1.55 (0.90–2.65)*
Urea, mg/dL (IQR)
80 (50–126)
116.4 (80–165)*
61.5 (39–94)* Díaz et al. Discussion Renal Replacement Therapy (2023) 9:41 Page 6 of 8 Table 3 Univariate and multivariate analysis to evaluate the importance of the variables in the patients who received the renal
replacement therapy
pH, hydrogenion potential; PaO2/FiO2, partial pressure arterial oxygen and fraction of inspired oxygen; mmHg, millimeters of mercury; IQR, interquartile range; SD,
standard deviation; PaCO2, arterial carbon dioxide pressure; SBE, standard base excess; HCO3−, bicarbonate; ABE, alactic base excess; AG, anion gap; Na–Cl, sodium-
chloride difference; SCr, serum creatinine
*Significant difference between groups (p<0 05)
Variable
Univariate analysis
Multivariate analysis
Odds ratio
95% CI
p value
Odds ratio
95% CI
p value
pH
0.0407
0.0021–0.8027
0.035*
13.212
0.002–106211.039
0.574
PaO2/FiO2
1.0017
0.9961–1.0074
0.547
–
–
–
PaCO2
0.952
0.9196–0.9868
0.007*
1.0300
0.9440–1.1238
0.505
SBE
0.8946
0.8452–0.9468
0.0001*
0.9207
0.7367–1.1507
0.468
HCO3−
0.8338
0.7703–0.9026
< 0.0001*
0.6967
0.5771–0.8410
0.0002*
Lactate
1.3152
1.1302–1.5305
0.0004*
1.4338
0.985–2.482
1
ABE
0.9158
0.8601–0.9751
0.0060*
1.2270
1.0453–1.4403
0.0124*
AG
1.0715
1.0074–1.1396
0.0283*
0.940
0.866–1.020
0.138
Na–Cl
0.9228
0.8576–0.9930
0.0316*
0.6956
0.2416–1.5829
1
SCr
1.1980
1.0597–1.3543
0.0039*
1.033
0.892–1.198
0.662
Urea
1.0137
1.0076–1.0199
< 0.0001*
1.0114
1.0053–1.0176
0.0002* Table 3 Univariate and multivariate analysis to evaluate the importance of the variables in the patients who received the renal
replacement therapy pH, hydrogenion potential; PaO2/FiO2, partial pressure arterial oxygen and fraction of inspired oxygen; mmHg, millimeters of mercury; IQR, interquartile range; SD,
standard deviation; PaCO2, arterial carbon dioxide pressure; SBE, standard base excess; HCO3−, bicarbonate; ABE, alactic base excess; AG, anion gap; Na–Cl, sodium-
chloride difference; SCr, serum creatinineif *Significant difference between groups (p < 0.05) Fig. 2 ROC curves of predicting variables for renal replacement therapy decision to initiate RRT is not protocolized in our ICU
and depends on the intensivist in charge of the patient. The results could differ in settings where the decision
corresponds to the nephrologist. The strengths are that
it is a homogeneous population. Finally, the gasometric
resource is possible in most hospitals. Conclusion
Our study demonstrated that ABE and urea are inde-
pendent risk factors for RRT in the patients with septic
shock. Additionally, HCO3− is associated with low risk
of RRT. These results may be useful for predicting and
monitoring patients with septic shock at high risk of
developing RRT. Fig. 2 ROC curves of predicting variables for renal replacement therapy Fig. 2 ROC curves of predicting variables for renal replacement therapy Conclusion decision to initiate RRT is not protocolized in our ICU
and depends on the intensivist in charge of the patient. The results could differ in settings where the decision
corresponds to the nephrologist. The strengths are that
it is a homogeneous population. Finally, the gasometric
resource is possible in most hospitals. decision to initiate RRT is not protocolized in our ICU
and depends on the intensivist in charge of the patient. Our study demonstrated that ABE and urea are inde-
pendent risk factors for RRT in the patients with septic
shock. Additionally, HCO3− is associated with low risk
of RRT. These results may be useful for predicting and
monitoring patients with septic shock at high risk of
developing RRT. Our study demonstrated that ABE and urea are inde-
pendent risk factors for RRT in the patients with septic
shock. Additionally, HCO3− is associated with low risk
of RRT. These results may be useful for predicting and
monitoring patients with septic shock at high risk of
developing RRT. Díaz et al. Ethics approval and consent to participate The research protocol was approved by The Local Ethics and Research Com-
mittee R-2022-3001-112 and The Federal Commission for the Protection from
Sanitary Risks (COFEPRIS) 17 CI 30 193 067. Funding All data generated or analyzed during this study are included in this published
article. Consent for publication This was a non-intervention study, so the informed consent present in the
medical records was that of admission to the ICU. Human Subjects Research:
According to the WMA Declaration of Helsinki—Ethical Principles for Medical
Research involving human subjects in paragraph number 32: Medical research
using human identifiable data. The informed consent document is available
from the family member responsible for the patient at the time of admission
to the intensive care unit, which includes protection of personal data. Competing interests The authors declare that they have no competing interests. Received: 24 February 2023 Accepted: 28 July 2023 Received: 24 February 2023 Accepted: 28 July 2023 *Significative difference between groups (p < 0.05) Abbreviations
ABE
Alactic base excess
RRT
Renal replacement therapy
ICU
Intensive care unit
COFEPRIS (acronym in Spanish)
Federal Commission for the Protection
from Sanitary Risks
IMSS (acronym in Spanish)
Instituto Mexicano del Seguro Social
AKI
Acute kidney injury
OR
Odds ratio
CRRT
Continuous renal replacement therapy Declarations Ethics approval and consent to participate Conclusion Renal Replacement Therapy (2023) 9:41 Page 7 of 8 Table 4 Baseline characteristics, gasometric variables and serum
renal biomarkers according to the ABE cutoff point
IQR, interquartile range; DM, diabetes mellitus; SAH, systemic arterial
hypertension; mcg/kg/min, microgram/kilogram/minute; MV, mechanical i
Variable
ABE ≤ − 5.7
n = 65
ABE > − 5.7
n = 99
p value
Renal replacement therapy,
Yes n (%)
38 (58.5)
30 (30.3)
< 0.0005*
Age, years old (IQR)
62 (17.5)
57 (26)
0.351
Gender
0.019*
Female, n (%)
41 (63.1)
44 (44.4)
Male, n (%)
24 (36.9)
55 (55.6)
Comorbidities n (%)
DM, Yes
37 (56.9)
36 (36.4)
0.010*
SAH, Yes
34 (52.3)
48 (48.5)
0.632
Heart disease, Yes
12 (18.5)
11 (11.1)
0.185
Etiology, n (%)
0.001*
Lung, Yes
15 (23.1)
53 (53.5)
Abdominal, Yes
30 (46.2)
34 (34.3)
Urinary, Yes
14 (21.5)
10 (10.1)
Soft tissues, Yes
2 (3.1)
1 (1)
Other
4 (6.2)
1 (1)
Norepinefrine mcg/kg/min
(IQR)
0.32 (0.32)
0.28 (0.29)
0.077
Inotropic, Yes n (%)
6 (9.2)
15 (15.2)
0.267
MV, days (IQR)
4 (5)
4 (5)
0.170
ICU STAY, days (IQR)
5 (5)
6 (6)
0.062
SAPS II, points (IQR)
70 (13.5)
71 (18)
0.926
Mortality, Yes n (%)
34 (52.3)
49 (49.5)
0.725
pH
7.25 (0.11)
7.34 (0.11)
< 0.001*
PaO2/FiO2, mmHg (IQR)
105 (65)
90 (58)
0.003*
PaCO2, mmHg (IQR)
33 (11)
38 (11)
< 0.001*
SBE, mmol/L (SD)
− 13.6 (5.45)
− 4.5 (4.9)
< 0.001*
HCO3−, mmol/L (SD)
13.6 (4.35)
20.4 (5.2)
< 0.001*
Lactate, mmol/L (IQR)
3.8 (2.4)
2.8 (2.2)
0.004*
AG, mEq/L (IQR)
17 (6.5)
13 (5.7)
< 0.001*
Na–Cl, mEq/L (IQR)
31 (4.5)
33 (6)
< 0.001*
SCr, mg/dL (IQR)
2.9 (2.75)
1.8 (1.8)
< 0.001*
Urea, mg/dL (IQR)
100 (63.75)
64 (70.3)
< 0.001* Funding
This work did not receive funding. Availability of data and materials
All data generated or analyzed during this study are included in this published
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? Choose BMC and benefit from: 19. Medina-Liabres KRP, Jeong JC, Oh HJ, An JN, Lee JP, Kim DK, et al. References von Elm E, Altman DG, Egger M, Pocock SJ, Gøtzsche PC, Vandenbroucke
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s40697-016-0124-7. 21. Kao CC, Yang JY, Chen L, Chao CT, Peng YS, Chiang CK, et al. Factors asso-
ciated with poor outcomes of continuous renal replacement therapy. PLoS ONE. 2017;12(5):e0177759. https://doi.org/10.1371/journal.pone.
0177759.
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https://ruj.uj.edu.pl/xmlui/bitstream/handle/item/44732/stachyra_rak_redkiewicz_madeja_gawarecka_chojnacki_swiezewska_masnyk_chmielewski_sirko_gora-sochacka_effective_usage_of_cationic_derivatives_2017.pdf?sequence=1&isAllowed=y
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Effective usage of cationic derivatives of polyprenols as carriers of DNA vaccines against influenza virus
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Virology journal
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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. Effective usage of cationic derivatives of
polyprenols as carriers of DNA vaccines
against influenza virus Anna Stachyra1†, Monika Rak2†, Patrycja Redkiewicz1, Zbigniew Madeja2, Katarzyna Gawarecka1,
Tadeusz Chojnacki1, Ewa Świeżewska1, Marek Masnyk3, Marek Chmielewski3, Agnieszka Sirko1
and Anna Góra-Sochacka1* Stachyra et al. Virology Journal (2017) 14:168
DOI 10.1186/s12985-017-0838-x Stachyra et al. Virology Journal (2017) 14:168
DOI 10.1186/s12985-017-0838-x Abstract Background: Cationic derivatives of polyprenols (trimethylpolyprenylammonium iodides – PTAI) with variable chain
length between 6 and 15 isoprene units prepared from naturally occurring poly-cis-prenols were tested as DNA
vaccine carriers in chickens and mice. This study aimed to investigate if PTAI could be used as an efficient carrier
of a DNA vaccine. Methods: Several vaccine mixtures were prepared by combining different proportions of the vaccine plasmid
(carrying cDNA encoding a vaccine antigen, hemagglutinin from H5N1 influenza virus) and various compositions
of PTAI. The vaccines were delivered by intramuscular injection to either chickens or mice. The presence of specific
antibodies in sera collected from the immunized animals was analyzed by enzyme-linked immunosorbent assay (ELISA)
and hemagglutination inhibition (HI) test. Results: The mixtures of PTAI with helper lipids, such as DOPE (1,2-dioleoyl-sn-glycero-3-phosphatidylethanolamine),
DC-cholesterol [{3ß-[N-(N′,N′-dimethylaminoethane)-carbamoyl] cholesterol} hydrochloride] or DOPC (1,2-dioleoyl-sn-
glycero-3-phosphatidylcholine) induced strong humoral response to the antigen encoded by the DNA vaccine plasmid. Conclusion: The animal immunization results confirmed that PTAI compositions, especially mixtures of PTAI with DOPE
and DC-cholesterol, do work as effective carriers of DNA vaccines, comparable to the commercially available lipid
transfection reagent. Keywords: Adjuvant, Vaccine delivery, Lipofection, Immunization, Humoral response Keywords: Adjuvant, Vaccine delivery, Lipofection, Immunization, Humoral response induce both humoral and cellular responses highly spe-
cific to the chosen antigen, of which the structure and
posttranslational modification are like those in natural
infection. The mechanism by which a DNA vaccine
works has been presented in several recently published
reviews, for example [1–3]. Briefly, a DNA vaccine which
consists of an animal expression vector carrying a se-
quence encoding a selected antigen and DNA carrier is
injected into the tissue, resulting in somatic and/or
antigen-presenting cell (APC) transfection. Then, vac-
cine DNA translocates to the cell nucleus where the
transgene is transcribed by host enzymes followed by
translation in the cytoplasm. After processing, the anti-
genic peptides bind to MHC class I and class II and are
presented by APC to activate naïve T cells. Alternatively, Open Access Open Access Preparation of PTAI compositions p
p
Four types of PTAI preparation with different length
polyprenoid chains were used in this work: (i) PTAI-11
containing 11 isoprenoid subunits, (ii) PTAI-15 contain-
ing 15 isoprenoid subunits, (iii) PTAI-6-8 and (iv) PTAI-
10-14, containing a mixture of polyprenols with chain
lengths from 6 to 8 subunits and from 10 to 14 subunits,
respectively (Fig. 1). The PTAI were obtained as previ-
ously described [10, 11], (patent PL 2012, B1 211824, Pa-
tent Office of the Republic of Poland). PTAI and helper
lipids (DOPE, DC-cholesterol and DOPC were dissolved
in 99.8% ethanol). They were mixed in appropriate ratios
in order to achieve the following molar ratios in the
mixture: The following five compositions containing
PTAI and helper lipids in the indicated molar ratios
were prepared: PTAI-6,7,8 + DOPE – 1,5:1; PTAI-
11 + DOPE + DC-cholesterol – 1:1:1; PTAI-11/DOPE/
DC-cholesterol/DOPC - 1:1:1:1, PTAI-15/DOPE/DC-
cholesterol/DOPC - 1:1:1:1 and PTAI-10-14/DOPE/
DC – 1:1:1. Then the obtained mixtures were mixed
with endotoxin tested DMEM F-12 HAM cell culture
medium without additions of serum and antibiotics and
intensely vortexed for 3 min. Ethanol content in the A broad prospect for applications of cationic lipids as
DNA vaccine carriers and adjuvants is the basis for ex-
tensive studies aimed at elaboration of effective and safe
lipid vehicles [5, 6]. Numerous studies have confirmed
the positive effect of lipid adjuvants [7, 8]; however, so
far the ultimate lipid component of vaccines remains to
be discovered. This might be the result of a broad diver-
sity of vaccines and their administration protocols, di-
vergent diseases and responsive mechanisms of the
organisms and, finally, numerous side effects caused by
vaccination. An additional level of complexity in the
search for optimal vaccine carriers and adjuvants is added
by the diversity of immunization mechanisms. All these
issues result in a complex relationship between the com-
ponents of the vaccine and their safety and efficacy. Cationic derivatives of polyprenols, named either PTAI
(trimethylpolyprenylammonium iodides) or AP (amino-
prenols), have been already recognized as lipofectants and
their usage in in vitro cell transfection described [9–11]. Fig. 1 Structure of trimethylpolyprenylammonium iodides (PTAI). Background In the past two decades considerable development of
DNA vaccine technology has been observed. This tech-
nology has emerged as a promising alternative to tra-
ditional vaccines and can be applied for therapy of
human and animal infections, cancers, allergies or auto-
immune disorders. The main advantages of DNA vac-
cines are: (i) rapid and relatively inexpensive mass
production and (ii) simplicity of development, modifi-
cation, formulation and preparation. DNA vaccines can * Correspondence: annag@ibb.waw.pl
†Equal contributors
1Institute of Biochemistry and Biophysics Polish Academy of Sciences,
Pawińskiego 5A, 02-106 Warsaw, Poland
Full list of author information is available at the end of the article Stachyra et al. Virology Journal (2017) 14:168 Page 2 of 9 vaccine was evaluated by enzyme-linked immunosorbent
assay (ELISA) and hemagglutination inhibition (HI) test. Comparison of the results obtained with vaccine mix-
tures containing several compositions of PTAI is pre-
sented and discussed. secreted antigenic proteins can be processed to activate
B cells for antibody production. In comparison to live at-
tenuated or inactivated vaccines the immunogenicity of
DNA vaccines, especially in humans and large animals,
is usually lower. Improvement of both the expression
level of an antigen and the efficiency of transfection are
essential for elevation of DNA immunization efficacy. Thus various modifications of expression cassettes (e.g. codon optimization, introducing of various regulatory
elements, other changes in the antigen coding sequence),
biological and biochemical adjuvants, different carriers
and vaccination routes and other strategies were widely
investigated [4]. Vaccine plasmid p
The K3 plasmid is a recombinant expression vector pCI
(Promega) carrying under control of the cytomegalo-
virus promoter the cDNA encoding the full length
hemagglutinin (without cleavage site between subunits
HA1 and HA2) from the highly pathogenic H5N1 influ-
enza virus strain A/swan/Poland/305-135 V08/2006
(clade 2.2.) [12]. After propagation in Escherichia coli
(DH5α strain), plasmid DNA was isolated using the
NucleoBond® PC 10000 EF endotoxin-free giga purifica-
tion kit (Macherey-Nagel) which ensures endotoxins
level < 0.1EU/μg DNA. Purified DNA was dissolved in
PBS buffer, pH 7.4. One of the commonly used methods of delivery of
DNA vaccines is the application of lipofectants, i.e. cat-
ionic lipids as DNA vehicles, which are able to sponta-
neously interact with negatively charged nucleic acids
forming lipoplexes (lipid–nucleic acid complexes). Non-
specific interactions with the surface of cellular mem-
branes stimulate the uptake of lipoplexes into the cell
via endocytosis, while the presence of helper lipids (e.g. neutral lipids, such as DOPE [1,2-dioleoyl-sn-glycero-3-
phosphatidylethanolamine], DC [{3ß-[N-(N′,N′-dimethy
laminoethane)-carbamoyl] cholesterol} hydrochloride] or
DOPC
[1,2-dioleoyl-sn-glycero-3-phosphatidylcholine])
modifies the properties of lipoplexes and facilitates DNA
release from endosomes. Chicken immunization The groups of chickens, broilers in the first experiment
and laying hens in the second, were immunized with
two doses of the DNA vaccines containing the K3 plas-
mid and different PTAI compositions (Table 1). In the
first experiment four different PTAI compositions: (i)
PTAI-6-8/DOPE, (ii) PTAI-11/DOPE/DC, (iii) PTAI-11/
DOPE/DC/DOPC and (iv) PTAI-15/DOPE/DC/DOPC
mixed with 125 μg of K3 were tested along with the
positive (K3 mixed with Lipofectin® Transfection Re-
agent) and negative (pCI mixed with one of the carriers)
controls. The PTAI:DNA ratios (w/w) in vaccine com-
positions K3-PTAI 6-8/DOPE, K3-PTAI-11/DOPE/DC,
K3-PTAI-11/DOPE/DC/DOPC and K3-PTAI-15/DOPE/
DC/DOPC were 0.9:1, 0.8:1, 1.3:1 and 1.6:1, respect-
ively, while calculated charge ratios PTAI+:DNA−or
(PTAI + DC)+:DNA−were 1:2.3, 1:1.7, 1:1.1 and 1:1.1,
respectively. Efficacy of the applied vaccines was assayed
by ELISA and HI tests which allowed estimation of the
level of induced specific anti-HA antibodies in the col-
lected sera. Independently of the carrier, most chickens
immunized
with
K3
developed a
specific
antibody
against HA, while those vaccinated with the empty vec-
tor (pCI, group 6) clearly showed no anti-H5 response
(Fig. 2a). All groups immunized with K3 showed an evi-
dent
increase
of
humoral
response
after
booster
immunization. However, only in the groups vaccinated
with K3-PTAI-6-8/DOPE (group 1) and K3-PTAI-11/
DOPE/DC (group 2) did 100% of chickens produce spe-
cific anti-H5 antibodies. In the K3-PTAI-11/DOPE/DC/
DOPC (group 3) and K3-PTAI-15/DOPE/DC/DOPC
(group 4) one out of ten and three out of seven immu-
nized chickens, respectively, gave negative results. The
strongest responses to vaccination were observed in the
K3-PTAI-11/DOPE/DC group. This group had not only
the best individual chicken responses in ELISA (Fig. 2a) One vaccine dose for chickens contained either 125 μg
or 62.5 μg of plasmid DNA in a final volume of 160 μl or
100 μl, respectively, while one vaccine dose for mice con-
tained 10 μg of plasmid DNA in a final volume of 50 μl. Two types of chicken: broilers (Ross 308) and laying
hens (Rosa 1) were immunized intramuscularly in the
breast muscle twice on the 7th and the 21st day of life. Blood samples were taken from the wing vein 14, 21 and
28 days after initial immunization. Mice (BALB/c) were
immunized intramuscularly twice on the 35th and 49th
day of life. Blood was collected at days 14, 21 and 28 days
after initial immunization. Chicken immunization The group sizes (n = 5-10 for
the tested groups and n = 2-5 for the control groups) are
indicated in the respective figures. Details of the PTAI compositions and vaccine doses
used in the three immunization experiments are indi-
cated in Table 1. Preparation of vaccine mixtures and animal vaccination Preparation of vaccine mixtures and animal vaccination
The vaccine mixtures were prepared by combination of
the K3 plasmid with the prepared PTAI compositions in
different PTAI:DNA ratios (w/w), depending on the
DNA dose used in the experiment which is indicated
separately. Before injections PTAI compositions were
mixed with plasmid DNA and incubated for 30 min at
room temperature. The mixtures of K3 plasmid DNA
(amounts corresponding to the K3 amounts used with
PTAI) and Lipofectin® Transfection Reagent (Invitro-
gen™) served as pertinent controls. These mixtures were
prepared by mixing DNA with this carrier at a ratio
(w:v) of 6:1, as described previously [12]. Briefly, Lipo-
fectin was initially diluted in PBS, mixed with DNA and
incubated for at least 10 min at room temperature, ac-
cording to manufacturer protocol. A non-parametric Mann–Whitney U test, which is a
component of Statistica 12 software (StatSoft, Poland),
was used to evaluate the statistical differences between
groups. A value of p < 0.05 was considered significant. Preparation of PTAI compositions PTAI
with diverse length of polyprenoid chains were investigated, respectively
n = 6-8 (mixture), n = 11, n = 15 and n = 10-14 (mixture) In this work we investigated if PTAI with diverse
length polyprenyl chains (6–15 units) can be used as ef-
fective carriers of DNA vaccines. In immunization ex-
periments we used two animal models, chickens and
mice. Animals were immunized with the DNA vaccine
encoding
hemagglutinin
(HA)
from
influenza
virus
H5N1 which was developed and successfully used by us
previously [12–14]. The immunogenicity of the DNA Fig. 1 Structure of trimethylpolyprenylammonium iodides (PTAI). PTAI
with diverse length of polyprenoid chains were investigated, respectively
n = 6-8 (mixture), n = 11, n = 15 and n = 10-14 (mixture) Page 3 of 9 Page 3 of 9 Stachyra et al. Virology Journal (2017) 14:168 mixtures was: PTAI-11/DOPE/DC cholesterol/DOPC –
21,3%, PTAI-15/DOPE/DC cholesterol/DOPC – 15,6%,
PTAI-6-8/DOPE – 11,4%, PTAI-11/DOPE/DC-cholesterol
– 20,7%, PTAI-10-14/DOPE/DC-cholesterol – 20,7%. The
compositions were stored at 4 °C up to 5 days. the highest serum dilution at which a result higher than
the estimated value: background + 3SD (three times the
value of the standard deviation) was obtained. HI test
were performed according to the OIE standard proced-
ure using the commercially available antigen from low
pathogenic H5N2 strain, A/chicken/Belgium/150/1999
(DG Deventer, Netherlands) which share 96% protein se-
quence similarity with vaccine antigen. Serially diluted
sera were incubated with antigen for 25 min, and then
incubated with chicken erythrocytes for 30 min. HI titer
was defined as the reciprocal of the highest dilution of
sera that completely inhibited hemagglutination. ELISA assay and HI test aratio for PTAI:DNA (w:w) or for Lipofectin:DNA (v:w) in vaccine doses is indicated; bin control group
empty pCI vector was used with PTAI-6-8 (n = 3) or Lipofectin (n = 2); n.a not applicable of the same DNA dose with Lipofectin®, the reference
carrier (Fig. 3a). This observation is partially supported
by statistical analysis, the results of the HI test (Fig. 3b)
and the results of endpoint titer evaluation in individual
sera collected on day 28 post immunization (Fig. 4),
where the highest titers were observed in the K3-62.5/
PTAI(0.8) group (geometric mean 1.3 × 105). Moreover,
the K3-62.5/PTAI groups, regardless of the PTAI:DNA
ratio, had no low responders (chickens with low end-
point titer of anti-HA antibodies in the serum), in con-
trast to the K3-62.5/L group immunized with the
reference carrier. but also was significantly different from all other groups
in the HI test, had the highest scores for individual
chickens, and the highest median and geometric mean
of HI in comparison to the other groups (Fig. 2b). g
g
Based on one-dilution ELISA and HI tests the PTAI-
11/DOPE/DC composition was selected for further trials
in the second experiment. Vaccine doses were prepared
by mixing PTAI-11/DOPE/DC with 125 μg or 62.5 μg of
K3 plasmid DNA (Table 1). Three vaccine compositions
were used: (i) K3-125/PTAI (0.8), consisting of 125 μg of
DNA per vaccine dose and a PTAI-11:DNA (w/w) ratio
of 0.8:1, (ii) K3-62.5/PTAI (1.6), consisting of 62.5 μg of
DNA and a PTAI:DNA (w/w) ratio of 1.6:1 and (iii)
K3-62.5/PTAI (0.8), consisting of 62.5 μg of DNA and a
PTAI-11:DNA (w/w) ratio of 0.8:1. Charge ratios calcu-
lated as (PTAI + DC)+:DNA−for these three vaccine
compositions were 1:1.7, 1:0.8, and 1:1.7, respectively. Simultaneously, vaccine compositions containing Lipo-
fectin® instead of PTAI-11/DOPE/DC (K3-125/L and
K3-62.5/L, containing 125 μg and 62.5 μg DNA, respect-
ively) and vaccine samples without any carrier (K3-125
and K3-62.5) were prepared. As expected, the anti-H5
levels in the groups immunized without any carrier were
lower and much more variable than in the groups im-
munized with the carriers. Therefore no end-point titer
ELISA was performed in the groups immunized without
carrier. Interestingly, the PTAI compositions containing
the lower dose of plasmid DNA (62.5 μg) seemed to be
slightly superior to the vaccine containing the mixture ELISA assay and HI test The ELISA assay detecting anti-H5 IgY in chicken sera
and anti-H5 IgG in mouse sera as well as HI test were
performed as described previously [12, 13]. Purified re-
combinant H5 HA (A/swan/Poland/305-135 V08/2006)
derived from a baculovirus system (Oxford Expression
Technologies, UK) was used for plates coating in ELISA
assay. Anti-H5 IgY were detected with goat anti-chicken
IgY (Fc-specific)-HRP (Thermo Scientific) while anti-H5
IgG were detected with goat anti-mouse IgG-AP (Sigma-
Aldrich). For one dilution ELISA sera were diluted 1:200
(chickens) or 1:100 (mice). For end-point ELISA sera
were serially diluted and the end-point titer of the anti-
H5 antibodies was determined as the inverse value of Stachyra et al. Virology Journal (2017) 14:168 Page 4 of 9 Table 1 Details of the tested vaccine mixtures
Animal model
Group
PTAI compositions or Lipofectin
Molar ratio PTAI: helper lipids
DNA dose
Ratioa
Chicken-broilers
1
PTAI-6-8 with DOPE
1.5:1
125 μg
0.9:1
2
PTAI-11 with DOPE/DC
1:1:1
125 μg
0.8:1
3
PTAI-11 with DOPE/DC/DOPC
1:1:1:1
125 μg
1.3:1
4
PTAI-15 with DOPE/DC/DOPC
1:1:1:1
125 μg
1.6:1
5
Lipofectin
n.a
125 μg
1:6
6
PTAI-6-8 with DOPE or Lipofectinb
1.5:1
125 μg
0.9:1 or 1:6
Chicken-layers
1
PTAI-11 with DOPE/DC
1:1:1
125 μg
0.8:1
2
PTAI-11 with DOPE/DC
1:1:1
62.5 μg
1.6:1
3
PTAI-11 with DOPE/DC
1:1:1
62.5 μg
0.8:1
4
Lipofectin
n.a
125 μg
1:6
5
Lipofectin
n.a
62.5 μg
1:6
6
None
n.a
125 μg
n.a
7
None
n.a
62.5 μg
n.a
8
Lipofectin
n.a
125 μg
1:6
Mice
1
Lipofectin
n.a
10 μg
1:6
2
PTAI-10-14 with DOPE/DC
1:1:1
10 μg
0.8:1
3
PTAI-10-14 with DOPE/DC
1:1:1
10 μg
0.8:1
Vaccine mixtures were prepared by mixing the K3 plasmid with PTAI compositions or Lipofectin. Groups 6 and 7 (chicken-layers) were immunized with vaccine
containing the K3 plasmid in PBS, pH 7.4 without any carriers. aratio for PTAI:DNA (w:w) or for Lipofectin:DNA (v:w) in vaccine doses is indicated; bin control group
empty pCI vector was used with PTAI-6-8 (n = 3) or Lipofectin (n = 2); n.a not applicable Vaccine mixtures were prepared by mixing the K3 plasmid with PTAI compositions or Lipofectin. Groups 6 and 7 (chicken-layers) were immunized with vaccine
containing the K3 plasmid in PBS, pH 7.4 without any carriers. Mouse immunization The efficacy of PTAI as a DNA vaccine carrier was also
tested in mice (Table 1). Animals were intramuscularly
vaccinated with two doses of DNA vaccine. One group
had a vaccine consisting of a mixture of K3 (10 μg) and
PTAI
composition
(PTAI-10-14/DOPE/DC)
with
a
PTAI:DNA ratio (w/w) of 0.8:1 and calculated charge
ratio [(PTAI + DC)+:DNA−] 1:1.7, while the second
group had a vaccine consisting of a mixture of K3
(10 μg) and Lipofectin®. In the negative control K3 was
replaced with empty pCI vector. The ELISA results
using collected sera demonstrated that the tested PTAI
composition is an effective DNA carrier (Fig. 5). How-
ever, in this experiment no significant differences be-
tween the tested PTAI composition and the control lipid
carrier were observed. For example, in both groups the Stachyra et al. Virology Journal (2017) 14:168 Page 5 of 9 Fig. 2 Humoral response of broilers to vaccination. Birds were immunized with a mixture of K3 DNA (125 μg) with the PTAI composition as
indicated (PTAI-6-8/DOPE, PTAI-11/DOPE/DC, PTAI-11/DOPE/DC/DOPC, PTAI-15/DOPE/DC/DOPC) or with Lipofectin (L); pCI – group vaccinated
with empty pCI vector with PTAI or Lipofectin. a ELISA results for individual chickens; raw data (◊), median (—) and the 10th and 90th percentiles
(□) are shown for each group; blood collected at indicated day post initial immunization, sera diluted 200-fold. (*) group showed significantly higher
ELISA values than K3-PTAI-11/DOPE/DC/DOPC. (**) group showed significantly higher ELISA values than K3-PTAI-11/DOPE/DC/DOPC and K3-PTAI-15/
DOPE/DC/DOPC (p < 0.05). b HI titers in sera of individual chickens on day 28 post immunization. Geometric means for each group are indicated at
the top of the graph. (***) The K3-PTAI-11/DOPE/DC group showed a significantly higher HI titer than all other groups (p < 0.05) Fig. 2 Humoral response of broilers to vaccination. Birds were immunized with a mixture of K3 DNA (125 μg) with the PTAI composition as
indicated (PTAI-6-8/DOPE, PTAI-11/DOPE/DC, PTAI-11/DOPE/DC/DOPC, PTAI-15/DOPE/DC/DOPC) or with Lipofectin (L); pCI – group vaccinated
with empty pCI vector with PTAI or Lipofectin. a ELISA results for individual chickens; raw data (◊), median (—) and the 10th and 90th percentiles
(□) are shown for each group; blood collected at indicated day post initial immunization, sera diluted 200-fold. (*) group showed significantly higher
ELISA values than K3-PTAI-11/DOPE/DC/DOPC. (**) group showed significantly higher ELISA values than K3-PTAI-11/DOPE/DC/DOPC and K3-PTAI-15/
DOPE/DC/DOPC (p < 0.05). Mouse immunization b HI titers in sera of individual chickens on day 28 post immunization. Geometric means for each group are indicated at
the top of the graph. (***) The K3-PTAI-11/DOPE/DC group showed a significantly higher HI titer than all other groups (p < 0.05) highest levels of anti-HA specific antibodies were ob-
served 1 week after the booster and in both groups low
responders were present. adjuvants is also favored. For example, the cationic lipid
formulation Vaxfectin® (Vical Inc.) has been shown to
effectively enhance immune response after DNA vaccin-
ation, not due to increased gene transfer efficiency, but
rather by direct modulation of immune pathways [15, 16]. This adjuvant which is a mixture of a cationic lipid (GAP-
DMORIE) and a neutral phospholipid (DPyPE) was also
tested with protein and inactivated vaccines with promi-
sing results. Discussion The promising potential of DNA vaccines stimulates the
search for efficient, safe and cost-effective carriers of nu-
cleic acids suitable for in vivo application. Such carriers
should fulfill several additional criteria. First of all, they
should enhance or facilitate the transfection process dur-
ing vaccination that may translate to higher antigen ex-
pression and immunological response. Secondly, they
also should form DNA complexes that encapsulate and
protect the DNA vaccines. Their ability to act as Recently, PTAI were demonstrated by us to allow
effective transfection of plasmid DNA complexes into
cells [10, 11]. The aim of this study was evaluation of
PTAI as an efficient carrier of DNA vaccines. Several ex-
perimental DNA vaccines consisting of K3 plasmid and Page 6 of 9 Stachyra et al. Virology Journal (2017) 14:168 Fig. 3 Comparison of humoral response of layers after immunization with different K3 vaccine mixtures. Vaccine doses composed of K3 plasmid
alone (125 μg or 62.5 μg) or K3 plasmid with carrier PTAI-11/DOPE/DC (denoted as PTAI) or Lipofectin (L) in different w/w ratios indicated in brackets;
pCI-125 – group vaccinated with empty pCI vector with Lipofectin. a ELISA results for individual chickens; raw data (◊), median (—) and the 10th and
90th percentiles (□) are shown for each group; blood collected at indicated day post initial immunization, sera diluted 200-fold. (*) group showed
significantly higher ELISA values than K3-62.5. (**) group showed significantly higher ELISA values than K3-62.5 and K3-62.5/L (p < 0.05). b HI titers in
sera of individual chickens on day 28 post immunization. Geometric means for each group are indicated at the top of the graph. (*) The K3-62.5/PTAI
(0.8) group showed a significantly higher HI titer than K3-62.5 (p < 0.05) Fig. 3 Comparison of humoral response of layers after immunization with different K3 vaccine mixtures. Vaccine doses composed of K3 plasmid
alone (125 μg or 62.5 μg) or K3 plasmid with carrier PTAI-11/DOPE/DC (denoted as PTAI) or Lipofectin (L) in different w/w ratios indicated in brackets;
pCI-125 – group vaccinated with empty pCI vector with Lipofectin. a ELISA results for individual chickens; raw data (◊), median (—) and the 10th and
90th percentiles (□) are shown for each group; blood collected at indicated day post initial immunization, sera diluted 200-fold. (*) group showed
significantly higher ELISA values than K3-62.5. (**) group showed significantly higher ELISA values than K3-62.5 and K3-62.5/L (p < 0.05). Discussion b HI titers in
sera of individual chickens on day 28 post immunization. Geometric means for each group are indicated at the top of the graph. (*) The K3-62.5/PTAI
(0.8) group showed a significantly higher HI titer than K3-62.5 (p < 0.05) PTAI compositions with different PTAI:DNA ratios
were studied in two animal models, chickens (broiler
and layer) and mice. As a reference vaccine we used a
mixture of the vaccine plasmid with the transfection
reagent Lipofectin®, which is a 1:1 (w/v) liposome for-
mulation of the cationic lipid DOTMA (N-[1-(2,3-dio-
leyloxy) propyl]-n,n,n-trimethylammonium chloride) and
DOPE. Previously, such a vaccine composition has been shown by us to be highly immunogenic and a dose of
125 μg of DNA protected chickens against challenge
with homologous and heterologous H5N1 virus [12]. In the first animal experiment we used mixtures con-
taining a high concentration of DNA (125 μg/dose) and
variants of PTAI with various length polyprenyl chains
mixed with various combinations of helper lipids: DOPE,
DOPE/DC or DOPE/DC/DOPC. All compositions gave shown by us to be highly immunogenic and a dose of
125 μg of DNA protected chickens against challenge
with homologous and heterologous H5N1 virus [12]. In the first animal experiment we used mixtures con-
taining a high concentration of DNA (125 μg/dose) and
variants of PTAI with various length polyprenyl chains
mixed with various combinations of helper lipids: DOPE,
DOPE/DC or DOPE/DC/DOPC. All compositions gave Stachyra et al. Virology Journal (2017) 14:168 Page 7 of 9 Fig. 4 End-point titers of anti-H5 HA antibody in sera collected on the 28th day post immunization. The titer of anti-H5 antibodies was determined as
the inverse value of the highest serum dilution at which a result higher than the estimated value: background + 3SD (three times the value of the
standard deviation) was obtained. If there was no need for dilutions higher than the standard 200-fold dilution (readout < 1 for the 200-fold dilution),
the levels were determined by multiplying the OD value read out in the ELISA test by 200, namely by the inverse value of the serum dilution used in
the ELISA test. Geometric means for each group are indicated at the top of the graph. (*) The K3-62.5/PTAI (0.8) group showed a significantly higher
anti-HA titer than K3-62.5/L (p < 0.05) Fig. 4 End-point titers of anti-H5 HA antibody in sera collected on the 28th day post immunization. Discussion (*) The K3-62.5/PTAI (0.8) group showed a significantly higher
anti-HA titer than K3-62.5/L (p < 0.05) positive results in ELISA and HI tests; however, a high
variability of humoral response was apparent in the K3-
125/PTAI-11/DOPE/DC/DOPC and K3-125/PTAI-15/
DOPE/DC/DOPC groups, resulting in significantly lower
antibody levels than other formulations. Interestingly, in
both cases we observed a slow process of precipitation
in the vaccine mixture after blending the vaccine plas-
mid with the PTAI composition, which might be respon-
sible for the observed variability of the individual
immune responses. The highest HI titers (as well as the
highest median and geometric mean of the HI titer)
were in the K3-125/PTAI-11/DOPE/DC group (Fig. 2a
and b). Therefore, this PTAI composition was further
examined using the lower dose of the plasmid (62.5 μg)
in two DNA:PTAI ratios and compared with control
carrier and no carrier. The PTAI composition consisting
of a PTAI:DNA (w/w) ratio of 0.8:1 seemed to be more
effective in stimulating specific anti-HA antibodies than
the controls. Presumably, it was more effective than the
control lipid in provoking endocytosis and further DNA
release, which might lead to higher production of the positive results in ELISA and HI tests; however, a high
variability of humoral response was apparent in the K3-
125/PTAI-11/DOPE/DC/DOPC and K3-125/PTAI-15/
DOPE/DC/DOPC groups, resulting in significantly lower
antibody levels than other formulations. Interestingly, in
both cases we observed a slow process of precipitation
in the vaccine mixture after blending the vaccine plas-
mid with the PTAI composition, which might be respon-
sible for the observed variability of the individual
immune responses. The highest HI titers (as well as the
highest median and geometric mean of the HI titer)
were in the K3-125/PTAI-11/DOPE/DC group (Fig. 2a
and b). Therefore, this PTAI composition was further
examined using the lower dose of the plasmid (62.5 μg)
in two DNA:PTAI ratios and compared with control
carrier and no carrier. The PTAI composition consisting
of a PTAI:DNA (w/w) ratio of 0.8:1 seemed to be more
effective in stimulating specific anti-HA antibodies than
the controls. Presumably, it was more effective than the
control lipid in provoking endocytosis and further DNA
release, which might lead to higher production of the target antigen. It is also worth mentioning that we
observed some differences between the two chicken
experiments, revealing some inconsistencies in the gen-
eral effectiveness of immunizations in both the PTAI
and Lipofectin groups. Discussion The titer of anti-H5 antibodies was determined as
the inverse value of the highest serum dilution at which a result higher than the estimated value: background + 3SD (three times the value of the
standard deviation) was obtained. If there was no need for dilutions higher than the standard 200-fold dilution (readout < 1 for the 200-fold dilution),
the levels were determined by multiplying the OD value read out in the ELISA test by 200, namely by the inverse value of the serum dilution used in
the ELISA test. Geometric means for each group are indicated at the top of the graph. (*) The K3-62.5/PTAI (0.8) group showed a significantly higher
anti-HA titer than K3-62.5/L (p < 0.05) Fig. 4 End-point titers of anti-H5 HA antibody in sera collected on the 28th day post immunization. The titer of anti-H5 antibodies was determined as
the inverse value of the highest serum dilution at which a result higher than the estimated value: background + 3SD (three times the value of the
standard deviation) was obtained. If there was no need for dilutions higher than the standard 200-fold dilution (readout < 1 for the 200-fold dilution),
the levels were determined by multiplying the OD value read out in the ELISA test by 200, namely by the inverse value of the serum dilution used in
the ELISA test. Geometric means for each group are indicated at the top of the graph. (*) The K3-62.5/PTAI (0.8) group showed a significantly higher
anti-HA titer than K3-62.5/L (p < 0.05) Fig. 4 End-point titers of anti-H5 HA antibody in sera collected on the 28th day post immunization. The titer of anti-H5 antibodies was determined as
the inverse value of the highest serum dilution at which a result higher than the estimated value: background + 3SD (three times the value of the
standard deviation) was obtained. If there was no need for dilutions higher than the standard 200-fold dilution (readout < 1 for the 200-fold dilution),
the levels were determined by multiplying the OD value read out in the ELISA test by 200, namely by the inverse value of the serum dilution used in
the ELISA test. Geometric means for each group are indicated at the top of the graph. Funding 5. Korsholm KS, Andersen PL, Christensen D. Cationic liposomal vaccine
adjuvants in animal challenge models: overview and current clinical status. Expert Rev Vaccines. 2012;11:561–77. g
This work was funded by Innovative Economy Program, Grant No. WND-POIG.01. 01.02-00-007/08 from the National Centre for Research and Development
and by Polish National Cohesion Strategy Innovative Economy Grant UDA-
POIG 01.03.01-14-036/09 „Application of polyisoprenoid derivatives as drug
carriers and metabolism regulators” co-financed by the European Union
within the European Regional Development Fund. Faculty of Biochemistry,
Biophysics and Biotechnology of Jagiellonian University is a partner of the
Leading National Research Center (KNOW) supported by the Ministry of
Science and Higher Education. 6. Christensen D, Korsholm KS, Rosenkrands I, Lindenstrøm T, Andersen P,
Agger EM. Cationic liposomes as vaccine adjuvants. Expert Rev Vaccines. 2007;6:785–96. 7. Carroll TD, Matzinger SR, Barry PA, McChesney MB, Fairman J, Miller CJ. Efficacy of influenza vaccination of elderly rhesus macaques is dramatically
improved by addition of a cationic lipid/DNA adjuvant. J Infect Dis. 2014;209:24–33. 8. Firouzmand H, Badiee A, Khamesipour A, Heravi Shargh V, Alavizadeh SH,
Abbasi A, Jaafari MR. Induction of protection against leishmaniasis in
susceptible BALB/c mice using simple DOTAP cationic nanoliposomes
containing soluble Leishmania antigen (SLA). Acta Trop. 2013;128:528–35. Competing interests The authors declare that they have no competing interests. Part of presented
results is a subject of patent PL 2012, B1 211824, Patent Office of the Republic
of Poland and patent applications: PL 2014 WO/2016/032348, PCT/PL2015/
000093, P-410063 Patent Office of the Republic of Poland. Consent for publication
Not applicable. Consent for publication
Not applicable. Abbreviations
h l 1. Iurescia S, Fioretti D, Rinaldi M. Strategies for improving DNA vaccine
performance. Methods Mol Biol. 2014;1143:21–31. 1. Iurescia S, Fioretti D, Rinaldi M. Strategies for improving DNA vaccine
performance. Methods Mol Biol. 2014;1143:21–31. 1. Iurescia S, Fioretti D, Rinaldi M. Strategies for improving DNA vaccine
performance. Methods Mol Biol. 2014;1143:21–31. DC: DC-cholesterol; HA: Hemagglutinin; PTAI: Cationic derivatives of polyprenols 2. Coban C, Kobiyama K, Jounai N, Tozuka M, Ishii KJ. DNA vaccines: a simple
DNA sensing matter? Hum Vaccin Immunother. 2013;9:2216–21. Discussion A possible explanation may be
the different chicken lines used (with different genotype
and phenotype) and relatively small number of indivi-
duals in groups. Additionally, we decided to use a similar vaccine com-
position
K3/PTAI-10-14/DOPE/DC
in
mice
experi-
ments. From a potential commercial perspective, the
administration of a mixture of polyprenols with different
length chains instead of a single polyprenol (with a de-
fined length polyprenol chain) is economically attractive. A mixture is easier to obtain due to the lack of a chro-
matographic separation step after plant material isola-
tion. Thus, the PTAI-10-14 mix could be a simpler and
cheaper replacement for the highly effective PTAI-11
lipid. Previously, for the same reasons, the PTAI-6-8
mixture was chosen to be tested in the first chicken ex-
periment. The experiment with mice confirmed that the Fig. 5 Humoral response of mice after immunization. Vaccine was composed of K3 and one of carrier PTAI-10-14-DOPE/DC-cholesterol or Lipofectin. Raw data (◊), median (—) and the 10th and 90th percentiles (□) are shown for each group; Blood was collected at the indicated day post initial
immunization, sera diluted 100-fold; pCI – group vaccinated with empty pCI vector with PTAI Fig. 5 Humoral response of mice after immunization. Vaccine was composed of K3 and one of carrier PTAI-10-14-DOPE/DC-cholesterol or Lipofectin. Raw data (◊), median (—) and the 10th and 90th percentiles (□) are shown for each group; Blood was collected at the indicated day post initial
immunization, sera diluted 100-fold; pCI – group vaccinated with empty pCI vector with PTAI Page 8 of 9 Stachyra et al. Virology Journal (2017) 14:168 Page 8 of 9 Page 8 of 9 Page 8 of 9 PTAI-10-14 mixture could be used as an efficient DNA
carrier for DNA vaccination purposes. Authors’ contributions ASt performed the immunization experiments, analyzed the data and
contributed to manuscript preparation. MR performed PTAI formula design
and preparation, data analysis and participated in preparing the final version
of the manuscript. PR performed the immunization experiments and analyzed
the data. ZM supervised PTAI design and preparation, analyzed the data. KG
involved in PTAI synthesis. TCh designed the synthetic part of the experiments. EŚ supervised the synthetic part of the experiments. MM and MCh
contributed unique chemicals. ASi supervised the study, participated in
data analysis, discussion of the results and revised the manuscript. AG-S -
designed experiments and wrote the paper. All authors have approved
the final manuscript. Efficient delivery of plasmid DNA into host cells is a
challenge of great importance for the development of
DNA vaccines. Early DNA studies in large animal
models and the first human trials resulted in little induc-
tion of immune response in comparison to mouse
models. A possible explanation may be differences in the
DNA uptake of target cells [17]. Intramuscular injection,
which is the most widely used way of DNA immunization
is very susceptible to inter-individual variation related to
differences in cell transfection level at the injection site, as
most of the intramuscularly-injected bare DNA does not
actually transfect cells and is phagocytosed [18]. This
lowers general vaccine efficacy in the population and dis-
rupts the results of clinical trials. Improvements in ef-
ficient and less accidental DNA transfer which results in
high and more equal expression in cells make DNA vac-
cines more effective. Besides mechanical devices and phys-
ical stimulus, various chemical or biomaterial carriers (like
the cationic lipids used in this work) are widely investi-
gated and represent the most promising strategy for DNA
vaccination [19]. Publisher’s Note In this work, cationic derivatives of polyprenols (PTAI)
were tested in vivo as carriers of DNA vaccines. Several
variants of formulations containing a mixture of differ-
ent PTAI with helper lipids were able to induce high im-
mune responses against the target antigen in chickens
and mice. Such carriers, which can be obtained from
common plant material, are a promising approach for
DNA vaccine optimization, especially given that there is
a great need for systems that make use of natural mate-
rials and processing conditions. Springer Nature remains neutral with regard to jurisdictional claims in
published maps and institutional affiliations. Acknowledgments We dedicate this work to the memory of Professor Włodzimierz Zagórski-
Ostoja, who was actively involved in its initial stages. 3. Li L, Saade F, Petrovsky N. The future of human DNA vaccines. J Biotechnol. 2012;162:171–82. 4. Stachyra A, Góra-Sochacka A, Sirko A. DNA vaccines against influenza. Acta
Biochim Pol. 2014;61:515–22. Ethics approval All applicable international, national, and/or institutional guidelines for the
care and use of animals were followed. Experiments involving chickens
immunization were approved by the Second Local Ethical Committee for
Animal Experiments at the Medical University of Warsaw, Permit Number 17/
2009. Experiments of mouse immunization were approved by the Fourth Local
Ethical Committee for Animal Experiments at the National Medicines Institutes,
Permit Number 03/2014. All efforts were made to minimize suffering. Author details
1 1Institute of Biochemistry and Biophysics Polish Academy of Sciences,
Pawińskiego 5A, 02-106 Warsaw, Poland. 2Department of Cell Biology,
Jagiellonian University, Faculty of Biochemistry, Biophysics and
Biotechnology, Gronostajowa 7, 30-387 Kraków, Poland. 3Institute of Organic
Chemistry Polish Academy of Sciences, Kasprzaka 44/52, 01-224 Warsaw,
Poland. 1Institute of Biochemistry and Biophysics Polish Academy of Sciences,
Pawińskiego 5A, 02-106 Warsaw, Poland. 2Department of Cell Biology,
Jagiellonian University, Faculty of Biochemistry, Biophysics and
3 Received: 19 May 2017 Accepted: 28 August 2017 Received: 19 May 2017 Accepted: 28 August 2017 Availability of data and materials All data generated or analyzed during this study are included in this published
article. All data generated or analyzed during this study are included in this published
article. Page 9 of 9 Stachyra et al. Virology Journal (2017) 14:168 9. Madeja Z, Rak M, Wybieralska E, Rózański I, Masnyk M, Chmielewski M, Lysek
R, Chojnacki T, Jankowski W, Ciepichal E, et al. New cationic polyprenyl
derivative proposed as a lipofecting agent. Acta Biochim Pol. 2007;54:873–6. 10. Rak M, Ochałek A, Bielecka E, Latasiewicz J, Gawarecka K, Sroka J, Czyż J,
Piwowarczyk K, Masnyk M, Chmielewski M, et al. Efficient and non-toxic
gene delivery by anionic lipoplexes based on polyprenyl ammonium salts
and their effects on cell physiology. J Gene Med. 2016;18:331–42. 11. Grecka E, Statkiewicz M, Gorska A, Biernacka M, Grygorowicz MA, Masnyk M,
Chmielewski M, Gawarecka K, Chojnacki T, Swiezewska E, Malecki M. Prenyl
ammonium salts–new carriers for gene delivery: a B16-F10 mouse melanoma
model. PLoS One. 2016;11:e0153633. 12. Stachyra A, Gora-Sochacka A, Sawicka R, Florys K, Saczynska V, Olszewska M,
Pikula A, Smietanka K, Minta Z, Szewczyk B, et al. Highly immunogenic
prime-boost DNA vaccination protects chickens against challenge with
homologous and heterologous H5N1 virus. Trials Vaccinology. 2014;3:40–6. 13. Stachyra A, Redkiewicz P, Kosson P, Protasiuk A, Góra-Sochacka A, Kudla G,
Sirko A. Codon optimization of antigen coding sequences improves the
immune potential of DNA vaccines against avian influenza virus H5N1 in
mice and chickens. Virol J. 2016;13:143. 14. Stachyra A, Góra-Sochacka A, Zagórski-Ostoja W, Król E, Sirko A. Antibody
response to DNA vaccine against H5N1 avian influenza virus in broilers
immunized according to three schedules. Acta Biochim Pol. 2014;61:593–6. 15. Reyes L, Hartikka J, Bozoukova V, Sukhu L, Nishioka W, Singh G, Ferrari M,
Enas J, Wheeler CJ, Manthorpe M, Wloch MK. Vaxfectin enhances antigen
specific antibody titers and maintains Th1 type immune responses to
plasmid DNA immunization. Vaccine. 2001;19:3778–86. 16. Vilalta A, Shlapobersky M, Wei Q, Planchon R, Rolland A, Sullivan S. Analysis
of biomarkers after intramuscular injection of Vaxfectin-formulated hCMV gB
plasmid DNA. Vaccine. 2009;27:7409–17. 17. Grunwald T, Ulbert S. Improvement of DNA vaccination by adjuvants and
sophisticated delivery devices: vaccine-platforms for the battle against
infectious diseases. Clin Exp Vaccine Res. 2015;4:1–10. 18. Dupuis M, Denis-Mize K, Woo C, Goldbeck C, Selby MJ, Chen M, Otten GR,
Ulmer JB, Donnelly JJ, Ott G, McDonald DM. Stachyra et al. Virology Journal (2017) 14:168 17.
Grunwald T, Ulbert S. Improvement of DNA vaccination by adjuvants and
sophisticated delivery devices: vaccine-platforms for the battle against
infectious diseases. Clin Exp Vaccine Res. 2015;4:1–10. 16.
Vilalta A, Shlapobersky M, Wei Q, Planchon R, Rolland A, Sullivan S. Analysis
of biomarkers after intramuscular injection of Vaxfectin-formulated hCMV gB
plasmid DNA. Vaccine. 2009;27:7409–17. Availability of data and materials Distribution of DNA vaccines
determines their immunogenicity after intramuscular injection in mice. J
Immunol. 2000;165:2850–8. 19. Farris E, Brown DM, Ramer-Tait AE, Pannier AK. Micro- and nanoparticulates
for DNA vaccine delivery. Exp Biol Med (Maywood). 2016;241:919–29. • We accept pre-submission inquiries
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https://openalex.org/W1982566777
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Single-neutron orbits near 78 Ni: Spectroscopy of the<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif" overflow="scroll"><mml:mi>N</mml:mi><mml:mo>=</mml:mo><mml:mn>49</mml:mn></mml:math>isotope 79 Zn
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Physics letters. B
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cc-by
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Single-neutron orbits near 78Ni: Spectroscopy of the N = 49
isotope 79Zn Box 35, FIN-40014 Jyväskylä, Finland
q Institut für Kernphysik, Technische Universität Darmstadt, D-64289 Darmstadt, Germany
r AB Department, CERN 1211, Geneva 23, Switzerland
s IPHC, CNRS/IN2P3, Université de Strasbourg, F-67037 Strasbourg, France
t Università degli studi di Padova and INFN Sezione di Padova, Padova I-35131, Italy
u Institut für Kernphysik, Universität zu Köln, D-50937 Köln, Germany
v GANIL, CEA/DSM-CNRS/IN2P3, F-14076 Caen, France Instituto de Estructura de la Materia, IEM-CSIC, Madrid, E-28006, Spain a Instituto de Estructura de la Materia, IEM-CSIC, Madrid, E-28006, Spain c School of Engineering, University of the West of Scotland, Paisley, P
d d Scottish Universities Physics Alliance (SUPA), United Kingdom Contents lists available at ScienceDirect Contents lists available at ScienceDirect Physics Letters B 740 (2015) 298–302 Physics Letters B 740 (2015) 298–302 Single-neutron orbits near 78Ni: Spectroscopy of the N = 49
isotope 79Zn R. Orlandi a,b,c,d,e,∗, D. Mücher f, R. Raabe b, A. Jungclaus a, S.D. Pain g, V. Bildstein f,
R. Chapman c,d, G. de Angelis h, J.G. Johansen i, P. Van Duppen b, A.N. Andreyev c,d,j,e,
S. Bottoni b,k, T.E. Cocolios m, H. De Witte b, J. Diriken b, J. Elseviers b, F. Flavigny b,
L.P. Gaffney n,b, R. Gernhäuser f, A. Gottardo h, M. Huyse b, A. Illana a, J. Konki l,o,p, T. Kröll q,
R. Krücken f, J.F.W. Lane c,d, V. Liberati c,d, B. Marsh r, K. Nowak f, F. Nowacki s,
J. Pakarinen l,o,p, E. Rapisarda b, F. Recchia t, P. Reiter u, T. Roger b,v, E. Sahin h, M. Seidlitz u,
K. Sieja s, J.F. Smith c,d, J.J. Valiente Dobón h, M. von Schmid q, D. Voulot r, N. Warr u,
F.K. Wenander r, K. Wimmer f a Instituto de Estructura de la Materia, IEM-CSIC, Madrid, E-28006, Spain
b KU Leuven, Instituut voor Kern- en Stralingsfysica, B-3001 Heverlee, Belgium
c School of Engineering, University of the West of Scotland, Paisley, PA1 2BE, United Kingdom
d Scottish Universities Physics Alliance (SUPA), United Kingdom
e Advanced Science Research Center, Japan Atomic Energy Agency, Tokai, Ibaraki, 319-1195, Japan
f Physik Department E12, Technische Universität München, D-85748 Garching, Germany
g Physics Division, Oak Ridge National Laboratory, Oak Ridge, TN 37831, USA
h Istituto Nazionale di Fisica Nucleare, Laboratori Nazionali di Legnaro, Legnaro, I-35020, Italy
i Department of Physics and Astronomy, Aarhus University, DK-8000 Aarhus, Denmark
j Department of Physics, University of York, Heslington, YO10 5DD, United Kingdom
k Dipartimento di Fisica, Università di Milano and INFN Sezione di Milano, I-20133, Italy
l PH Department, CERN 1211, Geneva 23, Switzerland
m School of Physics and Astronomy, University of Manchester, Manchester, M13 9PL, United Kingdom
n Oliver Lodge Laboratory, University of Liverpool, Liverpool L69 9ZE, United Kingdom
o Helsinki Institute of Physics, University of Helsinki, P.O. Box 64, FIN-00014 Helsinki, Finland
p Department of Physics, University of Jyväskylä, P.O. a r t i c l e
i n f o Additional data (ap-
proximately 20 hours), collected using a thick (∼1.7 mg/cm2) DPE
target, permitted to confirm weak coincidences observed in the
thin-target data. The region of isotopes near 78Ni is the focus of intense exper-
imental and theoretical research (cf., for example, [7–12] and ref-
erences therein). Whether 78Ni can be considered a doubly-magic
spherical nucleus depends ultimately on the size of the Z = 28 and
N = 50 shell gaps. To date, however, scarce information is available
on 78Ni and on its immediate neighbors, and contrasting predic-
tions have been made [12,13] about its magicity. The properties of nuclei lying close to 78Ni also impact strongly
on astrophysical models of stellar nucleosynthesis and evolution. A recent example is related to the measurement of the 82Zn bind-
ing energy and its implications on the composition of neutron-
star crust [14]. Furthermore, a sensitivity study on the effect of
neutron-capture rates on the A ∼80 and A ∼130 r-process peaks
[15] revealed that 78Zn and 79Zn are among the few isotopes
which can cause the largest change (>15%) in the overall abun-
dance pattern, affecting the abundances of masses as high as
A ∼195. The reaction was studied using the segmented T-REX array of Si
telescopes [23], and eight triple-cluster HPGe detectors of Miniball
[24], which surrounded the T-REX scattering chamber. The coin-
cident detection of light charged particles and γ rays led to the
identification of states which could not be resolved using only the
proton data. Furthermore, the charged-particle data constrained
the placement of states in the level scheme which would have
been ambiguous from the γ -ray data alone. Single-nucleon transfer reactions are a very sensitive technique
to populate single-particle states and to investigate the structure of
the isotopes produced [16–19]. Performing such reactions on 78Ni
will reveal the energies of the single-particle orbits governing the
properties of 78Ni and its neighbors. The necessary experiments
however still require years of developments in radioactive-ion-
beam production. Revealing insights about the structure of 78Ni
can nonetheless be gained by studying close-lying isotopes. More-
over, an accurate description of the evolution of nuclear structure
across neighboring nuclei is an implicit test for theoretical predic-
tions of the properties of 78Ni. γ
In Fig. 1 (a), the 79Zn excitation energy deduced from reaction
kinematics is shown for proton singles and protons in coincidence
with all detected γ
rays. a r t i c l e
i n f o Article history:
Received 5 October 2014
Received in revised form 18 November 2014
Accepted 3 December 2014
Available online 9 December 2014
Editor: D.F. Geesaman
Keywords:
Nuclear structure
γ -Ray transitions
Transfer reactions
N = 50 shell closure Single-neutron states in the Z = 30, N = 49 isotope 79Zn have been populated using the 78Zn(d, p)79Zn
transfer reaction at REX-ISOLDE, CERN. The experimental setup allowed the combined detection of
protons ejected in the reaction, and of γ rays emitted by 79Zn. The analysis reveals that the lowest
excited states populated in the reaction lie at approximately 1 MeV of excitation, and involve neutron
orbits above the N = 50 shell gap. From the analysis of γ -ray data and of proton angular distributions,
characteristic of the amount of angular momentum transferred, a 5/2+ configuration was assigned to a
state at 983 keV. Comparison with large-scale-shell-model calculations supports a robust neutron N = 50
shell-closure for 78Ni. These data constitute an important step towards the understanding of the magicity
of 78Ni and of the structure of nuclei in the region. g
© 2014 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY license
(http://creativecommons.org/licenses/by/3.0/). Funded by SCOAP3. * Corresponding author at: Advanced Science Research Center, Japan Atomic Energy Agency, Tokai, Ibaraki, 319-1195, Japan. E-mail address: orlandi.riccardo@jaea.go.jp (R. Orlandi). g/
/j p y
014 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY license (http://creativecommons.org/licen p //
g/
/j p y
0370-2693/© 2014 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY license (http://creativec
SCOAP3. R. Orlandi et al. / Physics Letters B 740 (2015) 298–302 299 Fig. 1. (Color online.) a) 79Zn excitation energy deduced from proton kinematics
for all the transfer protons (black solid line) and from the protons in coincidence
with any γ ray (green, solid fill). b) 79Zn excitation energy in coincidence with the
983-keV γ ray, corrected for γ -ray efficiency. c) Same as b), but in coincidence
either with the 236-keV (blue) or the 1859-keV γ transitions (red). Shell structure characterizes several many-body systems of
fermions moving in a common potential, such as atomic elec-
trons, metal clusters and nuclei. Angular momentum quantization
induces a bunching of the single-particle states, resulting in shells
separated by energy gaps. a r t i c l e
i n f o Three main peaks can be seen, cen-
tered respectively around 1.2, 2.5 and 3.3 MeV. Due to kinematic
compression and to the detection threshold, only transfer protons
corresponding to the lowest-energy peak could be detected both
at forward and backward angles, and meaningfully compared to
DWBA calculations. At this beam energy, the transferred neutrons
should populate mainly states or groups of states corresponding to
low-ℓorbits, mostly above the N = 50 gap, namely d5/2, s1/2 and
d3/2. The g7/2 orbit above the gap (ℓ = 4) and the neutron–hole
states based on p or f configuration are likely to be populated
very weakly. As an illustration, the 79Zn case can be compared to
the study of the N = 81 isotone 131Sn via the 130Sn(d, p)131Sn re-
action [17], in which only neutron orbits above the N = 82 gap
were populated. In this Letter, the first spectroscopic study of the Z = 30,
N = 49 isotope 79Zn is presented. In this nucleus, neutrons can oc-
cupy orbits which lie both below and above the N = 50 shell gap. Prior to this work, the available information about 79Zn was lim-
ited to its ground-state half life, 0.995(19) s [20]. The beta decay of
79Zn [8] supports a Jπ = 9/2+ ground-state configuration, in line
with the shell-model expectation that the odd neutron (hole) oc-
cupies the g9/2 orbit, and with N = 49 systematics. In the present
work, the 9/2+ assignment for the ground state has been adopted. 79 In this Letter, the first spectroscopic study of the Z = 30,
N = 49 isotope 79Zn is presented. In this nucleus, neutrons can oc-
cupy orbits which lie both below and above the N = 50 shell gap. Prior to this work, the available information about 79Zn was lim-
ited to its ground-state half life, 0.995(19) s [20]. The beta decay of
79Zn [8] supports a Jπ = 9/2+ ground-state configuration, in line
with the shell-model expectation that the odd neutron (hole) oc-
cupies the g9/2 orbit, and with N = 49 systematics. In the present
work, the 9/2+ assignment for the ground state has been adopted. In this work, excited states in 79Zn have been populated using
the 78Zn(d, p)79Zn reaction in inverse kinematics at REX-ISOLDE,
CERN (Q value = 1.796 MeV [21]). a r t i c l e
i n f o In the nuclear medium, such shell gaps
are revealed by nuclei with neutron and proton numbers corre-
sponding to closed-shell configurations. The properties of these
so-called magic nuclei and of their neighbors, which were cardi-
nal to the development of the nuclear shell model, could only be
reproduced when the role played by the nuclear spin–orbit inter-
action was recognized [1]. In recent years, experiments with radioactive ion beams have
shown that in some neutron-rich nuclei well-established shell clo-
sures can vanish, and new magic numbers appear [2,3]. The chal-
lenge to explain and predict the size of shell gaps away from beta
stability has led to considerable progress in nuclear physics, both
experimentally and theoretically. Despite some remarkable steps
forward in describing the evolution of shell structure, e.g. the in-
clusion of the tensor interaction [4] and three-body forces [5,6],
rare-isotope data are still essential to test and guide theoretical
advances. Nuclei away from the valley of beta stability with magic
numbers of neutrons and protons, and isotopes in their vicinity,
have become new cornerstones for the development of a reliable
theoretical picture of all nuclei. Fig. 1. (Color online.) a) 79Zn excitation energy deduced from proton kinematics
for all the transfer protons (black solid line) and from the protons in coincidence
with any γ ray (green, solid fill). b) 79Zn excitation energy in coincidence with the
983-keV γ ray, corrected for γ -ray efficiency. c) Same as b), but in coincidence
either with the 236-keV (blue) or the 1859-keV γ transitions (red). with a UCx target. 78Zn atoms were laser ionized using the RILIS
set up [22], mass separated, and post-accelerated by the REX-
LINAC to 2.83 MeV per nucleon. The 78Zn beam impinged on a
thin (105(10) μg/cm2) deuterated polyethylene (DPE) target. In ad-
dition to 78Zn, which made up ∼75% of the total intensity, the
beam also contained 78Rb (∼20%) and 78Ga (∼5%). Exploiting the
fact that without laser ionization only 78Zn disappeared from the
beam cocktail, the contribution from the contaminants could be
identified and subtracted offline by collecting data with the laser
periodically turned on and off (in total, approximately 100 hours
with and 35 hours without laser ionization). From the analysis of
elastically scattered deuterons, the estimated average 78Zn beam
intensity was 7.8(7) · 105 particles per second. a r t i c l e
i n f o Coincidence γ -ray spectra gated, respectively, on the 983-keV (a) or the
1859-keV (b) transitions, obtained using thick-target data. discussed below, the analysis of proton angular distributions are
indeed consistent with transfer of neutrons to the d5/2 and s1/2 or-
bits. The green curve in the same figure shows that, in coincidence
with γ -rays, the intensity of the first peak decreases significantly
more than that of the two higher-lying peaks. This observation
suggests the presence, in the excitation-energy range of the first
peak, of one or more states which are too long lived (more than
few nanoseconds) for their decay(s) to be detected in flight. The analysis of the 236- and 1859-keV single-γ -ray-gated exci-
tation energy spectra, shown in Fig. 1 (c), is key to positioning the
236-keV transition in the level scheme. A peak at ∼3.20(15) MeV
can be seen in both spectra (blue and red in the figure), but only
the 236-keV gate shows also a peak at 2.65(15) MeV, where the
large uncertainty is due to the Si-detector resolution (the thin
red peak appearing at 2.6 MeV in the 1859-keV gated spectrum
is not statistically significant). Their observed coincidence implies
that the 236-keV lies below the 1859-keV γ ray (otherwise no
peak could appear also at 2.65 MeV excitation energy). Hence,
the 236-keV transition must be the decay of a state with energy
at least as low as the difference between the 3.2 MeV excitation
energy and the 1859-keV γ ray, i.e. 1.34(15) MeV. In Fig. 1 (c),
however, no peak appears around or below 1.3 MeV, which means
that the state at ∼1.34 MeV is not (or too weakly) populated in the
direct reaction and only fed from higher-lying states. The prompt
character of the 236-keV transition implies that it has E1 or M1
multipolarity. The position of the 1185-keV transition was deduced
from its γ -gated excitation energy and the coincidence with the
236-keV γ ray. The γ
rays emitted by 79Zn were identified by requiring a
coincidence with the protons ejected in the neutron-transfer re-
actions. The Doppler-corrected γ -ray energy spectrum is shown in
Fig. 2 (a). Fig. 1 (b) and (c) are examples of excitation-energy spec-
tra of 79Zn gated by individual γ rays. Similarly, Fig. a r t i c l e
i n f o The
strongest peaks are labeled by their energy. The peak labeled “c” is due to a small
amount of 78Ga in the beam, due to in-flight 78Zn β decay. b) Same spectrum
gated on 79Zn excitation energy in the 0.8–1.7 MeV range, where only the 441-
and 983-keV transitions can be seen. See text for details. Fig. 3. Coincidence γ -ray spectra gated, respectively, on the 983-keV (a) or the
1859-keV (b) transitions, obtained using thick-target data. Fig. 2. a) Doppler-corrected 79Zn γ -ray spectrum, gated by all transfer protons. The
strongest peaks are labeled by their energy. The peak labeled “c” is due to a small
amount of 78Ga in the beam, due to in-flight 78Zn β decay. b) Same spectrum
gated on 79Zn excitation energy in the 0.8–1.7 MeV range, where only the 441-
and 983-keV transitions can be seen. See text for details. Fig. 4. Partial level scheme of 79Zn deduced in this work. The width of the arrows is
proportional to the relative transition intensities. With the exception of the isomeric
state ‘X’ at 1.10(15) MeV, all energies are in keV, with the error given in brackets. See text for details. Fig. 3. Coincidence γ -ray spectra gated, respectively, on the 983-keV (a) or the
1859-keV (b) transitions, obtained using thick-target data. ing to a neutron–hole in the f5/2 orbit. Interestingly, comparable
B(E2; 5/2+ →9/2+) strengths have been measured in neighbor-
ing N = 49 isotones 81Ge and 83Se (respectively, 0.0383(20) and
≈0.13 W.u. [25]). The direct and indirect feeding to the 983-keV state, which
makes its ground-state decay the most intense transition in the
spectrum, supports a 5/2+ assignment. The DWBA analysis dis-
cussed below confirms the 5/2+ assignment deduced from the
γ -ray analysis. In the case of the 1424-keV state, the prompt character of the
441-keV transition, the coincidence between the 983- and 441-keV
γ rays and the unobserved crossover ground-state transition favor
a spin 3/2+ or 5/2+. Few additional weak transitions, of 888, 1774
and 2321 keV, were tentatively placed in the level scheme: their
γ -ray-gated excitation energy spectra in fact exhibit a peak respec-
tively at 2.35(15), 3.30(15) and 3.45(15) MeV, compatible with a
direct feeding to either the 1424- or the 983-keV states. For the
888-keV transition, this placement is also supported by the ob-
served coincidence with the 441-keV transition. Fig. 3. a r t i c l e
i n f o 78Zn (T1/2 = 1.47(15) s) was
produced in collisions of 1.4 GeV protons from the CERN PS Booster In this work, excited states in 79Zn have been populated using
the 78Zn(d, p)79Zn reaction in inverse kinematics at REX-ISOLDE,
CERN (Q value = 1.796 MeV [21]). 78Zn (T1/2 = 1.47(15) s) was
produced in collisions of 1.4 GeV protons from the CERN PS Booster Fig. 1 (a) reveals that the lowest-lying states which are strongly
populated via transfer are found near 1 MeV. This observation
is important, since the position of the excited states based on
neutron orbits above the N = 50 shell reflects the gap size. As R. Orlandi et al. / Physics Letters B 740 (2015) 298–302 300 Fig. 4. Partial level scheme of 79Zn deduced in this work. The width of the arrows is
proportional to the relative transition intensities. With the exception of the isomeric
state ‘X’ at 1.10(15) MeV, all energies are in keV, with the error given in brackets. See text for details. Fig. 2. a) Doppler-corrected 79Zn γ -ray spectrum, gated by all transfer protons. The
strongest peaks are labeled by their energy. The peak labeled “c” is due to a small
amount of 78Ga in the beam, due to in-flight 78Zn β decay. b) Same spectrum
gated on 79Zn excitation energy in the 0.8–1.7 MeV range, where only the 441-
and 983-keV transitions can be seen. See text for details. Fig. 3. Coincidence γ -ray spectra gated, respectively, on the 983-keV (a) or the
1859-keV (b) transitions, obtained using thick-target data. Fig. 4. Partial level scheme of 79Zn deduced in this
proportional to the relative transition intensities. W
state ‘X’ at 1.10(15) MeV, all energies are in keV, w
See text for details. ing to a neutron–hole in the f5/2 orbit. B(E2; 5/2+ →9/2+) strengths have bee
ing N = 49 isotones 81Ge and 83Se (res
≈0.13 W.u. [25]). The direct and indirect feeding to t
makes its ground-state decay the most
spectrum, supports a 5/2+ assignment. cussed below confirms the 5/2+ assign
γ -ray analysis. In the case of the 1424-keV state, the
441-keV transition, the coincidence betw
γ rays and the unobserved crossover gro
a spin 3/2+ or 5/2+. Few additional wea
and 2321 keV, were tentatively placed i
d Fig. 2. a) Doppler-corrected 79Zn γ -ray spectrum, gated by all transfer protons. a r t i c l e
i n f o The large
amount of feeding from higher lying states favors a positive parity,
but a negative parity cannot be excluded. Illustrative angular distributions are shown in Fig. 5 (a) and (b). In both cases, the excitation energy of 79Zn was restricted to the
lowest peak of Fig. 1 (a). The data in Fig. 5 (a) were not gated
on any γ -ray line, and are poorly fitted by any single ℓtrans-
fer. These data are instead well described by a sum of ℓ = 0
and ℓ = 2 distributions. The simultaneous fit of two distribu-
tions yields a significantly smaller reduced χ 2 (2.1) than obtained
by fitting a single ℓ(χ 2 = 17.8 and 18, respectively). The scal-
ing factors were left as free parameters in the fit and found to
be, respectively, 0.41(3)(10) and 0.51(4)(12) (where the first error
is statistical, and the second systematic). If, in addition to ℓ = 0
and 2, also a third, ℓ = 1 distribution is added to the simultane-
ous fit, the latter has a scaling factor compatible with zero while
the former are substantially unchanged, indicating that mostly d
and s orbits were populated in this energy range. It is instructive to compare the 5/2+-state energy, 983 keV,
with state-of-the-art shell-model calculations [12]. The large shell-
model space includes the proton orbits p1/2, p3/2, f72 and f5/2,
and the neutron orbits p1/2, p3/2, f5/2, g92 and d5/2, which lies
above the N = 50 shell gap. Details about the interaction can be
found in Refs. [12,34]. As it can be seen in Fig. 6, these calcu-
lations reproduce very well the measured energies of the lowest
lying 5/2+-state N = 49 isotones. For 79Zn they predict an energy
of 1029 keV, strikingly close to the measured 983 keV. This lowest
calculated 5/2+ state (SF = 0.53) is formed by the promotion of
one neutron from the g9/2 to the d5/2 orbit. The calculated B(E2)
transition strength to the ground state is only 4 e2 fm4 (0.2 W.u.). The equivalent lifetime, 240 ps, is compatible with the observed
tail of the 983-keV transition. The angular distribution changes instead considerably by requir-
ing the coincident detection of the 983-keV γ ray. This is shown
in Fig. 5 (b), together with DWBA calculations for transfer to, re-
spectively, pure ℓ = 0 or ℓ = 2 states. a r t i c l e
i n f o For the neutron bound-state potential, the radius and
diffuseness parameters were 1.25 and 0.65 fm, respectively. Exper-
imental spectroscopic factors (SF) were determined from the ratio
of experimental and DWBA cross sections, which were calculated
for SF = 1. The low beam energy leads to appreciable differences in
the DWBA distributions calculated using different optical-model-
potential parameterizations. Additional fits were therefore also per-
formed using different parameters from Refs. [30–33], and varying
the bound-state radius parameter from 1.20 to 1.30. The system-
atic uncertainties amount to approximately 20–25% variation in the
calculated SFs. It should be remarked however that the arguments
based on the analysis of angular distributions do not depend on
the chosen parameterization. Refs. [28,29]. For the neutron bound-state potential, the radius and
diffuseness parameters were 1.25 and 0.65 fm, respectively. Exper-
imental spectroscopic factors (SF) were determined from the ratio
of experimental and DWBA cross sections, which were calculated
for SF = 1. The low beam energy leads to appreciable differences in
the DWBA distributions calculated using different optical-model-
potential parameterizations. Additional fits were therefore also per-
formed using different parameters from Refs. [30–33], and varying
the bound-state radius parameter from 1.20 to 1.30. The system-
atic uncertainties amount to approximately 20–25% variation in the
calculated SFs. It should be remarked however that the arguments
based on the analysis of angular distributions do not depend on
the chosen parameterization. The ℓ = 0 strength revealed by the proton data (not gated by
any γ ray) of Fig. 5 (a) testifies the presence of an isomeric 1/2+
state near 1 MeV, with SF = 0.41(3)(10). The proton-singles data
were also split in three smaller ranges in excitation energy and
compared to DWBA calculations similar to those in Fig. 5 (a). The
weighted average of the ℓ = 0 strengths measured in the sub-sets
indicates that the 1/2+ state lies at approximately 1.05(15) MeV. It seems likely that this s1/2 neutron state corresponds in fact to
the 1.10(15)-MeV state deduced from gamma-ray gated excitation
energy spectra (labeled X in Fig. 4). If the strongly populated 1/2+
state coincides indeed with the level at 1.1 MeV, then the prompt
observation of the 236-keV γ -ray limits the possible spin of the
1.34(15)-MeV state to (1/2) or (3/2) (X +236 in Fig. 4). a r t i c l e
i n f o 2 (b) shows
that only the 441- and 983-keV lines are still clearly visible if the
79Zn excitation energy is restricted to the lowest peak of Fig. 1 (a)
(from 0.8 to 1.7 MeV). Such spectra, together with observed γ
coincidences, such as those presented in Fig. 3, proved essen-
tial to place the main transitions in the level scheme. No other
γ ray was observed below 0.8-MeV excitation energy. It should
also be noted that the γ -ray detection efficiency drops drastically
below 120 keV. Fig. 3 shows that both the 441–983-keV and the
236–1859-keV pairs were each found to be coincident. The partial level scheme of 79Zn deduced in this work is pre-
sented in Fig. 4. According to measured intensities and coincidence
relations, the 983-keV state decays directly to the ground state,
and it is fed by the 441-keV transition. Since the 983-keV tran-
sition is prompt, despite a low energy tail, its multipolarity can
only be dipole or quadrupole. If the tail is due to the lifetime
of the 983-keV state, and not to unobserved feeding, it suggests
a lifetime of the order of few hundred picoseconds, with mul-
tipolarity E2 or M2. A slow E2 (0.05 < B(E2) < 0.2 W.u.) seems
much more likely. An M2 character would in fact require this low-
lying and strongly populated state to be a 5/2−state, correspond- From the unobserved coincidence with the 983-keV transition
it follows that the 236-keV γ ray feeds an isomeric state lying
approximately at 1.10(15) MeV. Proton angular distributions, which
are characteristic of the angular momentum transfer, ℓ, provide
a strong argument to identify this 1.10(15)-keV state with a 1/2+
state. The measured proton angular distributions were compared
to DWBA calculations performed with the codes FRESCO [26]
and TWOFNR [27] using global optical model potentials from R. Orlandi et al. / Physics Letters B 740 (2015) 298–302 301 Fig. 5. (Color online.) a) Proton angular distributions for the 79Zn excitation energy
range 0.85–1.55 MeV and scaled DWBA calculations for ℓ = 0, 2 and a sum of
the two. b) Same proton data, gated also on the 983-keV γ -ray line, and DWBA
calculations for ℓ = 0 or 2. Fig. 6. (Color online.) Experimental and calculated N = 50 gap sizes (filled and open
diamonds) and first-excited 5/2+-state energies (filled and open circles) for N = 49
isotones. a r t i c l e
i n f o The measurement from this work is highlighted in blue. The gap sizes
were determined from two-neutron separation energies calculated from mass ex-
cesses from [21] (and [14] for 82Zn). and feed the 983-keV state. In summary, approximately 75% of the Fig. 6. (Color online.) Experimental and calculated N = 50 gap sizes (filled and open
diamonds) and first-excited 5/2+-state energies (filled and open circles) for N = 49
isotones. The measurement from this work is highlighted in blue. The gap sizes
were determined from two-neutron separation energies calculated from mass ex-
cesses from [21] (and [14] for 82Zn). Fig. 5. (Color online.) a) Proton angular distributions for the 79Zn excitation energy
range 0.85–1.55 MeV and scaled DWBA calculations for ℓ = 0, 2 and a sum of
the two. b) Same proton data, gated also on the 983-keV γ -ray line, and DWBA
calculations for ℓ = 0 or 2. Fig. 6. (Color online.) Experimental and calculated N = 50 gap sizes (filled and open
diamonds) and first-excited 5/2+-state energies (filled and open circles) for N = 49
isotones. The measurement from this work is highlighted in blue. The gap sizes
were determined from two-neutron separation energies calculated from mass ex-
cesses from [21] (and [14] for 82Zn). Fig. 5. (Color online.) a) Proton angular distributions for the 79Zn excitation energy
0 85 155 M V
d
l d DWBA
l
l
i
f
ℓ
0 2
d
f Fig. 6. (Color online.) Experimental and calculated N = 50 gap sizes (filled and open
diamonds) and first-excited 5/2+-state energies (filled and open circles) for N = 49
isotones. The measurement from this work is highlighted in blue. The gap sizes
were determined from two-neutron separation energies calculated from mass ex-
cesses from [21] (and [14] for 82Zn). Fig. 5. (Color online.) a) Proton angular distributions for the 79Zn excitation energy
range 0.85–1.55 MeV and scaled DWBA calculations for ℓ = 0, 2 and a sum of
the two. b) Same proton data, gated also on the 983-keV γ -ray line, and DWBA
calculations for ℓ = 0 or 2. and feed the 983-keV state. In summary, approximately 75% of the
measured ℓ = 2 strength in this energy range results in the direct
or indirect feeding of the state at 983 keV, again consistent with a
5/2+ assignment. Refs. [28,29]. a r t i c l e
i n f o A pure ℓ = 2 distribution
(transfer to a d5/2 or d3/2 neutron state) yields a better fit and
confirms the 5/2+ assignment of the 983-keV state deduced from
γ -ray data. Jπ = 3/2+ can in fact be excluded since it would lead
to an isomeric M3 ground-state transition. Fig. 6 shows that the calculations also reproduce reasonably
well the evolution of the N = 50 gap deduced from 2-neutron sep-
aration energies [14,21], with a minimum at Z = 32 and a larger
gap in zinc than in germanium, although the experimental gap size
in these two isotones is 450 keV smaller. The calculations predict
a doubly-magic 78Ni with shell gaps of 4.7 MeV for neutrons and
5.0 MeV for protons, and a first 2+-state lying at nearly 4 MeV. If
at least the relative increase in gap size between zinc and nickel is
correct, the N = 50 gap in 78Ni can be expected to be at least as
large as 4.2 MeV. A similar distribution is observed when gating the same excita-
tion energy region by the 441-keV transition: the data, not shown
here, are best fitted by ℓ = 2, and yield SF = 0.05(1)(2). The
comparison between Fig. 1 (b) and the intensity strength of the
441-keV transition suggests that the 983-keV state is also fed by
additional low-energy undetected γ -ray transition(s) from one or
more states between 1.0 and 1.4 MeV. The measured angular dis-
tributions imply however that these states have ℓ = 2 character In conclusion, this spectroscopic study of 79Zn has permitted
the identification of key states near 1 MeV of excitation energy, R. Orlandi et al. / Physics Letters B 740 (2015) 298–302 302 based on the occupancy of single-particle states above the N = 50
shell gap. The agreement between the current measurement and
recent large-scale shell-model calculations supports the picture of
a robust N = 50 shell closure for 78Ni. This newly acquired knowl-
edge about neutron single-particle states in 79Zn will also be im-
portant to constraining neutron-capture rates on 78Zn, which have
been shown to impact the final r-process abundance pattern dur-
ing freeze-out periods. [9] Z.Y. Xu, S. Nishimura, G. Lorusso, F. Browne, P. Doornenbal, et al., Phys. Rev. Lett. 113 (2014) 032505, http://dx.doi.org/10.1103/PhysRevLett.113.032505. [10] T. Marchi, G. de Angelis, T. Baugher, D. Bazin, J. Berryman, EPJ Web Conf. 66
(2014) 02066, http://dx.doi.org/10.1051/epjconf/20146602066. Acknowledgements [15] R.A. Surman, M.R. Mumpower, G.C. Mclaughlin, R. Sinclair, W.R. Hix, K.L. Jones,
in: P.E. Garrett, B. Hadinia (Eds.), Proceedings of the 14th International Sympo-
sium on Capture Gamma-Ray Spectroscopy and Related Topics, Guelph, 2013,
World Scientific, 2013, p. 304. This work was supported by the European Commission through
the Marie Curie Actions Contracts Nos. PIEFGA-2011-30096 (R.O.)
and PIEFGA-2008-219175 (J.P.), by the Spanish Ministerio de
Ciencia e Innovación under contracts FPA2009-13377-C02 and
FPA2011-29854-C04, by the Spanish MEC Consolider – Ingenio
2010, Project No. CDS2007-00042 (CPAN), by FWO-Vlaanderen
(Belgium), by GOA/2010/010 (BOF KU Leuven), by the Interuni-
versity Attraction Poles Programme initiated by the Belgian Sci-
ence Policy Office (BriX network P7/12), by the European Union
Seventh Framework Programme through ENSAR, contract no. RII3-CT-2010-262010, and by the German BMBF under contracts
05P09PKCI5, 05P12PKFNE, 05P12RDCIA and 06DA9036I. R.O., R.C.,
J.F.W.L., V.L. and J.F.S. also acknowledge support from STFC, Grant
Nos. PP/F000944/1, ST/F007590/1, and ST/J000183/2. The authors
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Effect of vitamin A on intestinal mucosal injury in pediatric patients receiving hematopoietic stem cell transplantation and chemotherapy: a quasai-randomized trial
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Effect of vitamin A on intestinal mucosal injury in
pediatric patients receiving hematopoietic stem cell
transplantation and chemotherapy: a quasai-
randomized trial Ploy Pattanakitsakul
Mahidol University Faculty of Medicine Ramathibodi Hospital
Nalinee Chongviriyaphan
Mahidol University Faculty of Medicine Ramathibodi Hospital
Samart Pakakasama
Mahidol University Faculty of Medicine Ramathibodi Hospital
Nopporn Apiwattanakul
(
np36@hotmail.com
)
Faculty of Medicine Ramathibodi Hospital Mahidol University
https://orcid.org/0000-0003-1833-5127
Research note
Keywords: vitamin A supplementation, citrulline, hematopoietic stem cell transplantation, mucosal injury,
pediatrics
Posted Date: September 22nd, 2020
DOI: https://doi.org/10.21203/rs.3.rs-47527/v2
License:
This work is licensed under a Creative Commons Attribution 4.0 International
License. Read Full License Ploy Pattanakitsakul
Mahidol University Faculty of Medicine Ramathibodi Hospital
Nalinee Chongviriyaphan
Mahidol University Faculty of Medicine Ramathibodi Hospital
Samart Pakakasama
Mahidol University Faculty of Medicine Ramathibodi Hospital
Nopporn Apiwattanakul
(
np36@hotmail.com
)
Faculty of Medicine Ramathibodi Hospital Mahidol University
https://orcid.org/0000-0003-1833-5127
Research note
Keywords: vitamin A supplementation, citrulline, hematopoietic stem cell transplantation, mucosal injury,
pediatrics
Posted Date: September 22nd, 2020
DOI: https://doi.org/10.21203/rs.3.rs-47527/v2
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 October 2nd, 2020. See the published Research note Posted Date: September 22nd, 2020 License:
This work is licensed under a Creative Commons Attribution 4.0 International
License. R
d F ll Li 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 October 2nd, 2020. See the published
version at https://doi.org/10.1186/s13104-020-05307-8. Page 1/13 Abstract Objective: Vitamin A is involved in maintenance of gut mucosal integrity and normal immune function. However, it is unclear whether these functions of vitamin A have any beneficial effects in patients
undergoing hematopoietic stem cell transplantation (HSCT). In this study, we aimed to examine the
potential protective effect of vitamin A supplementation on gastrointestinal (GI) mucosal integrity in
HSCT recipients using plasma citrulline as a surrogate marker of intestinal integrity. Results: We performed a quasi-randomized trial in 30 pediatric patients undergoing HSCT. Half (n = 15) of
the patients received a single high dose of vitamin A (200,000 IU) before the conditioning regimen was
given, and half (n = 15) did not. Clinical data of patients who developed post-transplant complications
were recorded for 60 days after HSCT. There were no significant differences in mean plasma citrulline
levels on day 7 after HSCT between the treatment and control groups (5.8 vs. 5.9 µmol/L, respectively). The incidence of mucositis and other complications were not different between the two groups within 60
days of HSCT. Vitamin A supplementation prior to HSCT in pediatric patients had no clinical benefit in
protecting GI mucosal integrity. Study design This study was a preliminary, single center, prospective, quasi-randomized, clinical trial. Eligible patients
were assigned to one of two groups by 1:1 alternation: 15 patients received a single oral dose of 200,000
IU of vitamin A before the conditioning chemotherpay; the other 15 patients did not receive vitamin A
supplementation (Supplementary Fig. 1). Baseline characteristics including age, sex, body weight, height,
diagnosis, donor type and conditioning chemotherapy regimens were collected. Blood samples were collected before administration of vitamin A, on stem cell infusion day (day 0), and 7
days after HSCT. Plasma was separated by centrifugation and stored at −80°C until analysis. Plasma
retinol and citrulline levels were analyzed using high-performance liquid chromatography (HPLC) and
cation-exchange HPLC techniques, respectively. All of the patients were followed for a period of 60 days after HSCT. Clinical data including number and
consistency of stools, fever and oral mucositis were recorded thrice daily (every 8 hours). Participants We prospectively enrolled patients aged 1–18 years who underwent HSCT from May 2017 to August
2018 at the Bone Marrow Transplantation Unit, Ramathibodi Hospital, Thailand. Patients were excluded if
they had received vitamin A supplementation in the previous 3 months before enrollment or had renal
insufficiency (GFR < 50 mL/min), which causes false elevation of citrulline levels [10]. HSCT was performed on the basis of underlying diseases according to our institutional protocols. All
participants received conditioning chemotherapy, supportive care and antimicrobial prophylaxis after
receiving stem cells. This trial was approved by the Institutional Ethics Committee, Faculty of Medicine, Ramathibodi Hospital,
Mahidol University (ID 03-60-18). All patients and/or their parents provided written informed consent. The
study was registered at the Thai Clinical Trials Registry (TCTR20191207002) and partly adhered to
CONSORT guidelines. Introduction Infection is a major cause of morbidity and mortality during the neutropenic phase in patients undergoing
hematopoietic stem cell transplantation (HSCT) [1, 2]. Approximately 40% of stem cell transplant patients
develop mucositis following the intensive chemotherapy. In addition to prolonged severe neutropenia,
mucosal barrier injury in the gastrointestinal (GI) tract poses additional risks of local bacterial infection
and septicemia during the pre-engraftment period [3-9]. Mucositis that occurs following conditioning chemotherapy in these patients is found throughout the GI
tract and is generally not directly detectable. Thus, many studies have used plasma citrulline as a
noninvasive biomarker of intestinal mucosal damage. Citrulline is an amino acid mainly produced by
enterocytes of the small bowel. Decreased levels of plasma citrulline are correlated with significant
epithelial small bowel loss [10-12]. Vitamin A plays an essential role in maintaining gut mucosal integrity and immune function[13]. In
previous studies of newly diagnosed children with malignancy, vitamin A-deficient patients tended to
have more serious febrile episodes, oral mucositis and infections compared with children who had
normal vitamin A status [14, 15]. Furthermore, a study in vitamin A-deficient rats revealed that vitamin A
supplementation had a protective effect on the intestinal mucosal barrier following intensive
chemotherapy [16, 17]. Currently, the World Health Organization (WHO) recommends a single high dose of vitamin A
supplementation for severely malnourished children (100,000 IU in 6–11 month-old infants; 200,000 IU in
children ≥ 12–71 months of age), especially in Southeast Asia and Africa, where deficiency is a public
health problem [18]. Reports have also suggested that vitamin A supplementation can reduce mortality in Page 2/13 Page 2/13 childhood measles and diarrhea [19]. To date, the potential protective effect of vitamin A
supplementation on mucosal injury in HSCT patients remains unclear. We conducted a preliminary study
by quasi-randomized trial to examine whether vitamin A could protect against GI mucosal injury after
chemotherapy in pediatric patients undergoing HSCT. childhood measles and diarrhea [19]. To date, the potential protective effect of vitamin A
supplementation on mucosal injury in HSCT patients remains unclear. We conducted a preliminary study
by quasi-randomized trial to examine whether vitamin A could protect against GI mucosal injury after
chemotherapy in pediatric patients undergoing HSCT. Results The baseline characteristics of the eligible patients are shown in Table 1. The mean age was 9.6 years in
the vitamin A group and 7.8 years in the control group. Forty percent of the patients had underlying
diseases of malignancy. Two-thirds of the patients underwent haploidentical HSCT. The baseline plasma
vitamin A level was similar between the vitamin A (44.1 ± 21.4 µg/dL) and control (47.9 ± 19.3 µg/dL)
groups. Five patients in the vitamin A group and two patients in the control group had a vitamin A level <
30 µg/dL (Table 2). No patients had clinical signs of vitamin A deficiency at the time of enrollment. Figure
1A shows that the plasma vitamin A level increased from baseline, peaked at day 0 and decreased at day
7; however, these changes were not different between the two groups. Statistical analysis Between-group comparisons were analyzed using the Mann Whitney U-test or the Student’s t-test for
continuous data, and the χ2 test or Fisher’s exact test for categorical data. Comparisons of plasma
vitamin A and citrulline levels between the two groups were performed by mixed linear regression. Statistical significance was defined as a p value < 0.05. Statistical analysis of data was performed using
the Stata version 15.1 (StataCorp LLC, College Station, TX, USA). Outcomes The primary outcome of this study was GI mucosal damage after HSCT indicated by plasma citrulline
level. Secondary outcomes, assessed up to 60 days after HSCT, were post-HSCT complications including Page 3/13 incidence of febrile neutropenia, oral mucositis, infections, diarrhea, graft-versus-host disease (GVHD),
hemorrhagic cystitis, time of neutrophil engraftment, length of hospital stay, and mortality. Incidence of
vitamin A toxicity (headache, vomiting, seizure, change in mental status, visual disturbance) was also
recorded. incidence of febrile neutropenia, oral mucositis, infections, diarrhea, graft-versus-host disease (GVHD),
hemorrhagic cystitis, time of neutrophil engraftment, length of hospital stay, and mortality. Incidence of
vitamin A toxicity (headache, vomiting, seizure, change in mental status, visual disturbance) was also
recorded. Definitions Diarrhea was defined as passage of ≥ 3 watery stools in a 24-hour period. Bacterial infection was defined
as presence of pathogenic bacteria in cultures of blood, cerebrospinal fluid or > 105 CFU/mL in cultures of
urine. Pneumonia was diagnosed by imaging study. Febrile neutropenia was defined as a single oral
temperature measurement > 38.3°C, or a temperature > 38°C sustained over a 1-hour period with absolute
neutrophil count < 500 cells/µL or expected to decrease to < 500 cells/ µL during the next 48 hours. Neutrophil engraftment was defined as an absolute neutrophil count > 500 cells/ µL for 3 consecutive
days after HSCT. Vitamin A deficiency and insufficiency were defined as plasma vitamin A levels < 20 and
30 µg/dL, respectively. Incidence of vitamin A toxicity None of the enrolled patients had clinical features of vitamin A toxicity. Vitamin A supplementation in
patients with normal vitamin A status at baseline did not lead to any adverse events. Moreover, plasma
vitamin A at day 7 after HSCT did not reach a level considered toxic (> 100 µg/dL) [20] in either group
(Fig. 1A). Complications after HSCT There was no significant difference in the incidence of febrile neutropenia, oral mucositis, invasive
bacterial infections, diarrhea, hemorrhagic cystitis, graft-versus-host disease or death between the two
groups (Table 2). The severity of oral mucositis graded by the WHO scale [5] was also not different
between the two groups (Table 2). Two patients died during the study period, both belonging to the control group. The first patient was a 5-
year-old girl with underlying neuroblastoma who underwent haploidentical HSCT and developed toxic
leukoencephalopathy 18 days later. The second patient was an 8-year-old girl with underlying acute
myeloblastic leukemia who also underwent haploidentical HSCT and developed massive GI bleeding 48
days after HSCT. The cause of bleeding could not be determined. The mean durations of febrile neutropenia and diarrhea tended to be shorter in the vitamin A group, but
these differences were not statistically significant (Table 2). Effect of vitamin A supplementation on plasma citrulline levels Low plasma citrulline (< 20 μmol/L) indicates intestinal mucosal injury [12]. In this study, plasma
citrulline decreased following HSCT, with mean plasma citrulline levels reaching their lowest points at day
7 in both groups. There was no statistically significant difference in the change in citrulline levels
between the two groups (p = 0.09; Figure 1B). Page 4/13 Page 4/13 Discussion This preliminary trial on vitamin A supplementation in pediatric patients undergoing HSCT did not show a
beneficial effect of vitamin A on intestinal mucosal integrity. We found a prevalence of vitamin A
insufficiency of 23% in our study population. Conditioning chemotherapy can markedly impair intestinal
mucosal integrity, as indicated by a reduction in plasma citrulline level. While vitamin A supplementation
in this study did not rescue this effect, it did show a tendency of beneficial effects in terms of reduced
duration of diarrhea and febrile neutropenia. There are several possible explanations for why supplementation of vitamin A, proven to be an essential
nutrient for the maintenance of gut mucosal integrity and immune function [13, 21], did not show a
significant beneficial effect on mucosal integrity in our pediatric patients undergoing HSCT. We found
that the prevalence of vitamin A deficiency in this study was lower than a previous study [15]. Therefore,
the efficacy of a single high dose of vitamin A might not have been observable. Another possibility is that
the dose of 200,000 IU vitamin A in this study was not sufficient to rescue the mucosal integrity, as
evidenced by the patients in both groups showing similar decreases in plasma citrulline levels following
HSCT. The fact that no patients who received vitamin A supplementation had a toxic level of vitamin A
after supplementation implied that the dose could be safely increased. Hussey and Klein [22] showed that
high-dose vitamin A supplementation (400,000 IU) led to markedly diminished mortality and morbidity in Page 5/13 Page 5/13 in children hospitalized with severe measles in South Africa. However, 92% of the children in their study
had hyporetinemia (serum vitamin A level < 20 µg/dL). Since one animal study showed that exogenous retinoic acid significantly increased expression of the
gut-homing molecules, CCR9 and α4β7, and accumulation of CD4+ and CD8+ expression in the gut
mucosa, which could potentially increase the risk of gut GVHD in patients who receive exogenous vitamin
A [23]. However, the most recent study conducted by Gjærde et al. [24] showed that pretransplant vitamin
A level was not associated with incidence of acute GVHD or gastrointestinal GVHD. Our result supported
this study that vitamin A supplementation did not affect the incidence of acute GVHD in patients
following HSCT. Conclusion This preliminary study showed that vitamin A supplementation in the preconditioning period had no
clinical benefit on GI mucosal integrity in pediatric patients undergoing HSCT. Several factors could be
involved in modulating the effects of vitamin A on GI mucosal integrity, including the status of other
vitamins and minerals and the gut microbiota. The dose and appropriate timing for administration of
vitamin A supplementation should be investigated further. Discussion The discrepancy between the animal study and the studies in human may be due to the
fact that all-trans-retinoic acid was injected directly into peritoneum in the animal study. This may not
represent what actually occurs in human body. Of note, we observed that plasma vitamin A levels tended to increase at day 0 in patients in both groups
compared with baseline levels. This result might reflect an improved nutritional status of the patients
after being hospitalized. The patients’ diets were well controlled by hospital dieticians, and may have
elevated their vitamin A levels. This might have played a role in masking the potentially beneficial effects
of vitamin A supplementation on our outcomes of interest. However, plasma vitamin A levels decreased
at day 7 after HSCT. This may have been related to low nutritional intake and decreased intestinal
absorption due to presence of mucositis or higher vitamin A utilization [15]. Although plasma citrulline
levels were lowest at day 7 after HSCT, reflective of ongoing intestinal mucosal damage, plasma vitamin
A levels were still in the normal range. We speculate that the intestinal mucosal integrity in our patients
was also influenced by other factors, including zinc level [25], inflammation, infection [26], gut microbiota
[27, 28] and host immune response [13]. Another possibility is that a higher plasma concentration of
vitamin A was needed to rescue the intestinal damage. Given that the serum vitamin A and citrulline levels decreased from day 0 to day 7, it is worth exploring
further whether vitamin A supplementation around this time period could improve intestinal integrity. It
would also be interesting to investigate whether plasma vitamin A levels continue to decrease after day 7
post-HSCT. If so, supplementation of vitamin A at this time point may show benefits in improved
outcomes of HSCT. Limitations Page 6/13 The results of this study are preliminary. A larger sample size is needed to examine the potential
benefits of vitamin A in the reduction of duration of febrile neutropenia and diarrhea in this patient
population. The results of this study are preliminary. A larger sample size is needed to examine the potential
benefits of vitamin A in the reduction of duration of febrile neutropenia and diarrhea in this patient
population. This study was not a true randomized clinical trial. However, preliminary results from this study could
be a basis for a randomized clinical trial with appropriate sample size. This study was not a true randomized clinical trial. However, preliminary results from this study could
be a basis for a randomized clinical trial with appropriate sample size. A dose-response effect of vitamin A was not performed. Ethics approval and consent to participate This study was performed in accordance with the Declaration of Helsinki. The study protocol was
approved by the Research Ethical Committee of Ramathibodi Hospital, Mahidol University (ID 03-60-18). All subjects and/or parents provided written informed consents. Consent for publication Not applicable. Availability of data and materials All data generated and analyzed during this study are included in this published article (in the
supplementary information files). Declarations Ethics approval and consent to participate Abbreviations WHO: World Health Organization WHO: World Health Organization GI: gastrointestinal HSCT: hematopoietic stem cell transplantation TPN: total parenteral nutrition TPN: total parenteral nutrition Acknowledgments The authors gratefully acknowledge the nurses and staff of the Stem Cell Transplant Unit for cooperating
with this study. We also thank Michelle Kahmeyer-Gabbe, PhD, from Edanz Group (https://en-author-
services.edanzgroup.com/) for editing a draft of this manuscript. References 1. Elting LS, Cooksley C, Chambers M, Scott B Cantor, Ellen Manzullo, Edward B Rubenstein. The
burdens of cancer therapy: clinical and economic outcomes of chemotherapy‐induced mucositis. Competing interests The authors declare no conflicts of interest. The authors declare no conflicts of interest. This study was funded by a Ramathibodi Hospital Research Grant (RF_60079), Faculty of Medicine,
Ramathibodi Hospital, Mahidol University, Thailand. Author Contributions Page 7/13 Page 7/13 Contributor role
Authors
Conceptualization
N. Apiwattanakul, N. Chongviriyaphan, S. Pakakasama
Methodology
P. Pattanakitsakul, N. Apiwattanakul
Software
NA
Validation
P. Pattanakitsakul, N. Apiwattanakul
Formal analysis
P. Pattanakitsakul, N. Apiwattanakul
Investigation
P. Pattanakitsakul
Resources
NA
Data Curation
P. Pattanakitsakul, N. Apiwattanakul
Writing — original draft preparation
P. Pattanakitsakul,
Writing — review and editing
N. Apiwattanakul, N. Chongviriyaphan, S. Pakakasama
Visualization
P. Pattanakitsakul
Supervision
N. Apiwattanakul
Project administration
N. Apiwattanakul
Funding acquisition
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mortality, illness, and blindness in children aged under 5: systematic review and meta-analysis. BMJ. 2011;343:d5094. 19. Mayo-Wilson E, Imdad A, Herzer K, Yakoob MY, Bhutta ZA. Vitamin A supplements for preventing
mortality, illness, and blindness in children aged under 5: systematic review and meta-analysis. BMJ. 2011;343:d5094. 20. Olson JA. Recommended dietary intakes (RDI) of vitamin A in humans. Am J Clin Nutr. 1987;45(4):704–16. 20. Olson JA. Recommended dietary intakes (RDI) of vitamin A in humans. Am J Clin Nutr. 1987;45(4):704–16. 21. Dagdemir A, Yildirim H, Aliyazicioglu Y, Kanber Y, Albayrak D, Acar S. Does vitamin A prevent high-
dose-methotrexate-induced D-xylose malabsorption in children with cancer? Support Care Cancer. 2004;12(4):263–7. 21. Dagdemir A, Yildirim H, Aliyazicioglu Y, Kanber Y, Albayrak D, Acar S. Does vitamin A prevent high-
dose-methotrexate-induced D-xylose malabsorption in children with cancer? Support Care Cancer. 2004;12(4):263–7. 22. Hussey GD, Klein M. A randomized, controlled trial of vitamin A in children with severe measles. New
Engl J Med. 1990;323(3):160–4. 22. Hussey GD, Klein M. Table 2. Incidence and duration of secondary outcomes within 60 days of hematopoietic stem cell
transplantation in the two groups of study patients *Median (min–max). SD: standard deviation; TPN: total parenteral nutrition. Figures Tables Table 1. Baseline characteristics of the two groups of study patients Table 1. Baseline characteristics of the two groups of study patients Page 10/13 Characteristics
Study groups
Vitamin A
supplementation
(n = 15)
Non-vitamin A
supplementation
(n = 15)
Age, mean years ± SD
9.6 ± 4.3
7.8 ± 2.5
Male, n (%)
10 (66.7)
7 (46.7)
Underlying disease, n (%)
Malignant disease
Nonmalignant disease
7 (46.7)
8 (53.3)
5 (33.3)
10 (66.7)
Type of HSCT, n (%)
Haploidentical
Non-haploidentical
10 (66.7)
5 (33.3)
10 (66.7)
5 (33.3)
Weight for height, mean % ± SD
102.4 ± 18.63
97.9 ± 26.07
Baseline plasma retinol (µg/dL), mean ± SD
44.1 ± 21.4
47.9 ± 19.3
Plasma retinol < 30 µg/dL, n (%)
5 (33.3)
2 (13.3)
Baseline plasma citrulline (μmol/L), mean ±
SD
25.7 ± 10.8
29.2 ± 8
SD: standard deviation; HSCT: hematopoietic stem cell transplantation. D: standard deviation; HSCT: hematopoietic stem cell transplantation. SD: standard deviation; HSCT: hematopoietic stem cell transplantation. Table 2. Incidence and duration of secondary outcomes within 60 days of hematopoietic stem cell
transplantation in the two groups of study patients Table 2. Incidence and duration of secondary outcomes within 60 days of hematopoietic stem cell
transplantation in the two groups of study patients Page 11/13 Outcomes
Study groups
P
value
Vitamin A
supplementation
(n = 15)
Non-vitamin A
supplementation
(n = 15)
Febrile neutropenia, n (%)
11 (73.3)
11 (73.3)
1
Oral mucositis, n (%)
14 (93.3)
15 (100)
1
Oral mucositis severity grade 3–4, n
(%)
6 (40)
9 (60)
0.27
Diarrhea, n (%)
14 (93.3)
14 (93.3)
1
Hemorrhagic cystitis, n (%)
5 (33.3)
5 (33.3)
1
Graft-versus-host disease, n (%)
6 (40)
7 (46.7)
1
Bacterial infection, n (%)
1 (6.7)
2 (13.3)
1
Viral infection, n (%)
10 (66.7)
6 (40)
0.14
Day of neutrophil engraftment , mean
days ± SD
14 ± 2.8
14.2 ± 3.9
0.87
Duration of febrile neutropenia* , days
5 (2–10)
6.5 (1–21)
0.8
Duration of mucositis, mean days ±
SD
9 ± 3.8
9 ± 4.7
0.96
Duration of diarrhea* , days
11.5 (2–44)
15.5 (2–37)
0.42
Duration of need of TPN, days ± SD
13 ± 7.1
11 ± 6.6
0.42
Duration of hospitalization after day
0*, days
29 (18–83)
24 (15–54)
0.13
Mortality, n (%)
0
2 (13.3)
0.48 Study groups 0 Figures Median (min–max). SD: standard deviation; TPN: total parenteral nutrition. Figure 1 Levels of plasma retinol (A) and citrulline (B) at baseline, and at days 0 and 7 following hematopoietic
stem cell transplantation in the two study groups. The values represent median with interquartile range. Figures Page 12/13 Page 12/13 Page 12/13 Supplementary Files his is a list of supplementary files associated with this preprint. Click to dow CONSORT2010ChecklistVitaminAGIintegrity.doc Fig.S1.TIF supplementarydataJuly212020.xlsx Page 13/13
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O'SMIRLIK DAVRIDA DEVIANT XULQ – ATVORNING NAMOYON BO'LISHI
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JOURNAL OF NEW CENTURY INNOVATIONS JOURNAL OF NEW CENTURY INNOVATIONS Mirvaliyeva Maxliyo Yoqubjon qizi
NamDU o'qituvchisi
Nabijonova Muslimaxon Baxodirjon qizi
NamDU talabasi
+998 90 693 94 77 Mirvaliyeva Maxliyo Yoqubjon qizi
NamDU o'qituvchisi
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+998 90 693 94 77 Annotatsiya: Ushbu maqolada deviant xulq – atvorning o’smirlarda paydo
bo’lishi, tarbiyasi qiyin o’smirlarni o’rganish tamoyillari shu bilan bir qatorda
deviant xulq – atvor haqida ma'lumot berilgan. Kalit so’zlar: O’smirlik davri , deviantlik , intellektual qiziqishlar ,
emansipatsiya . O’smirlarda deviant xulq – atvorning paydo bo’lishidan avval , deviantlik nima
ekanligini bilib olishimiz zarur . Deviant xulq - atvor – jamiyatda o’rnatilgan axloq
me'yorlariga mos kelmaydigan insoniy faoliyat yoki xatti – harakat ijtimoiy hodisa
bo’lib , o’ģrilik , ichkilikbozlik , guyohvandlik , o’z joniga qasd qilish va boshqa
ko’plab shu kabi holatlar ushbu xulq – atvor xususiyatlari hisoblanadi. Biz
“oģishgan xulq” atamasini 5 yoshdan kichik bo’lmagan bolalarga qo’llash mumkin,
qat’iy ma'noda esa – 9 yoshdan keyin qo’llaniladi. Deviant axloqni ko’rib
chiqayotib, biz yaqqol salbiy assotsiatsiyani uyģotuvchi so’zni qo’llashga
majburmiz : deviant, addikt , noijtimoiy va ijtimoiy xulqqa qarshi va boshqalar. Shu
bilan birgalikda , aniq shaxs bilan ishlashda biz ongli ravishda hamda kamsituvchi
ohangli atamalardan foydalanishdan , shuningdek , tamģa osishdan tiyilmoģimiz
kerak. Chunki kimnidir noto’ģri nom bilan chaqirsak , unga nisbatan adolatsizlik
qilgan bo’lamiz. Shuni esda tutishimiz kerakki , birinchidan , axloqiy muammolar
o’ta keng tarqalgan . Ikkinchidan , oģishgan xulq chegaralarini aniqlash ko’pincha
murakkab. Jamiyatdagi o’zgarishlar me'yorlarning , albatta , axloqiy deviatsiya WSR journal.com Volume – 1_ march 2022
219 Volume – 1_ march 2022 219 WSR journal.com JOURNAL OF NEW CENTURY INNOVATIONS turlarining o’zgarishiga olib keladi. Biroq me'yorlarning o’zi va ulardan oģishish
har qanday ijtimoiy jamiyatning ajralmas qismi. Ijtimoiy darajada oģishgan xulq –
bu faqat jamiyat va shaxs orasidagi o’zaro munosabatning muhim bo’lgan
shakllaridan biri. O’gishgan xulqni ijtimoiy hodisa sifatida “tugatish" dargumon. Har bir holat va vaziyatlarda bu xulqning ko’rinishlari insonlarda namoyon bo’ladi
, xoh u maktab bo’lsin , xoh u jamoat joyi hamma yerda oģishgan xulqni
ko’rishimiz mumkin. Bundan tashqari , maxsus ko’rib chiqishda deviatsiyalar
jamiyat uchun me’yoriy va foydali ekanini isbotlash mumkin , chunki unda istiqbolli
o’zgarishlarni raģbatlantiradi. Individual darajada deviant axloq anchagina
muammoli ko’rinadi , chunki shaxsning o’zi va atrofdagi odamlar hayoti uchun real
zarar , deviant shaxsning ijtimoiy muhit bilan janjali , uning ijtimoiy
moslashmaganligi kabi salbiy fenomenlar bilan boģliq. Xususan , oģishgan xulq
shaxsiy darajada – bu shaxsning deviant usul va hayot tarzi shaklida yuzaga
chiquvchi ijtimoiy nuqtai nazardir. Ma'lumki , ko’pchilik odamlar istasalar
jamiyatga nisbatan o’z nuqtai nazarlarini o’zgartirishlari mumkin. JOURNAL OF NEW CENTURY INNOVATIONS oshadi. R. Mertonning anomiya nazariyasiga ko’ra , deviant harakatlar avvalo
, jamiyat tomonidan qabul qilingan va o’rnatilgan qiymatlarga erisha
olmagan paytda yuzaga keladi. Ijtimoiylashish nazariyasida , odamlar oģish
harakatlarining ba'zi birlari raģbatlantirish va e'tiborsiz qoldirish doirasida
sodir bo’ladi. Stigmatizatsiya nazariyasida deviant xulq atvorning paydo
bo’lishi shaxsni shunchaki ijtimoiy nuqtai nazardan aniqlanishi va unga
nisbatan repressiv yoki tuzatish choralarini qo’llash bilan mumkin bo’ladi ,
deb ishoniladi. Bugungi kunda ko’plab insonlarda deviantlikni ko’rishimiz
mumkin. Bu xulq - atvorga ma'lum bir doiradagi omillar sabab bo’ladi. Hozirgi kunda bolada , shaxsda xulq oģishlikni keltirib chiqaruvchi omillar
quyidagilar : oshadi. R. Mertonning anomiya nazariyasiga ko’ra , deviant harakatlar avvalo
, jamiyat tomonidan qabul qilingan va o’rnatilgan qiymatlarga erisha
olmagan paytda yuzaga keladi. Ijtimoiylashish nazariyasida , odamlar oģish
harakatlarining ba'zi birlari raģbatlantirish va e'tiborsiz qoldirish doirasida
sodir bo’ladi. Stigmatizatsiya nazariyasida deviant xulq atvorning paydo
bo’lishi shaxsni shunchaki ijtimoiy nuqtai nazardan aniqlanishi va unga
nisbatan repressiv yoki tuzatish choralarini qo’llash bilan mumkin bo’ladi ,
deb ishoniladi. Bugungi kunda ko’plab insonlarda deviantlikni ko’rishimiz
mumkin. Bu xulq - atvorga ma'lum bir doiradagi omillar sabab bo’ladi. Hozirgi kunda bolada , shaxsda xulq oģishlikni keltirib chiqaruvchi omillar
quyidagilar : Biologik omillar – bu asosan shaxsning nerv sistemasi , irsiyati , nasliy
kasalliklari bilan boģliq omildir. Biologik omillar – bu asosan shaxsning nerv sistemasi , irsiyati , nasliy
kasalliklari bilan boģliq omildir. Ijtimoiy omillar – bu bola yoki shaxsning ijtimoiy maqomi , roli , shaxslararo
munosabatlardagi o’rni bilan belgilanadigan sabab hisoblanadi. Psixologik omillar – bu shaxsning temperamenti , ruhiyati bilan uzviy boģliq
mezon sanaladi. Psixologik omillar – bu shaxsning temperamenti , ruhiyati bilan uzviy boģliq
mezon sanaladi. Yuqoridagi omillarni bilgan holda , tarbiya o’smirlar hayotida qanday ahamiyatga
ega ekanligini ko’rib chiqamiz. Tarbiya ģoyat murakkab psixologik jarayondir. Shuning uchun ham uluģ o’zbek pedagogi va ma'rifatparvari Abdulla Avloniy
o’zining “ Turkiy Guliston yoxud axloq “ asarida shunday deb iyozganlar. “ Alxosil
, tarbiya bizlar uchun yo hayot – yo najot – yo halokat ,yo saodat – yo falokat
masalasidir “. ( Toshkent , “ O’qituvchi “ nashriyoti. 1967 – yil 27 – bet. ) Birinchi
Prezidentimiz Islom Abduģaniyevich Karimov ham o’zlarining nutqlarida Abdulla
Avloniyning bu fikrlari ma'nosini bir karra quyidagicha ta'kidlab o’tgan edilar: “
Men Abdulla Avloniyning “ Tarbiya biz uchun yo hayot – yo mamot , yo najot -
yo halokat , yo saodat – yo falokat masalasidir “. – degan fikrini ko’p mushohada
qilaman. Mirvaliyeva Maxliyo Yoqubjon qizi
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Nabijonova Muslimaxon Baxodirjon qizi
NamDU talabasi
+998 90 693 94 77 D
i
t
tti
h
k tl
’
b tid ikki t
b ’li
di
lbi
ij bi Deviant xatti – harakatlar o’z navbatida ikki turga bo’linadi : salbiy va ijobiy. Deviant xulqning salbiy turlari: 1. Belgilangan yashash joyisiz yashash ,ko’chalarda tilanchilik , voyaga
yetmagan bolalar va o’spirinlar haqida gap ketganda uysiz qolish. 1. Belgilangan yashash joyisiz yashash ,ko’chalarda tilanchilik , voyaga
yetmagan bolalar va o’spirinlar haqida gap ketganda uysiz qolish. 2. Hayvonlar va odamlarga nisbatan shafqatsizlik , bu qonun ustuvorligida ,
lekin boshqalarning tashvishi va qo’rquviga sabab bo’ladi. 3. Yomon odatlarga moyillik – alkogol , giyohvand moddalar. Bu shuningdek ,
kompyuter va qimor o’yinlariga , fohishalikka , o’ģrilikka va qonunga
muvofiq turli darajadagi javobgarlik uchun javobgarlikka tortishni o’z ichiga
oladi . Ijobiy turi gepiraktivlik , daho bilan chegaradosh iste'dod , vazminlik - qonun
baxtiga zid bo’lmagan harakatlardir. Ijobiy turi gepiraktivlik , daho bilan chegaradosh iste'dod , vazminlik - qonun
baxtiga zid bo’lmagan harakatlardir. Deviant xulq – atvor haqidagi olimlarning fikriga keladigan bo’lsak , E. Dyurkgaymning fikriga ko’ra , jamiyat darajasida tartibga solish nazorati
zaiflashishi bilan xatti – harakatlardagi oģish ehtimoli sezilarli darajada Deviant xulq – atvor haqidagi olimlarning fikriga keladigan bo’lsak , E. Dyurkgaymning fikriga ko’ra , jamiyat darajasida tartibga solish nazorati
zaiflashishi bilan xatti – harakatlardagi oģish ehtimoli sezilarli darajada WSR journal.com Volume – 1_ march 2022
220 Volume – 1_ march 2022 WSR journal.com JOURNAL OF NEW CENTURY INNOVATIONS JOURNAL OF NEW CENTURY INNOVATIONS Buyuk ma'rifatparvarning bu so’zlari asrimiz boshida millatimiz uchun
qanchalar muhim va dolzarb bo’lgan bo’lsa hozirgi kunda biz uchun ham shunchalik
, balki undan ham ko’ra muhim sanaladi. Chunki ta'lim – tarbiya ong mahsuli , lekin WSR journal.com Volume – 1_ march 2022
221 Volume – 1_ march 2022 221 WSR journal.com JOURNAL OF NEW CENTURY INNOVATIONS ayni vaqtda ong darajasini va uning rivojini ham belgilaydigan omildir. Ta'lim –
tarbiya tizimini o’zgartirmasdan turib , ong darajasini o’zgartirib bo’lmaydi. Ongni
, tafakkurni o’zgartirmasdan turib esa biz ko’zlagan oliy maqsad – ozod va obod
jamiyatni barpo etib bo’lmaydi “. ( “Barkamol avlod orzusi. Toshkent. O’zbekiston
milliy ensiklopediyasi” Davlat ilmiy nashriyoti. 2000 – yil Z – b ) Mustaqillikka
erishganimizdan so’ng milliy qadriyatlarimizning tiklanishi va xalqimiz azaldan
e'zozlab kelayotgan milliy urf – odatlarimiz an'analarimiz by borada katta
ahamiyatga ega. Lekin ba’zi oilada tarbiyaviy faoliyatning susayishi natijasida oila
a'zolarining xulqida yomon odatlar ya'ni ichkilikbozlik, chekish , narkomaniya , turli
diniy oqimlar ta'siriga berilish , ma'naviy buzuqlik yo’liga kirish kabi holatlar
kuzatiladi. Hozirgi kunda barcha oilalarning shu qatorda yosh oilalarning ham
muhim vaziffalaridan biri – jamiyatda komil insonni shakklantirish va
tarbiyalashdir. Chunki shaxsning kamol topishi va tarbiyalanishi oilada , ota – ona
va boshqalarning ko’magi yordamida amalga oshadi. Xalqimizda ajoyib bir maqol
bor: “ Qush uyasida ko’rganini qiladi “. Oilada qanday muhit bo’lsa , bola shu
muhitni o’zida shakllantiradi. Ota – onalar va farzandlar o’rtasidagi nizolar bolalar ,
qolaversa , o’smirlar ongiga ham salbiy ta'sir ko’rsatadi. Bunga yaqqol misol qilib ,
bir do’stimizni olishimiz mumkin. U doim darsga kech qolardi. Vazifalarni ham
o’rnida bajarmas, ustozlarga gap qaytarar , o’zidan yomon qahramonni yasab olardi. Ustozlar va barcha katta yoshdagi insonlar gapirishsa ham ta'sir qilmasdi. Keyin uni
yaxshilab kuzatishdi va asosiy muammo oilada ekanligiga guvoh bo’lishdi , ya'ni
uning otasi bilan orasi yaxshi emasdi. Qandaydir masala yuzasidan tortishib , ota o’z
bolasiga e'tibor bermaydigan bo’lib qolgan ekan. Bu vaziyatdan ko’rishimiz
mumkin bo’lgan holat: o’smir yoshdagi bu bola boshqalarning e’tibori orqali
otasidan olmagan mehrni va e’tiborni olmoqchi bo’ladi. Bundan ko’rinib turibdiki ,
biz hozirda asosiy e'tiborimizni oilaga qaratishimiz kerak. Inson birinchi qadamni ,
hamma narsani oiladan oladi. Yoshlar va o’smirlarning bo’sh vaqtini mustaqil va
mazmunli tashkil etilmasa , xulqi oģishgan bolalar ko’payadi. Ota – onalar Ustozlar va barcha katta yoshdagi insonlar gapirishsa ham ta'sir qilmasdi. Keyin uni
yaxshilab kuzatishdi va asosiy muammo oilada ekanligiga guvoh bo’lishdi , ya'ni
uning otasi bilan orasi yaxshi emasdi. JOURNAL OF NEW CENTURY INNOVATIONS Qandaydir masala yuzasidan tortishib , ota o’z
bolasiga e'tibor bermaydigan bo’lib qolgan ekan. Bu vaziyatdan ko’rishimiz
mumkin bo’lgan holat: o’smir yoshdagi bu bola boshqalarning e’tibori orqali
otasidan olmagan mehrni va e’tiborni olmoqchi bo’ladi. Bundan ko’rinib turibdiki ,
biz hozirda asosiy e'tiborimizni oilaga qaratishimiz kerak. Inson birinchi qadamni ,
hamma narsani oiladan oladi. Yoshlar va o’smirlarning bo’sh vaqtini mustaqil va
mazmunli tashkil etilmasa , xulqi oģishgan bolalar ko’payadi. Ota – onalar
ichkilikka ruju qo’ysa yoki or – nomusni yiģishtirib qo’yib buzuqichilik qilsa ham
shunday bolalar ko’payib boraveradi. Insonning biologik , fiziologik , psixologik WSR journal.com Volume – 1_ march 2022
222 Volume – 1_ march 2022 WSR journal.com 222 JOURNAL OF NEW CENTURY INNOVATIONS o’sishining eng murakkab o’zgarishlar , qayta qurishlar , umid , intilishlar davri va
shu bilan birga oģir inqirozlar salbiy holatlar , kechinmalar davri hamdir. Ma'lumki
, affektiv qo’zgaluvchanlik ko’p jihatdan o’smirlik davrida to’ģri keladi. Bu holat
me’yorda ham kuzatiladi. Uning vujudga kelishi bu yosh fazasining vegetativ –
endokrin jihatdan qayta qurishi bilan uzviy boģliqdir. Bu yosh davri ham psixologik
tomondan o’zgarishlar bilan xarakterlanadi. Biologik o’zgarishlar endokrin
sistemasining qayta ko’rilishi bo’lsa , psixologik o’zgarish portlash va agressiyaga
moyil bo’lgan qo’zģaluvchanlikdir. Bu holat ko’pincha ijtimoiy adaptatsiyaning
buzilishi jumladan qonunbuzarlikning sabablaridan biridir. Ammo psixik soģlom
atrof – muhitning qulay sharoitlarida tarbiyalanayotgan o’smirlarda affektiv
qo’zģaluvchanlik
adaptatsiyaning
buzilishiga
olib
kelmaydi. Statiskaning
ko’rsatishicha , har bir o’ninchi jinoyat voyaga yetmaganlar tomonidan sodir qilinar
ekan. O’smirlar psixologiyasini chuqur va har tomonlama bilish , ularni o’qitish va
tarbiyalash samaradorligining eng muhim shartlaridan biri. O’smirlarning axloqiy
bilimlari bilan ularning axloq tajribasi uzviy boģliq bo’lsada , bu boģlanishning bir
necha eng yirik variantlari mavjud: o Asosiy axloqiy normativlar nomigagina beriladi , biroq tegishli tajriba
yo’q yoki kam , shuning uchun to’ģri xulq – atvor zarurligiga ham
ishonch ham yo’q. o Ijodiy tajriba mavjud , biroq axloqiy xatti – harakat va uning
mohiyatiga qo’yiladigan talablar haqida zarur bilim yo’q ,
yetishmaydi. o Maktabda egallangan bilim va tajriba odamlar bilan shaxsiy
muomalada bir – biriga ta'sir ko’rsatish natijasiida hosil qilingan bilim
va tajribaga qarama – qarshi bo’lib qoladi. o Nihoyat , axloq qoidalariga xilof xulq – atvor o’smirning axloqiy
tasavvuri va e'tiqodi bilan uzviy boģliq bo’lgan hollar ham mavjud. o Nihoyat , axloq qoidalariga xilof xulq – atvor o’smirning axloqiy
tasavvuri va e'tiqodi bilan uzviy boģliq bo’lgan hollar ham mavjud. O’quvchining axloqiy rivojlanishi asosan uning tevarak – atrofidagi kishilarga
o’z – o’ziga to’ģri munosabatni shakllantirish bilan qo’shilib ketadi. JOURNAL OF NEW CENTURY INNOVATIONS “ Axir
tarbiya avvalo , bizning munosabatlarimizdan , masalan , o’z ishiga vijdonan WSR journal.com Volume – 1_ march 2022
223 Volume – 1_ march 2022 WSR journal.com 223 JOURNAL OF NEW CENTURY INNOVATIONS munosabatda bo’lish , o’z vazifasiga ma'suliyat bilan yondashish , is burchiga
fidokorona munosabat , kishilarga ziyraklik bilan munosabat , muqaddas
O’zbekistonga – ona Vatanga sadoqat bilan munosabat, uning dushmanlariga
murosasizlikdan iborat emasmi ?”. Pedagogik jihatdan oz holimga tashlab
qo’yilgan o’smirlarning shaxsiy muomala doirasi xususiyatlariga qarab ,
ko’pincha ularning kishilarga munosabatlari ham aniqlanadi. Bu yorqin
xususiyatlardan biri kattalarga , shu jumladan o’qituvchilarga ham ishonmaslik
va yoqtirmay munosabatda bo’lishdir. Biroq , , , ular kattalar bilan muomala
qilishga ehtiyoj sezadi. Shu bilan birga , ular mustasnosiz hamma kattalarga
salbiy munosabatda bo’ladilar. O’smirlarda individual yondashishning eng
murakkab sharti , ularning psixologik xususiyatlarini mukammal bilishdir. Ask
holda , individual yondashish haqidagi har qanday gap quruq safsata bo’lib
qoladi. Shaxsni chuqur va har tomonlama bilish uni alohida ajratilgan individ
sifatida emas , balki jamoa bilan aloqada bilish demakdir. O’smirni o’rganishning
quyida gap boradigan ajralmas va o’zaro bir – biri bilan boģliqdir. Ular
quyidagilardan iborat: Birinchidan: o’smirning individual xususiyatlari ko’p sonli va xilma – xil
boģlanish va munosabatlar sistemasida boģliqdir. Bu o’smirning biror bir
xususiyatlari yoki xarakter xususiyati ham namoyon bo’la olmaydi va qayd
etilmaydi. Masalan , o’smirda o’tkir va sinchkov aqlni payqaymiz. Lekin biz
uning aqli nimaga yo’naltirliganligini , uning sinchkovligi kasbini egallashda
namoyon bo’lish – bo’lmasligini , uning o’quvchilar bilan o’zaro munosabatiga
ta'sir etish – etmasligini va boshqa holatlarni biz bilib olmasak , bu xususiyatning
ahamiyati qolmaydi. Ikkinchidan: bu prinsip – tamoyil - obyektivlik. Inson haqida xato o’ta tajribali
mutaxassis bo’lmasin , qandaydir bir kishining fikriga qarab xulosa chiqarib
bo’lmaydi. Ya'ni har qanday o’smir bo’lmasin , ular haqida noto’ģri fikr qoldirish
xatodir. Uchinchidan: uchinchi tamoyil – ulģayishni o’rganishning dinamikligi. Inson
umr bo’yi o’zgarib boradi. Yosh ulģayadi. Yosh ulģaygan sari o’zgarish ,asosan WSR journal.com Volume – 1_ march 2022
224 Volume – 1_ march 2022 WSR journal.com 224 JOURNAL OF NEW CENTURY INNOVATIONS JOURNAL OF NEW CENTURY INNOVATIONS , sustlashadi , albatta jismoniy , ba'zi hollarda esa ruhiy holatdagi o’zgarish juda
jadallik bilan ro’y beradi. Ochilgan yangi ijobiy potensialdan foydalanish va
muqarrarlashib borayotgan kamchilikka nisbatan o’z vaqtida chora ko’rish uchun
bu o’zgarish ko’ra bilish o’ta muhimdir. O’smir haqida yagona va bir umrga
qayd etilgan fikr bo’lmasligi lozim. Afsuski , ba'zan amalda tarbiyasi qiyin
o’smirlarni nisbatan shunday holga duch kelamiz. To’rtinchidan: to’rtinchi tamoyil – prinsip o’rganishning dialektikasidir. Pedagog
o’smirning muhim asosiy sifatlariga ko’ra bilish , ularga tasodifiy , ikkinchi
darajali abraham topayotgan sifatlardan ajrata bilishi , o’quvchi shaxsidagi
qarama – qarshiliklarni seza bilishi hamda ularni hal qilishning pedagogik
maqsadga muvofiq yo’llarni dasturlashtirishi lozim. Beshinchidan: beshinchi tamoyil – prinsip o’smirlarni o’rganish doirasidan
chiqib , ham o’smirni o’rganish , ham unga tarbiyaviy nuqtai nazardan
yondashish tamoyili sanaladi. Ya'ni darsdan tashqari holatlarda ham o’smirni
kuzatish va qiziqishlarini bilishdir. Oltinchidan: oltinchi tamoyil – prinsip o’rganish professionalizm ya’ni o’smir
psixologiyasini chuqur bilish va uni to’ģri tushuna olishdan iborat. Hayot
tajribasi , pedagogik praktika va o’smirlar bilan muomala ularni tushunishda juda
katta yordam beradi. Lekin by psixologiya va pedagogikani chuqur o’rganish
zaruriyatini inkor etmaydi. Yettinchidan: yettinchi tamoyil – prinsip maqsad ko’zlaganlikdir. O’smirni
o’rganish umumiy tarzda uch vazifasini ko’zda tutadi: o’smirni o’qitish va
tarbiyalash uchun uning eng qulay xususiyati va imkoniyatlarini aniqlash , uni
o’qitish va tarbiyalashda foydalanadigan vositalarning samaradorligini baholash. O’smirlar bilan olib boriladigan ishning barcha bosqichlarida by vazifalar
pedagog uchun har xil ahamiyat kasb etadi. O’smir davriga xos bo’lgan ya'ni o’smir xulq – atvorining , muhitning ayniqsa
yaqinlarining o’zaro ta’siriga bo’lgan xulq – atvor reaksiyasi ham muhim
ahamiyat kasb etadi. O’ziga xos bo’lgan o’smirning xulq – atvorning reaksiyalari
quyidagilarga taalluqlidir. Volume – 1_ march 2022 225 WSR journal.com JOURNAL OF NEW CENTURY INNOVATIONS JOURNAL OF NEW CENTURY INNOVATIONS 1. Emansipatsiya reaksiyasi. U kattalarning qaramoģidan , nazoratidan va
homiyligidan ozod bo’lishga intilish , harakat qilishda namoyon bo’ladi. Buni
asosan , o’smirning uyidan qochib ketishida ko’rishimiz mumkin. 1. Emansipatsiya reaksiyasi. U kattalarning qaramoģidan , nazoratidan va
homiyligidan ozod bo’lishga intilish , harakat qilishda namoyon bo’ladi. Buni
asosan , o’smirning uyidan qochib ketishida ko’rishimiz mumkin. 1. Emansipatsiya reaksiyasi. U kattalarning qaramoģidan , nazoratidan va
homiyligidan ozod bo’lishga intilish , harakat qilishda namoyon bo’ladi. Buni
asosan , o’smirning uyidan qochib ketishida ko’rishimiz mumkin. va 2. Tengqurlari bilan guruhlashgan reaksiya. O’smirlarning tengqurlari bilan
guruhlarga birlashish va jipslashish – instinktlik darajasiga xos jarayondir. Odatda ikki guruh o’smirlarini ajratib ko’rsatishimiz mumkin. Bular: bir
jinsga asoslanib , unda lider mavjuddir va guruhning barcha a'zolari vazifalari
, ularning guruhdagi o’rni qat’iy belgilab qo’ygan bo’ladi. Keyingisi rollarni
qat'iy taqsim etilmagani va unda doimiy liderning yo’qligi bilan izohlanadi. 3. Qiziqish – xobbi reaksiyasi. O’smirlik davri uchun qiziqish – xobbi o’ziga xos
xususiyatni mujassamlashtiradi. Xuddi bola uchun o’yin zarur xususiyatga
ega bo’lganidek o’smirning shaxs sifatida shakllanishi uchun qiziqish muhim
ahamiyat kasb etadi. 4. Intellektual- estetik qiziqishlar predmetga ( musiqa , tasviriy san’at ,
radiotexnika , adabiyot va boshqalar ) nisbatan chuqur qiziqish bilan
ifodalanadi. Atrofdagilar uchun bu ahamiyatsizdir , lekin o’smirlar uchun bu
ularning ahamiyati beqiyosdir. 5. Jismoniy qiziqishlarga o’z kuchi, chidamliligi , chaqqonligi va mohirligini
oshirishga bo’lgan harakatlar kiradi. 5. Jismoniy qiziqishlarga o’z kuchi, chidamliligi , chaqqonligi va mohirligini
oshirishga bo’lgan harakatlar kiradi. 6. Liderlikka qiziqish boshqalarga rahbarlik qilishga intilish uchun xizmat
qiladi. Bunday qiziqish kuchli bo’lgan o’smirlar turli guruhlarda manfaatlarga
erishish uchun to’ģri yo’naltirilgan sharoitlarda ijtimoiy foydali faoliyat
ko’rsatish mumkin. 7. Yiģishga qiziqish turli xildagi kolleksiyalarni yiģishda namoyon bo’ladi. Har
bir kolleksiya muayyan muhim ahamiyatga ega bo’lishini his qilish tufayli
ushbu qiziqishning asosini moddiy farovonlikka erishishga yo’naltirilgan
harakat tashkil etadi. 8. Dastlabki qiziqishlar. Atrofdagilarning diqqat markazida bo’lishga turtki
bo’ladi. Bu yerda eng muhimi badiiy havaskorlik Yoko sport musobaqalarida
qatnashish yoki oxirgi modadagi kiyim vositasida o’zini namoyon qiladi. WSR journal.com Volume – 1_ march 2022
226 Volume – 1_ march 2022 WSR journal.com JOURNAL OF NEW CENTURY INNOVATIONS ishlashda yuqorida ko’rib chiqqanimizdek , pedagog va psixologlarning o’rni
katta ekanligiga yana bir bor amin bo’lishimiz mumkin. JOURNAL OF NEW CENTURY INNOVATIONS JOURNAL OF NEW CENTURY INNOVATIONS 9. Jo’shqin qiziqish. Doimo , jo’shqinlikning oziga xosligi bilan asoslanadi va
katta o’yin , qimorga va garovga intilishda namoyon bo’ladi. Bunday yutuq
albatta jozibador bo’lsa ham , lekin qaltis tavakkal qilish his tuyģusi muayyan
lazzat baxsh etadi. 9. Jo’shqin qiziqish. Doimo , jo’shqinlikning oziga xosligi bilan asoslanadi va
katta o’yin , qimorga va garovga intilishda namoyon bo’ladi. Bunday yutuq
albatta jozibador bo’lsa ham , lekin qaltis tavakkal qilish his tuyģusi muayyan
lazzat baxsh etadi. 10. Informatsion- kommunikatsion qiziqish yangi yengil axborotlarga ega
bo’lishga intilishda mavjud bo’ladi. Ushbu xobbi tasodifan uchrab qolgan
suhbatdosh bilan bo’lib o’tadigan ko’p soatli quruq gapga moslangan
suhbatda namoyon bo’ladi. Shuningdek sarguzasht , detektiv filmlarni ko’rish
orqali ham vujudga kelishi mumkin. Yuqoridagi o’smir reaksiyalari muayyan sharoitda vujudga kelib , ular o’smirlik
davrining kechishida o’zining ma'lum bir hissasini qo’shadi. Yuqoridagi o’smir reaksiyalari muayyan sharoitda vujudga kelib , ular o’smirlik
davrining kechishida o’zining ma'lum bir hissasini qo’shadi. Tarbiyasi qiyin o’smirlarni bir necha shartli guruhlarga ajratish mumkin: Orsiz , subutsiz o’smirlar ; Orsiz , subutsiz o’smirlar ; Mustaqil fikrga ega bo’lmaganlar ; Mustaqil fikrga ega bo’lmaganlar ; Shaxsiy talab va ehtiyojlarini qondirish uchun qonunbuzarlik
yo’liga kirgan o’smirlar ; Injiq tabiatli o’smirlar. Shu kabi o’smirlarni to’ģri yo’liga boshlash uchun faqat ijobiy harakatlar
o’smirlardagi buzuq xatti – harakatlarning o’zgarishiga va oldini olishga yordam
beradi. Bunday tuzatish shakllariga quyidagilar kiradi: Kundalik hayot uchun qulay muhit yaratish. Axborot mazmuni – deviant va to’ģri xulq – atvor o’rtasidagi qanday aniqlash
kerakligini tushuntiradigan ma'ruzalar , munozaralar , darslar tashkil etish. “ Qarama – qarshi “ terapiya – bu odam odatdagi hayotda hech qachon qaror
qilmaydigan harakat , masalan , parashut qilish yoki o’zini ijodda ifoda etish. Jamiyatning axloqiy me’yorlaridan chetga chiqmaydigan ifoda usullarini
rivojlantirish. Biz mana shunday o’smirlarni nafaqat , ular balki , yoshlarni tarbiyalashda ham
birgalikda yelkadosh bo’lib harakat qilishimiz kerak. Bunday o’smirlar bilan Biz mana shunday o’smirlarni nafaqat , ular balki , yoshlarni tarbiyalashda ham
birgalikda yelkadosh bo’lib harakat qilishimiz kerak. Bunday o’smirlar bilan Volume – 1_ march 2022 WSR journal.com Foydalanilgan adabiyotlar ro’yxati Karimov. I.A “ Barkamol avlod - O’zbekiston taraqqiyotining poydevori “
O’zbekiston Respublikasi Oliy Majlisining IX sessiyasida so’zlagan nutq
1997 “ Barkamol avlod orzusi. Toshkent. O’zbekiston Milliy ensiklopediyasi “
davlat ilmiy nashriyoti. 2000 -yil Z – b Abdulla Avloniy “ Turkiy Guliston yoxud axloq “ . Toshkent. “ O’qituvchi
“ nashriyoti. 1967 – yil 27 – bet Abdulla Avloniy “ Turkiy Guliston yoxud axloq “ . Toshkent. “ O’qituvchi
“ nashriyoti. 1967 – yil 27 – bet Ģoziyev. E.G. “ Tarbiyasi qiyin o’smirlar psixologiyasi “. Lektorga yordam. Toshkent- 1984 Ģoziyev. E.G. “ Tarbiyasi qiyin o’smirlar psixologiyasi “. Lektorga yordam. Toshkent- 1984 D. Abduvahobova. “ Xulqi oģishgan bolalar psixologiyasi “ . A . Qodiriy
nomli Jizzax Davlat Pedagogika Instituti. Moskva davlat ijtimoiy universiteti. Bolalar va o’smirlarning deviant xatti –
harakatlari: muammolar va yechimlar. Moskva shahar ilmiy – amaliy
konferensiyasi materiallari. – M: Uyushma , 1996 – yil. Volume – 1_ march 2022 WSR journal.com
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Patient-Controlled Epidural Analgesia
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Definitions
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Open Peer Review on Qeios Open Peer Review on Qeios Patient-Controlled Epidural Analgesia National Cancer Institute Qeios ID: 26G219 · https://doi.org/10.32388/26G219 Qeios · Definition, February 2, 2020 Source National Cancer Institute. Patient-Controlled Epidural Analgesia. NCI Thesaurus. Code
C123385. A method of analgesia that uses an epidural catheter and a pump to allow the patient to
administer predetermined doses of analgesic into the epidural space as needed to
maintain adequate pain control. Qeios ID: 26G219 · https://doi.org/10.32388/26G219 1/1
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The possibility of endoscopic treatment of cN0 submucosal esophageal cancer: results from a surgical cohort
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Surgical endoscopy/Surgical endoscopy and other interventional techniques
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Abstract Background We analyzed the pathological characteristics and recurrence pattern of cN0 submucosal esophageal cancer
after esophagectomy and conducted risk stratification to determine the feasibility of performing endoscopic resection for
cN0pT1b esophageal squamous cell malignancies. Methods We retrospectively enrolled 167 patients who underwent right-sided transthoracic esophagectomy and extended
thoracic/abdominal two-field lymphadenectomy. Patients with pathologically confirmed lymph node metastasis or tumor
recurrence constituted the high-risk group for endoscopic submucosal resection, and the remainder were defined as low risk. Factors affecting lymphatic metastasis and long-term recurrence were identified by univariate and multivariate analyses. Results Postoperative pathology showed that five patients (5/167; 3%) had lymph node metastases. Follow-up ranged from
12–60 months, with a median of 29 months. A total of 17 patients (10.2%) had recurrences during follow-up, including three
patients with pathologic nodal metastasis (pN +) found at surgery. Invasion depth, differentiation, and tumor size differed
significantly in high-risk patients. Overall 3-year survival rates were 94.2% (low-risk) and 40.9% (high-risk) (p < 0.01). Twenty-one patients with sm1 cancer, high tumor differentiation, and tumor length < 2 cm had no lymph node metastasis or
lymphovascular invasion, and none of these patients experienced recurrence. Results Postoperative pathology showed that five patients (5/167; 3%) had lymph node metastases. Follow-up ranged from
12–60 months, with a median of 29 months. A total of 17 patients (10.2%) had recurrences during follow-up, including three
patients with pathologic nodal metastasis (pN +) found at surgery. Invasion depth, differentiation, and tumor size differed
significantly in high-risk patients. Overall 3-year survival rates were 94.2% (low-risk) and 40.9% (high-risk) (p < 0.01). Twenty-one patients with sm1 cancer, high tumor differentiation, and tumor length < 2 cm had no lymph node metastasis or
lymphovascular invasion, and none of these patients experienced recurrence. Conclusions Endoscopic submucosal resection alone may be feasible for patients with small (≤ 2 cm) clinically N0 sub-
mucosal esophageal squamous cell carcinoma with low invasion depth (sm1) and higher differentiation, but prospective
studies are required for confirmation. Other patients require surgical resection with extended two-field thoracic/abdominal
lymphadenectomy. Keywords Esophageal · Squamous cell carcinoma · Endoscopic submucosal resection · Clinical N0 pathologic T1b words Esophageal · Squamous cell carcinoma · Endoscopic submucosal resection · Clinical N0 path Superficial esophageal cancer is defined as esophageal
carcinoma with tumor invasion limited to the submucosa. and Other Intervent and Other Intervent Surgical Endoscopy (2021) 35:593–601
https://doi.org/10.1007/s00464-020-07420-y Bo Ye1 · Xiaobin Zhang1 · Yuchen Su1 · Shuguang Hao2 · Haohua Teng3 · Xufeng Guo1 · Yu Yang1 · Yifeng Sun1 ·
Teng Mao1 · Zhigang Li1 Received: 9 October 2019 / Accepted: 10 February 2020 / Published online: 18 February 2020
© The Author(s) 2020 1
Department of Thoracic Surgery, Shanghai Chest Hospital,
Shanghai Jiao Tong University, Huaihaixi Road 241,
Shanghai 200030, People’s Republic of China Bo Ye and Xiaobin Zhang have contributed equally to this study. * Zhigang Li
dr_lizhigang@163.com 3
Department of Pathology, Shanghai Chest Hospital, Shanghai
JiaoTong University, Huaihaixi Road 241, Shanghai 200030,
People’s Republic of China Materials and methods is an alternative treatment for T1b patients unwilling
to undergo radical resection [3]. A recent study by the
Japan Clinical Oncology Group (JCOG0508 study) [9]
of patients with T1b (sm1–2) N0M0 thoracic esophageal
SCC confirmed the efficacy of endoscopic resection
combined with selective chemoradiotherapy, with results
comparable to those following surgery [9, 10]. However,
patient selection in the JCOG0508 study was based on a
main tumor depth of invasion of csm1–2 by endoscopic
ultrasonography or pathological diagnosis from endo-
scopically resected specimens, which do not accurately
reflect the depth of invasion, especially the possibility of
sm3 involvement. Additionally, the sample size was not
large (n = 86; pT1b). Larger numbers of surgical cases
are needed to fully explain which patients are suitable for
non-surgical treatment. is an alternative treatment for T1b patients unwilling
to undergo radical resection [3]. A recent study by the
Japan Clinical Oncology Group (JCOG0508 study) [9]
of patients with T1b (sm1–2) N0M0 thoracic esophageal
SCC confirmed the efficacy of endoscopic resection
combined with selective chemoradiotherapy, with results
comparable to those following surgery [9, 10]. However,
patient selection in the JCOG0508 study was based on a
main tumor depth of invasion of csm1–2 by endoscopic
ultrasonography or pathological diagnosis from endo-
scopically resected specimens, which do not accurately
reflect the depth of invasion, especially the possibility of
sm3 involvement. Additionally, the sample size was not
large (n = 86; pT1b). Larger numbers of surgical cases
are needed to fully explain which patients are suitable for
non-surgical treatment. We retrospectively analyzed data from 2023 consecutive
patients with primary esophageal SCC who were treated
at Shanghai Chest Hospital from January 2014 to Decem-
ber 2017. Of these, 229 (11.32%) patients had pathologi-
cally confirmed esophageal SCC with submucosal invasion
(pT1b). After excluding 62 patients preoperatively diagnosed
with lymph node metastasis (cN1), we analyzed data for 167
patients diagnosed with cN0pT1b esophageal SCC (Fig. 1). All 167 patients underwent R0 resection. Our focus in this
study was patients with stage cN0pT1b esophageal SCC,
therefore, we excluded data for stage cN0cT1b patients. The study protocol was approved by the Shanghai Chest
Hospital ethics committee, which waived the requirement
for informed consent because of the retrospective design. This retrospective study analyzed data for patients
with pathologically confirmed T1b esophageal SCC with
clinical N0 submucosal lesions treated with esophagec-
tomy in our center over a 3-year period. Fig. 1 Flow chart showing the
patient selection process for the
study Abstract Because of the wide use of endoscopic screening techniques, approximately 36% of patients with esophageal squamous
cell carcinoma (SCC) are diagnosed with superficial
lesions in Japan [1]. Improving overall treatment efficacy
has become a key in enhancing overall outcomes in patients
with esophageal SCC. Because the rates of lymph node
metastasis with intramucosal (T1a) esophageal carcinomas
are extremely low, endoscopic submucosal resection alone
has become the standard treatment [1–3]. In contrast, T1b
esophageal carcinomas with submucosal invasion have a
much higher lymph node metastasis rate of approximately
12–54% [4–7]. Therefore, the standard treatment for submu-
cosal lesions consists of radical resection of the esophageal
cancer plus lymph node dissection. Bo Ye and Xiaobin Zhang have contributed equally to this study. * Zhigang Li
dr_lizhigang@163.com
1
Department of Thoracic Surgery, Shanghai Chest Hospital,
Shanghai Jiao Tong University, Huaihaixi Road 241,
Shanghai 200030, People’s Republic of China
2
Department of Thoracic Surgery, Xinxiang Central
Hospital, Xinxiang 453000, Henan Province,
People’s Republic of China
3
Department of Pathology, Shanghai Chest Hospital, Shanghai
JiaoTong University, Huaihaixi Road 241, Shanghai 200030,
People’s Republic of China Bo Ye and Xiaobin Zhang have contributed equally to this study. 2
Department of Thoracic Surgery, Xinxiang Central
Hospital, Xinxiang 453000, Henan Province,
People’s Republic of China Surgical treatment of esophageal cancer is traumatic
for patients and associated with high postoperative com-
plication rates [8]. Endoscopic submucosal resection (0121 594 Surgical Endoscopy (2021) 35:593–601 cN0 diagnostic criteria Patients were diagnosed with cN0 disease if carotid/
abdominal ultrasound, endoscopic ultrasound, contrast-
enhanced thoracoabdominal CT, and other imaging
modalities found no evidence of lymph nodes > 1 cm diam-
eter. Other diagnostic criteria for cN0 disease included
an absence of central liquefaction/necrosis, peripheral
enhancement, or disappearance of the fatty gap near the
lymph nodes. No patients underwent endoscopic ultra-
sound-guided biopsy to confirm cN0 status. Surgical treatment Decisions on appropriate therapy for superficial esopha-
geal SCC were discussed by a multidisciplinary tumor
board. No patients received preoperative induction ther-
apy, and all patients underwent thoracic and abdominal
lymph node dissection, including dissection of the lymph
nodes near bilateral recurrent laryngeal nerves. Materials and methods We compared
the different clinical features of high-risk and low-risk
patients, where high-risk patients were those with surgi-
cal lymph node metastasis or later recurrence, and the
remainder were defined as low-risk patients. The latter
are considered possible endoscopic treatment candidates
who can avoid esophagectomy and extensive lymph node
dissection. All patients underwent thoracic and abdominal lymph
node dissection. We retrospectively reviewed and recorded
patients’ general information, surgical procedures, postop-
erative hospitalization details, follow-up duration, and recur-
rence and survival rates after discharge from the hospital. Preoperative assessment included contrast-enhanced
thoracoabdominal computed tomography (CT), cervi-
cal ultrasound, and upper gastrointestinal endoscopy. All
patients underwent endoscopic ultrasound, and only 53
patients underwent positive emission tomography. Flow chart showing the
t selection process for the Fig. 1 Flow chart showing the
patient selection process for the
study 1 3 Surgical Endoscopy (2021) 35:593–601 595 during each follow-up examination, and we used the Cla-
vien–Dindo system to evaluate complications [11]. Statistical analysis All statistical analyses were performed using SPSS software
(IBM SPSS Statistics, V21, macOS X; IBM Corp., Armonk,
NY). Categorical data were analyzed with the Chi-square
test. For continuous data, we used the independent t test or
Mann–Whitney U test to analyze age, depth of invasion,
and tumor length. We also performed multivariate logistic
regression analysis using a backward stepwise procedure and
adding all of the significant risk factors from the univariate
analysis to identify the significant predictors for the high-
risk group. Survival was defined as the time from the first
postoperative day to the last day of follow-up or death. We
used Kaplan–Meier survival curves to calculate recurrence-
free and overall survival for all patients, and p < 0.05 was
considered statistically significant. Postoperative pathological diagnosis We analyzed data for 167 patients, namely, 131 men (81.4%)
and 36 women (21.6%) with a mean (± standard deviation)
age of 62.9 ± 8.8 years. Of these patients, 22 (13.2%) had
lesions in the upper third, 111 (66.5%) in the middle third,
and 34 (20.4%) in the lower third of the esophagus. Preop-
erative T stages included T1a in 30 patients (18%), T1b in
106 (63.5%), T2 in 31 (18.5%), and T3 in no patients; all
patients were preoperative N stage 0 (N0). Pathological sections for all clinically diagnosed T1b
esophageal SCC samples were retrospectively analyzed
by two senior pathologists. T1b (submucosal invasion)
was defined as invasion into the submucosal layer but not
reaching the muscularis propria. The specific pathologi-
cal characteristics that we analyzed were tumor length,
location, differentiation, and depth of invasion. Depth
of invasion was categorized as: sm1, invasion of the
upper third of the submucosal layer or ≤ 200 μm from the
mucosal muscularis in the specimens resected by endo-
scopic resection; sm2, invasion reaching the middle third
of the submucosal layer; or sm3, invasion reaching the
lower third of the submucosal layer. Other parameters were
lymphovascular invasion, perineural invasion, total num-
ber of lymph nodes dissected, and number and location of
positive lymph nodes. No patients received preoperative induction therapy. All
patients underwent esophageal SCC resection via a right
transthoracic approach, with 151 (90.4%) undergoing McK-
eown (three-incision) esophagectomy and 16 (9.58%) under-
going Ivor–Lewis operations; 136 patients (81.4%) under-
went minimally invasive video-assisted thoracoscopy, and
31 (18.6%) underwent open surgery. Complications of any type occurred in 41.3% (69/167)
of the patients. The percentage of patients experiencing
Clavien–Dindo complications ≥ grade 3 was 12% (20/167). The main complications were anastomotic leak (confirmed
radiographically) in 28 patients (16.7%), respiratory insuffi-
ciency in 10 (6%) (defined as patients requiring reintubation
or a non-invasive ventilator support), and recurrent laryngeal
nerve paralysis (confirmed using laryngoscopy 1-week post-
operatively) in 19 (11.4%) patients (Table 1). We recorded the concordance rate between the two sen-
ior pathologists, and differences in opinion regarding the
pathological diagnosis for any sample were resolved by
discussion among all of the department’s pathologists. Follow‑up The average hospital stay was 18.5 days (range,
7–190 days). No patients died in-hospital or within 90 days
postoperatively (Table 1), and 5 patients with lymph node
metastasis received two cycles of adjuvant chemotherapy. Patients were followed at the out-patient clinic or by tel-
ephone 1, 3, 6 months, and then every 6 months, post-
operatively. Esophagogastroduodenoscopy, and CT of
the thorax, abdomen, and neck were routinely performed Postoperative pathological examination showed submu-
cosal invasion (T1b) in all patients. The numbers of patients 1 3 Surgical Endoscopy (2021) 35:593–601 596 Table 1 Patients’ demographic and clinical characteristics (n = 167)
n number
Variable
n(%)
Age (years) ± standard deviation
62.91 ± 8.80
Sex
Male
131(78.44)
Female
36(21.56)
Tumor location in the esophagus
Lower third
34(20.36)
Middle third
111(66.47)
Upper third
22(13.17)
Tumor length (mm)
20.36 ± 10.18
Surgical approach
McKeown
151(90.42)
Ivor–Lewis
16(9.58)
Minimally invasive esophagectomy
136(81.44)
Open
31(18.56)
Complications
Anastomotic leak
28(16.77)
Respiratory failure
10(5.99)
Recurrent laryngeal nerve paralysis
19(11.38)
In-hospital Stay (days) (mean, range)
18.50(7–190)
Death within 90 days postoperatively
0(0) in the inferior mediastinum/abdomen, and 1 (5.8%) in the
pleural cavity (pleural effusion).f f
Univariate analysis showed that degree of differentiation,
invasion depth, and tumor length differed significantly in the
two groups (p < 0.05 for all comparisons) (Table 2). Multi-
variate analysis showed that degree of differentiation, inva-
sion depth, and tumor length were independently associated
with the likelihood of being in the high-risk group (Table 3). The median postoperative follow-up duration for
all patients was 29 months. The median follow-up was
36.4 months (range, 13.5–51.8 months) in the high-risk
group and 31.2 months (range, 10.4–57.6 months) in the
low-risk group. Overall 3-year survival rates were 94.2%
(low-risk group) and 40.9% (high-risk group) (hazard ratio:
9.418, 95% confidence interval: 3.819–23.222; p < 0.01)
(Fig. 2). Nineteen patients died after 90 days; 10 in the high-risk
group and 9 in the low-risk group. In the high-risk group, 9
patients died of recurrence, and 1 died of abdominal infec-
tion. In the low-risk group, 1 patient died of suicide, 1 of
heart disease, 3 of lung infection, 1 secondary to anasto-
mosis stenosis and malnutrition, and 3 of unknown causes. Follow‑up Regarding the diagnostic thresholds for endoscopic
submucosal resection, a separate analysis showed that 21
patients with sm1 tumors, high tumor differentiation, and
tumor length < 2 cm had no lymph node metastasis or lym-
phovascular invasion, and none experienced recurrence. Of
the remaining 146 patients, 5 (5/146, 3.4%) experienced
lymph node metastasis (p < 0.01), 17 (17/146, 11.6%) expe-
rienced recurrence (p < 0.01), and 10 (10/146, 6.8%) expe-
rienced lymphovascular invasion (Table 4). All of these 146
patients had at least one of the following findings: > sm1
tumors, low tumor differentiation, and tumor length > 2 cm. with sm1, sm2, and sm3 invasion were 96/167 (57.5%),
48/167 (28.7%), and 23/167 (13.8%). The median number of
dissected lymph nodes was 23 (range, 10–44). Postoperative
pathology showed that five patients (5/167, 3%) had lymph
node metastases, which were located at the thoracic paratra-
cheal (n = 3, 60%), paracardiac (n = 1, 20%), and subcarinal
(n = 1, 20%) sites. Of the patients with sm1, sm2, and sm3
invasion, 0, 2/48 (4.2%), and 3/23 (13.04%), respectively,
had lymph node metastases (p < 0.05, for all comparisons). Lymphovascular invasion was detected in 10 patients, but
none had postoperative lymph node metastasis or recurrence. f
The concordance rate between the two senior pathologists
analyzing the tissue samples was 89.5% (205/229 histologi-
cal diagnosis agreements). p
p
y p
The 19 patients (19/167, 11.4%) with pathologically
confirmed lymph node metastasis or tumor recurrence were
classified as the high-risk group, namely, 5 patients with
positive lymph node metastasis and 14 patients with recur-
rent disease, with the remaining 148 patients (148/167,
88.6%) classified as the low-risk group. During follow-
up, 17 patients (17/167, 10.2%) developed recurrence at a
median of 683.5 days, namely, 14/162 (8.6%) in the pN0
group and 3/5 (60%) in the pN+ group. Of the 14 patients
with recurrent tumors in the pN0 group, 12 were classified as
sm2 or sm3, 13 had moderate/low differentiation, and 13 had
a diameter ≥ 2 cm. Of the 17 patients with tumor recurrence
(14 in the pN0 group and 3 in the pN+ group), 9 (52.9%)
had recurrent tumors in the neck/superior mediastinum, 5
(29.4%) in the carina/left and/or right bronchus, 3 (17.6%) Discussion Endoscopic submucosal dissection can
achieve R0 resection of some localized superficial lesions;
however, because of the high rate of lymph node metastasis 1 3 3 Surgical Endoscopy (2021) 35:593–601 597 Values are presented as number, number(percent), or mean ± standard deviation
a Mann–Whitney U test; LND number of lymph nodes dissected, LVI lymphovascular invasion, sm1 inva-
sion of the upper third of the submucosal layer or reaching the submucosal layer > 200 µm from the muscu-
laris, sm2 invasion reaching the middle third of the submucosal layer, sm3 invasion reaching the lower third
of the submucosal layer
Variable
Low-risk group (n = 148)
High-risk group (n = 19)
p valuea
Sex
0.067
Male
113(76.35)
18(94.74%
Female
35(23.65)
1(5.26)
Age
63.02 ± 7.3
62.05 ± 8.52
0.946
Surgical approach
McKeown
135(91.22)
16(84.21)
0.329
Ivor–Lewis
13(8.78)
3(15.79)
Minimally invasive esophagectomy
122(82.43)
14(73.68)
0.356
Open
26(17.57)
5(26.32)
Number of LND
24.48 ± 7.90
23.11 ± 6.60
0.504a
Tumor location in the esophagus
0.904
Upper third
18(12.16)
3(15.79)
Middle third
97(65.54)
12(63.16)
Lower third
33(22.3)
4(21.05)
Differentiation
< 0.001
Well
70(47.3)
2(10.53)
Moderate
41(27.7)
5(26.32)
Poor
37(25)
12(63.16)
Depth of invasion
< 0.001
sm1
93(62.84)
3(15.79)
sm2
43(29.05)
5(26.32)
sm3
12(8.11)
11(57.89)
LVI
10 (6.76)
0
0.243
Tumor length (mm)
17.18 ± 10.53
23.71 ± 6.85
< 0.001a
< 20 mm
81(54.73)
1(5.26)
≥ 20 mm
67(45.27)
18(94.73) Low-risk group (n = 148)
High-risk group (n = 19)
p valuea Low-risk group (n = 148)
High-risk group (n = 19)
p valuea Values are presented as number, number(percent), or mean ± standard deviation a Mann–Whitney U test; LND number of lymph nodes dissected, LVI lymphovascular invasion, sm1 inva-
sion of the upper third of the submucosal layer or reaching the submucosal layer > 200 µm from the muscu-
laris, sm2 invasion reaching the middle third of the submucosal layer, sm3 invasion reaching the lower third
of the submucosal layer Table 3 Multivariate analysis of factors predictive of low risk (nega-
tive lymph node metastasis and recurrence-free survival) following
endoscopic submucosal resection for esophageal squamous cell car-
cinoma Table 3 Multivariate analysis of factors predictive of low risk (nega-
tive lymph node metastasis and recurrence-free survival) following
endoscopic submucosal resection for esophageal squamous cell car-
cinoma Table 3 Multivariate analysis of factors predictive of low risk (nega-
tive lymph node metastasis and recurrence-free survival) following
endoscopic submucosal resection for esophageal squamous cell car-
cinoma thresholds for endoscopic treatment in these select T1b
patients. Discussion The high incidence of complications after surgery for
esophageal cancer remains a challenge. In most large-scale
studies, the incidence of postoperative complications was
approximately 40% [8]. Although advances in minimally
invasive resection of esophageal SCC have improved
patients’ postoperative quality of life and decreased the
incidence of pulmonary complications, overall mortal-
ity rates have not changed dramatically [12, 13]. Radical
treatment for esophageal SCC includes complete removal
of the primary tumor and thorough lymph node dissection
or inactivation. Discussion Our study indicated that the degree of tumor
differentiation, invasion depth, and lesion size were risk fac-
Fig. 2 Overall survival in
low- and high-risk patients
with clinical N0 pathological
T1b esophageal squamous cell
carcinoma after endoscopic sub-
mucosal resection. OS overall
survival
Table 4 Differences between G1S<20 and G2–3S>20 patients
n number, G1 high differentiation, G2–3S>20 low differentiation and
tumor length > 20 mm, LVI lymphovascular invasion, sm1 invasion of
the upper third of the submucosal layer or reaching the submucosal
layer > 200 µm from the muscularis, S<20 tumor length < 20 mm
Sm1 G1S<20 (n = 21)
Others
(n = 146)
Lymph node metastases
0
5
LVI
0
10
Recurrence
0
17 Fig. 2 Overall survival in
low- and high-risk patients
with clinical N0 pathological
T1b esophageal squamous cell
carcinoma after endoscopic sub-
mucosal resection. OS overall
survival Fig. 2 Overall survival in
low- and high-risk patients
with clinical N0 pathological
T1b esophageal squamous cell
carcinoma after endoscopic sub-
mucosal resection. OS overall
survival rall survival in
gh-risk patients
al N0 pathological
geal squamous cell
after endoscopic sub-
section. OS overall Table 4 Differences between G1S<20 and G2–3S>20 patients
n number, G1 high differentiation, G2–3S>20 low differentiation and
tumor length > 20 mm, LVI lymphovascular invasion, sm1 invasion of
the upper third of the submucosal layer or reaching the submucosal
layer > 200 µm from the muscularis, S<20 tumor length < 20 mm
Sm1 G1S<20 (n = 21)
Others
(n = 146)
Lymph node metastases
0
5
LVI
0
10
Recurrence
0
17 can be used both in the primary tumor diagnosis and in the
treatment regime for superficial lesions. Table 4 Differences between G1S<20 and G2–3S>20 patients
n number, G1 high differentiation, G2–3S>20 low differentiation and
tumor length > 20 mm, LVI lymphovascular invasion, sm1 invasion of
the upper third of the submucosal layer or reaching the submucosal
layer > 200 µm from the muscularis, S<20 tumor length < 20 mm
Sm1 G1S<20 (n = 21)
Others
(n = 146)
Lymph node metastases
0
5
LVI
0
10
Recurrence
0
17 i
To our knowledge, our study is the largest single-center
study of patients with cN0pT1b esophageal SCC (n = 167). Because the overall lymph node metastasis rate in our
patients (cN0pT1b) was 3% (5/167), R0 resection in patients
with cN0pT1b lesions based only on clinical N0 findings is
insufficient. Discussion The biological features of clinical N0 submucosal esopha-
geal SCC are key to determining the feasibility of endoscopic
treatment. However, less is known about the biological fea-
tures of cN0pT1b esophageal SCC. Some studies evaluated
small numbers of patients with esophageal adenocarcinoma
[15, 16], while others included larger numbers and evaluated
patients undergoing endoscopic submucosal resection for
either T1a or T1b superficial esophageal adenocarcinoma
[4, 17–20]. Two studies evaluating larger numbers of T1b
patients did not evaluate cN0pT1b patients, specifically [5,
7]. More importantly, these studies did not include subgroup
analyses. Because radical endoscopic treatment targets cN0
patients, oncological studies in patients with cN0 lesions
can help determine the feasibility of endoscopic treatment. CI confidence interval, OR odds ratio, sm1 invasion of the upper third
of the submucosal layer or reaching the submucosal layer > 200 µm
from the muscularis
Variable
OR
95% CI
p value
Differentiation
0.138
0.085–0.524
< 0.001*
Depth of invasion (sm1)
0.246
0.115–0.634
< 0.001*
Tumor length (< 20 mm)
1.085
1.142–1.231
< 0.001* CI confidence interval, OR odds ratio, sm1 invasion of the upper third
of the submucosal layer or reaching the submucosal layer > 200 µm
from the muscularis with submucosal esophageal carcinoma, no consensus has
been reached regarding endoscopic submucosal resection
of submucosal esophageal cancers [14]. Our retrospective
analysis of patients with clinical N0 submucosal esophageal
SCC identified a low-risk subgroup and provided diagnostic with submucosal esophageal carcinoma, no consensus has
been reached regarding endoscopic submucosal resection
of submucosal esophageal cancers [14]. Our retrospective
analysis of patients with clinical N0 submucosal esophageal
SCC identified a low-risk subgroup and provided diagnostic Esophageal endoscopic ultrasonography (EUS) is gener-
ally considered the best tool for staging superficial esoph-
ageal lesions. In this study, all patients underwent EUS 1 3 598 Surgical Endoscopy (2021) 35:593–601 598
Surgical Endoscopy (2021) 35:593–601
can be used both in the primary tumor diagnosis and in the
treatment regime for superficial lesions. To our knowledge, our study is the largest single-center
study of patients with cN0pT1b esophageal SCC (n = 167). Because the overall lymph node metastasis rate in our
patients (cN0pT1b) was 3% (5/167), R0 resection in patients
with cN0pT1b lesions based only on clinical N0 findings is
insufficient. Therefore, it is extremely important to identify
additional patients at high risk of lymph node metastasis
and recurrence. Discussion Additionally, prospective studies are needed to
clarify which patients could benefit from endoscopic resec-
tion followed by esophagectomy.i tumor differentiation, and tumor length < 2 cm experienced
lymph node metastasis, and no patients experienced recur-
rence, indicating these measures as diagnostic thresholds for
endoscopic submucosal resection. Therefore, simple endo-
scopic submucosal resection may be sufficient for superficial
lesions with sm1 invasion, high differentiation, and tumor
length < 2 cm, which were the diagnostic thresholds for
extended endoscopic treatment in these select T1b patients
identified in our study. In contrast, surgical resection with
extended thoracic and abdominal lymph node dissection
remains the optimal treatment for high-risk patients with
submucosal esophageal SCC. Postoperative recurrences, particularly micrometastases,
provide important clues for analyzing the scope of tumor
invasion. Although our patients underwent radical thoracic
and abdominal lymph node dissection, 8.4% (14/167) of
patients experienced disease recurrence in the pN0 group. In this study, we classified patients with lymph node metas-
tasis and/or distant recurrence as the high-risk group, and
all others as the low-risk group. Univariate and multivari-
ate analyses showed that degree of differentiation, invasion
depth, and tumor length differed significantly between these
two groups. Only 21/167 patients (12.6%) in our study met
all three conditions for our diagnostic thresholds for endo-
scopic submucosal resection (i.e., sm1 invasion, high dif-
ferentiation, and tumor length < 2 cm). These 21 patients
experienced no lymph node metastasis or recurrence, there-
fore, endoscopic submucosal dissection with negative resec-
tion margins may be an appropriate treatment for inoperable
low-risk patients meeting all three of the above conditions. Postoperative pathology showed that five patients had
lymph node metastases: three in the left/right recurrent
laryngeal nerve/superior mediastinum, one in the gastric car-
dia/peritoneum, and one in the carina/left or right bronchus. The three patients with recurrent laryngeal nerve/superior
mediastinal metastasis constituted 60% of our patients with
metastasis, which is a concern in the West, where dissecting
these lymph nodes is rarely performed, even in patients with
advanced disease. Rates of lymph node recurrence near the
gastric cardia and around the celiac trunk were lower than in
the superior mediastinum, showing that surgical treatment
effectively controlled metastasis to these regions. Therefore,
esophagectomy plus thorough thoracic and abdominal lymph
node dissection, followed by small T-shaped field adjuvant
radiation therapy in the neck and superior mediastinum, may
be a more reasonable option for high-risk patients. Discussion Therefore, it is extremely important to identify
additional patients at high risk of lymph node metastasis
and recurrence. Our study indicated that the degree of tumor
differentiation, invasion depth, and lesion size were risk fac-
tors for pathological lymph node metastasis and recurrence. Subgroup analysis showed that lymph node metastasis rates
were 0, 1.4% (1/72), and 1.2% (1/82) in patients with sm1,
highly differentiated, and smaller (< 2 cm) tumors, respec-
tively; findings similar to those observed in patients with
intramucosal (T1a) esophageal SCC [6]. Although lymph
node involvement has been reported in up to 27% of patients
with sm1 tumors, results may have been affected by the num-
ber of included patients [15]. Therefore, patients with sm1,
highly differentiated, and small (< 2 cm) tumors are more
likely to benefit from endoscopic R0 resection, alone. Our
separate analysis showed that no patients with sm1, high n number, G1 high differentiation, G2–3S>20 low differentiation and
tumor length > 20 mm, LVI lymphovascular invasion, sm1 invasion of
the upper third of the submucosal layer or reaching the submucosal
layer > 200 µm from the muscularis, S<20 tumor length < 20 mm evaluation preoperatively; however, the diagnostic accuracy
of T1b was only 63.5%, preoperatively. Diagnosing the N
stage of superficial esophageal cancer appears to be more
feasible. We found that the rate of lymph node metastasis in
all T1b patients was as high as 29% (67/229) when cN+ was
included. However, after preoperative CT and ultrasound
evaluation, the postoperative pathological metastasis rate
decreased to 3% (5/167) in the cN0 population. Thus, appro-
priate N staging can provide sufficiently accurate lymph
node results and guide subsequent treatment. It is difficult to
obtain a reference value for T staging. Endoscopic resection 1 3 3 Surgical Endoscopy (2021) 35:593–601 599 cancer treated by endoscopic resection followed by chemo-
radiotherapy. Therefore, endoscopic resection followed by
chemoradiotherapy is now an important treatment strategy
for T1b patients with clinical N0 esophageal SCC [10]. As
a limitation, the JCOG0508 study involved only 86 (48.9%)
pT1b patients and no sm3 patients. Our study involved 167
patients with clinical N0 pathologic T1b esophageal SCC
confirmed surgically and 23 (23/167, 13.8%) sm3 patients. Our study is a good supplement to the JCOG0508 study,
but studies involving more patients are needed to confirm
our results. Compliance with ethical standards 10. Kurokawa Y, Muto M, Minashi K, Boku N, Fukuda H; Gastroin-
testinal Oncology Study Group of Japan Clinical Oncology Group
(JCOG) (2009) A phase II trial of combined treatment of endo-
scopic mucosal resection and chemoradiotherapy for clinical stage
I esophageal carcinoma: Japan Clinical Oncology Group Study
JCOG0508. Jpn J Clin Oncol 39:686–689 Disclosures Dr. Bo Ye, Dr. Xiaobin Zhang, Dr. Yuchen Su, Dr. Shu-
guang Hao, Dr. Haohua Teng, Dr. Xufeng Guo, Dr. Yu Yang, Dr. Yifeng Sun, Dr. Teng Mao, and Dr. Zhigang Li have no conflicts of
interest to disclose. Disclosures Dr. Bo Ye, Dr. Xiaobin Zhang, Dr. Yuchen Su, Dr. Shu-
guang Hao, Dr. Haohua Teng, Dr. Xufeng Guo, Dr. Yu Yang, Dr. Yifeng Sun, Dr. Teng Mao, and Dr. Zhigang Li have no conflicts of
interest to disclose. 11. Clavien PA, Barkun J, De Oliveira ML, Vauthey JN, Dindo D,
Schulick RD, de Santibañes E, Pekolj J, Slankamenac K, Bassi
C, Graf R, Vonlanthen R, Padbury R, Cameron JL, Makuuchi
M (2009) The Clavien-Dindo classification of surgical complica-
tions: five-year experience. Ann Surg 250:187–196 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
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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/. i
12. Takeuchi H, Miyata H, Gotoh M, Kitagawa Y, Baba H, Kimura W,
Tomita N, Nakagoe T, Shimada M, Sugihara K, Mori M (2014)
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260:259–266 13. Discussion Additionally, no cN0 patients had lymph nodes 1 3 600 Surgical Endoscopy (2021) 35:593–601 cancer invading muscularis mucosa and submucosal layer. Dis
Esophagus 26:496–502 biopsied by endoscopic ultrasonography/fine needle aspira-
tion, which could also have affected accurate clinical lymph
node staging. 4. Gockel I, Sgourakis G, Lyros O, Polotzek U, Schimanski CC,
Lang H, Hoppo T, Jobe BA (2011) Risk of lymph node metastasis
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sis and treatment is required in the treatment of patients
with cN0 submucosal esophageal SCC. Simple endoscopic
submucosal resection may be sufficient for superficial
lesions with sm1 invasion, high differentiation, and tumor
length < 2 cm, which were the diagnostic thresholds for
extended endoscopic treatment in the select T1b patients
identified in our study. More study is required, specifically
randomized studies, to make any firm conclusions about
endoscopic mucosal resection in this subset of patients. In contrast, surgical resection with extended thoracic and
abdominal lymph node dissection remains the optimal treat-
ment for high-risk patients with submucosal esophageal
SCC. If lymph node metastasis is present, postoperative
adjuvant treatment targeting the neck and superior medi-
astinum may prevent tumor recurrence. 5. Qi X, Li M, Zhao S, Luo J, Shao Y, Zhang Z, Chen Y (2016)
Prevalence of metastasis in T1b esophageal squamous cell carci-
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U, Karaliotas C, Lang H (2012) The use of neural networks in
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78:195–206 7. Eguchi T, Nakanishi Y, Shimoda T, Iwasaki M, Igaki H, Tachi-
mori Y, Kato H, Yamaguchi H, Saito D, Umemura S (2006) His-
topathological criteria for additional treatment after endoscopic
mucosal resection for esophageal cancer: analysis of 464 surgi-
cally resected cases. Mod Pathol 19:475–480 8. Wright CD, Kucharczuk JC, O’Brien SM, Grab JD, Allen MS;
Society of Thoracic Surgeons General Thoracic Surgery Data-
base (2009) Predictors of major morbidity and mortality after
esophagectomy for esophageal cancer: a Society of Thoracic Sur-
geons General Thoracic Surgery Database risk adjustment model. Discussion J Thorac Cardiovasc Surg 137:587–595 Acknowledgements We thank Jane Charbonneau, DVM, from Liwen
Bianji, Edanz Group China (www.liwenbianji.cn/ac), for editing the
English text of a draft of this manuscript. g
9. Minashi K, Nihei K, Mizusawa J, Takizawa K, Yano T, Ezoe
Y, Tsuchida T, Ono H, Iizuka T, Hanaoka N, Oda I, Morita Y,
Tajika M, Fujiwara J, Yamamoto Y, Katada C, Hori S, Doyama
H, Oyama T, Nebiki H, Amagai K, Kubota Y, Nishimura K, Kob-
ayashi N, Suzuki T, Hirasawa K, Takeuchi T, Fukuda H, Muto M
(2019) Efficacy of endoscopic resection and selective chemora-
diotherapy for stage I esophageal squamous cell carcinoma. Gas-
troenterology 157:382–390 Funding This study received funding from the Shanghai Municipal
Education Commission—Gaofeng Clinical Medicine Grant Support. Funding This study received funding from the Shanghai Municipal
Education Commission—Gaofeng Clinical Medicine Grant Support. Compliance with ethical standards Biere SS, van Berge Henegouwen MI, Maas KW, Bonavina L,
Rosman C, Garcia JR, Gisbertz SS, Klinkenbijl JH, Hollmann
MW, de Lange ES, Bonjer HJ, van der Peet DL, Cuesta MA
(2012) Minimally invasive versus open oesophagectomy for
patients with oesophageal cancer: a multicentre, open-label, ran-
domised controlled trial. Lancet 379:1887–1892 Discussion In this study, the overall incidence of postoperative com-
plications was 41.3%, and involved anastomotic leak in
16.7% and respiratory insufficiency in 6% of the patients. No patients died within 90 days postoperatively, and the
3-year overall survival rate for the low- and high-risk groups,
inclusive, was 86.9%. Therefore, surgery yielded good early
outcomes and long-term survival indicating that, for patients
with high-risk submucosal esophageal SCC, endoscopic
treatment, even when followed by adjuvant chemoradio-
therapy, was not as effective in controlling tumors as there
was a surgical resection with extended thoracic and abdomi-
nal lymph node dissection, and postoperative cervical and
upper mediastinal adjuvant radiotherapy. These survival
results support using our diagnostic thresholds for extended
endoscopic treatment in our defined low-risk T1b group. No consensus has yet been reached regarding treatment
after endoscopic submucosal resection in patients with N0
high-risk submucosal esophageal SCC (> sm1, low degree
of differentiation and tumor length > 2 cm). The adequacy
of adjuvant chemoradiotherapy as a salvage treatment has
not been well-documented [3, 9, 21]; however, our results
suggest that salvage adjuvant chemoradiotherapy may be
inadequate. First, most of the metastatic lymph nodes in our
patients were distributed near the superior mediastinum or
recurrent laryngeal nerve (3/5, 60%) and gastric cardia/left
gastric artery (1/5, 20%). These findings were consistent
with metastases of the submucosal esophageal SCC upward
and downward following the long axis of the esophagus [22]. After endoscopic submucosal dissection, adjuvant radio-
therapy alone in the area of the primary lesion cannot com-
pletely cover both areas, and extensive irradiation in multiple
fields may increase toxicity. Furthermore, adjuvant chemo-
therapy has a limited role in controlling lymph node metasta-
ses in esophageal SCC. These findings suggest that surgical
esophageal resection plus radical thoracic and abdominal
lymph node dissection may be more effective in controlling
these tumors. However, the results of the JCOG0508 study
showed excellent long-term outcomes for T1b esophageal i
This study has several limitations, namely, its single-
center, retrospective design, and the lack of accurate clinical
staging, which meant we were unable to compare outcomes
of surgical vs non-surgical treatments in our patients with
cN0pT1b esophageal SCC. Additionally, the number of sm1
patients was low. Another limitation is the cN0 classifica-
tion without staging using positron emission tomography,
therefore, some cN0 patients may have been understaged in
our study. 21. Mochizuki Y, Saito Y, Tsujikawa T, Fujiyama Y, Andoh A (2011)
Combination of endoscopic submucosal dissection and chemora-
diation 7therapy for superficial esophageal squamous cell carci-
noma with submucosal invasion. Exp Ther Med 2:1065–1068 22. Tanaka T, Matono S, Nagano T, Shirouzu K, Fujita H, Yamana H
(2012) Esophagectomy with extended lymphadenectomy for sub-
mucosal esophageal cancer: long-term outcomes and prognostic
factors. Ann Surg Oncol 19:750–756 Publisher’s Note Springer Nature remains neutral with regard to
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18. Barret M, Prat F (2018) Diagnosis and treatment of superficial
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1. INTRODUCTION
(
) Abstract. Faculties should ensure integration of
science and teaching: science that constantly evolves
following the changes in scientific thought and teaching
that incorporates these changes in their own organization. So there is a need of including the students, who are
prepare for teachers, in the process of pedagogical
experience during their study. Pedagogical experience
is a completed with a pedagogical practice and hospitation
on one side and theoretical knowledge on the other
side. Pedagogical experience is a kind of activities
that students are involved in the educational process. There have been changes in higher edu
cation as a result of many changes in the mod
ern life. It takes modern higher education in
stitutions to meet the requirements in terms of
education of teachers. Faculties should ensure
integration of science and practical teaching: a
science that constantly evolves following the
changes in scientific thought and teaching that
incorporates these changes in their own orga
nization.Studying the faculties that educates
teachers involves professional training in
terms of scientific and academic achievements
on the one hand and the study of pedagogical
and didactic-methodological content, strate
gies and models of educational work, on the
other hand (Koteva-Mojsovska-Tatiana 2008.) Considering the importance of these activities,
we made a research to determine the effects of pedagogi
cal experience of students in the fourth year of studies
at the Pedagogical Faculty in Skopje. This research is
guided by two assumptions: 1. Pedagogical experience
as an integral part of studies has positive effects on the
quality of initial teacher education and educators; 2. The
organization of pedagogical internship does not fully
satisfy the educational-applicative needs of students and
objectives of the internship. The future teachers acquire knowledge
and skills that represent the profession they
have chosen. Theoretical knowledge is nec
essary but not always sufficient in preparing
the appropriate staff. Theoretical knowledge
needs to be supported by appropriate practical
skills and knowledge. The practical training is
able to provide adequate practical support of
theoretical knowledge. “The future teachers
through practical experience have the chance
to be involved in the process of practical
teaching. (IJCRSEE) International Journal of Cognitive Research in Science, Engineering and Education
Vol. 3, No.2, 2015. (IJCRSEE) International Journal of Cognitive Research in Science, Engineering and Education
Vol. 3, No.2, 2015. Dr. Tatjana Koteva-Mojsovska, “Ss Cyril and Methodius” University, Faculty of Pedagogy “St Kliment
Ohridski”, Skopje, Republic of Macedonia
E-mail: tanja.koteva@yahoo.com
Dr. Suzana Nikodinovska Bancotovska, “Ss Cyril and Methodius” University, Faculty of Pedagogy “St Kliment
Ohridski”, Skopje, Republic of Macedonia
E-mail: suzi.niko.bancot@gmail.com Received: November, 15.2015. Revised: December, 06.2015. Accepted: December, 09.2015. Original Research
UDK 371.26-057.875:[378.6:37(497.7)”2014/2015”
159.947.5.072-057.875(497.7)”2014/2015” Received: November, 15.2015. Revised: December, 06.2015. Accepted: December, 09.2015. Original Research
UDK 371.26-057.875:[378.6:37(497.7)”2014/2015”
159.947.5.072-057.875(497.7)”2014/2015” THE EFFECTS OF THE PEDAGOGICAL EXPERIENCE ON
THE QUALITY OF TEACHER EDUCATION Dr. Tatjana Koteva-Mojsovska, “Ss Cyril and Methodius” University, Faculty of Pedagogy “St Kliment
Ohridski”, Skopje, Republic of Macedonia
E-mail: tanja.koteva@yahoo.com
Dr. Suzana Nikodinovska Bancotovska, “Ss Cyril and Methodius” University, Faculty of Pedagogy “St Kliment
Ohridski”, Skopje, Republic of Macedonia
E-mail: suzi.niko.bancot@gmail.com Dr. Tatjana Koteva-Mojsovska, “Ss Cyril and Methodius” University, Faculty of Pedagogy “St Kliment
Ohridski”, Skopje, Republic of Macedonia
E-mail: tanja.koteva@yahoo.com
Dr. Suzana Nikodinovska Bancotovska, “Ss Cyril and Methodius” University, Faculty of Pedagogy “St Kliment
Ohridski”, Skopje, Republic of Macedonia
E-mail: suzi.niko.bancot@gmail.com Dr. Tatjana Koteva-Mojsovska, “Ss Cyril and Methodius” University, Faculty of Pedagogy “St Kliment
Ohridski”, Skopje, Republic of Macedonia
E-mail: tanja.koteva@yahoo.com
Dr. Suzana Nikodinovska Bancotovska, “Ss Cyril and Methodius” University, Faculty of Pedagogy “St Kliment
Ohridski”, Skopje, Republic of Macedonia
E-mail: suzi.niko.bancot@gmail.com 1. INTRODUCTION
(
) Evidence suggests that teacher learn
ing is enhanced in school practice contexts as
professional communities - where teachers
get along and have a regular professional dia
logue with one another, with strong leadership
and adequate teaching resources” (Caena, F.,
2014.).The future teachers through practical
experience have the chance to be involved in
the process of practical teaching. During the survey, we have found that the students
have good theoretical knowledge about the educational
process and are successful in selecting topics for discus
sion with the competent persons in institutions. But they
are not initiative enough and they are not sufficiently
active in the process that have no direct obligation to
implement and to record. Because of that, students have to
be well prepared and instructed for all activities through
the practice that will relate to their overall engagement
as teachers.It shows that there is a necessity to redefine
the structure, objectives, content and organization of
the internship. p
Keywords: pedagogical expirience, pedagogical
internship, teacher education, practical teaching, edu
cator, teacher. Corresponding Author
Dr. Tatjana Koteva-Mojsovska, “Ss Cyril and
Methodius” University, Faculty of Pedagogy “St
Kliment Ohridski”, Skopje, Republic of Macedonia
E-mail: tanja.koteva@yahoo.com Corresponding Author
Dr. Tatjana Koteva-Mojsovska, “Ss Cyril and
Methodius” University, Faculty of Pedagogy “St
Kliment Ohridski”, Skopje, Republic of Macedonia
E-mail: tanja.koteva@yahoo.com Pedagogical experience is a completed
with a pedagogical practice and demonstration
classes on one side and theoretical knowledge www.ijcrsee.com 41 (IJCRSEE) International Journal of Cognitive Research in Science, Engineering and Education
Vol. 3, No.2, 2015. (IJCRSEE) International Journal of Cognitive Research in Science, Engineering and Educatio
Vol. 3, No.2, 2015. on the other side. Pedagogical experience is
the kind of activities that students are involved
in the educational process. Students activities
are organized and systematized according to
previously prepared plan. Pedagogical experi
ence includes the involvement of students in
the organization and implementation of regular
lessons or educational activities in the partner
institution. Also, students involved in outside
educational activities taking place in the part
ner institution in that period. In the implemen
tation of pedagogical practice, students can
gain performance of the overall organization
of life and work in the kindergarten/school. In
some educational system, it is called pro
fessional integration (Sacilotto-Vasylenko,
M., 2010.). Students realize activities/classes
which previously are instructed by the men
tor. 1. INTRODUCTION
(
) The experience is implemented in order to
complete the process of practical training, with
appropriate involvement in the educational ac
tivities of the kindergarten/school. During the
pedagogical experience, students are included
in all educational activities, such as the vari
ous sections, parent meetings, events, orga
nizing leisure activities, lessons and so on. During the pedagogical experience, students
develop different kinds of skills such as an ob
servation, thinking, understanding, planning,
reflection, discussion, evaluation, etc. The study used surveys, interviews, and
analysis of documents. The questionnaire was
designed for students - trainees, and in it there
were issues of open and closed. Besides the
questionnaire, with students and some teach
ers/educators and we conducted the unstruc
tured interview in order to get relevant infor
mation on issues that were the focus of our
interest. In order to get a fuller picture of acti
vation of the students as well as their commit
ment to the problems of educational practice,
we realized and protocol analysis of the docu
ments which they led during the internship. In
seniority had adequate working conditions in
which each student was constantly active. This
means that one mentor tutor/teacher worked
with three students. According to the number
of mentors, it was the smallest possible num
ber of students in a group or separately. Our interest through research focused
on several issues: the competence of students
for practical application of knowledge, their
interest in different aspects of the education
al process, creative and innovative potential
of students in accordance with the acquired
knowledge, opportunities for individual acti
vation of students in the educational process,
as well as topics of conversation that students
realize with educators/teachers during their
practical activities, preparation of mentors
for mentoring students - trainees. At the end
of the questionnaire, we are interested in the
opinion of students and their suggestions and
proposals for improving the practical teach
ing in initial education of future teachers and
mentors. 2. MATERIALS AND METHODS In the academic year 2014/15. we con
ducted research with students of the fourth
year of studies at the Faculty of Pedagogy. The object of the research was testing the effi
ciency of the pedagogical internship. The sur
vey was conducted in order to determine the
effects of pedagogical experience. The survey
covered 40 students in the fourth year of stud
ies at institutes of pre-school education and el
ementary school teaching in Macedonian and
Albanian language. This research is guided by
two assumptions: Pedagogical experience has positively
effected to the systemizing theoretical stu
dents knowledge. (IJCRSEE) International Journal of Cognitive Research in Science, Engineering and Education
Vol. 3, No.2, 2015. The results are shown in the following Table 1:
Table 1. Student needs for intervention in the activities during internship The results are shown in the following Table 1:
Table 1. Student needs for intervention in the activities during internship The results are shown in the following Table 1:
Table 1. Student needs for intervention in the activities during internship From the table, it is evident that most of
the students have need of intervention in the
evaluation of the educational process (85%)
and in the cooperation with parents (87.5%). This certainly can be justified by the fact
that they showed no initiative for the imple
mentation of these key issues. The interview
with students showed that teachers/educators
avoided situations in which students should
realize their competencies. include practice only by the available activi
ties which are offered by partner educational
institution. The responses received are read in
the second table. Table 2. Initiative of students for new activities dur
ing the seniority ing the seniority p
In this study, we are interested in the
opinion of students regarding the effects of
pedagogical experience. Namely, we wanted
to know whether the seniority helped system
atize the knowledge acquired through theo
retical part of initial teacher education. That
is the answer we received in addition to the
positive effects of pedagogical experience. In fact, most of the respondents, or 82.5% of
the total, prefer this answer: the pedagogical
experience helped me to systematize my the
oretical knowledge. For the answer: The se
niority partially helped me to systematize my
theoretical knowledge, opted 6 respondents
or 15% of the total while only one respondent
stated that seniority did not help him to sys
tematize theoretical knowledge. This suggests
that pedagogical experience as an integral part
of initial education has an important role in
shaping the educational staff.fi From said table, it is evident that stu
dents do not show initiative for activities that
are important for their service. Through inter
views with them, we found that this is because
they do not know whether they have the right
to initiate and content of the program outside
the school/kindergarten in a given period. 3. RESULTS AND DISSCUSION Data analysis resulted in interesting
findings related to the pedagogical experi
ence of students in the fourth year of study. But in this paper are shown results in specific
answers to the respondents. Accordingly that
regarding the competence of students-trainees
for practical application of theoretical knowl
edge we are interested in whether and what
kind of intervention by the mentor is needed. (Никодиновска-Банчотовска, С., 2008.). p
1. Pedagogical experience as an inte
gral part of studies has positive ef
fects on the quality of initial teacher
education and educators; 2. The organization of pedagogical
internship does not fully satisfy the
educational-applicative needs of
students and objectives of the in
ternship. www.ijcrsee.com 42 (IJCRSEE) International Journal of Cognitive Research in Science, Engineering and Education
Vol. 3, No.2, 2015. (IJCRSEE) International Journal of Cognitive Research in Science, Engineering and Education
Vol. 3, No.2, 2015. As far as the activation of students in
activities necessary to realize the pedagogi
cal internship, we were interested in whether
and to what extent (fully, partially or not at all)
they are activated in the process of their imple
mentation (Table 3). The responses confirmed
some information obtained through other
questions in the questionnaire and through
conducted interview. Table 3. Activation of students during internship Table 3. Activation of students during internship In terms of efficiency, also we were in
terested in whether students during internship
shown initiative for the organization and im
plementation of activities they need. In this
case, we wanted to know whether the students
(respondents) have initiated activities that are
important for their profiling, but which are not
currently active within the school/kindergar
ten and are not placed in the current period. Or www.ijcrsee.com 43 (IJCRSEE) International Journal of Cognitive Research in Science, Engineering and Education
Vol. 3, No.2, 2015. (IJCRSEE) International Journal of Cognitive Research in Science, Engineering and Education
Vol. 3, No.2, 2015. and the monitoring of various kinds of activi
ties are placed on the lowest level of priority
in the opinion of students respondents. In an
interview conducted with these respondents
said they had no opportunity to be in contact
with the director, what confirms the statement
that in the partner institutions do not adapt ac
tivities and events based on student needs and
goals of the pedagogical experience. In addi
tion to this is the interview with the teachers
and educators in which it is determined that
one part of them received some training for
mentoring students, but it was focused on the
interpretation of the manual that applies to all
three parts of teaching practice with students
(pedagogical practice, attending and pedagog
ical experience). The interview also showed
that instruction is not adapted by teachers and
educators to student’s needs and the needs
arising from the objectives of the pedagogical
experience. The period for implementation of
the activities was also short (3 weeks). In connection with the activation of
students in different types of activities, it is
evident that all students (100%) are fully in
volved in activities that had an obligation
to implement them (preparation, implemen
tation, and records per hour). Interesting for
us is the inclusion of students in the teaching
process. Namely, in this type of activities stu
dents showed 100% full activation. (IJCRSEE) International Journal of Cognitive Research in Science, Engineering and Education
Vol. 3, No.2, 2015. But this
response, however, refers only to the classes
which was assigned to realize them, for a total
of 6 hours from 15 days pedagogical experi
ence. Because students have to take the full
role of the teacher during the days of intern
ship, this situation is not satisfactory. This is
probably due to the majority of students which
must rotate in a group or department versus
the number of partner educational institutions
that perform an internship and versus the num
ber of mentors, mentors, and tutors. In other
situations, a small number of students interns
shown its activation. These situations actually
relate to activities which in the current period
are not provided within the school/kindergar
ten. It coincides with the data obtained by the
issue of the initiative of the side of students. (
)
The question that referred to the themes
that have been the subject of discussion be
tween students and tutor/teacher was from the
open source. In this respect, the results show
that the most common topics of conversa
tion were: the organization of school hours,
the content of pedagogical Documentation
and ways of its guidance, treatment and mo
tivating children/students, the organization of
the day in kindergarten, working conditions,
monitoring developmental achievements of
the children, the openness of kindergarten/
school, etc. Students who realized experience
in kindergarten were interested in adopting
children. Students who realized experience in
primary schools showed interest in contempo
rary learning strategies and parental involve
ment in education. On the questions What are your general
expressions from the whole educational ac
tivity in the school. The responses have been
ranked according to percentage obtained from
analysis: y
1. methods of the work- 22 answers or
55% 2. adequately arranged interior and ex
terior- 11 answers or 27,5% ,
3. ways of planning and programming
the educational work – 4 answers or
10 % 4. wholesome realization of the educa
tional process- 3 answers or 7,5%. p
,
In terms of types of activities during the
realization of the practice, we are interested
in the opinion of students about the priority
on the following activities: Maintenance of
educational activities and classes; Chat with
educator/teacher; conversation with the direc
tor; talk with counselor/psychologist, activi
ties for monitoring and insight into pedagogi
cal documentation. (IJCRSEE) International Journal of Cognitive Research in Science, Engineering and Education
Vol. 3, No.2, 2015. Among other activities,
a huge part of students (38 students or 95%)
give an accent on the involvement in maintain
ing educational activities and classes. In 90%
of cases (36 students/participants), they have
decided to talk to the teacher as an important
activity, while 29 respondents or 72.5% of the
surveyed students give priority to the conver
sation with the counselor/psychologist. Inter
estingly, the conversation with the director The survey was completed with propos
als for improving the quality of pedagogical
experience obtained by the students who are
preparing for teachers and educators. In fact,
they said that the internship should be longer;
should have fewer students together in the
same educational group/grade; there is a need
to keep a diary of realization of all activities
for an internship in the kindergarten/school
etc. Also, students propose a final report that
will summarize the experiences and knowl
edge gained through internship and it will be a
theme for discussing with their teachers in the
initial education. www.ijcrsee.com 44 (IJCRSEE) International Journal of Cognitive Research in Science, Engineering and Education
Vol. 3, No.2, 2015. (IJCRSEE) International Journal of Cognitive Research in Science, Engineering and Education
Vol. 3, No.2, 2015. Conflict of interests
A h
d
l Conflict of interests
Authors declare no conflict of interests. Conflict of interests
Authors declare no conflict of interests. 4. CONCLUSION proach to the development of future teachers
and educators.i Hence, it can conclude that these find
ings resulting from analysis of the data con
firmed the two hypotheses laid the basis for
research or: From the analysis and interpretation of
the survey results, one can conclude that the
pedagogical experience has positively effect
to the systemizing theoretical students’ knowl
edge. The processing of the data showed that
students have good theoretical knowledge
about educational processes and are success
ful in selecting topics for discussion with the
competent persons in institutions. But on the
other hand, they are not enough initiative and
are not sufficiently active in processes that
have no direct obligation to implement and
recorded. This part is interesting that there is
not enough initiative and motivation and by
teachers / educators in practice. Regarding the
organization of pedagogical experience, we
concluded that in the current period in partner
educational institutions there is not adjust on
the educational process according to the needs
of students and the purposes of the internship. We estimate that this part of the implementa
tion of the internship should be governed by
a written cooperation agreement between the
Faculty and its partner educational institu
tions. 1. Pedagogical experience as an inte
gral part of studies have positive ef
fects on the quality of initial teacher
education and educators; ;
2. The organizational structure of the
pedagogical experience does not
fully satisfy educational needs of
students and objectives of the intern
ship. p
Considering the role of the pedagogical
experience on the quality of the education of
future teachers and educators, it is necessary
redefining its structure, objectives, content
and organization of the internship. ACKNOWLEDGMENTS For this research we express acknowl
edgment to the students of the Pedagogical
Faculty in Skopje that were involved in the
process, as well as to the professional staff in
educational institutions that enabled us to ob
serve the process and to do interview during
the pedagogical experience of the students. It can also conclude that during the se
niority students demonstrate competence in
the practical implementation of knowledge. Only in some activities that we appreciate as
more complex and sensitive requiring an in
tervention in terms of their planning, realiza
tion, and understanding. It is justified given
that the internship process is implemented for
the duration of the studies. (IJCRSEE) International Journal of Cognitive Research in Science, Engineering and Education
Vol. 3, No.2, 2015. REFERENCES Given that students are not distributed by
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instructed for all activities through the prac
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https://openalex.org/W4226381033
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https://ujvas.com.ua/index.php/journal/article/download/103/125
|
English
| null |
Features of the clinical manifestation of the cutaneous form of mastocytoma in dogs
|
Ukrainian journal of veterinary and agricultural sciences
| 2,021
|
cc-by
| 5,415
|
Citation: Citation:
Mysak, A. R., & Ivashkiv, B. B. (2021). Features of the clinical manifestation of the cutaneous form of mastocytoma in dogs. Ukrainian
Journal of Veterinary and Agricultural Sciences, 4(3), 62–67. Citation:
Mysak, A. R., & Ivashkiv, B. B. (2021). Features of the clinical manifestation of the cutaneous form of mastocytoma in dogs. Ukrainian
Journal of Veterinary and Agricultural Sciences, 4(3), 62–67. Mysak, A. R., & Ivashkiv, B. B. (2021). Features of the clinical manifestation of the cutaneous form of mastocytoma in dogs. Ukrainian
Journal of Veterinary and Agricultural Sciences, 4(3), 62–67. nancy and the appointment of adequate treatment, prediction
of biological behavior, and survival of animals are based on
the results of histological examination (Thompson et al.,
2010; Blackwood et al., 2012; Camus et al., 2016; Hergt et
al., 2017). Abstract According to foreign researchers, mastocytoma is one of the most common (7–12 %) skin tumors in dogs. The
study aimed to study the features of the clinical manifestation of cutaneous mast cells according to the criteria of
the clinical TNM classification. We analyzed 24 cases of cutaneous mastocytoma in dogs during 2016–2020, of
diagnostic and therapeutic measures in the Department of Surgery and Clinic of the Small Pets Stepan Gzhytskyi
National University of Veterinary Medicine and Biotechnologies Lviv. According to the criteria of the internation-
al clinical TNM classification at the time of admission to the clinic in 7 (29.2 %) dogs established stage I of the
tumor, 10 (41.7 %) – II, 6 (25 %) – III, and 1 4.1 %) animals – stage IV. Based on cytological evaluation of biopsy
material selected from tumors and regional lymph nodes of low-grade mastocytes, 17 (70.8 %) animals were
found, and in 7 (29.2 %) cases, neoplasia was characterized as high-grade. 2021 Mysak A., and Ivashkiv B. 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. Keywords: dog, mast cell tumor, clinical signs, cytological examination, mast cell classification. Contents
1. Introduction ……..……….. 2. Materials and methods …... 3. Results and discussion …... 4. Conclusions ………………
References ………………….. 62
63
63
66
66
Citation:
Mysak, A. R., & Ivashkiv, B. B. (2021). Features of the clinical manifestation of the cutaneous form of mastocytoma in dogs. Ukrainian
Journal of Veterinary and Agricultural Sciences, 4(3), 62–67. Contents
1. Introduction ……..……….. 2. Materials and methods …... 3. Results and discussion …... 4. Conclusions ………………
References ………………….. 62
63
63
66
66 Features of the clinical manifestation of the cutaneous form of mastocytoma in dogs
A. R. Mysak, B. B. Ivashkiv Stepan Gzhytskyi National University of Veterinary Medicine and Biotechnologies Lviv, Pekarska
Ukraine J
Veterinary and Agricultural Sciences
http://ujvas.com.ua
Stepan Gzhytskyi National University of Veterinary Medicine and Biotechnologies Lviv
Volume 4
Number 3
original article
UDC 616-006: 636.7
doi: 10.32718/ujvas4-3.11
Features of the clinical manifestation of the cutaneous form of mastocytoma in dogs
A. R. Mysak, B. B. Ivashkiv
Stepan Gzhytskyi National University of Veterinary Medicine and Biotechnologies Lviv, Pekarska Str., 50, Lviv, 79010,
Ukraine Stepan Gzhytskyi National University of Veterinary Medicine and Biotechnologies Lviv Stepan Gzhytskyi National University of Veterinary Medicine and Biotechnologies Lviv 3. Results and discussion During 2016–2020, diagnostic tests and treatment of 24
dogs (13 dogs and 11 bitches, different breeds, aged 4 to 16
years) with skin mastocytoma were performed. In 22
(91.7 %) studied dogs, neoplasia was single and only in 2
(8.3 %) cases – multiple nodular lesions. The most common
sites of MCTs were: torso (45.8 %), limbs (37.5 %), less
common head and neck, axillary, inguinal, and perineal-
perianal areas (16.7 %). At the initial examination, at the
time of admission to the clinic, among these animals found
stage I of the tumor process (T1aN0M0, T1aN1aM0) in 7
(29.2 %) dogs, 10 (41.7 %) animals – II (T2aN0M0,
T2aN1aM0, T2aN1bM0, T2bN1bM0), in 6 (25 %) – III
(T3aN0M0, T3aN1bM0, T3bN1aM0) and in 1 (4.1 %) ani-
mals – stage IV (T3b, in N1bM1). A detailed analysis of the
epidemiological situation, the results of clinical trials of
dogs, and the dynamics of development of MCTs in them
was presented by us in a previous study (Ivashkiv et al.,
2020). However, due to the importance of establishing a
pathomorphological diagnosis of clinical data: symptoms of
neoplasia, its location, growth rate and doubling of tumor
size, germination in subcutaneous tissue, lesions and spread
(metastasis) to regional lymph nodes, internal organs, etc.,
we in this the article focuses only on clinical trial data. In
particular, in the studied dogs, stage I neoplasia had the
appearance of a small, dense, well-demarcated, mobile tu-
mor node located in the thickness of the skin. Stage II tu-
mors were 3–5 cm in size, and stage III tumors were 6–10
cm or more. In some dogs, eczema-like skin lesions similar
to nodular panniculitis occurred. In 10 (41.7 %) of the stud-
ied animals, the growth rate of neoplasms was extremely
rapid because, in 56.5 ± 1.91 days, the tumors doubled in
size. In 7 (29.2 %) dogs, the doubling time of the primary
tumor reached, on average, four months (122.1 ± 10.6 days),
and in 5 (20.8 %) dogs, this period lasted for two years. Information on tumor development in 2 (8.3 %) dogs was
unknown. For most mast cells, in contrast to other solid
tumors, the increase in their size was provoked, as a rule, by
episodic inflammation and edema in the tumor and sur-
rounding tissues, which is associated with mast cell activa-
tion and degranulation syndrome. 1. Introduction Mast cell tumors (MCTs) of skin neoplasms, the propor-
tion of mast cells can be 7 to 21 % MCTs are characterized
by excessive proliferation of atypical mast cells. Also, by
their activation and degranulation (mast cell activation syn-
drome), active substances, mediators, and specific IgE anti-
bodies. Under such conditions, the growth and development
of mast cells are usually masked by inflammation, diffuse
edema, allergic reactions, and other pathological processes
that cause a variety of appearances and symptoms of these
neoplasms and cause periodic fluctuations in tumor size. It
is also noted that the clinical course of mastocytoma is usu-
ally accompanied by periods of exacerbation and remission,
so it is difficult to assess biological behavior and predict the
prognosis. According to the generalized results of studies for
identifying MCTs in dogs, cytological examination of the
biopsy obtained by fine-needle aspiration tumor biopsy
(FNA) is sufficient. However, the final diagnosis of masto-
cyte and its classification according to the degree of malig- ,
)
A meta-analysis of current scientific sources shows that
due to advanced technologies to study MCTs' molecular
genetic and immunobiological properties, many researchers
have identified many changes and atypicalities in subcellular
structures that may indicate malignant neoplasia. However,
as the present shows, approaches to the pathomorphological
criteria for mast cell verification and their evaluation sys-
tems are constantly being refined and improved and are
often the subject of debate. Thus, for a long time in veteri-
nary oncology, the three-stage histological classification of
MCTs by Patnaik et al. (1984). According to this classifica-
tion, mastocytomas are divided into high- (G1), moderate-
(G2), and low-differentiated (G3). The most characteristic
morphological features of grade I mast cells are considered,
as a rule, their limited skin location the presence of well- Ukrainian Journal of Veterinary and Agricultural Sciences, 2021, Vol. 4, N 3 Ukrainian Journal of Veterinary and Agricultural Sciences, 2021, Vol. 4, N 3 62 differentiated with noticeable metachromatic cytoplasmic
granules. At the same time, low degree of cell differentia-
tion, aggressive growth, moderate or high mitotic activity,
mitotic atypia, the presence of single or no cytoplasmic
granules are the main signs of grade III neoplasia. Grade II
mastocytomas are an intermediate variable between the two
previous groups in this context. 1. Introduction Accordingly, when as-
sessing the potential biological behavior of MCTs, the high-
est probability of survival is inherent in animals with the
established category G1 and the worst prognosis (survival
up to one year) for G3. According to numerous researchers,
neoplasia with moderate differentiation (G2) is the most
problematic in predicting their biological behavior, as
pathomorphologists may include neoplasms of both G1 and
G3 in doubtful or vague histological signs. Therefore, it is
difficult to predict the aggressiveness of the further devel-
opment of such tumors. The 2-3 smears were made from the obtained aspirates,
dried in the air, fixed with methyl alcohol for 5 minutes,
stained according to Romanovsky-Gimza, and studied under
a microscope using an immersion system. The criterion for
verifying mastocytoma was detecting homologous round
tumor cells with azurophilic granules in the cytoplasm in
cytological preparations. y
g
All dogs, after cytological confirmation of MCTs, un-
derwent surgical treatment. Removal of tumors was per-
formed under general anesthesia following the rules of
ablastics and antiblastics. 3. Results and discussion And to a lesser extent, the
growth of tumor mass. It was noted that the rapidly pro-
gressing course of the disease was characteristic of mast
cells localized in the pelvic limbs, groin, perineum, neck,
namely areas freely available for permanent injury and,
above all, self-injury (combing, licking, gnawing). Many
researchers also report the aggressive development of MCTs
with rapid metastasis to regional lymph nodes with the lo-
calization of lesions in the muzzle, including the lips, peri-
neum, foreskin, scrotum p
In 2011, a team of scientists from different countries
proposed a two-stage classification of MCTs, dividing mas-
tocytomas into high-grade and low-grade. According to
researchers, the two-stage classification (Kiupel et al., 2010)
eliminates the prognostic uncertainties of the Patnaik sys-
tem, has high predictive value, minimal variability, and high
rate (96.8 %) consistency in pathomorphological assess-
ment. However, it does not provide 100 % accuracy in pre-
dicting the biological behavior of MCTs. In recent years,
many papers have been published indicating that the histo-
logical method of cell phenotyping should be considered
the basis for the final diagnosis and classification of neo-
plasms. However, regardless of the evaluation system
used, the prognosis should be based on a combined ap-
proach. According to the literature, prognostic information
should take into account clinical signs and anatomical
location of the tumor (Thompson et al., 2010; Garrett,
2014), growth rate, size, general appearance (Mullins et al.,
2006; Pierini et al., 2019), clinical-stage (Stefanello et al.,
2015; Sabattini et al., 2015; Warland et al., 2015), recur-
rences, metastases (Ferrari et al., 2018; Horta et al., 2018;
Cruz et al., 2020), immunohistochemical and molecular
markers (Sabattini et al., 2015; Sledge et al., 2016; Kiupel &
Camus, 2019). Based on this, our research aimed to establish the
features of the clinical manifestation of the cutaneous form
of mastocytoma in dogs. 2. Materials and methods It was found that more
than 37 % of biopsies obtained by “blind” biopsy were un-
suitable or uninformative for cytological studies due to in-
sufficient or poor (unpresentable) cellular content of the
obtained material, and this required a repeat procedure. q
p
p
Furthermore, such a biopsy poses a serious risk of dis-
similation of tumor cells in cases of penetrating the tumor
node or getting a needle into a vessel. The use of sonogra-
phy allowed to establish the boundaries, shape, and size of
the tumor, its echotexture, tissue perfusion (Doppler). Ac-
cordingly, it provides visual control of the targeted selection
of material from specific foci of neoplasia. In addition, so-
nography also provided additional clinical information on
the state of neoplasia in real-time. For example, sonographic
visualization of solid hypervascular foci with a central type
of vascularization, against the background of diffuse infiltra-
tion of neoplasia into the subcutaneous tissue, with a pro-
nounced perinodular inflammatory response of surrounding
tissues is evidence of mastocytoma malignancy. Undoubted-
ly, such data are essential to the cytological evaluation of the
biopsy and interpretation of the diagnosis. Following the generally accepted recommendations for
verifying neoplasms at the stage of preoperative examina-
tion, fine-needle biopsy (FNA) of tumors and regional lym-
phatic and cytological examination of aspirates was per-
formed. It was noted that the result of such a study largely
depends on the quality of the biopsy. Unlike other skin tu-
mors, the clinical manifestation of mastocytoma is often
accompanied by inflammation, diffuse edema, and other
pathological processes, which usually cause structural
changes in the tumor site and surrounding tissues and create Fig. 1. Performing a targeted fine-needle biopsy under ultrasound control Fig. 1. Performing a targeted fine-needle biopsy under ultrasound control Thus, it can be noted that despite the more painstaking
preparation and time spent on fine-needle biopsy under
ultrasound control, this manipulation allowed us to obtain
quality material for cytological verification of mastocytoma. into low- and high-malignant tumors. The granularity of the
cytoplasm was assessed as intensely granular and lightly
granular, sometimes mixed (with the simultaneous presence
of the first and second). Nuclear pleomorphism was assessed
as present if no rounded nuclear forms were present and
absent if only rounded or ovoid forms were noted. Collagen
fibrils, mitotic figures, and binuclear or multinucleated cells
were assessed as present or absent. 2. Materials and methods The study included 24 dogs with mastocytoma of the
skin. During 2016–2020 underwent an entire course of diag-
nostic and therapeutic measures in the Department of Sur-
gery and Clinic of the Small Pets Stepan Gzhytskyi National
University of Veterinary Medicine and Biotechnologies
Lviv. The animals were of different breeds and genders,
aged 4 to 16 years. Upon admission to the clinic, cancer
patients were examined according to clinical (TNM) classi-
fication of tumors (Owen, 1980), using clinical, instrumen-
tal, and laboratory research methods. The cytological examination was performed to verify
neoplasia at the stage of preoperative examination. Selection
of material from tumor-like skin formations and regional
lymph nodes was performed by fine-needle biopsy (FNA) in
two variants. When the puncture was performed by “blind”
method and by targeted biopsy under ultrasound control
“ESAOTE MyLab 40” 5.0–7.5 and 15 MHz, respectively). Ukrainian Journal of Veterinary and Agricultural Sciences, 2021, Vol. 4, N 3 Ukrainian Journal of Veterinary and Agricultural Sciences, 2021, Vol. 4, N 3 Ukrainian Journal of Veterinary and Agri g
63 The results of the study of the local process showed that
in more than 87 % of cases, the characteristic signs of mas-
tocytoma were: swelling and inflammation in the tumor and
surrounding tissues, alopecia, erythema and skin ulcers,
periodic fluctuations in tumor size, pain in palpation, itchy
skin in the tumor area. Examination of regional lymph nodes
in 11 (45.8 %) dogs with cancer did not reveal any changes
in the latter. In 8 (33.3 %) animals, the regional lymph
nodes are slightly enlarged but not painful, mobile, not
compacted, with a smooth surface. At the same time, in 5
(20.8 %) dogs with tumors of considerable size (more than
10 cm in diameter), lymph nodes were 2–3 cm in size, pas-
sive, dense consistency. In one of these animals, the regional
lymph node palpation was complicated by its growth and
fixation to the surrounding tissues. difficulties in the biopsy. According to the results of com-
parative studies of biopsy material obtained by the "blind"
method of fine-needle biopsy and target biopsy performed
under ultrasound control (Fig. 1), we have substantiated the
significant advantages of the latter. 2. Materials and methods Anisocariasis was de-
fined as >50 % of nucleus size fluctuations. According to
the research results, the above morphological parameters are
easily identifiable by cytological evaluation of aspirates. They have high specificity (94–97.3 %) for histological
evaluation of masocytes and are essential for developing
treatment strategies and tactics. According to numerous literature sources, screening for
verification of mastocytoma is the detection of atypical mast
cells by cytological examination of tumor biopsies. Thus,
our study's establishment of the primary diagnosis was
based on the cytological identification of mast cells of large
round cells with purple granules in the basophilic cytoplasm. It should be noted that the cytological study also focused on
the morphological structure of mast cells. In particular, they
were evaluated for intracytoplasmic granules, nuclear pleo-
morphism, mitotic figures, bi- or multinucleated, and an-
isocariasis. The two-level classification criteria according to
the Kiupel system, according to which MCTs are divided icultural Sciences 2021 Vol 4 N 3
For MCTs of low malignancy, the most typical cytologi-
cal feature was detecting round or oval mast cells, 1.5–3 Ukrainian Journal of Veterinary and Agricultural Sc 64 For cytograms of MCTs, the high degree of malignancy
(Fig. 2) was characterized by visualization in the studied
smears of atypical mast cells located in dense clusters or
layers. The cytoplasm of most cells with fuzzy contours and
low content of light purple granules. In some cells, intra-
cytoplasmic granules are absent altogether. Cells with irreg-
ularly shaped nuclei and binuclear and, less frequently,
multinucleated mast cells were often found in the smears
studied. At the high magnification of the microscope in
some cytological smears, the number of detected mitoses
could reach five figures. times larger than neutrophils, which were located in groups
with different cell numbers (Fig. 2). The nuclei of such mast
cells are round or oval, clearly delineated. Visualization of
the nucleus is problematic because it is poorly stained and
covered with granules that absorb large amounts of dye and
shade it. The cytoplasm of most cells is densely filled with
dark purple granules, as a result, such cells had an intense
blue-violet color. At the same time, cells with a lower con-
tent of granules in the cytoplasm acquired a light purple hue. 2. Materials and methods Single binuclear and giant mast cells were rarely found in
the smears, and single cells with high magnification
(400 times) were found in the cytograms of individual tu-
mors in a state of mitosis. Fig. 2. Cytogram of mastocytoma with a low degree of malignancy. Clusters of cells of homogeneous structure. Mixed-grained
mast cells (most cells are highly granular and fewer less granular) with minimal anisocariasis; According to Romanovsky-
Gimza. EP. 10, lens 100 Fig. 2. Cytogram of mastocytoma with a low degree of malignancy. Clusters of cells of homogeneous structure. Mixed-grained
mast cells (most cells are highly granular and fewer less granular) with minimal anisocariasis; According to Romanovsky-
Gimza. EP. 10, lens 100 Ukrainian Journal of Veterinary and Agricultural Sciences, 2021, Vol. 4, N 3
65
mast cells (most cells are highly granular and fewer less granular) with minimal anisocariasis; According to Romanovsky-
Gimza. EP. 10, lens 100
Fig. 3. Cytogram of mastocytoma of high malignancy. Mast cells with a small number of intracytoplasmic granules and
slight anisocariasis; nuclear pleomorphism - the presence of non-rounded nuclear forms (1); the presence of dinuclear (2) or
multinucleated cells. According to Romanovsky-Gimza. EP. 10, lens 100
1
2 Ukrainian Journal of Veterinary and Agricultural Sciences, 2021, Vol. 4, N 3
65
,
Fig. 3. Cytogram of mastocytoma of high malignancy. Mast cells with a small number of intracytoplasmic granules and
slight anisocariasis; nuclear pleomorphism - the presence of non-rounded nuclear forms (1); the presence of dinuclear (2) or
multinucleated cells. According to Romanovsky-Gimza. EP. 10, lens 100
1
2 Fig. 3. Cytogram of mastocytoma of high malignancy. Mast cells with a small number of intracytoplasmic granules and
slight anisocariasis; nuclear pleomorphism - the presence of non-rounded nuclear forms (1); the presence of dinuclear (2) or
multinucleated cells. According to Romanovsky-Gimza. EP. 10, lens 100 65 65 It is now known that an important prognostic indicator
for the diagnosis and evaluation of the biological behavior
of MCTs is the detection of metastases in regional lymph
nodes and internal organs. Based on the research results,
cytological criteria for diagnosing lymphogenic metastases
have been developed. Many researchers have found that
metastasis to regional lymph nodes in dogs with cutaneous
MCTs correlates with reduced survival time and a high risk
of spreading to remote areas. Reports at the stage of pre-
operative examination for neoadjuvant therapy and lym-
phadenectomy. 2. Materials and methods or not.According to the results of our stud-
ies, a correlation was established between the clinical mani-
festation of MCTs and cytology data was found. Cytological
evaluation of aspirates of regional lymph nodes from seven
dogs and lymphoid cells and neutrophils revealed an accu-
mulation of atypical polymorphic mast cells in the form of
nests of 3–5 cells, which is evidence of tumor metastasis. According to the clinical (TNM) classification in all these
dogs, stage III and IV tumors were large, and regional
lymph nodes were enlarged. Cytological smears of eight
dogs with clinical stage I and II neoplasia showed many
neutrophils and lymphoid elements: large lymphocytes,
prolymphocytes, lymphoblasts and, at the same time, the
presence of single mast cells. Considering the physical ex-
amination data, ulcers on the skin surface in the tumor area,
lymphadenomegaly, it was possible to predict reactive lym-
phadenitis. Cytological examination of aspirates from lymph
nodes that were not enlarged pathomorphological changes
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Is It Necessary a Renewal of the Theory of the Firm Based on Pandemic realities?
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Is It Necessary a Renewal of the Theory of the Firm Based on
Pandemic realities?
http://doi.org/10.21272/bel.4(2).96-101.2020 http://doi.org/10.21272/bel.4(2).96-101.2020 Alexandru Trifu, ORCID: https://orcid.org/0000-0001-9891-4836 PhD, Professor, Faculty of Economics, Department of Economic Sciences, University "Petre Andrei” of Iasi,
Iasi, Romania Abstract This paper deals with the study of the reverse impact made by the state regulation of entrepreneurial activity
on economic development indicators and with substantiation of the expediency to develop new business
management theories. According to the analysis of studies on "firm" definition and the peculiarities of its
operation, these issues have been actively studied since Adam Smith when the firm was an important
component of the marketplace, and until the legislative definition and certification of its operation. The article
considers the firm a legal entity, an open economy institution operating under corporate law. The study is
conducted based on a critical review of the literature in this field, including information and news of the
pandemic period, the synthesis of which allows to draw conclusions about the possibility and need to update
the theoretical basis for organizational management, based on the deduction method. According to the analysis
results, today, the firm operates in conditions of increased competition and an open environment. Its main
functions are the production of goods or services, making a profit and meeting the needs of the population,
government agencies or other firms, and the basis of the activities of legislation and regulations approved by
government agencies. One of the main problems in modern firms' functioning is the coronavirus pandemic,
which is the essential structural crisis in the economy after World War II. It caused rising unemployment,
significant loss of profits, and bankruptcy of small and medium-sized enterprises. Thus, one of the most stable
and efficient sectors of the pandemic economy is the IT business and the catering sector. The study shows the
need to transform organizations' existing management strategies in terms of their adaptation to the realities of
the modern world economic system. The study results can be useful for managers and heads of enterprises in
improving the efficiency of firms during the crisis. Keywords: Lockdown, Pandemic, Profit, Public Authorities Support, Theory of the Firm, Wellbeing. JEL Classification: D21, E71, M38. This work is licensed under a Creative Commons Attribution 4.0 International License
Cite as: Trifu, A. (2020). Is It Necessary a Renewal of the Theory of the Firm Based on Pandemic realities? Business Ethics and Leadership, 4(2), 96-101. http://doi.org/10.21272/bel.4(2).96-101.2020. © The Author, 2020. This article is published with open access at Sumy State University. © The Author, 2020. This article is published with open access at Sumy State University. Business Ethics and Leadership, Volume 4, Issue 2, 2020
ISSN (online) – 2520-6311; ISSN (print) – 2520-6761 Exposure of the Issue The literature in this important domain of our lives and economic activities, that is the complex Theory of the
Firm, is very large and diverse, starting around 1930s with the work of Ronald Coase (1937), laureate of the
1991 Nobel Prize in Economic Sciences. In this paper, we are interested in recent achievements in the field,
particularly, regarding psychological aspects as well as the relationships between entrepreneurs/CEOs/managers
and employees/workers that ensure the well-functioning of the firm and sustainability on its specific market
(Sautet, 2006). Peter Klein (2016) is one interesting author in what we intend to highlight, because he successfully and to a
large extent included the theory of the entrepreneurs into the main theoretical ground of the Theory of the Firm
and, at the same time, emphasized the specific influence of the particularities of the theory of entrepreneurs
on a better understanding of the multidimensional corpus of the Theory of the Firm (Klein, 2016). Also, the
work of P. Aghion, Dewatripont, Legros, Zingales (2016) is an attempt to refine the existing theory and it is,
also, an example for the increasing use of the language and style of contemporary formal economics (that is
activities embedded in a legal framework, with continuous relationships between public authorities and the
other economic and social actors). Paraphrasing a well-known scientific title, we can say that entrepreneurs/CEOs need firms (small, medium,
corporate) and, vice versa, firms need good managing theories and decisions. The lockdown was the main
sanitary decision to curb the spread of the new coronavirus, and the new modality of working from home,
where it was possible, was successfully used in order to maintain the safety of employees and, at the same
time, to not hamper the output and to sustain the business activity. The entrepreneurs (from the French word entrepreneur for a person who engages in a business) are considered
even a factor of production within a standard economic system (along with land, workforce, capital). In fact,
we may consider them along with CEOs and managers as "propellers" for the economic system, the main
human resource for the existence of economic and social activities. In the present situation, we are interested
in the ways of re-establishing economic life and in the modalities of managing entities/organizations after the
obvious huge slowing down of all social and economic activities. Business Ethics and Leadership, Volume 4, Issue 2, 2020
ISSN (online) – 2520-6311; ISSN (print) – 2520-6761 Business Ethics and Leadership, Volume 4, Issue 2, 2020
ISSN (online) – 2520-6311; ISSN (print) – 2520-6761 We are living in times when the authorities and public sector (administration and, especially, health care
system) are in charge in determining measures, in the form of state of emergency, or of a state of alert, to
manage the people lives and social-economic activities. Economies and societies/groups are stick together and,
of course, policies are needed to be issued for all domains of activities, for both public and private sectors. These new realities, the necessity of problem-solving, even life and death, involve a rethinking of what to do
to meet the urgent demands, but also demands to spin the economic life. Introduction The problem to be analyzed in the following rows started from the general concept of Management which
surrounds us in every respect of our lives and activities. Browsing the literature in the field and, at the same
time, the feedback coming from the practice, taking into account the unexpected and even invisible challenges,
we agree that for now and for medium-run, the knowledge, abilities, skills, specific psychological traits as
positive thinking and empathy, humans will remain the most adequate and functional beings to manage [18]. Developing and adapting these theories of management, entrepreneurship, or leadership to the new realities
and challenges, it is possible and we are saying, even mandatory, to find new theoretical approaches, capable
to fix these realities and to lead to functional strategic framework of management and of the other components. The basic approaches remain, including the decisive action of decision-making, both in SMEs and TNCs
(Hebert at al., 2009; Zimmerer et al., 2008). The pandemic came and alters the structural relationships, especially when it’s about strategic management
and development (Barney et al., 2006). That is even the theoretical construction of management theories, these
ones pliable to the best applications for the workforce and company’s culture, based on knowledge and skills
(Grant, 1996). 96 Business Ethics and Leadership, Volume 4, Issue 2, 2020
ISSN (online) – 2520-6311; ISSN (print) – 2520-6761 Business Ethics and Leadership, Volume 4, Issue 2, 2020
ISSN (online) – 2520-6311; ISSN (print) – 2520-6761
We are living in times when the authorities and public sector (administration and, especially, health care
system) are in charge in determining measures, in the form of state of emergency, or of a state of alert, to
manage the people lives and social-economic activities. Economies and societies/groups are stick together and, Exposure of the Issue Therefore, we looked for some appropriate
organization managing theories and theories of entrepreneurship that relate to the scope of the present paper. In this respect, we have chosen theories X, Y, and Z and, on the other hand, the Cochran and Kirzner theories
of entrepreneurship. Theory X, Y was stated and sustained by Douglas McGregor (2006), a management professor at MIT. In his
capital work of 1960, The Human Side of Enterprise, the author focused on how managers/CEOs perceive and
address employee’s motivation, under the form of two manifestations: Theory X and Theory Y. The first one (X) assumes that the monetary factor is paramount for employee motivation and, we may say,
the support for pursuing happiness. This aspect is doubled by the security need, as in the basic needs level of
the Maslow Pyramid of Needs (McLeod, 2020): 97 Business Ethics and Leadership, Volume 4, Issue 2, 2020
ISSN (online) – 2520-6311; ISSN (print) – 2520-6761
Figure 1. Maslow Pyramid of Needs
Source: McLeod 2020 Business Ethics and Leadership, Volume 4, Issue 2, 2020
ISSN (online) – 2520-6311; ISSN (print) – 2520-6761 Figure 1. Maslow Pyramid of Needs Source: McLeod, 2020 Theory Y assumes that it is an authentic possibility to align personal goals and organization goals, with
people/employees being considered creative and participative to the organization actions, and with the esteem
and self-actualization levels (Figure 1) being seen as ongoing needs for people, but never completely satisfied. Theory Y assumes that it is an authentic possibility to align personal goals and organization goals, with
people/employees being considered creative and participative to the organization actions, and with the esteem
and self-actualization levels (Figure 1) being seen as ongoing needs for people, but never completely satisfied. Theory Z, on the other hand, stresses the need/intention to help workers to become somehow generalists in
their domain of expertise, rather than specialists. It was introduced by management professor Ouchi (1993)
who presented some assumptions about employees, such as: developing co-operative relationships with co-
workers, i.e. an imperative desire for affiliation, and that workers expect reciprocity and support from the
company. This the aspect that we want to highlight working people seek support from their firm to secure and
maintain a balance between work and personal life, in the latter being included family, culture, habits and even
the pursuit of happiness. Methodology The approach of the literature review in this field, along with the information and news from the pandemic
period, were the basic elements of this paper’s scientific construction. The synthesis of all these elements led
to the issuance of our own opinion, through deduction method, regarding the possibility and the necessity of
renewing the theory on the matter of organization management. The ongoing process of checking realities on which to base a renewal of the theory. The realities during
the pandemic time, with priority on a decisive policy of lockdown, have shown that for ensuring the general
restart of economies, for the elimination of technical unemployment and for diminishing the general
unemployment level it is mandatory that economic and social activities return to a reasonable intensity. What
we saw that thee cities were silent; the quasi-majority of businesses were closed because the lockdown was
the main measure taken by the authorities in order to stop the spread out of the new coronavirus. The healthcare
was the priority, but, at the same rank, it was necessary to envisage solutions to stop the failing down of the
economies because anyone felt that the pandemic was and is still bad for economy and society. So, what we
also see is that the European Union is prepared to support the member states’ economies with a huge recovery
fund of more than 540 billion euros , under the German and French initiative, in a so-called "Hamilton moment-
agreement”1 between the wealthiest and most powerful countries of the EU. This is meant to be a breakthrough
moment in the lockdown situation of entire Europe (McCaffrey, 2020). Under the German and French initiative, the European Union has managed a concrete solution, but there are
other solutions to come up which will use the general EU budget to transfer money to those countries or regions
that need it most. In this respect, the management of European Commission has drafted a plan of more than a
trillion Euros to support economies (with the main focus on technical unemployment) towards a gradual re-
opening of Europe that will provide goods and services to its citizens again and, finally, produce profit (some
see this as the pressure of the business sector on political decision-makers – but without profit there is no
investment and without investment there are no goods and services). Methodology Furthermore, one month ago, the leaders
of EU signed off more than 500 billion euros fund to keep people in work and businesses afloat (our emphasis). The logic and reasonable solution was to pump and transfer money, as quickly as possible, and which might
even amount to a package of 2.4 trillion euros, for the economies or parts of Europe that needed it most, either
under the form of grants, or under the form of loans. So, in this period, we experience (or we expect to experience) the impact of regulations from EU institutions
and/or national authorities to the social and economic environment. These solutions are designed for the
entrepreneurs who desperately intend to re-open the businesses and for employees and customers that will re-
establish the supply-demand game on the market, in the benefit of all parts involved in. The initial question
asked by the European authorities was "Sink or Swim"? The answer is clear: all member states need to act as
one, either sink together, or float/swim together (McCaffrey, 2020). On the one side there are the public
authorities with support funds, on the other there are the abilities, skills, knowledge of entrepreneurs,
CEOs/managers, who comprehend how to use those funds for achieving their goals, for re-starting their
activities and for ensuring a reasonable level of revenues and wellbeing of employees and people in general. The nexus to abilities, skills and knowledge is another part of the ongoing research on entrepreneurship and
the theory of the firm. It can be categorized into several taxonomies or theoretical sequences, that have come
up in the last 5-6 years (McMullen, 2015; McCaffrey, M., 2015 and others). They focus on the two positive
parts of a SWOT analysis, Strengths and Opportunity, along with Alertness on possible internal and external
disturbance-factors and on the Judgment approach in selecting, monitoring and co-ordination of all assets and
human resources or, in multi-person firms, the delegation of decision authority to other owners or employees. It is these categories that serve best for the renewal of the theory of the firm. And we have a clear connection to praxis: The necessity for new ideas and sequential theories, is mirrored in
a forecast of the International Labour Organization, indicating that approx.195 million jobs will be lost around
the world in the next three months (McCaffrey, 2020). Exposure of the Issue As professor Ouchi said, and other authors appreciated, Theory Z is not the last word
in relational management, but it seems to be a right support to it, which can be beneficial in cases as in the
period we are going through. In the essence, Theory Z allows to develop, among others by rotation and training
of the employees, a more dedicated, loyal and permanent workforce, which benefits most of the companies. And it is exactly these employees/people, on which the management of the companies can rely for re-
establishing the business and for the re-use of the workforce temporary sent into technical unemployment [20]. Regarding the two Theories of entrepreneurship, we consider them pliable on what has happened in this period
and conducive to re-building the theoretical framework in the field. The Cochran Theory, or the cultural theory of entrepreneurship, is a sociological approach of this issue. Cochran (1965) considers the entrepreneurs as an emerging personality of society. The dynamics in the activity
of an entrepreneur is depending on social factors, which result from changes and actions of the business and
the business environment. The theory looks at the culturally determined inter-connection between the potential
and the attitude of entrepreneurs with the expectations by the sanctioning groups, i.e. by those who facilitate
new entrepreneurial ventures. Enlarging the significance of Cochran Theory, we consider the role of
entrepreneurs defined by those groups, i.e. members of board of directors, other top officials and, further, by
the groups with which the owner/entrepreneur interacts closely within the firm/corporation, in achieving the
proposed goals. The Kirzner theory (1973; 2009), called The Alertness Theory of Entrepreneurship, is based on the idea of
spontaneous learning and which is perfectly adaptable to the actual situation, like in the "Crusoe example”. The rationale is that the entrepreneurs/CEOs/managers must promptly respond to the challenges and changes
produced in short-term within economy and society. In a word, both owners and decision-makers must stay
alert and monitor the development of facts and phenomena and the regulations issued by executive and
legislative powers [19]. 98 Business Ethics and Leadership, Volume 4, Issue 2, 2020
ISSN (online) – 2520-6311; ISSN (print) – 2520-6761 1The term was used to show the parallel with the legendary fiscal union forged by U.S. treasury secretary Alexander Hamilton after the American
Revolution that helped prevent states from being bankrupted by their war debts. Methodology In order to understand the Conclusions, we consider
that the aspect proves that the coronavirus crisis is more devastating on employment than the global recession
ten years ago. It remains to be seen whether the instruments provided by the E.U. will make this loss of jobs a
temporary one. But, as said, the financial instruments provided must be complemented by the entrepreneurial 99 Business Ethics and Leadership, Volume 4, Issue 2, 2020
ISSN (online) – 2520-6311; ISSN (print) – 2520-6761
resources exhibited above and of which we think that they must be embedded into a renewed theory of the
firm. Business Ethics and Leadership, Volume 4, Issue 2, 2020
ISSN (online) – 2520-6311; ISSN (print) – 2520-6761 resources exhibited above and of which we think that they must be embedded into a renewed theory of the
firm. resources exhibited above and of which we think that they must be embedded into a renewed theory of the
firm. The practice in Economics is developing faster than the theories, especially that is necessary de recover the
losses in these last three months and new modalities of chain distribution, new instruments for delivery (such
as drones), automated deliveries companies, especially Chinese e-commerce and others, prove that we cannot
speak about the end of Economics, but rather that the thinking in this domain to become a sound support for
these realities and necessities. Our lives have changed, but we must know how to manage the medical danger
and to succeed a desired level of satisfaction, even happiness. Conclusions In general, the theory of the firm includes entrepreneurial concepts and concepts of organization management. Its value for practice lies with being adaptive and with prompting responses to all influences or changes, and
with ensuring innovative actions as well as the proper functioning of all components, actors and factors
involved in entrepreneurial and management activities. Regarding the impact of the new coronavirus, it is obvious that it has changed and is changing all around us,
all of our known world, but not at the same time and not to the same extent. It is essential to develop a quick
answer to the coronavirus challenge and to its effects on other environmental factors in order to preserve the
health of people and maintain the due course of society. A major contribution comes from innovative thinking,
swift and smart decisions, training the employees/workers to perform activities that will re-establish the
functioning of the firms and, step by step, the growth of their revenues and welfare. We think that the modality of a tryptic action type which includes alertness-innovation-smart decisions will
help to understand the functional internal environment and provide quick responses and adaptations to external
factors and regulations. For praxis, this is the way to efficient action; for scholarly purposes it has to be
transposed into a flexible sequence that can be embedded into the Theory of the Firm, as a whole. These findings impact also on higher education institutions, which are involved, more or less explicitly, in
relationships of students that are similar to those between CEOs/decision-makers and other persons., Students
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https://sciendo.com/pdf/10.1515/atd-2015-0014
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Medical Education in the Field of Communication as a Value and a Means of Health Quality Improvement
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Acta Technologica Dubnicae
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* Jana Goriup, University of Maribor, Maribor, Slovenia; jana.goriup@um.si
Kleopatra Kodrič, University of Maribor, Maribor, Slovenia; kleokodric@gmail.com Acta Technologica Dubnicae
volume 4, 2014, issue 1 Acta Technologica Dubnicae
volume 4, 2014, issue 1 DOI: 10.1515/atd-2015-0014 DOI: 10.1515/atd-2015-0014 Medical Education in the Field of Communication
as a Value and a Means of Health Quality
Improvement Jana Goriup – Kleopatra Kodrič Vita brevis, ars longa, accasio valucris, experientia periculosa, idicium, difficile. Nec vero satis est, medicum suum fecisse officium, nisi suum quoque aegrotus,
sum astantes faciant, sintque: externarite comparata. Life is short, art is long, opportunity is fleeting, experience is dangerous,
judgement is hard. It is not enough if the doctor does his job, when it is
necessary, but the patients have to contribute their part as well and so do other
life circumstances. (first Hipocrates Aforism) Abstract: The article discusses the issues of communication between a
doctor and a patient as one of the main approaches within the patients'
medical treatment. This approach, which includes the field of
communication in medicine as a value, more and more appears as
obligatory not only in the field of profession itself, but also in the field of
the patients’ needs. Communication covers a huge part of our social as
well as intimate lives. Our social functioning is based on communication. The transfer and preserving of values is based on communication. Especially in the field of medicine, the function of communication appears
to be one of the key elements to allow a better and complete treatment of
the patient. The article discusses studies which have shown that
communication skills have to be developed, it is advisable to introduce
them into the educational programmes for med students and medical staff. Researches have shown that students, who were taught the field of
communication skills, later as doctors or medical staff obtained a lot more
information about patients than those who were not given such education. Key words: communication, doctor, patient, education, values. Key words: communication, doctor, patient, education, values. 64 Acta Technologica Dubnicae
volume 4, 2014, issue 1 Acta Technologica Dubnicae
volume 4, 2014, issue 1 1 Introduction Communication is the central and most basic process in society. Communication
intertwines the broadest segment of society, i.e. from the public sphere to the
most basic cell of society – the family. Apart from all the important processes
taking place in our lives and the public sphere, communication (between family
members, within a team, at work, between doctors and patients) and solving
problems as current issues have become the central thematic chapters in the field
of health. Brajša (1982) defines conflicts as a relationship crisis or crisis in
development. The one who does not admit the existence of the development
crisis denies development. There is no development without conflicts (Brajša,
1982, p. 52). The doctor-patient relationship and the question of trust are among
the key issues that must be dealt with. Communication allows people to interact and co–operate. Communication in the
field of medicine represents a two-way flow of messages between the doctor and
the nurse on one side and the patient on the other side, with empathy and trust
being very important here. The essence of the doctor's empathy is his/her ability
to listen. Doctors who are able to recognize their patients’ feelings are more
successful in their treatment. When getting in touch with a patient, the doctor takes responsibility not only for
the treatment but also for the patient as an individual. An individual approach
based on mutual communication must be applied. The essence of building trust
is communication, however, it must not be stereotypical, routine, phlegmatic or
impersonal. The relationship between the doctor and the patient is based on an interactive
process and has to be equal. The doctor has the role of an experienced
professional and the patient is his/her active co-operator in the process of
treatment. While building the relationship with a patient, The Medical
Deontology Codex (http://www.zdravniskazbornica.si/zzs.asp?FolderId=386)
can be helpful for the doctors. The Codex is meant to be used as a guide for
doctors when assessing his way of treatment. In the postmodern society, the
relationship and communication between the doctor and the patient are often
perceived as negative, especially due to the deficient and (sometimes) simple
health care organization. Doctors do not have enough time for one patient (7
minutes on average!!!) and patients become objects for the doctor. Thus,
medicine is going through a crisis of mistrust based on the depersonalisation of
the patient. Acta Technologica Dubnicae
volume 4, 2014, issue 1 neither a method nor a technique and it cannot be “easily learnt”. However,
sympathy and empathy are crucial dimensions within the relationship between
the doctor and the patient. neither a method nor a technique and it cannot be “easily learnt”. However,
sympathy and empathy are crucial dimensions within the relationship between
the doctor and the patient. In their offices, doctors are confronted with their daily routine work because of
many patients, but especially due to the enormous lack of time for them. Doctors
often advise their patients (by routine) to go to another doctor, i.e. to see a
specialist. The result of such a relationship is unsatisfied and disappointed
patients who wander from one office to another, from clinic to clinic and whose
expectations have not been fulfilled (Gottschlich, 1998, p. 35). A respect
towards patients’ autonomy and dignity are the essential features of doctors’
empathetic communication. Ule (2003) states that the results of research on general medicine study
programmes show that doctors do not possess enough knowledge about
communication. During their studies, they are only given general instructions on
how to interview patients. These instructions are referred to diagnostic methods. Most doctors are enabled to competently find the history of physical symptoms,
however, they are not trained nor motivated to connect these to patients’
psychological and/or social symptoms (for example: fears, conflicts in their
surroundings, etc.). Thus, the author notices that a lot of students finish their
medicine studies without adequate communication skills. In the paper entitled Communication Skills for Medicine (2004) the authors
Margaret Lloyd and Robert Bor discuss what should good communication be
like, reminding that communication is the core of health care. Special attention
should be paid to the research of Peter Magguire in Manchester who, together
with students of medicine, interviewed patients about the students' ability to
perform an interview. The patients were attracted by those interviewers who
showed warmth and attention as well as those they could easily communicate
with. Those students introduced themselves to the patients, showed self–
awareness, listened to the patients, reacted to their comments and asked
questions in an appropriate way without repeating themselves. This is also the
answer to the question why good communication is important. It allows a better
care of patients. Doctors who communicate with their patients well and in an appropriate way, set
a detailed diagnosis and can also see a patient's emotional instability. 2 Communication and education of doctors In the process of communication with patients, doctors often face demanding
situations since clinical practice requires high degree of empathy on the side of
doctors. On the other hand, doctors are also advised not to show patients their
feelings and emotions. They must realize that empathic communication is 65 Acta Technologica Dubnicae
volume 4, 2014, issue 1 patient’s task it to respond to the doctor's findings and initiatives, passively or
actively depending on the situation. patient’s task it to respond to the doctor's findings and initiatives, passively or
actively depending on the situation. Despite the above mentioned, there is still some bad communication present
between the doctor and the patient. A research (Lloyd and Bor, 2004), focused
on the patients’ reactions to the surgeon's demands, has been realised in Florida. Comparing the patients’ reactions to the surgeon's demands, the complaints
mainly referred to the doctors' behaviour, i.e. they were not listening, did not
inform the patients and did not show any interest or understanding towards them. In countries where patients complain less about their doctors they openly express
their dissatisfaction regarding the way their doctors communicate with them. The authors' answer to the question whether communication skills can be learnt
is that this is impossible if med students copy the communication model of their
teachers. A good communication model needs effective elementary schooling
and education in the field of communication. Realizing this fact, some medical
educational institutions have already reacted to the need for good elementary
communication and have already included a subject based exclusively on
gaining knowledge and skills in the field of communication into the process of
professional (medical) education. In the 1970s of the last century, studies were performed, by students of
psychiatry, too, in the field of teaching communication between doctors and
patients to find out about the problems in the doctor-patient communication. The
most important two reasons standing out were that the doctors did not obtain all
necessary information about the patient and they “forgot” to ask the patient some
essential questions about their problems, since they did not notice any non-
verbal messages of the patient: in brief, they showed no interest (Lloyd and Bor,
2004, pp. 4-5). In the course of this study, the students were divided into two groups, the control
group and the feedback group. Their task was to obtain information about the
patient and his/her anamnesis within 15 minutes while being recorded. An
additional task of the feedback group was to handle two more patients. Again,
this procedure was recorded. After the interviews, they discussed their mistakes
with their mentor. Acta Technologica Dubnicae
volume 4, 2014, issue 1 Thanks to
the possession of that skill, patients trust the doctor and follow the doctor's
instructions during treatment. It is also evident that communication has a
positive impact on patients’ physical condition, e.g. their blood pressure. Research has shown that patients whose communication with their doctors was
successful, had less problems with high blood pressure or were successful at
stabilising it (Lloyd and Bor, 2004, pp. 3-4). Each patient must be aware of his role and tasks in the process of diagnostics,
during treatment and has to take responsibility for this process. One of the 66 Acta Technologica Dubnicae
volume 4, 2014, issue 1 Acta Technologica Dubnicae
volume 4, 2014, issue 1 Acta Technologica Dubnicae
volume 4, 2014, issue 1 the group which had attended additional education in the field of communication
with patients, were better at communication. Finally, we can confirm the fact
that good communication can be learnt and it helps to build a good relationship
with the patient (Lloyd and Bor, 2004, p. 5). Doctor-patient communication is a process in the organization where the doctor
works. He/she guarantees the flow of information from its source to the user, i.e. the patient or family member (Bezenšek and Barle, 2007, pp. 175-176). Such a
communication exceeds economic, social, cultural or interpersonal differences
and produces trust, respect and co-operation. However, good communication
does not necessarily mean that the doctor and the patient will agree in everything
and it does not mean that there will be no dissatisfaction, mistakes, faults,
complaints or even conflicts. These can also be the consequence of unrealistic
expectations of the patients and their “blind trust” in medical technology as well
as a lack of knowledge or understanding such procedures. Another reason could
be the doctor's routine approach towards the patients, a lack of motivation for
work or professional disinterest. This kind of complaints may be reduced by
good communication. Greene says that the majority of cultures do not use compulsive communication
anymore, even “under-cover” compulsion, as he names it, is out and nowadays
not used. The fact that it is not effective in motivation anymore is very important
(Greene, 1991, p. 28). p
When, in the process of communication, the doctor should get closer to the
patient as a co-speaker and to show respect towards him/her. The doctor should
try to listen to the patients and find out what they want, what troubles and
motivates them. Ule (2003) accentuates that communication is based on mutual
respect and she also exposes that communication is a form of treatment (as
well). In each communication relationship there is an unfelt and priceless
treatment potential hiding, however, there are unexpected dark sides which can
arise as well and these arise due to the doctor's relationship towards him/herself
or his/her own wounds which are hidden many times. Research has shown that
being isolated from communication makes people sick. For such people seeing
the doctor means running away from isolation and, of course, such patients wish
to talk to the doctor even more. Acta Technologica Dubnicae
volume 4, 2014, issue 1 Afterwards, both groups made an additional interview with
the patients, which showed that the feedback group was more successful in
communication, since they had obtained three times more information about the
family anamnesis of the patients than the control group. Similar studies were
realized with the medical staff, too, and most of them showed that students, who
had been taught the field of communication with the patient, in the end had
much more success in communication with patients. An interesting question,
which arose in this, was whether the gained knowledge in the field of
communication would fade after some time or it would remain. The question
was answered and confirmed by the same study four to six years later, when the
interviewed people, who had been the same students at that time, were already
doctors. Again, the hypothesis confirmed that the feedback group students, i.e. 67 Acta Technologica Dubnicae
volume 4, 2014, issue 1 Acta Technologica Dubnicae
volume 4, 2014, issue 1 significantly influences the course of treatment. Surely, each doctor-patient
relationship has its own characteristics. Unfortunately, patients do not have
many positive communication experiences nowadays. From the doctor's point of
view, the communication is mostly set into some conversational routine to find
out the diagnosis and for further treatment. Research (Gottschlich, 1998, p. 10
cited in Ule, 2003) confirms that, due to this conversational routine, doctors do
not obtain essential information which would be helpful for a higher quality
treatment (Ule, 2003, pp. 131-132). Some researchers (Fox, 1993, Hak, 1994, Roth, 1969, cited in Bezenšek and
Barle, 2007, pp. 102) say that the way of communication between patients and
doctors varies according to individual social groups. Based on their findings,
communication is of a higher quality between the members from the middle and
higher social classes, not due to the social status of the social groups nor their
status in the community, but due to their similar cultural background since
doctors originate from these social classes and therefore the cultural similarity is
obvious. l
( i d i
žič 2004
22 23)
h
h
b significantly influences the course of treatment. Surely, each doctor-patient
relationship has its own characteristics. Unfortunately, patients do not have
many positive communication experiences nowadays. From the doctor's point of
view, the communication is mostly set into some conversational routine to find
out the diagnosis and for further treatment. Research (Gottschlich, 1998, p. 10
cited in Ule, 2003) confirms that, due to this conversational routine, doctors do
not obtain essential information which would be helpful for a higher quality
treatment (Ule, 2003, pp. 131-132). significantly influences the course of treatment. Surely, each doctor-patient
relationship has its own characteristics. Unfortunately, patients do not have
many positive communication experiences nowadays. From the doctor's point of
view, the communication is mostly set into some conversational routine to find
out the diagnosis and for further treatment. Research (Gottschlich, 1998, p. 10
cited in Ule, 2003) confirms that, due to this conversational routine, doctors do
not obtain essential information which would be helpful for a higher quality
treatment (Ule, 2003, pp. 131-132). pp
Some researchers (Fox, 1993, Hak, 1994, Roth, 1969, cited in Bezenšek and
Barle, 2007, pp. 102) say that the way of communication between patients and
doctors varies according to individual social groups. Acta Technologica Dubnicae
volume 4, 2014, issue 1 Based on their findings,
communication is of a higher quality between the members from the middle and
higher social classes, not due to the social status of the social groups nor their
status in the community, but due to their similar cultural background since
doctors originate from these social classes and therefore the cultural similarity is
obvious. Ule (cited in Janežič, 2004, pp. 22-23) accentuates that treatment has been
connected with communication in different forms for ages. She exposes that
communication is based on mutuality and mutual engagement of the doctor and
the patient as in this way the dualism between the doctor and the patient is
exceeded. However, here we have to consider that illness, as well as the process
of treatment itself is not only the patient's problem but the doctor's as well. Ule is
convinced that the doctor's words represent the means for helping and treating
the patient, however they can also be harmful. This way the doctor and the
patient become partners in the process of treatment. In this process
communication plays a significant role as both the patient and the doctor act as
partners in the process of communication complementing and assessing each
other based on their experiences and knowledge. Often, we are not aware
enough that conversation means a lot more to the patient than just medicine. Kind and friendly words let him/her hope to recover (Janežič, 2004, pp. 22-23). Ule (cited in Janežič, 2004, pp. 22-23) accentuates that treatment has been
connected with communication in different forms for ages. She exposes that
communication is based on mutuality and mutual engagement of the doctor and
the patient as in this way the dualism between the doctor and the patient is
exceeded. However, here we have to consider that illness, as well as the process
of treatment itself is not only the patient's problem but the doctor's as well. Ule is
convinced that the doctor's words represent the means for helping and treating
the patient, however they can also be harmful. This way the doctor and the
patient become partners in the process of treatment. In this process
communication plays a significant role as both the patient and the doctor act as
partners in the process of communication complementing and assessing each
other based on their experiences and knowledge. Acta Technologica Dubnicae
volume 4, 2014, issue 1 That is why the author emphasises that family
doctors should “play” the role of a communication therapist (Ule, 2003, p. 131). If the patient sees that the doctor will not give any clear instruction and answers
to his questions about his/her health problems, he feels helpless, numb and
becomes inactive in the process of treatment. Their reactions are unmotivated
and it seems that they accept their situation. That is why they do not ask
questions nor express their doubt. They become “obedient”, manageable, and
especially in the process of treatment, they co-operate. On the contrary, the patients’ style of communication influences the doctor who
should pay attention to the patient also on the level of his/her own perception of
the disease. Research confirms that the patient’s perception of the illness 68 Acta Technologica Dubnicae
volume 4, 2014, issue 1 motivating communication field. It is of elementary importance for a hurt
modern human being. It is the communication between the doctor and the patient
which has a main, central position, no matter if this position is opposed and
underestimated in modern medicine. This is the reason why the relationship
between the doctor and the patient is determined to fail in advance. The main
problem here is the identity of both, what is the reason why doctors’
communication is intended just for diagnosing, noticing and standardising the
illness (Ule, 2003, p. 131). Acta Technologica Dubnicae
volume 4, 2014, issue 1 Often, we are not aware
enough that conversation means a lot more to the patient than just medicine. Kind and friendly words let him/her hope to recover (Janežič, 2004, pp. 22-23). Unfortunately, communication is often a one-way process because patients
(mostly) do not speak much or are silent, it is only the doctor who speaks. Kersnik (cited in Janežič, 2004, p. 23) believes that doctors should know and
effectively use both the verbal and the non-verbal forms of communication. Most of all he/she should be able to lead a consultation with the patient, say bad
news, ease the patient's and his/her relatives' acceptance of terminal phases, talk
about mental signs without embarrassment, rationally use medicine for the
treatment of mental problems and consult psychic help. The author reminds us
that patients must feel that the doctor pays attention to them and is ready for
consultation. However,
such
interaction
requires
the
possession
of
communication skills (Janežič, 2004, pp. 23-24). Unfortunately, communication is often a one-way process because patients
(mostly) do not speak much or are silent, it is only the doctor who speaks. Kersnik (cited in Janežič, 2004, p. 23) believes that doctors should know and
effectively use both the verbal and the non-verbal forms of communication. Most of all he/she should be able to lead a consultation with the patient, say bad
news, ease the patient's and his/her relatives' acceptance of terminal phases, talk
about mental signs without embarrassment, rationally use medicine for the
treatment of mental problems and consult psychic help. The author reminds us
that patients must feel that the doctor pays attention to them and is ready for
consultation. However,
such
interaction
requires
the
possession
of
communication skills (Janežič, 2004, pp. 23-24). As our discussion includes the field of communication between the doctor and
the patient, it is necessary to expose the fact which, by Ule (2003), is named 69 Acta Technologica Dubnicae
volume 4, 2014, issue 1 Acta Technologica Dubnicae
volume 4, 2014, issue 1 and intensity of the doctor's interest in his health or health problem. At the same
time, non–verbal communication can indicate how much and whether the doctor
appreciates the information obtained from the patient. If a doctor manages and
considers all the above mentioned, the patient is more satisfied. Surely, the
doctor should be aware of the most important signs of non–verbal
communication, e.g. face gestures, smiling, mimes, body language, hand
position etc. and intensity of the doctor's interest in his health or health problem. At the same
time, non–verbal communication can indicate how much and whether the doctor
appreciates the information obtained from the patient. If a doctor manages and
considers all the above mentioned, the patient is more satisfied. Surely, the
doctor should be aware of the most important signs of non–verbal
communication, e.g. face gestures, smiling, mimes, body language, hand
position etc. At this point, the author is right, claiming that a doctor should not use the
mentioned elements in his/her communication, neither should he use them just
as an example for the purpose of his communication with the patient. A
successful, good quality communication process can be characterised by “the
ability to communicate with patients in an ethical and effective way it has
become a fundamental skill expected from each specialist.” (Leo, 2011, pp. 720-
725) Every interpersonal contact is mutual, which means that all we say or even do
not express (through our appearance, movements, face expressions, dressing
style, etc.) influences the other person. This person can react by showing
appreciation, thoughts or even rejection. Our words and the facial expression can
make one feel comfortable or, on the contrary, we can even cause some
discomfort. When two people meet, their communication is always interactive. We sometimes feel uncomfortable because of the voice of the other person while
communicating or even because the other person has no eye–contact with us. Despite all these facts, the conviction that communication is something usual,
known to everybody and everyone knows how to communicate, prevails. Words
are the essential means of conversation. Communication is always a process of
awareness whereas silence expresses a dysfunction in communication. Especially in the field of sociology of health, there is lots of prejudice regarding
communication, i.e. communication is unimportant due to other, more important
activities and the patient is an unintellectual being who will not understand
anything. 3 Patients’ needs in communication with the doctor 3 Patients’ needs in communication with the doctor
In the article Working toward the best doctor–patient communication (2011),
Leo L. F., a psychiatrist and a representative of the Clinical Centre of the
Pediatric Section in Singapore, presents the results of an analysis made in 1989. It revealed that doctor-patient communication is a one–way process as the doctor
mainly gives instructions instead of allowing to run the communication
mutually. Doctors should motivate patients to play an active role in the
conversation, i.e. during the medical consultation including the discussion about
a patient’s physical condition. When patients notice that the doctor is listening to
them, they starts to appreciate and consider them more. Such a process is very
important for doctors as well since in mutual communication they can notice
how the patient understands and accepts the whole medical process. If patients
are involved in the process of communication in such a way, they can monitor
and view their own treatment in a different way. The author accentuates that
doctors are expected to explain the patients their health condition in a
comprehensible way. He also consults an appropriate vocabulary that would
allow and at the same time simplify and unify the process of doctor-patient
communication. The same author exposes the function of the bio-psycho-social
factor to assure a more qualitative communication with the patient. Doctors
usually do not pay enough attention to the psycho–sociological views of treating
the patient. The study by Baberg et al. (Baberg, 2001, cited in Leo, 2011, p. 721)
notices that patients’ problems are not only of medical but of psychological–
emotional nature as well. This is why the author emphasises that doctor-patient
communication does not include only questions from the field of
symptomatology but social, emotional and behavioural questions as well. In this
way, both the doctor and the patient are more satisfied since the patient can co–
operate actively in the process of treatment and thus help to establish a
partnership with the doctor. In order to make the doctor-patient communication effective, non–verbal
communication is essential. However, the non–verbal way of the doctor's communication is often
disregarded. If non-verbal communication is suitable, indicators such as body
language, eye contact and the colour of the voice indicate the patient the level 70 Acta Technologica Dubnicae
volume 4, 2014, issue 1 Acta Technologica Dubnicae
volume 4, 2014, issue 1 patients. The doctor is a formal leader who is hidden. In this case, he/she must
be confident, supportive and should have an influence on other group members
(anonymous alcoholics). Here his/her role is to remove the limits within the
organisation. The higher the doctor’s position in the hierarchy of the
organisation is, the stronger his influence on the flow of information is. Such a
doctor has a lot of social power which is very important for his/her work as well
as life environment (Bezenšek and Barle, 2007, p. 189). patients. The doctor is a formal leader who is hidden. In this case, he/she must
be confident, supportive and should have an influence on other group members
(anonymous alcoholics). Here his/her role is to remove the limits within the
organisation. The higher the doctor’s position in the hierarchy of the
organisation is, the stronger his influence on the flow of information is. Such a
doctor has a lot of social power which is very important for his/her work as well
as life environment (Bezenšek and Barle, 2007, p. 189). When being in contact with patients, doctors are responsible both for the
treatment of a particular illness or disease and patients as individuals. Gadžijev
(cited in Janežič, 2004, p. 17) says that he/she is often told by young doctors
that, during their studies, they were not taught how to communicate
appropriately with patients and their family members. A doctor must be aware of the fact that doctor/patient communication is a
complex process, therefore he/she should be interested in the context of patient's
life as well (family situation, work circumstances, status, relationships). He/she
should also learn about the patient's personal characteristics (self–image, social
and cultural capacity, emotional strength, ability to control difficult situations,
ability of self–defence, etc.). Furthermore, he/she has to learn about the history
of the patient's disease, obtain sufficient information for setting the appropriate
diagnosis and understand the patient’s problems. A bad doctor can be characterised as somebody who treats patients as numbers,
and does not listen to them. Research has shown that not being treated as an
individual with feelings and emotions, patients mostly perceive as unacceptable
Thus, the lack of trust endangers the doctor-patient relationship. Patients are the
ones who are forced to trust (Bezenšek and Barle, 2007, p. 103). Acta Technologica Dubnicae
volume 4, 2014, issue 1 However, appropriate communication can allow a faster and more
correct diagnosis as well as more satisfaction of the patients (Rakovec–Felser,
2002, pp. 206-207). A problem in doctor-patient communication is presented by the fact that doctors
play several very important roles when organizing their work. These roles can be
expressed in the process of communication. Thus, the doctor can function as
“receptionist” who controls the flow of communication through a
communication network. Such a position can be either formal or informal. He/she can also have the function of a moderator or some bridge connecting
individual communication sub–systems. It is important that the doctor as the
transmitter of the information flow is among other team members, individuals
and groups, however, he is not a part of sub–systems which connect them
otherwise. A doctor can also be a leader of opinion, and as such plays an
informal role of influencing opinions, values, behaviour and decisions of the 71 Acta Technologica Dubnicae
volume 4, 2014, issue 1 Acta Technologica Dubnicae
volume 4, 2014, issue 1 Nevertheless, there are some communication competencies that every
doctor should possess, i.e.: Special features of communication, especially ethical principles, respecting the
patient's personality, considering the obligation of secrecy, the patient's rights,
his/her culture and the principle of co-operation which includes the principle of
partnership without a hierarchy as well. Generally, it is necessary to get rid of
the former relationship between a high–standing, all–knowing doctor and a
totally dependent weak patient. Medical work should be based on interaction and
it is the doctor who should take care of this. Thus, the relationship between the
doctor and the patient should be warm, human and characterised by a certain
level of sympathy on the side of the doctor. Certainly, the patient above all needs
good treatment and not sympathy, but there is also some emotional affection
needed which should not be an obstacle for a doctor (Trček, 1994, pp. 189-199). Si
th
t
f d
t
ti
t
i
ti
i
l
it
it Since the nature of doctor-patient communication is complex – it unites
professional distance and the intimacy of the patient's problems, it is hard to set
and define exact rules of communication. What is more, communication in this
profession is influenced by various factors and, sometimes, by special, unusual
situations. Nevertheless, there are some communication competencies that every
doctor should possess, i.e.: p
-
giving exact and sufficient information, -
careful and active listening and reacting to the patient's resistance, -
correct or appropriate interpreting of the diagnosis, giving clear and
comprehensible instructions to the patient, professional behaviour
(especially when having a physical contact during health examination), -
respecting the patients’ decisions and believes, obtaining credibility and
trust. -
respecting the patients’ decisions and believes, obtaining credibility and
trust. There is no doubt that doctors must pay attention to each patient, treat them a
subjects with own believes, fears, feelings and not as just one of several case There is no doubt that doctors must pay attention to each patient, treat them as
subjects with own believes, fears, feelings and not as just one of several cases. Each patient is a different individual and, therefore, needs a different approach
on the side of the doctor. The problem is that doctors do not have a universal
recipe for successful communication and building a high quality relationship
with their patients. 4 Classification of doctor-patient relationships
Židanik (cited in Janežič, 2004, p. Acta Technologica Dubnicae
volume 4, 2014, issue 1 19) states that the doctor-patient relationship
develops through three phases as follows: Acta Technologica Dubnicae
volume 4, 2014, issue 1 The actors of a communication process establish mutual connections, their own
world and also try to keep these connections (Ule, 2009, p. 16). The question of good communication with patients and of appropriate
information delivery is of a great importance in medicine and health care. Philip
Lay (cited in Payne and Walker, 2002, pp. 99-100) found that good
communication is a very important component for patients. This is especially
true when we want the patient to consider appropriately the doctor's advice
regarding taking medicine, as inappropriate use of medicine can have bad
consequences. The use of technical slang in medicine is a common
communication problem as well. Communication is a part of treatment, it is based on mutuality and mutual
engagement, especially calming the other person. That is why effective
communication in medicine depends on several factors. The most important
factor here is to respect the patient and consider his/her views and opinions. During the process of communication, eye–contact is necessary and the doctor
has to take his/her time to explain things in an appropriate, simple and
comprehensible way (Prebil, Mohar and Fink, cited in Kapler, 2011, p. 31). 72 Acta Technologica Dubnicae
volume 4, 2014, issue 1 Special features of communication, especially ethical principles, respecting the
patient's personality, considering the obligation of secrecy, the patient's rights,
his/her culture and the principle of co-operation which includes the principle of
partnership without a hierarchy as well. Generally, it is necessary to get rid of
the former relationship between a high–standing, all–knowing doctor and a
totally dependent weak patient. Medical work should be based on interaction and
it is the doctor who should take care of this. Thus, the relationship between the
doctor and the patient should be warm, human and characterised by a certain
level of sympathy on the side of the doctor. Certainly, the patient above all needs
good treatment and not sympathy, but there is also some emotional affection
needed which should not be an obstacle for a doctor (Trček, 1994, pp. 189-199). Since the nature of doctor-patient communication is complex – it unites
professional distance and the intimacy of the patient's problems, it is hard to set
and define exact rules of communication. What is more, communication in this
profession is influenced by various factors and, sometimes, by special, unusual
situations. 4 Classification of doctor-patient relationships Židanik (cited in Janežič, 2004, p. 19) states that the doctor-patient relationship
develops through three phases as follows: - initial contact – i.e. defeating the first rejection up to the beginning of the
therapeutic relationship – an active search for the doctor and making
appointments with the recommended doctor, - initial contact – i.e. defeating the first rejection up to the beginning of the
therapeutic relationship – an active search for the doctor and making
appointments with the recommended doctor, - evaluation of the doctor – i.e. the phase of development or checking if the
doctor is interested in the patient and the patient compares the doctor with
other doctors and, - the phase of balancing – i.e. the establishment of a mutual relationship – the
doctor is adequate according to the patient's expectations. - the phase of balancing – i.e. the establishment of a mutual relationship – the
doctor is adequate according to the patient's expectations. 73 Acta Technologica Dubnicae
volume 4, 2014, issue 1 Here Ule notices that the relationship between the patient and the doctor is
ambivalent, it is expanded from the patient's uncertainty to the doctor's routine. This is the point where several mistakes of communication between the doctor
and the patient emerge from. In medical practice, Wolf and Flis (Ule, cited in Janežič, 2004, p. 19) distinguish
between three models of relationships between the doctor and the patient as
follows: - paternalistic model - contractual model and - partner model. The paternalistic model is based on the doctor's ability and conviction that only
he/she is able to help the patient with his/her health problem. In this model the
patient is passive whereas the doctor is dominant. Simultaneously, this means
that trust in the doctor-patient relationship is very important for treatment. The
paternalistic relationship is mostly established when the patient's life is in
danger, i.e. in case of accidents, epidemy, surgery, etc. In this model of co–
operation the patient is passive and, therefore, totally depends on the doctor. In the contractual model, the patient asks for medical service and meets a doctor
who is the supplier of such medical service. This relationship is to be found in
medical centres where various therapeutic and diagnostic services are offered
(surgeries, sanatoriums, spas, rehabilitation centres, etc.). Acta Technologica Dubnicae
volume 4, 2014, issue 1 society in which the process of communication takes place. For instance, when
meeting someone, a Slovene usually shakes hands whereas an Indian bows. If a
doctor experiences major cultural differences at his work and in communication,
he/she violates the rules and principles of the partner in case that he/she is not
aware of them. This is not only uncomfortable but the doctor is also expected to
expand his knowledge and to understand the messages in communication, i.e. be
able to describe and foresee how the others will behave and to understand their
reactions. The most frequent obstacles in communication between the doctor and
foreigners are ethnocentrism, stereotypes and prejudice. Communication
between people with the same or similar cultural background is definitely easier
(Bezenšek and Barle, 2007, pp. 193-194). Certain social and cultural factors come to expression when doctors meet people
with other habits and from other cultural and social environment. In such cases,
people behave in the way they were taught. Thus, communicating with foreign
patients does not only mean understanding a foreign language but it also requires
open-mindedness and a capacity to accept differentness. Belonging to a certain
social class influences the way how somebody accepts, understands and reacts in
a certain situation. Thus, the factors of our environment are connected not only
to social but also to cultural factors. The technical aspects of communication are
important as well, especially nowadays. As much information as possible must
be processed in a short time. Media and IT–systems play a crucial role here. The
latter have a great influence on the possibility of diagnosing and clinical
treatment and they are more and more included in the work of nurses and
doctors (Filipič, 1998, pp. 221-222). In the report by the Association of American Medical Colleges entitled
Contemporary Issues in Medicine: Communication in Medicine (Report III), in
the chapter discussing the importance of effective communication in medicine
one can find a research by Barbara Korsch et al., published in the late 1960s,
which inspired several studies about communication between doctors and
patients. The resolution, confirmed by two committees, i.e. the Liaison
Committee on Medical Education and the Committee of the Accreditation of
Canadian Medical Schools in 1995, confirms this need for more and more
knowledge in the field of communication in medicine in North America. Communication skills are essential for the effectiveness of doctors’ work. 4 Classification of doctor-patient relationships This model is more or
less a part of marketing mechanism, which mainly occurs in labs, RTG, in cases
of minor surgeries, in the field of aesthetic and plastic surgery. Janežič (2004, pp. 19-20) believes that a partner relationship between the patient
and the doctor is the one which allows the patient and the doctor to be equal
partners in the process of treatment. Such a relationship is important especially
in the treatment of chronic diseases. In this relationship the doctor is an
experienced expert and the patient is his/her partner in the process of treatment. Such a relationship can also include the patient's family members who take part
in the process of treatment. Ule (cited in Janežič, 2004, p. 20) notices that
doctors often combine models of relationships, especially the contractual and the
paternalistic relationship, since these do not require as much effort as the partner
relationship does. Gadžijev (cited in Janežič, 2004, p. 21) notices, that in communication with
patients, doctors often try to hide their insufficient communication skills by
presenting various papers and brochures including complications. Patients often
welcome such an approach as they are given information about his disease. But
it is not enough, doctors should pay more attention to their patients, they should
be given a sufficient amount of information about their disease, diagnosis,
treatment and possible complications. Successful communication requires knowledge of the partner's culture on the
doctor’s side, i.e. the partner in the process of communication (e.g. the patient,
family members, etc.). This mostly depends on the norms and values of the 74 Acta Technologica Dubnicae
volume 4, 2014, issue 1 Acta Technologica Dubnicae
volume 4, 2014, issue 1 Acta Technologica Dubnicae
volume 4, 2014, issue 1 Their
skills have to be assessed and developed by instruction. They refer to their
responsibilities including communication with patients, the patients' families,
colleagues and other medical staff. Similar orders from the past, obviously were
not sufficient in order to change the curriculum. Theory and practice of
developing communication skills need systematic attention, elementary
knowledge of communication has to be included in the medical curriculum and
communication skills have to be assessed. The development and extension of a
humanistic approach, which is focused on the patient, have to be accented
(Association of American Medical Colleges, 1999, pp. 5-6). 75 Acta Technologica Dubnicae
volume 4, 2014, issue 1 5 Conclusion The analysis presented allows us to conclude that the global problem of
communication in medicine or the doctor-patient communication is in the centre
of attention of medicine and health care. Thus, personal, sincere communication
between the doctor and the patient on an interpersonal level is an important
process stretching to the field of science and social values as well. Research shows that there is still a lot to do in order to improve the relationship
between the patient and the doctor in the field of communication. A survey
among the Slovene public (Toš and Malnar, 2002, cited in Bezenšek and Barle,
2007, pp. 125-126) confirmed a high level of trust in doctors as two thirds of the
respondents stated that their doctor does everything for them. According to the
interviewees, the profession of the doctor enjoys a high level of reputation as
well. Furthermore, it is necessary to accentuate the fact that the results showed
great correlation between the feelings of happiness and the health of people. The
contentment of people referring to their life and feelings of happiness is much
worse when their health condition is bad (Bezenšek and Barle, 2007, p. 126). It is a fact that there is a shift as for healthy lifestyle. Programs supporting better
health of individuals gain more and more attention. Thus, expectations regarding
the doctor-patient relationship are high. This means that the paternalistic or the
contractual model of relationship should grow into the partner model or co–
operation between the doctor and the patient which would guarantee an
increased quality of values in the society. References Associaton of American Medical Colleges. Contemporary Issues in Medicine:
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volume 4, 2014, issue 1 JANEŽIČ, M. Komunikacija med bolniki v informacijski družbi. Diploma thesis. Ljubljana: Fakulteta za družbene vede, 2004. KAPLER, T. Komunikacija v zdravstvu. Zaključna projektna naloga. Koper:
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_ZDRAVNIKOM.pdf JANEŽIČ, M. Komunikacija med bolniki v informacijski družbi. Diploma thesis. Ljubljana: Fakulteta za družbene vede, 2004. KAPLER, T. Komunikacija v zdravstvu. Zaključna projektna naloga. Koper:
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_ZDRAVNIKOM.pdf 77
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The relationship between dose and serotonin transporter occupancy of antidepressants—a systematic review
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Download date: 24. Oct. 2024 Citation for pulished version (APA):
Sørensen, A., Ruhé, H. G., & Munkholm, K. (2022). The relationship between dose and serotonin transporter
occupancy of antidepressants—a systematic review. Molecular Psychiatry, 27(1), 192-201.
https://doi.org/10.1038/s41380-021-01285-w University of Southern Denmark The relationship between dose and serotonin transporter occupancy of antidepressants—a
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OPEN
The relationship between dose and serotonin transporter
occupancy of antidepressants—a systematic review Anders Sørensen
1✉, Henricus G. Ruhé
2,3 and Klaus Munkholm4,5
© The Author(s) 2021 Anders Sørensen
1✉, Henricus G. Ruhé
2,3 and Klaus Munkholm4,5 © The Author(s) 2021 Brain imaging techniques enable the visualization of serotonin transporter (SERT) occupancy as a measure of the proportion of SERT
blocked by an antidepressant at a given dose. We aimed to systematically review the evidence on the relationship between
antidepressant dose and SERT occupancy. We searched PubMed and Embase (last search 20 May 2021) for human in vivo, within-
subject PET, or SPECT studies measuring SERT occupancy at any dose of any antidepressant with highly selective radioligands ([11C]-
DASB, [123I]-ADAM, and [11C]-MADAM). We summarized and visualized the dose-occupancy relationship for antidepressants across
studies, overlaying the plots with a curve based on predicted values of a standard 2-parameter Michaelis–Menten model fitted
using the observed data. We included seventeen studies of 10 different SSRIs, SNRIs, and serotonin modulators comprising a total of
294 participants, involving 309 unique occupancy measures. Overall, following the Michaelis–Menten equation, SERT occupancy
increased with a higher dose in a hyperbolic relationship, with occupancy increasing rapidly at lower doses and reaching a plateau
at approximately 80% at the usual minimum recommended dose. All the studies were small, only a few investigated the same
antidepressant, dose, and brain region, and few reported information on factors that may influence SERT occupancy. The hyperbolic
dose-occupancy relationship may provide mechanistic insight of relevance to the limited clinical benefit of dose-escalation in
antidepressant treatment and the potential emergence of withdrawal symptoms. The evidence is limited by non-transparent
reporting, lack of standardized methods, small sample sizes, and short treatment duration. Future studies should standardize the
imaging and reporting procedures, measure occupancy at lower antidepressant doses, and investigate the moderators of the dose-
occupancy relationship. Molecular Psychiatry; https://doi.org/10.1038/s41380-021-01285-w Molecular Psychiatry; https://doi.org/10.1038/s41380-021-01285-w Molecular Psychiatry; https://doi.org/10.1038/s41380-021-01285-w 1Nordic Cochrane Centre, Rigshospitalet, Copenhagen, Denmark. 2Department of Psychiatry, Radboudumc, Nijmegen, The Netherlands. 3Donders Institute for Brain,
Cognition and Behavior, Radboud University, Nijmegen, The Netherlands. 4Centre for Evidence-Based Medicine Odense (CEBMO) and Cochrane Denmark, Department of
Clinical Research, University of Southern Denmark, Odense, Denmark. 5Open Patient data Exploratory Network (OPEN), Odense University Hospital, Odense, Denmark.
✉email: anders ks90@gmail com Received: 7 June 2021 Revised: 11 August 2021 Accepted: 25 August 2021 Search strategy and selection criteria In our protocol, we planned to conduct a meta-analysis of
occupancy data for each drug and dose and to report the summary
mean occupancy (with 95% confidence interval) by presenting the
summary estimates of occupancy as a function of dose in graphs for
each drug and brain region, provided the studies were sufficiently
similar. However, too few studies investigated the same drug, brain
region, and dose using the same ligand, design, and duration of
drug-intake to make a meta-analysis meaningful. We, therefore,
presented occupancy for each dose, drug, and brain region in tables
as means and standard deviations (SDs). Studies investigating SERT occupancy at any given dose of any
approved antidepressant administered orally in humans were
eligible. We included studies using the ligands [11C]-DASB, [123I]-
ADAM, and [11C]-MADAM, which all have a 1000:1 affinity for SERT
over the dopamine transporter (DAT) and the norepinephrine
transporter (NET) [21, 22]. In addition, these ligands have all been
extensively validated via kinetic modeling of arterial input
sampling [23–26]. We excluded studies using the ligands [11C]
(+)-McN and [123I]-ß-CIT due to their non-selectivity for SERT over
other receptors: [123I]-ß-CIT has nearly equal affinity for SERT and
DAT, while [11C](+)-McN is considered “likely selective” with an
affinity for SERT over NET of between 10:1 and 100:1 [21]. We
considered studies using a within-subject design only, not studies
using a between-subject design, as our focus was occupancy,
which is optimally calculated in a within-subject design; the study
design minimizes variance and is, therefore, more likely than a
between-subject design to provide reliable estimates of the
relationship between antidepressant dose and occupancy. We visualized the dose-occupancy relationship by plotting
occupancy against dose for antidepressants that were adminis-
tered at four or more different doses across studies; if several
occupancy measures were available per study, we prioritized,
those with the shortest lag time between administration of the
last dose of the antidepressant and imaging and those with the
longest antidepressant treatment duration. Based on those data,
to provide a visual reference for the data points, we fitted a
2-parameter Michaelis–Menten model implemented by the drm R
package using the formula p
p
p
y
We searched PubMed and Embase (last search 20 May 2021). The
search terms for Embase were: antidepressant.mp. or exp anti-
depressant agent/ OR (antidepressant* or SSRI or SNRI or “selective
serotonin reuptake inhibitor*“ or TCA or tricyclic* or “serotonin-
norepinephrine reuptake inhibitor*“).af. INTRODUCTION insight into important clinical aspects of antidepressant treatment
relevant to both the effectiveness of the treatment but also
symptoms that may arise during tapering or discontinuation of
the treatment. The efficacy of antidepressant treatment for
depression is modest compared with placebo [2, 3] and many
patients may need additional treatment or treatment adjustments. Common treatment strategies in patients with depression for
whom antidepressant treatment has not been effective include
increasing the antidepressant dose or switching to a different
antidepressant; such strategies may, however, also largely be
ineffective [4–7]. Although a relation between SERT occupancy
and clinical improvement in depressive symptoms has not been
shown [1], knowledge about the relationship between antide-
pressant dose and SERT occupancy, as well as overlapping actions
on SERT between different antidepressants, may be able to
provide some mechanistic insight into the apparently limited
effectiveness of the above treatment strategies. Approximately
half of the patients stopping or reducing the dose of antidepres-
sants experience withdrawal symptoms [8], which, among others,
may include flu-like symptoms, anxiety, emotional lability, low-
ering of mood, and irritability [9, 10]. As one postulated Many antidepressants are defined by their high affinity for the
serotonin transporter (SERT). Brain imaging studies using positron
emission tomography (PET) and single photon emission computed
tomography (SPECT) techniques have enabled the in vivo visualiza-
tion of neurotransmitter receptor occupancy, and thus of the
proportion of SERT blocked, at a given dose of a drug. By using
radioligands that bind to the available SERT receptors, PET and
SPECT techniques provide an estimate of the expression of SERT in a
particular brain region, usually given as the non-displaceable
binding potential (BPND)—the ratio of the specifically bound
radioligand to that of non-displaceable radioligand. When anti-
depressants with an affinity for SERT are administered, the SERT
availability for binding of the radioligand decreases, depending on
the binding of the antidepressant to SERT. By visualizing the binding
potential in the drug free state and subsequently after administra-
tion of an antidepressant, PET and SPECT imaging can provide an
estimate of the antidepressant occupancy of SERT. p
p
y
As one postulated working mechanism of many antidepressants
is serotonin reuptake inhibition via blockade of SERT [1], PET and
SPECT imaging studies may potentially provide mechanistic Received: 7 June 2021 Revised: 11 August 2021 Accepted: 25 August 2021 A. Sørensen et al. METHODS We conducted a systematic review of in vivo PET and SPECT
studies that measured SERT occupancy of antidepressants in
humans using a within-subject design. We registered a protocol at
the Open Science Framework before undertaking the review,
which can be accessed at: https://osf.io/b6hau/. We reported the
review according to the PRISMA guidelines [20]. Data items and data extraction Data were extracted by two researchers independently using a
standardized and piloted extraction form. We extracted the
following data items: author, year, antidepressant name, antide-
pressant dose, occupancy, brain region, antidepressant plasma- or
serum concentration, ED50, duration of intake of the antidepressant,
time lag between administration of last dose and time of scanning,
type of scan, ligand, method used to quantify SERT binding
potential, characteristics of the study (availability of a study protocol,
assessment of drug adherence, time of day of scan, fasting regimen
used), and characteristics of the participants (age, sex, diagnosis,
smoking status, alcohol use, and other medications used). While several individual studies have investigated the relationship
between dose and SERT occupancy of antidepressants [17–19], this
evidence has not been systematically reviewed, which we, therefore,
aimed to do. Our primary objective was to determine the relation-
ship between the dose and SERT occupancy measured with highly
selective radioligands for antidepressants. In studies that repeated
measurements of SERT occupancy over time after discontinuation,
we additionally aimed to determine the SERT occupancy decline rate
and relate it to the plasma concentration decline rate. We contacted study authors whenever data was not available in
the articles. When study authors did not reply to supply the data,
we extracted it from graphs where possible using a web plot
digitizer. This was needed in one study [17]. INTRODUCTION 2 potentially eligible titles were retrieved and read by two
researchers independently (AS and KM). Reasons for exclusion
were noted. Disagreements were resolved by discussion, which, in
case of unresolved issues, involved a third researcher. mechanism underlying antidepressant withdrawal symptoms is a
rapid decrease in SERT occupancy arising when antidepressants
are tapered or stopped [11, 12], a clearer understanding of the
SERT occupancy at specific, especially lower, doses may provide
essential mechanistic information for understanding the occur-
rence of withdrawal symptoms. Given the paucity of evidence for
specific tapering regimens [13, 14], this could perhaps offer
insights into better approaches to mitigate withdrawal symptoms. The potential utility of the dose/occupancy relationship in guiding
tapering to mitigate withdrawal symptoms has received recent
interest by multiple groups [11, 12, 15], and was considered in a
recent
Cochrane
review
on
approaches
to
antidepressant
discontinuation [14] and in a recent iteration of a major guideline
on the management of patients with mood disorders [16]. Data synthesis We described the study characteristics and presented key study
characteristics in tables. We assessed, for each study, several
factors that may affect the relationship between antidepressant
dose and occupancy. These were specification of dosing regimen
(duration, dose, assessment of adherence, time of last intake),
standardization of laboratory methods (time of day, fasting
regimen, precision of scanning results, lag time between dose
administration and scanning), clinical characterization of partici-
pants (clinical diagnosis, age, gender, co-medication, smoking,
alcohol use), method used to quantify binding potential, use of
reference region, and the type of radioligand. Search strategy and selection criteria AND exp serotonin trans-
porter/ AND (occupancy or “binding potential” or availabilit* or
block* or chang* or inhibit* or binding ratio or reduc* or quantific*
or alter*).af. AND (PET.mp. or exp positron emission tomography/ +
SPECT.mp. or exp single photon emission computed tomography/). The search strategy for PubMed is available in the study protocol. In
addition to electronic searches, we scanned the references of
retrieved articles and relevant review articles. f x; K; Vm
ð
Þ ¼ Vmx
K þ x where Vm is the horizontal asymptote (expressing maximum
occupancy), x is the drug dose and the parameter K is the dose
where the occupancy is halfway between 0 and Vm [27]. For these
models, the lowest dose and occupancy were fixed at 0 and the
maximum dose at the highest dosing in any of the included studies. We then plotted the predicted dose-occupancy curve from the
model as an overlay to the data plots of occupancy and dose. In our protocol, we planned to investigate the time-course of
the occupancy decline rate as it relates to the antidepressant
plasma concentration decline rate, after taking the last dose, by
calculating pooled correlation coefficients from the studies that Molecular Psychiatry RESULTS Our literature search identified 793 abstracts. Screening of titles
and abstracts identified 100 records for which we obtained a full-
text report. After further removing duplicates (N = 16), excluding
review articles (N = 5), studies not measuring SERT occupancy by
antidepressants (N = 23), studies administering the drug intrave-
nously (N = 4), an animal study (N = 1), studies using a between-
subjects design (N = 4), studies using the non-selective ligands
[11C](+)-McN
or
[123I]-ß-CIT
(N = 20),
studies
of
drugs
not
approved for use in depression or that have been withdrawn
(N = 8), and studies not providing occupancy expressed as a mean
(N = 3), a total of 16 articles (reporting on 17 unique studies) were
included [17–19, 28–40]. In one article [29], outcomes and
methods were elaborated in two other publications [41, 42],
which we included accordingly. PRISMA flowchart of study
selection process is available in Supplementary Figure 1. Excluded
studies, with reasons, are available in Supplementary Table 1. ,
,
pp
y
We contacted the authors of 12 articles to obtain missing data,
four of whom were able to provide the requested data [31, 33, 35, 38]
(previously unreported data is marked (†) in the tables). y
The 17 studies investigated 10 different antidepressants using
three different ligands ([11C]-DASB (N = 11), [11C]-MADAM (N = 2),
and [123I]-ADAM (N = 4)) and comprised a total of 294 participants
(Table 1). In two studies the participants participated in two
different scans at different doses after a washout period [30, 33],
resulting in a total of 309 unique measurements of occupancy. Five studies provided data on the time-course of SERT
occupancy as it decreases over time after a single dose
[30, 35, 39, 40] or repeated (7–10 days) [36, 40] administration
of antidepressants in healthy volunteers. Three of these studies
compared the decline rates of occupancy and plasma concentra-
tion (Fig. 2) [30, 36, 39]. For escitalopram [30], citalopram [36], and
sertraline [30], but not paroxetine [30] and fluvoxamine [39], SERT
occupancy appeared to decrease at a slower rate than the plasma
concentration (Fig. 2). The designs of the studies investigated were highly hetero-
geneous, involving 16 different regions of interest, 11 different
durations of drug-intake, 15 different periods of time lag between
administration of last dose and time of scanning, two different
health statuses (depressed patients or healthy controls), and four
different modeling-approaches. Study selection process Titles
and
abstracts
were
screened
for
eligibility
by
two
researchers independently (AS and KM). Full-text versions of Molecular Psychiatry A. Sørensen et al. 3 desvenlafaxine in 8 participants (one study) [33], and fluvoxamine
in six participants (one study) [39]. measured occupancy at several different time points. However, for
any drug and dose, no more than one study provided such data,
and a meta-analysis was therefore not possible. We, therefore,
presented those data narratively instead. p
p
y
Occupancy at different doses and brain regions is presented in
Table 2 as the range of means (SD) for each drug. Four studies
calculated and reported the dose corresponding to 50% of maximal
occupancy (ED50). ED50 values in mg were 3·4 for citalopram [17], 9·1
for sertraline [17], 5 for paroxetine [17], 2·7 for fluoxetine [17], 5·8 for
venlafaxine [17], 7·9 for duloxetine [40], 8·5 for vortioxetine [42], and
14·4 for desvenlafaxine [33]. Figure 1 illustrates the dose-occupancy
relationship for antidepressants that were administered at four or
more
different
doses
(citalopram,
desvenlafaxine,
duloxetine,
escitalopram, fluoxetine, paroxetine, venlafaxine, and vortioxetine). The relationship between dose and SERT occupancy was fitted
according to a 2-parameter Michaelis–Menten model for all
antidepressants separately: occupancy increased hyperbolically with
increasing antidepressant dose in the lower dose-range, reaching a
plateau at an occupancy of approximately 80% at roughly the usual
minimum recommended dose for depression (Fig. 1). The relation-
ship between dose and occupancy appeared largely similar across
drugs (Fig. 1). For desvenlafaxine and escitalopram, the relationship
between dose and occupancy appeared relatively consistent across
brain regions; only for escitalopram, the plateau appeared to be
reached at a slightly lower occupancy in the putamen, compared
with other brain regions, as shown in Table 2 and Fig. 1. The
parameter estimates for the Michaelis–Menten model for each
antidepressant and brain region of interest (RoI) are provided in
Supplementary Table 2. RESULTS An arterial input function was
used in one study [33]. The included studies also varied in
duration of drug-intake after the (drug-free) baseline scan until
imaging of the drug-occupancy, with six studies administering the
drug just once and 10 studies using a repeated dose regimen
(ranging from 4 days to 10 weeks). Three studies measured occupancy after both single and
repeated dosing in the same subjects [28, 31, 41], all of which
showed increased occupancy after repeated dosing compared
with a single dose. For duloxetine at 20 mg, occupancy increased
from 65% to 78% after four days [28]. For citalopram at 20 mg and
escitalopram at 10 mg, occupancy increased from 73% and 74% to
80% and 77%, respectively, after 25 days [31]. For vortioxetine at
2·5, 10, and 60 mg, occupancy increased from 27%, 44%, and 70%,
to 35%, 63%, and 93%, respectively, after nine days [41]. (
g g
y
)
All included studies controlled for adherence to the antide-
pressant used in the study by measuring plasma- or serum
concentrations. Nine
of
the
included
studies
provided
no
information on whether participants were taking other drugs
and stated no such restrictions to study entry. Eight studies
excluded participants taking other possibly interacting medica-
tions (e.g., other psychotropic drugs or substances with high
affinity for SERT) [19, 31, 32, 37–40, 42]. A fasting regimen was
mentioned in one study [35]: requiring a minimum of 4 h fasting
prior to imaging. Two studies mentioned having standardized the
time of day of drug administration and scanning [19, 35]. One
study reported overall alcohol consumption during the study
period [35], and seven studies controlled for present or past
alcohol problems or abuse [17, 28, 30, 33, 34, 39, 40]. Five of
17 studies included non-smokers only, while the remaining studies
did not mention smoking status [19, 30, 35, 39, 40]. None of the
studies provided information on a pre-published study protocol. SERT occupancy of escitalopram was investigated in 55
participants (six studies) [18, 19, 30, 31, 35, 36], citalopram in 77
participants (eight studies) [17–19, 31, 34, 36–38], vortioxetine in
46 participants (two studies presented in one article) [41],
paroxetine in 27 participants (three studies) [17, 30, 32], duloxetine
in 25
participants
(two
studies)
[28,
40],
sertraline
in 18
participants (two studies) [17, 30], venlafaxine in 18 participants
(one study) [17], fluoxetine in 18 participants (one study) [17], DISCUSSION For this first systematic review of the evidence of the relationship
between dose and SERT occupancy of antidepressants we
identified 17 studies investigating 10 different SSRIs, SNRIs and
serotonin modulators in a total of 294 participants, comprising 309
unique measurements of SERT occupancy with highly specific
ligands. Overall, occupancy increased with higher dose but in a
hyperbolic pattern: occupancy increased rapidly at lower doses
and reached an apparent plateau at approximately 80%––at the
usual
minimum
recommended
dose––modeled
by
the
Michaelis–Menten equation. Generally, the studies were small,
only a few studies investigated the same antidepressant at the
same dose and in the same RoI, and few studies reported
information on relevant factors that may influence drug metabo-
lization and hence bioavailability of antidepressants (e.g. use of
potentially interacting drugs, smoking status [43], and alcohol
consumption [44]). The Michaelis–Menten curves we reconstructed based on the
findings in individual studies showed that overall, there was no
substantial increase of SERT occupancy with SSRI and SNRI doses
above the usual minimum recommended doses for depression. Molecular Psychiatry A. Sørensen et al. Table 1. Study characteristics of included studies. Study
Drug
N
Total N males
Dose range (mg)
Ligand
Lag (hours)
Duration (days)
Age (mean ±
SD years)
Diagnosis
RoI
Ref. model
Meyer et al. (2004)
[17]
Cit
18
NAa
1–60
DASB
6–13
28
NAa
Mix of healthy and
MDDb
Str, BT, ACC, PFC,
mid, BC
Logan
Ven
18
2.4–225
Flu
18
1–60
Ser
14
10–200
Par
14
5–60
Klein et al. (2006) [18]
Cit
10
20
10–20
ADAM
6
1
NAc
Healthy
Mid
SRTM
Esc
15
5–20
Lundberg et al. (2007) [19]
Cit
8
16
20
MADAM
6
1
NA
Healthy
ACC, FC, TC, ins, hip,
put, rap
SRTM
Esc
8
10
Baldinger et al. (2014)
[31]
Cit
9
6
20
DASB
6
1 + 25
42.3 ± 7.8
MDD
Accu, ins, amy, cau,
put, tha, str, mid
MRTM2
Esc
10
10
Klein et al. (2007) [36]
Cit
9
9
20
ADAM
6 + 54
10
28 ± 3
Healthy
Mid
SRTM
Esc
6
10
Smith et al. (2011)
[38]
Cit
7
4
20–40
DASB
NA
56–70
65 ± 5
MDD
Str, tha
Logan, MRTM2
Houle et al. (2000)
[34]
Cit
3
NA
40
DASB
3
1
NA
Healthy
Str, mid, tha
NA
Herold et al. (2006)
[37]
Cit
13
11
10
ADAM
6–7
7
NA
MDD
Mid
Logan
Kim et al. DISCUSSION (2017) [35]
Esc
12
12
5–30
DASB
3 + 24 + 46
1
23 ± 2.7
Healthy
Put, DRN, cau, tha
MRTM2
Arakawa et al. (2016)
[30]
Esc
8
8
10–20
DASB
4 + 24 + 48
1
29.1 ± 4.6
Healthy
Tha
SRTM
Ser
4
50
Par
4
20
Catafau et al. (2006)
[32]
Par
9
NAd
20
ADAM
NA
39
NA
MDD
Mid, tha, str
Tissue ratio method
Takano et al. (2006a)
[39]
Flv
6
6
50
DASB
5 + 26 + 53
1
24.3 ± 4.8
Healthy
FC, tha, str, hip, amy
MRTM2
Takano et al. (2006b)
[40]
Dul
15
15
5–60
DASB
6 + 25 + 49 +
53 + 78
1 + 7
24.1 ± 2.4
Healthy
Tha
MRTM2
Abanades et al. (2011) [28]
Dul
10
10
20
DASB
6, 4
1 + 4
40.2 ± 11
Healthy
Mid, str, tha
SRTM
Areberg et al. (2012)
[41]
Vor
35
35
2.5–20
DASB
7
13
NAa
Healthy
Rap
SRTM
Areberg et al. (2012)
[41, 42]
Vor
11
11
2.5–60
MADAM
7
1 + 9
NAa
Healthy
Rap
SRTM
Frankle et al. (2018)
[33]
Des
15
8
25–150
DASB
24e
3
27 ± 9
Healthy
Mid, tha, amy, str
SRTM
N number of participants, lag (hours) time lag in hours between drug administration and scanning, SD standard deviation, RoI brain region of interest, Ref. model reference model for quantifying binding
potential, cit citalopram, ven venlafaxine, flu fluoxetine, ser sertraline, par paroxetine, esc escitalopram, flv fluvoxamine, dul duloxetine, vor vortioxetine, des desvenlafaxine, NA not applicable, MDD major
depressive disorder, str striatum, BT bilateral thalamus, ACC anterior cingulate cortex, PFC prefrontal cortex, mid midbrain, BC bilateral cuneus, FC frontal cortex, TC temporal cortex, ins insula, hip hippocampus,
put putamen, rap raphe nuclei, accu accumbens, amy amygdala, tha thalamus, cau caudate, DRN dorsal raphe nucleus, SRTM simplified reference tissue model, MRTM-2 multilinear reference tissue model 2. aInformation on sex and age provided only for 77 of 82 participants in Meyer 2004 (33 females, 44 males, mean age (SD) 35 (9), and only for both groups combined in Areberg 2012 (46 males, mean age 28 years
(21–41). bHealthy participants received low doses, unhealthy participants received high doses. cMean age data includes four dropouts (26.8 years for all 29 participants). dParticipant characteristics include one dropout (6 males, 4 females, mean age (SD) 36 (10.8), range 20–53). eU i
t
thi
i
A. DISCUSSION Sørensen et al. 4 Molecular Psychiatry A. Sørensen et al. 5 Table 2 continued Table 2. Serotonin transporter occupancy at different
antidepressant doses. antidepressant doses. DISCUSSION There is no firm evidence that clinical
efficacy [1, 17, 45], nor adverse effects are dependent on SERT
occupancy; the studies included in the present review that
measured the relationship between clinical effect and SERT
occupancy did not find significant correlations [17, 32, 37, 38, 48]. Table 2 continued Even at, and below, the lowest manufactured dose of the
antidepressants we included, there is considerable SERT occupancy. For all drugs except vortioxetine, 50% occupancy occurred at doses
quite below half of the lowest manufactured dose. Given this
hyperbolic relationship between dose and SERT occupancy, even
relatively small dose changes at the lower dose range will have large
effects on SERT occupancy and thus presumably on synaptic
serotonin levels—with progressively increasing magnitude as the
dose decreases linearly towards zero. This finding may particularly
have implications for discontinuation and tapering, as a linear
tapering regimen, involving stopping at the lowest manufactured
dose, or even half of it would correspond to increasingly larger
reductions in occupancy, which might be related to the occurrence
of withdrawal symptoms. Assuming that withdrawal symptoms are
predominantly related to unblocking of SERT, a linear and gradual
unblocking of SERT, which has been suggested to mitigate
withdrawal symptoms [11, 45], would require a hyperbolic dose
reduction regimen, necessitating smaller dose decrements than
possible with currently manufactured antidepressants. Eventually,
this assumption should be tested in a blinded RCT, where the
primary hypothesis would be that discontinuation via hyperbolic
tapering should be more successful, with less withdrawal symptoms
than stopping via the lowest manufactured dose (or half of it). t a
stopp g
a t e o est
a u actu ed dose (o
a
o
t). Conversely, even large dose reductions above the occupancy
plateau appear to be associated with only relatively minor
decreases in SERT occupancy, and dose reductions at higher
doses may therefore potentially be less likely to result in marked
withdrawal symptoms although, similar to the lack of evidence for
a relationship with efficacy, there is no unequivocal evidence of a
correlation between changes in SERT occupancy and withdrawal
symptoms. As SSRIs, SNRIs, and serotonin modulators are not
selective to SERT [49–52], dose reductions in the higher dose-
range, while not markedly reducing SERT occupancy, could
potentially also result in changes in other transmitter systems
that could potentially be associated with withdrawal symptoms. DISCUSSION Citalopram
Dose in mg
N
RoI (number of
occupancy
measures)
Occupancy
(mean ± SD)
Duration of
drug-
intake (days)
1 (17)
2
str (2)
16 ± 6%
28
2.5 (17)
2
str (2)
42 ± 1%
28
5 (17)
2
str (2)
67 ± 18%
28
10 (17, 18, 37)
21
overall
61–76 ± 9%
str (3)
76 ± 9%
28
mid (22)
61–65 ± 10%
7, 1
20 (17–19, 31,
36, 38)
39
overall
64 ± 13–91 ± 5
str (17)
74 ± 5–77 ± 10
1, 28
mid (23)
64 ± 13–86 ± 4
10, 25
ACC (17)
75 ± 16–80 ± 21
1, 25
FC (8)
75 ± 14
1
TC (8)
66 ± 19
1
ins (17)
71 ± 12–73 ± 9
25, 1
hip (8)
78 ± 17
1
put (17)
68 ± 5–76 ± 4
1, 25
rap (8)
76 ± 9
1
amy (9)
91 ± 5
25
cau (9)
80 ± 5
25
tha (13)
74 ± 7–77 ± 6
56–70, 25
accu (9)
84 ± 4
25
30 (38)†
1
overall
67–70
str (1)
67
56–70
tha (1)
70
56–70
40 (17, 34, 38)a
6
overall
80 ± 5–85 ± 4
str (8)
73 ± 6–85 ± 4
56–70, 28
mid (3)
80 ± 5
1
tha (5)
80 ± 7–80 ± 5
56–70, 1
60 (17)
2
str (2)
87 ± 6
28
Escitalopram
5 (18, 35)a
9
overall
50 ± 1–67 ± 7
mid (5)
60 ± 6
1
put (4)
51 ± 1
1
DRN (4)
56 ± 2
1
cau (4)
67 ± 7
1
tha (4)
50 ± 1
1
10 (18, 19, 30,
31, 35, 36)
37
overall
59 ± 5–88 ± 9
mid (20)
64 ± 6–81 ± 5
1, 10
ACC (18)
65 ± 11–75 ± 8
1, 25
FT (8)
67 ± 12
1
TC (8)
63 ± 23
1
ins (18)
59 ± 15–69 ± 9
1, 25
hip (8)
59 ± 23
1
put (22)
59 ± 5–72 ± 4
1, 25
rap (8)
69 ± 13
1
amy (10)
88 ± 9
25
cau (14)
69 ± 5–78 ± 4
1, 25
tha (18)
60 ± 3–75 ± 4
1, 25
str (10)
73 ± 4
25
accu (10)
81 ± 4
25
DRN (4)
74 ± 8
25
20 (18, 30,
35)a
10
Overall
65–81
mid (5)
75 ± 5
1
put (1)
65
1
DRN (1)
81
1
cau (1)
77
1
tha (5)
72–78 ± 3
1, 1 Citalopram
Dose in mg
N
RoI (number of
occupancy
measures)
Occupancy
(mean ± SD)
Duration of
drug-
intake (days)
30 (35)a
3
overall
62 ± 3–79 ± 6
put (3)
62 ± 3
1
DRN (3)
79 ± 6
1
cau (3)
71 ± 11
1
tha (3)
64 ± 7
1
Sertraline
10 (17)
3
str (3)
49 ± 13
28
25 (17)
2
str (2)
72 ± 4
28
50 (17, 30)
7
overall
74 ± 6–85 ± 7
1, 28
str (3)
85 ± 7
28
tha (4)
74 ± 6
1
100 (17)
4
str (4)
86 ± 3
28
150 (17)
1
str (1)
87
28
200 (17)
1
str (1)
84
28
Paroxetine
5 (17)
2
str (2)
52 ± 16
28
10 (17)
1
str (1)
60
28
20 (17, 30, 32)
21
overall
45 ± 21–93 ± 8
str (17)
61 ± 11–82 ± 10
39, 28
BT (7)
75 ± 16
28
ACC (7)
76 ± 15
28
PFC (7)
80 ± 18
28
tha (13)
45 ± 21–63 ± 10
1, 39
mid (16)
66 ± 10–93 ± 8
39, 28
BC (7)
67 ± 29
28
40 (17)
2
str (2)
90 ± 2
28
60 (17)
1
str (1)
91
28
Fluoxetine
1 (17)
2
str (2)
30 ± 6
28
2.5 (17)
2
str (2)
41 ± 13
28
4 (17)
1
str (1)
67
28
5 (17)
2
str (2)
65 ± 6
28
10 (17)
2
str (2)
73 ± 1
28
20 (17)
4
overall
69 ± 9–85 ± 9
28
str (4)
76 ± 8
28
BT (4)
69 ± 9
28
ACC (4)
80 ± 14
28
PFC (4)
85 ± 9
28
mid (4)
82 ± 9
28
BC (4)
81 ± 6
28
40 (17)
4
str (4)
83 ± 9
28
60 (17)
1
str (1)
82
28
Fluvoxamine
50 (39)
6
overall
71 ± 2–76 ± 3
FC (6)
75 ± 9
28
tha (6)
72 ± 4
28
str (6)
71 ± 2
28
hip (6)
76 ± 3
28
amy (6)
72 ± 13
28
Venlafaxine
2.4 (17)
2
str (2)
25 ± 13
28
5 (17)
2
str (2)
40 ± 1
28
10 (17)
1
str (1)
63
28
18.75 (17)
2
str (2)
66 ± 3
28
37.5 (17)
3
str (3)
76 ± 10
28
75 (17)
4
overall
71 ± 10–92 ± 5
28
str (4)
84 ± 2
28
BT (4)
71 ± 10
28
ACC (4)
85 ± 13
28 Molecular Psychiatry A. DISCUSSION Sørensen et al. 6 Table 2 continued
Citalopram
Dose in mg
N
RoI (number of
occupancy
measures)
Occupancy
(mean ± SD)
Duration of
drug-
intake (days)
PFC (4)
91 ± 11
28
mid (4)
91 ± 8
28
BC (4)
92 ± 5
28
150 (17)
2
str (2)
90 ± 1
28
225 (17)
2
str (2)
87 ± 4
28
Duloxetine
5 (40)
3
tha (3)
44 ± 9
1
20 (28, 40)
13
overall
71 ± 5–85 ± 4
tha (13)
71 ± 5–74 ± 7
1, 4
mid (10)
85 ± 4
4
str (10)
75 ± 8
4
40 (40)
3
tha (3)
81 ± 5
1
60 (40)
3
tha (3)
85 ± 3
7
Vortioxetine
2.5 (41, 42)
16
RN (16)
35 ± 10–49 ± 12
9, 13
5 (41)
11
RN (11)
51 ± 10
13
10 (42)
4
RN (4)
63 ± 23
9
20 (41)
12
RN (12)
90 ± 6
13
60 (42)
3
RN (3)
93 ± 9
9
Desvenlafaxine
25 (33)
4
overall
55 ± 5–71 ± 13
mid (4)
68 ± 8
3
tha (4)
55 ± 5
3
amy (4)
71 ± 13
3
str (4)
60 ± 7
3
50 (33)
4
overall
70 ± 8–90 ± 9
mid (4)
85 ± 7
3
tha (4)
70 ± 8
3
amy (4)
90 ± 9
3
str (4)
77 ± 7
3
100 (33)
3
overall
78 ± 2–96 ± 5
mid (3)
87 ± 6
3
tha (3)
78 ± 2
3
amy (3)
96 ± 5
3
str (3)
87 ± 1
3
150 (33)
4
overall
90 ± 3–97 ± 4
mid (4)
94 ± 6
3
tha (4)
91 ± 10
3
amy (4)
97 ± 4
3
str (4)
90 ± 3
3 above the lower range of the licensed dose in general, whether
using a fixed dosing regimen [4, 5], a flexible dosing regimen [46],
or as a second-step strategy in patients not responding to
standard dosing [6, 45]. Adverse events, in contrast, may have an
ascending dose-response curve [4, 47], presumably due to co-
affinity to other receptors. Molecular Psychiatry DISCUSSION However, given that the shape of the receptor occupancy curve is
hyperbolic for most dose–response relationships, consequent to
the law of mass action [53, 54], hyperbolic dose reduction is likely
pharmacologically meaningful regardless of the specific receptor
systems contributing to withdrawal symptoms. Where a dose was only investigated in one study, the mean (SD)
occupancy of that individual study is presented; where a dose was
investigated in multiple studies, the range of means (SD) from those
studies is presented. Duration of drug-intake for the individual studies is
presented in the same order as the occupancy range. The observation that escitalopram, citalopram, and sertraline
SERT occupancy appear to decrease at a slower rate compared
with the plasma concentration of the drugs may indicate that
plasma half-life does not accurately reflect the rate at which SERT
occupancy declines. This apparently delayed decrease in SERT
occupancy compared with the plasma concentration decline
could be speculated to contribute to the delayed withdrawal
effects, which have been observed clinically. N number of participants, RoI brain region of interest (number of
occupancy measures in the different regions), SD standard deviation, str
striatum, mid midbrain, ACC anterior cingulate cortex, FC frontal cortex, TC
temporal cortex, ins insula, hip hippocampus, put putamen, rap raphe
nuclei, amy amygdala, cau caudate, tha thalamus, accu accumbens, DRN
dorsal raphe nucleus, BC bilateral cuneus. aFull occupancy data is unique to this review. Several issues related to the study designs must be taken into
consideration when interpreting our findings since these could
contribute to the heterogeneity of findings between studies. The
included studies that measured occupancy after both single and
repeated dosing all found that occupancy increased with longer
treatment, the absolute occupancy being in the range of 3 to 23%
higher
after
repeated
dosing
compared
with
single
dosing
[28, 31, 41]. This suggests that occupancy data from single-dose
studies may underestimate the occupancy occurring in patients who
take the drugs continuously for extended periods. A possible reason This finding is in accordance with one dose-escalation occupancy
study of paroxetine using the β-CIT, a ligand not included in the
present review, that found no increase in SERT occupancy, nor a
clinical effect as a result of paroxetine dose escalation from 20 to
50 mg, despite observed increases in paroxetine serum concen-
tration [45]. DISCUSSION Finally, occupancies in smaller brain
regions, like the amygdala, are likely determined with less certainty
compared with larger brain regions due to issues of radiotracer
reliability in brain regions that are small relative to the resolution
of SPECT. for this finding is that after the first administration of an
antidepressant these lipophilic drugs dissolve into the entire body,
which only becomes saturated after repeated dosing. Additionally,
studies varied in the duration between the last dose administration
and time of scanning (ranging from three to 24 h), which could
underlie
some of
the
heterogeneity
of the observed SERT
occupancy, although this is expected to cause less variability after
longer treatment when a steady-state of the antidepressant plasma
concentration will be established. It is also not clear whether our
findings are generalizable to all patients on antidepressants,
especially for all ages and both sexes, as most included studies
investigated healthy individuals in the age range from 25 to 40
years, of whom most were male. Few studies provided precise
information on all factors relevant to measuring occupancy, and
accurate participant characteristics were sometimes difficult to
determine since some studies included dropouts and later excluded
participants when reporting age and sex characteristics. Tobacco
smoking [43], alcohol consumption [44], fasting [55], and con-
comitant drug use [56, 57] may influence antidepressant metabo-
lization and thus the bioavailability of the drugs, which, in turn,
could affect the relationship between antidepressant dose and
occupancy, but information on those factors was not available in
most studies. Sample sizes were generally small; five drugs were
investigated in less than 20 participants each, and some doses were
investigated in just one to three participants. Consideration should
also be given to the fact that PET and SPECT are known to detect
signals of unspecific radioligand binding, i.e. noise that does not
represent target occupancy. Therefore, a reference region assumed
devoid of specific SERT binding must be used as control, assuming
that signals detected in this brain region do not represent specific
binding to SERT. Cerebellum was earlier suggested as the optimal Our study is the first to review the body of evidence of the
relationship between dose and SERT occupancy of antidepressants. DISCUSSION It is also in agreement with the observation that there
is a limited benefit associated with increasing doses of SSRIs Molecular Psychiatry Molecular Psychiatry Molecular Psychiatry A. Sørensen et al. upancy and dose relationship for antidepressants administered at four or more doses. The dose-occupancy relatio
sants that were administered at four or more different doses (citalopram, desvenlafaxine, duloxetine, escitalopram, fl
venlafaxine, and vortioxetine), fitted according to a 2-parameter Michaelis–Menten model as f x; K; Vm
ð
Þ ¼ Vmx
Kþx, where
asymptote (expressing maximum occupancy), x is the drug dose and the parameter K is the dose where the occupancy
and Vm. The parameter estimates Vm and K for each model are provided in Supplementary Table 2. For each individ
represented by uniquely colored dots; the size of the dots is proportional to the number of occupancy measures. Dashe
sent the usual minimum recommended dose. A. Sørensen et al. sychiatry 7 Fig. 1
Occupancy and dose relationship for antidepressants administered at four or more doses. The dose-occupancy relationship for
antidepressants that were administered at four or more different doses (citalopram, desvenlafaxine, duloxetine, escitalopram, fluoxetine,
paroxetine, venlafaxine, and vortioxetine), fitted according to a 2-parameter Michaelis–Menten model as f x; K; Vm
ð
Þ ¼ Vmx
Kþx, where Vm is the
horizontal asymptote (expressing maximum occupancy), x is the drug dose and the parameter K is the dose where the occupancy is halfway
between 0 and Vm. The parameter estimates Vm and K for each model are provided in Supplementary Table 2. For each individual figure,
studies are represented by uniquely colored dots; the size of the dots is proportional to the number of occupancy measures. Dashed vertical
lines represent the usual minimum recommended dose. Molecular Psychiatry A. Sørensen et al. 8 Fig. 2
Time-course of occupancy and plasma/serum concentration. The relationship between serotonin transporter occupancy and plasma
serum concentration as it decreases over time after dose administration of escitalopram, citalopram, sertraline, paroxetine, and fluvoxamin
mg milligram, N number of participants, SERT Serotonin transporter, H hours after drug administration, Occ serotonin transporter occupanc
ng/mL nanograms per milliliter, nmol/L nanomoles per litre. Fig. 2
Time-course of occupancy and plasma/serum concentration. The relationship between serotonin transporter occupancy and plasma/
serum concentration as it decreases over time after dose administration of escitalopram, citalopram, sertraline, paroxetine, and fluvoxamine. DISCUSSION mg milligram, N number of participants, SERT Serotonin transporter, H hours after drug administration, Occ serotonin transporter occupancy,
ng/mL nanograms per milliliter, nmol/L nanomoles per litre. for this finding is that after the first administration of an
antidepressant these lipophilic drugs dissolve into the entire body,
which only becomes saturated after repeated dosing. Additionally,
studies varied in the duration between the last dose administration
and time of scanning (ranging from three to 24 h), which could
underlie
some of
the
heterogeneity
of the observed SERT
occupancy, although this is expected to cause less variability after
longer treatment when a steady-state of the antidepressant plasma
concentration will be established. It is also not clear whether our
findings are generalizable to all patients on antidepressants,
especially for all ages and both sexes, as most included studies
investigated healthy individuals in the age range from 25 to 40
years, of whom most were male. Few studies provided precise
information on all factors relevant to measuring occupancy, and
accurate participant characteristics were sometimes difficult to
determine since some studies included dropouts and later excluded
participants when reporting age and sex characteristics. Tobacco
smoking [43], alcohol consumption [44], fasting [55], and con-
comitant drug use [56, 57] may influence antidepressant metabo-
lization and thus the bioavailability of the drugs, which, in turn,
could affect the relationship between antidepressant dose and
occupancy, but information on those factors was not available in
most studies. Sample sizes were generally small; five drugs were
investigated in less than 20 participants each, and some doses were
investigated in just one to three participants. Consideration should
also be given to the fact that PET and SPECT are known to detect
signals of unspecific radioligand binding, i.e. noise that does not
represent target occupancy. Therefore, a reference region assumed
devoid of specific SERT binding must be used as control, assuming
that signals detected in this brain region do not represent specific
binding to SERT. Cerebellum was earlier suggested as the optimal reference region, but later studies revealed that cerebellum is not
completely devoid of specific SERT binding. Therefore, the binding
potential will be slightly overestimated if this issue is not specifically
controlled for, which only one study did [35]. Since all included
studies used cerebellum as reference region, this will have resulted
in a small and systematic bias. DISCUSSION Along the same line, we included studies
regardless of whether co-medication was allowed, which may have
contributed to heterogeneity in results between studies; due to the
scarcity of data it was not possible to explore the potential effect of
co-medication. unresolved. Third, our literature search may have missed some
studies that did measure occupancy but used different terms due to
inconsistent nomenclature for occupancy and binding potential,
especially in the field’s earlier stages. However, our search strategy
was created with this in mind, and we systematically scanned the
reference lists of all included studies. Fourth, our plot overlays fitted
using the Michalis-Menten model did not consider the sample size
of individual studies; an overlay plot based on individual patient
data would have been preferable, but we did not obtain those data. Along this line, the dose ranges were limited for some drugs, which
means that it is uncertain whether the observed plateau for those
drugs at approximately 80% occupancy represents the highest
possible level of the plateau, e.g. for escitalopram the highest dose
was 30 mg and for duloxetine 60 mg. Lastly, in order to investigate
differences in occupancy between single- and repeated dosing
regimens, which appear to yield different occupancy levels, we
synthesized the evidence using both dosing regimens but due to
few studies, it was not possible to construct fitted curves stratified
by dosing regimen. Along the same line, we included studies
regardless of whether co-medication was allowed, which may have
contributed to heterogeneity in results between studies; due to the
scarcity of data it was not possible to explore the potential effect of
co-medication. 3. Cipriani A, Furukawa TA, Salanti G, Chaimani A, Atkinson LZ, Ogawa Y, et al. Comparative efficacy and acceptability of 21 antidepressant drugs for the acute
treatment of adults with major depressive disorder: a systematic review and
network meta-analysis. Lancet 2018;391:1357–66. 4. Furukawa TA, Cipriani A, Cowen PJ, Leucht S, Egger M, Salanti G. Optimal dose of
selective serotonin reuptake inhibitors, venlafaxine, and mirtazapine in major
depression: a systematic review and dose-response meta-analysis. Lancet Psy-
chiatry 2019;6:601–9. 5. Braun C, Adams A, Rink L, Bschor T, Kuhr K, Baethge C. In search of a dose-
response relationship in SSRIs-a systematic review, meta-analysis, and network
meta-analysis. Acta Psychiatr Scand 2020;142:430–42. 6. Rink L, Braun C, Bschor T, Henssler J, Franklin J, Baethge C. DATA AVAILABILITY 23. Ginovart N, Wilson AA, Meyer JH, Hussey D, Houle S. Positron emission tomo-
graphy quantification of [(11)C]-DASB binding to the human serotonin trans-
porter: modeling strategies. J Cereb Blood Flow Metab 2001;21:1342–53. All data (including template data collection forms, data extracted from included
studies, and data used for all analyses) are available on the Open Science Framework
at: https://doi.org/10.17605/OSF.IO/RKYFS. 24. Acton PD, Choi SR, Hou C, Plössl K, Kung HF. Quantification of serotonin trans-
porters in nonhuman primates using [(123)I]ADAM and SPECT. J Nucl Med
2001;42:1556–62. Conclusion
PET
d SP 18. Klein N, Sacher J, Geiss-Granadia T, Attarbaschi T, Mossaheb N, Lanzenberger R,
et al. In vivo imaging of serotonin transporter occupancy by means of SPECT and
[123I]ADAM in healthy subjects administered different doses of escitalopram or
citalopram. Psychopharmacol (Berl) 2006;188:263–72. PET and SPECT studies provide a mechanistic background for
understanding the limited effect of dose-escalation of antidepres-
sants and for the potential emergence of withdrawal symptoms
even with small dose reductions in the lower dose range. The
evidence base is limited by few, small studies of short treatment
duration and sub-optimal, non-uniform reporting, which should be
improved in the future. Such improvements could lead to a better
understanding of factors influencing SERT occupancy and the
association with treatment efficacy, adverse effects, and withdrawal
symptoms after dose-reductions or stopping of antidepressants. 19. Lundberg J, Christophersen JS, Petersen KB, Loft H, Halldin C, Farde L. PET
measurement of serotonin transporter occupancy: a comparison of escitalopram
and citalopram. Int J Neuropsychopharmacol 2007;10:777–85. 20. Moher D, Liberati A, Tetzlaff J, Altman DG. Preferred reporting items for systematic
reviews and meta-analyses: the PRISMA statement. PLoS Med 2009;6:e1000097. 21. Meyer JH. Imaging the serotonin transporter during major depressive disorder
and antidepressant treatment. J Psychiatry Neurosci 2007;32:86–102. 22. Chalon S, Tarkiainen J, Garreau L, Hall H, Emond P, Vercouillie J, et al. Pharma-
cological characterization of N,N-dimethyl-2-(2-amino-4-methylphenyl thio)ben-
zylamine as a ligand of the serotonin transporter with high affinity and selectivity. J Pharm Exp Ther 2003;304:81–7. Implications for future research p
Our review points to a need for larger occupancy studies of
antidepressants administered also at low doses, investigation of
moderators of the dose-occupancy relationship, standardization
of methods, assessment of associations with clinical effects, and
more transparent reporting. Future studies should also measure
other transporters (e.g., NET and DAT) than SERT to uncover the full
biological effects of the drugs as many antidepressants also act on
non-serotonergic systems. As many patients take antidepressants for
years, studies should also study patients (before and) after long
treatment duration. Finally, the theoretical link between unblocking
of SERT and withdrawal symptoms should ideally be investigated
directly, for example by measuring occupancy with repeated
measurements during a period of dose reduction while recording
the occurrence of potential withdrawal symptoms. The feasibility of
conducting such studies, however, would be challenged by likely
high costs associated with long follow-up, an unknown event rate,
and issues associated with performing repeated PET procedures. 11. Horowitz MA, Taylor D. Tapering of SSRI treatment to mitigate withdrawal
symptoms. Lancet Psychiatry 2019;6:538–46. 12. Ruhe HG, Horikx A, van Avendonk MJP, Groeneweg BF, Woutersen-Koch H. Tapering
of SSRI treatment to mitigate withdrawal symptoms. Lancet Psychiatry 2019;6:561–2. 13. Maund E, Stuart B, Moore M, Dowrick C, Geraghty AWA, Dawson S, et al. Managing
antidepressant discontinuation: a systematic review. Ann Fam Med 2019;17:52–60. 14. Van Leeuwen E, van Driel ML, Horowitz MA, Kendrick T, Donald M, De Sutter AI,
et al. Approaches for discontinuation versus continuation of long-term anti-
depressant use for depressive and anxiety disorders in adults. Cochrane Database
Syst Rev 2021;4:CD013495. 15. Shapiro BB. Subtherapeutic doses of SSRI antidepressants demonstrate con-
siderable serotonin transporter occupancy: implications for tapering SSRIs. Psy-
chopharmacol (Berl) 2018;235:2779–81. 16. Malhi GS, Bell E, Bassett D, Boyce P, Bryant R, Hazell P, et al. The 2020 Royal
Australian and New Zealand College of Psychiatrists clinical practice guidelines
for mood disorders. Aust N Z J Psychiatry 2021;55:7–117. 17. Meyer JH, Wilson AA, Sagrati S, Hussey D, Carella A, Potter WZ, et al. Serotonin
transporter occupancy of five selective serotonin reuptake inhibitors at different
doses: an [11C]DASB positron emission tomography study. Am J Psychiatry
2004;161:826–35. DISCUSSION Dose increase versus
unchanged continuation of antidepressants after initial antidepressant treatment
failure in patients with major depressive disorder: a systematic review and meta-
analysis of randomized, double-blind trials. J Clin Psychiatry. 2018;79:17r11693. https://doi.org/10.4088/JCP.17r11693. 7. Bschor T, Kern H, Henssler J, Baethge C. Switching the antidepressant after non-
response in adults with major depression: a systematic literature search and meta-
analysis. J Clin Psychiatry. 2018;79:16r10749. https://doi.org/10.4088/JCP.16r10749. 8. Davies J, Read J. A systematic review into the incidence, severity and duration of
antidepressant withdrawal effects: are guidelines evidence-based? Addict Behav
2019;97:111–21. 9. Fava GA, Gatti A, Belaise C, Guidi J, Offidani E. Withdrawal symptoms after
selective serotonin reuptake inhibitor discontinuation: a systematic review. Psy-
chother Psychosom 2015;84:72–81. 10. Nielsen M, Hansen EH, Gøtzsche PC. What is the difference between dependence
and withdrawal reactions? A comparison of benzodiazepines and selective ser-
otonin re-uptake inhibitors: SSRi and dependence. Addiction 2012;107:900–8. DISCUSSION This not only provides a complete picture of the evidence across
many different antidepressants but also allows for a more detailed
assessment of the relationship between dose and SERT occupancy
by integrating data from different studies for the same antidepres-
sants. Importantly, it also allowed for an assessment of the
limitations in the evidence base. In addition to these strengths,
our study has several limitations. First, we presented findings from
studies using different reference tissue models together; these could
influence occupancy measures. However, one study calculated
occupancy using three different methods, and found only minor
differences between SRTM, MRTM-2, and logan [38], potentially
indicating that the reference tissue model does not substantially
bias SERT occupancy. Second, comparison of occupancy data from
different brain regions is potentially not meaningful, as SERT is not
equally distributed throughout the brain [1]. It is therefore possible
that the reported occupancy measures do not reflect those areas
which are most important for patients, clinically. Whether blocking
of SERT in some brain regions is of particular importance regarding
treatment effect, adverse events, or withdrawal symptoms remains Molecular Psychiatry A. Sørensen et al. 9 unresolved. Third, our literature search may have missed some
studies that did measure occupancy but used different terms due to
inconsistent nomenclature for occupancy and binding potential,
especially in the field’s earlier stages. However, our search strategy
was created with this in mind, and we systematically scanned the
reference lists of all included studies. Fourth, our plot overlays fitted
using the Michalis-Menten model did not consider the sample size
of individual studies; an overlay plot based on individual patient
data would have been preferable, but we did not obtain those data. Along this line, the dose ranges were limited for some drugs, which
means that it is uncertain whether the observed plateau for those
drugs at approximately 80% occupancy represents the highest
possible level of the plateau, e.g. for escitalopram the highest dose
was 30 mg and for duloxetine 60 mg. Lastly, in order to investigate
differences in occupancy between single- and repeated dosing
regimens, which appear to yield different occupancy levels, we
synthesized the evidence using both dosing regimens but due to
few studies, it was not possible to construct fitted curves stratified
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differences in serotonin transporter occupancy by escitalopram: an [11C]DASB
PK-PD study. Clin Pharmacokinet 2017;56:371–81. AUTHOR CONTRIBUTORS All authors contributed to the study. AS and KM planned the project and wrote the
research protocol. AS did the literature search and data extraction with KM and
Marinos Ioannides as second and independent researchers. AS wrote the first draft of
the manuscript with input from KM. HGR contributed to the interpretation of the data
and provided extensive critical revisions of the manuscript. All three authors revised
the manuscript and approved its final version. 36. Klein N, Sacher J, Geiss-Granadia T, Mossaheb N, Attarbaschi T, Lanzenberger R, et al. Higher serotonin transporter occupancy after multiple dose administration of esci-
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from Janssen, grants from ZonMW (GGG), HersenStichting NL, and is Chair of the
Multidisciplinary Task-Force Discontinuation Antidepressants and vice-Chair of
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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
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1 Introduction than the cluster during flower development but not during
fruit set. Since clusters are unimportant sinks until bloom,
shoot topping before or during bloom may improve fruit
set because more assimilates are diverted into the
developing clusters just prior to fruit set [10]. Moreover,
hedging stimulates cross-transfer of assimilates to clusters
on both sides of the shoot, and induces even young leaves
to switch from upward to downward export [9]. Grapevines, as many other plants, can be grown in several
conditions of soil, but as pH becomes too acid there are
many implications for the productivity. Generally
speaking, the vine does not perform well at pH values
lower than 5,0 and stunted shoot growth as well as poor
root growth may be symptoms [1]. The plants cultivated in acid soils suffer both
phosphorus deficiency and aluminum toxicity stresses [2]. More than 80% of P in the soil is unavailable for plant
uptake because of colloid adsorption, precipitation, or
conversion to the organic form. P deficiency is the result
of high fixation by aluminum and iron oxides and
hydroxides [3]. Conradie [4] reported that the active
absorption of P starts about three weeks after bud burst
and stops at veraison, and a second peak period occurs
from about five weeks after harvest until leaf fall. Phosphorous is the second most frequently limiting
macronutrient for plant growth [5]. Reproductive
development
is
more
sensitive
than
vegetative
development to P deficiencies [6]; phosphate deficiency
is detrimental to inflorescence formation, and Skinner et
al. [7] found that P fertilization promoted an improvement
of berry-set, which resulted in heavier clusters and thus
increased yield. In acid soils, clays are often saturated with a mixture
of hydrogen and aluminum. Toxic levels of Al in the soils
can be reduced by liming [11]. In addition to an increase
in soil pH and the neutralization of exchangeable Al3+,
other beneficial effects of liming soil are an increased Ca
and Mg base saturation and P availability. The
neutralization of exchangeable Al3+ by liming increases
the response of plants to additions of P. This may be
explained by better solubility and thereby better
availability of P from Ca-phosphates compared to Al, Mn
and Fe-phosphates in acid soils [12]. * Corresponding author: paolo.sivilotti@uniud.it Increasing the yield of Nebbiolo grapevines grown in acid soils:
a comparison of different techniques
Roberto Merlo1, Leone Braggio1, Giacomo Nunin2, Paolo Sivilotti2,*
1Uva Sapiens s.r.l., Via Rialto 3/4, 31010 Farra di Soligo, Treviso, Italy.
2University of Udine, Department of Agricultural, Food, Environmental and Animal Sciences, Via delle Scienze 206, 33100 Udine,
Italy s.r.l., Via Rialto 3/4, 31010 Farra di Soligo, Treviso, Italy. Udine, Department of Agricultural, Food, Environmental and Animal Sciences, Via delle Scienze 206, 33100 Udine, Abstract. The detrimental effect of soil acidity on the performance of vines can be attributed to both P
deficiency and Al toxicity stresses. This study aimed to investigate the effect of different agronomical
techniques applied in a vineyard of Nebbiolo to solve the problem of low productivity due to low soil pH. The effect of liming, phosphorus fertilization and pre-bloom shoot trimming on yield and bud fruitfulness
was followed over a period of 3 years. Moreover, in the last year of study grape analyses were performed to
assess treatments’ effect on grape quality. Results confirmed that it is possible to alleviate in part the low
productivity due to low soil pH. Overall, pre-bloom shoot trimming, P fertilization, and the combination of
these two treatments have been the most effective options. Regarding the differences between treatments,
only the combination of pre-bloom shoot trimming and P fertilisation significantly affected bud fruitfulness
and yields in comparison to untreated. Little or no effect has been observed among treatments in terms of
grape composition at harvest. © 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/). BIO Web of Conferences 44, 02006 (2022)
CO.NA.VI. 2020 BIO Web of Conferences 44, 02006 (2022)
CO.NA.VI. 2020 BIO Web of Conferences 44, 02006 (2022) https://doi.org/10.1051/bioconf/20224402006 CO.NA.VI. 2020 Increasing the yield of Nebbiolo grapevines grown in acid soils:
a comparison of different techniques
Roberto Merlo1, Leone Braggio1, Giacomo Nunin2, Paolo Sivilotti2,*
1Uva Sapiens s.r.l., Via Rialto 3/4, 31010 Farra di Soligo, Treviso, Italy. 2University of Udine, Department of Agricultural, Food, Environmental and Animal Sciences, Via delle Scienze 206, 33100 Udine,
Italy 1 Introduction An experiment was set up in a vineyard of Nebbiolo
planted in Piedimont (Sperino, Biella) on acid soil, with
the aim to find the best techniques to apply in order to
obtain an increase of the yield compatible with the
standard of Nebbiolo in other viticultural areas. Cluster
fall and poor berry set are the major contributors to low
yields due to high soil acidity; the applied techniques were
intended to eliminate or lessen these phenomena. The carbohydrate nutrition of the inflorescence at pre-
bloom stage can markedly affect flower and cluster
development and fruit set [8]. Leaves that have recently
become source, initially export their assimilates to the
growing shoot tip and unfolding leaves [9]. According to
Hale and Weaver [8], shoot tips are more powerful sinks BIO Web of Conferences 44, 02006 (2022) https://doi.org/10.1051/bioconf/20224402006 BIO Web of Conferences 44, 02006 (2022)
CO.NA.VI. 2020 CO.NA.VI. 2020 2.1 Plant material and experimental design The study was conducted on Vitis vinifera L. cv. Nebbiolo
clone CVT 423 (“Picotendro”) grafted onto Riparia
Gloire rootstock during the seasons 2014, 2015 and 2016,
at Proprietà Sperino Soc. Agr. (Lessona, Alto Piemonte,
Italy). The vineyard is located on the pre-alpine plateau of
Orolungo, in the district of Ori; the vines were planted in
2001 with a vine spacing of 2,2 m between rows and 0,9
m between vines (5050 vines/ha), and were trained using
a Guyot training system. Table 2. details and labels of the treatments under comparison. Table 2. details and labels of the treatments under comparison. Labels
Treatments detail
UNT
Control untreated
Li 10
Lime 10 tonns/ha
Li 20
Lime 20 tonns/ha
PBST
Pre-bloom shoot trimming
P
Phosphorus (P2O5) 100kg/ha
Li 10 + PBST
Lime 10 tonns/ha + Pre-bloom shoot
trimming
Li 10 + P
Lime 10 tonns/ha + P2O5 100kg/ha
P + PBST
P2O5 100kg/ha + Pre-bloom shoot
trimming The vineyard site is characterized by a well-drained
acidic soil, consisting of silt and marine sands on
quaternary fluvio-glacial sediments. The physical and
chemical analyses of the soil are shown in Tab. 1. The soil
present a low concentration of P, K, and organic matter,
and the low CEC accounts for a scarce availability of
nutrients for plant absorption. Moreover the low pH and
the high concentration of aluminum surely contribute to
further
reduce
the
availability
of
phosphorous,
detrimental condition for bud fertility and consequently
for grapevine production. Table 1. Physical and chemical analyses of the soil of the
vineyard of Nebbiolo. Physical properties
Coarse fraction (%)
5,6
2-mm sieved fraction
Sand (%)
17,2
Silt (%)
61,7
Clay (%)
21,1
Soil classification
SICLLO
Chemical properties
pH
4,0
CEC (meq/100g)
10,4
P (ppm)
4
K (ppm)
73
Ca (ppm)
1530
Al (mg/kg)
60,6
Organic matter (%)
0,9 Table 1. Physical and chemical analyses of the soil of the
vineyard of Nebbiolo. 2.2 Yield parameters and bud fruitfulness Shoot and cluster number was evaluated on all 5 vines of
each plot during both pre- and post-bloom time; shoots
originated from the cane and from the left spur on the
grapevine head were examined separately. At harvest time
yield and cluster number were evaluated for each plot, and
the average cluster weight computed by rating the yield
by the number of clusters. The bud fruitfulness was
calculated rating the number of clusters by the number of
shoots developed on the canes (shoots and clusters
originated on the spurs were removed from the
calculation). 2.3 Statistical analysis Data were analyzed through full-factorial two-ways
ANOVA; levels of significance in tables and graphs are
given as ns, *, **, *** for not significant, significant at
p<0,05, p<0,01, and p<0,001, respectively. When
ANOVA was significant, differences among seasons were
separated using Tukey’s test; values followed by the same
letter within a column are not significantly different at
p<0,05. Regarding the differences between treatments,
orthogonal comparisons were performed using contrast
analysis between each treatment and the untreated, and
the significance of the differences (p<0,05) are reported. 3 Results Analysis of variance highlighted significant differences
between UNT and treated vines in terms of number of
clusters at pre and post-bloom, bud fruitfulness and yield
per vine (Tab. 3). In most cases, the applied techniques caused an
increase in bud fruitfulness with the exception of Li10,
Li20 and Li10+P treatments. PBST+P treatment with an
increase of 20,6% was the most effective on bud
fruitfulness, while P addition, PBST and Li10+PBST
increased this parameter to a lesser extent. Liming did not
improve bud fruitfulness when applied alone or together
with P. Mean pairwise comparisons demonstrated that
only PBST+P treatment significantly increase bud
fruitfulness in comparison to untreated (Tab. 3). A completely randomized experimental design was
arranged within the vineyard, with 8 treatments, 3
replicates for each treatment and 5 vines/replicate. The
treatments are described in detail in Tab. 2. A completely randomized experimental design was
arranged within the vineyard, with 8 treatments, 3
replicates for each treatment and 5 vines/replicate. The
treatments are described in detail in Tab. 2. Pre-bloom shoot trimming (PBST) was performed ca 10
days before flowering time, while lime and phosphorous
were added during winter time at 10 tonns/ha (Li 10), 20
tonns/ha (Li20) or 100 kg/ha (P). Pre-bloom shoot trimming (PBST) was performed ca 10
days before flowering time, while lime and phosphorous
were added during winter time at 10 tonns/ha (Li 10), 20
tonns/ha (Li20) or 100 kg/ha (P). 2 2 https://doi.org/10.1051/bioconf/20224402006 BIO Web of Conferences 44, 02006 (2022)
CO.NA.VI. 2020 BIO Web of Conferences 44, 02006 (2022) Table 3. Effect of treatments and year on the different parameters examined in this study. Factor
Level
No. of clusters at
pre-bloom
No. of clusters at
post-bloom
Cluster fall (%)
Bud fruitfulness
Cluster weight
(g)
Yield (g/vine)
100 Berry
weight (g)
Treatment
UNT
6,57
6,36
3,06
0,59
228
1496
167
Li10
6,05
5,93
1,99
0,50
224
1327
162
Li20
6,67
6,19
5,73
0,57
231
1437
161
PBST
6,71
6,38
4,40
0,62
246
1543
162
P
6,76
6,73
0,61
0,67
231
1562
152
Li10 + PBST
7,42
7,27
2,08
0,69
243
1825
165
Li10 + P
6,88
6,39
8,56
0,58
234
1612
161
PBST + P
8,69
8,05
6,65
0,71
242
1951
159
sign. 3 Results F a
*
*
ns
**
ns
*
ns
contrasts significance
UNT vs Li10
ns
ns
ns
ns
ns
UNT vs Li20
ns
ns
ns
ns
ns
UNT vs PBST
ns
ns
ns
ns
ns
UNT vs P
ns
ns
ns
ns
ns
UNT vs (Li10 + PBST)
ns
ns
ns
ns
ns
UNT vs (Li10 + P)
ns
ns
ns
ns
ns
UNT vs (PBST +P)
**
**
**
ns
*
Year
2014
6,10 b b
5,83 b
3,91
0,48 b
224 b
1337 b
154 b
2015
7,38 a
6,96 a
5,45
0,70 a
183 c
1301 b
171 a
2016
7,39 a
7,16 a
2,89
0,67 a
297 a
2138 a
158 b
sign. F
***
***
ns
***
***
***
***
Interaction T x Y
sign. F
ns
ns
ns
ns
ns
ns
ns
aData were analyzed through full-factorial two-way ANOVA (ns, not significant; *, p < 0,05; **, p < 0,01; ***, p < 0,001), and
when differences were significant, the season means were separated using Tukey’s test (p < 0,05), while in case of the treatments
contrast analysis between each treatment and the untreated was used (p < 0,05). bDifferent letters identify significantly different means. Li 10, lime 10 tons/ha; Li 20, lime 20 tons/ha; PBST, pre-boom shoot
trimming; P, phosphorus. Li 10 was the only treatment showing a decrease in
l
t
b
( 7 9%) b f
fl
i
hil
i
th
PBST+P treatment, which accounted for an increase of
32 4%
d t
th
t
l At
t bl
l
t Table 3. Effect of treatments and year on the different parameters examined in this study. PBST+P treatment, which accounted for an increase of
32,4% compared to the control. At post-bloom, cluster
number was positively affected by all treatments with the
exception of lime addition. PBST+P and PBST+Li10
treatments showed lower levels of cluster fall, recording
respectively 26,6% and 14,3% more clusters compared Li 10 was the only treatment showing a decrease in
cluster number (-7,9%) before flowering, while in the
other cases higher cluster number was obtained. Addition
of P along with PBST caused the higher positive variation,
followed by Li10+PBST and Li10+P. In comparison to
the control, the only significant difference was found for PBST+P treatment, which accounted for an increase of
32,4% compared to the control. 3 Results Liming did not promote a positive effect
on yields. As for other parameters, the treatment PBST+P
resulted in significantly higher yield as compared to
untreated. The season significantly modified all parameters of
the study (Tab. 3). As regard the number of clusters and
the bud fruitfulness, in the first season (2014) the values
were significantly lower, while no differences between
the other two seasons could be appreciated. As opposite,
the average cluster weight was significantly the lowest in
2015, intermediate in 2014 and the highest in 2016. Significantly higher yield was shown in the last season,
while similar values were ascertained in the other two
seasons. The lowest value of average cluster weight in
2015 was also related with the lower significant value of
berry weight. Since in the present vineyard the soil pH was really
low, we decided to apply significant amounts of lime (10
or 20 tonns/ha), but no significant increase of yield was
obtained. On the contrary, a slight reduction of yield can
be shown in case of the lower lime rate over three years
of treatments. To date, soil has a huge buffering capacity
counteracting the effects of all kinds of amendments [16]. Moreover, the root system could end deeper than the
liming treatment, where the pH value drops and the Al3+
concentration becomes relatively important [17]. Thus,
both conditions could help to explain the poor effect of
lime on increasing yield. Another technique applied in the present experiment
was pre-bloom shoot thinning, with the aim to increase
the berry-set and so the average cluster weight. During the
first part of the seasons, the strongest sinks for the plant
are represented by the shoot tips. Considering a rapidly
growing shoot as a whole, the translocation in the terminal
portion is acropetal only: movement of photosynthates
from the two or three youngest exporting leaves is almost
exclusively to the shoot tips. While the removal of mature
leaves reduces set in grapes [18], topping and pinching are
known to increase set if done during flowering [10]. Moreover,
hedging
stimulates
cross-transfer
of
assimilates to clusters on both sides of the shoot and
induces even young leaves to switch from upward to
downward export [9]. This is probably why shoot topping
during bloom often improves fruit set. In the present trial,
PBST promoted a timid increase of yield, due to the slight
increase of berry-set (expected) and so cluster weight. 3 Results At post-bloom, cluster
number was positively affected by all treatments with the
exception of lime addition. PBST+P and PBST+Li10
treatments showed lower levels of cluster fall, recording
respectively 26,6% and 14,3% more clusters compared 3 BIO Web of Conferences 44, 02006 (2022)
CO.NA.VI. 2020 BIO Web of Conferences 44, 02006 (2022) https://doi.org/10.1051/bioconf/20224402006 Al reduces root growth and affects nutrient translocation
by plants. Morlat and Jacquet [14] confirmed that the root
density was noticeably lower in case of sandy acid soils,
because of both strong acidity and high concentration of
manganese, which creates unfavorable conditions for
rooting. Himelrick [15] reported that P and Ca levels were
always higher in the plants grown in soils with higher pH,
while Mg, Fe, Cu, and Zn levels showed an opposite
trend. with the control. Again, P+PBST was the only treatment
reporting significant higher values as compared to
untreated vines. with the control. Again, P+PBST was the only treatment
reporting significant higher values as compared to
untreated vines. Cluster fall shows the reduction in cluster number that
occurred
between
pre
and
post-bloom. Applied
agronomical techniques did not impact cluster fall. Control untreated presented 3,06% of cluster fall. In
general, a reduction of cluster fall was seen in Li10, P and
Li 10 + PBST. In the present experiment, the yield/vine was really
low, basically because of the poor fertility impaired by the
acid pH. As described in the results, different techniques
were applied with the aim to increase yield, exploiting
different mechanisms. Berry and cluster weight were not significantly
affected by treatments (Tab. 3). In general, although mean
results did not differ significantly, the treated vines
showed a tendency towards lower values of berry weight
and higher values of cluster weight. Contrast analysis
confirmed that data collected were not significantly
different against untreated. As reported by Singleton et al. [11], one possibility to
attenuate the toxic effect of aluminum in the soil is the
application of lime, as CaCO3 reacts with carbonic acid to
form calcium bicarbonate, a more soluble and leachable
intermediate. The calcium bicarbonate ionizes so that its
calcium ions are able to replace hydrogen and aluminum
ions on the exchange sites of clay particles. This means an
increased base saturation, increased pH, and a loss of
hydrogen ions. Yield was significantly affected by treatments. PBST+P and Li10+PBST increased yield more than the
other techniques. 3 Results Still, not significant difference from the UNT was found,
and probably another solution providing an increase of the
cluster number needed to be found in order to get a better
result. 4 Discussion Ann. Bot., 106, 183-184 (2010). 17. B.R. Meyer, E. Le Roux, M.J. Renan, M. Peisach. Nucl. Instrum. Methods Phys. Res. B 3, 557-560
(1984). 5 Conclusion 18. M. Sternad Lemut, P. Sivilotti, L. Butinar, J. Laganis, U. Vrhovšek Aust. J. Grape Wine Res. 21, 439-450 (2015). The three techniques applied alone, did not promote
sensible modifications in the yield parameters as
expected. Differently, more interesting effects were
ascertained when the techniques were combined. In detail,
the combination of Li10 with P or with PBST, was
profitable to promote an increase of yield, mainly in the
second treatment. At last, the combination of PBST and P
fertilization was the most interesting technique, that
allowed maintaining the higher number of grapes on the
vines without reducing the berry-set. The results of the experiment here presented highlight
that acid soils are not properly suitable for the cultivation
of grapes, since the low pH negatively affects the yield. Anyway, the application of suitable techniques, such as
pre-bloom shoot thinning and P fertilization could
partially offset the problem by increasing the bud
fruitfulness and percentage of berry-set. These techniques
applied together provided the only significant increase of
the yield observed in the present experiment over three
years of trial, and thus they represent a sustainable
viticultural solution for the winegrowers of this area. In future experiments, analyses of leaf concentration
of P, Al, and Ca would be important in order to understand
the effects of different treatments on plant mineral
absorption, and explain why and how an increase of yield
can be obtained. 4 Discussion There are several processes involved in the formation of
acid soils. The majority of acid soils originate in areas
characterized by heavy rainfall; in fact, the acidification
process is strictly dependent on the amount of water that
pass through the soil profile. Exchangeable basic cations
(Ca2+, Mg2+, K+) of clay minerals are leached out by
water; they are so substituted with hydrogen and
aluminum ions, which neutralize negative charges of
colloids. More than 95% of mineral soils’ acidity is
attributed to hydrogen and aluminum. Other important
causes of soil acidification are root and microbial
respiration, mineralization and nitrification processes,
organic acids release from vegetation, abundancy of soil
organic matter and plant roots. As reviewed in the introduction, plants growing in
acid soils suffer both P deficiency and aluminum toxicity
stresses. The plants developed different morphological
and physiological mechanisms to cope with soil P
limitation, such as the development of root hairs and
association of the roots with vesicular-arbuscular
mycorrhizae. Moreover, bound inorganic P can be
released by the exudation of organic acids (improved with
citrate), which allows for the displacement of P from Al3+,
Fe3+ and Ca2+ phosphates [13]. In addition to P fixation, The third technique considered in the present trial, was
the application of a high rate of phosphorous, aiming to
increase the bud fruitfulness and so the number of clusters
growing on the shoots. Skinner and Matthews [6] reported
that withholding P at bloom and veraison, a significant 4 BIO Web of Conferences 44, 02006 (2022)
CO.NA.VI. 2020 BIO Web of Conferences 44, 02006 (2022) https://doi.org/10.1051/bioconf/20224402006 11. P.L. Singleton, D.C. Edmeades, R.E. Smart. New
Zeal. J. Agric. Res. 30, 517–522 (1987). decrease in berry number, cluster weight and the number
of cluster primordial occurred. Initiation, differentiation
and maintenance of reproductive primordia are sensitive
to P supply throughout the season, being the maintenance
of initiated clusters more sensitive than initiation of
clusters [6]. In the present experiment, also P treatment
contributed with a timid increase of yield, caused by a
slightly higher number of clusters remained post-
flowering, partially compensated by a reduction in berry
weight. g
12. L. Čoga, M.H. Ćustić, I. Pavlović. Agric. Conspec. Sci. 74, 39–43 (2009). 13. C.L. Ward, A. Kleinert, K.C. Scortecci, V.A. Benedito, A.J. Valentine. J. Plant Physiol. 168,
459–465 (2011). 14. R. Morlat, A. Jacquet. Vitis 32, 35–42 (1993). 15. D.G. Himelrick. HortScience 26, 269–271 (199 16. S. J. Zheng S.J. References 1. W.J. Conradie. S. Afr. J. Enol. Vitic 4, 39–44
(1983). 1. W.J. Conradie. S. Afr. J. Enol. Vitic 4, 39–44
(1983). 2. M. Jemo, R.C. Abaidoo, C. Nolte, W.J. Horst. J. Plant Physiol. 164, 442–451 (2007). 3. R.L. Parfitt. J. Soil Sci. 40, 359–369 (1989). 4. W.J. Conradie. S. Afr. J. Enol. Vitic. 2, 7–13
(1981). 5. D.P. Schachtman, R.J. Reid, S.M. Ayling. Plant
Physiol. 116, 447–453 (1998). 6. P.W. Skinner, M.A. Matthews. Sci. Hortic. 38, 49–
60 (1989). 7. P.W. Skinner, J.A. Cook, M.A. Matthews. Vitis
27, 95–10 (1988). 8. C.R. Hale, R.J. Weaver. Hilgardia 33, 89–131
(1962). 9. Keller, M. The science of grapevines. (Elsevier
Inc. 2010). 10. B.G. Coombe. Am. J. Enol. Vitic. 10, 85–100
(1959). 5 5
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English
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Peter Wangersky (1927-2007)
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Scientia marina
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Peter Wangersky (1927-2007) Peter John Wangersky passed away on January 7,
2007 at the age of 79 after a brief bout with cancer. His wife, Eleanor, and their three sons were at his
side. full Department of Oceanography. Pete later served
two terms as chairman. He served on the Dalhousie
faculty until his retirement in 1993 when he and
Eleanor moved to Victoria, British Columbia, where
Pete accepted an adjunct professorship at the
University of Victoria. Pete was born in Woonsocket, Rhode Island and
spent
his
childhood
there
and
in
Lynn,
Massachusetts. He entered Brown University in
1943 at age 16 under a wartime accelerated pro-
gram, majoring in chemistry. His university career
was interrupted when he was drafted into the U.S. military where he served until the end of the war. He
then returned to Brown under the GI Bill to com-
plete his undergraduate degree. After Brown, he
worked briefly at the Scripps Institute of
Oceanography and the U.S. Fish and Wildlife
Service. He then went to Yale University for gradu-
ate studies, earning his doctorate in zoology under
the polymath zoologist G. Evelyn Hutchinson, who
probably was the inspiration for his own wide-rang-
ing scientific interests. He taught briefly at the
University of Miami, where he met and married
Eleanor, and then at the Bingham Oceanography
Laboratory at Yale University. In 1965 he accepted
an offer to join the Dalhousie University Institute of
Oceanography in Canada, and was joined there by
Gordon Riley, who became the chairman. Under
their leadership the Institute grew and evolved into a Pete was a very broad and diverse researcher; he
was a theoretical ecologist as well as a chemical
oceanographer long before either of these ‘interdis-
ciplinary’ fields became accepted as intellectually
respectable. He published in fields as disparate as
the organic chemistry of seawater, algal physiology,
and mathematical modeling of population dynamics. Through his own early publications and his influ-
ence as editor, he was a main stimulus for develop-
ment of the field of organic chemistry of seawater. In theoretical ecology, his paper on lag effects in
population cycles, published in 1956, when he was a
graduate student, is still widely cited. He also held
two patents on chemostat design. He loved to go to
sea and participated in numerous oceanographic
cruises. SCIENTIA MARINA 71(4)
December 2007, 823-824, Barcelona (Spain)
ISSN: 0214-8358 SCIENTIA MARINA 71(4)
December 2007, 823-824, Barcelona (Spain)
ISSN: 0214-8358 OBITUARY Peter Wangersky (1927-2007) Peter Wangersky (1927-2007) Selected bibliography
(from more than 100 publications) Selected bibliography
(from more than 100 publications) Selected bibliography
(from more than 100 publications) ment. Ann. Rev. Ecol. Syst., 7: 161-176. Wangersky, P.J. – 1978. Production of dissolved organic matter. In:
O. Kinne (ed.), Marine Ecology, Vol. IV. . pp. 115-220. J. Wiley and Sons, New York. Wangersky, P.J. – 1952. Isolation of ascorbic acid and rhamnosides
from sea water. Science, 115: 685. y
Wangersky, P.J. and C.P. Wangersky. – 1980. The Manna effect: A
model of phytoplankton patchiness in a regenerative system. Int. Rev. ges. Hydrobiol., 65: 681-690. Wangersky, P.J. and W.J. Cunningham. – 1957. Time lags in prey-
predator population models. Ecology, 38: 136-139. g
y
Wangersky, P.J. – 1982. Model ecosystems: The limits of pre-
dictability. Thalassia Jugosl., 18: 1-10. p
p p
gy
Wangersky, P.J. and G.E. Hutchinson. – 1958. Manganese deposi-
tion and deep water movement in the Caribbean. Nature, 181:
108-109. y
Johnson, B.D. and P.J. Wangersky. – 1985. Sea water filtration:
Particle flow and impaction considerations. Limnol. Oceanogr.,
30: 966-971. Wangersky, P.J. and R.R.L. Guillard. – 1960. Low molecular
weight organic base from the dinoflagellate Amphidinium car-
teri. Nature, 185: 689-690. Wangersky, P.J. – 1986. Biological control of trace metal residence
time and speciation: A review and synthesis. Mar. Chem., 18:
269-297. Rosholt, J.N., C. Emiliani, J. Geiss, F.F. Kozy and P.J. Wangersky. – 1963. Pa231/230Th dating and 18O/16O temperature analysis of
core A-254-BR-C. J. Geophys. Res., 67: 2907-2911. g
p
core A-254-BR-C. J. Geophys. Res., 67: 2907-2911. Parrish, C.C. and P.J. Wangersky. – 1987. Particulate and dissolved
lipid classes in cultures of Phaeodactylum tricornutum grown in
cage culture turbidistats with a range of nitrogen supply rates. Mar. Ecol. Progr. Ser., 35: 119-128. Riley, G.A., P.J. Wangersky, and D.Van Hemert. – 1964. Organic
aggregates in tropical and subtropical surface waters of the
North Atlantic Ocean. Limnol. Oceanogr., 9: 546-550. g
Wangersky, P.J. – 1965. The organic chemistry of sea water. Am. Sci., 53: 358-374. g
Wangersky, P.J. – 1993. Dissolved organic carbon methods: a crit-
ical review. Mar. Chem., 41: 61-74. Lombardi, A.T. and P.J. Wangersky. – 1995. Particulate lipid class
composition of three marine phytoplankters Chaetoceros gra-
cilis, Isochrysis galbana (Tahiti) and Dunaliella tertiolecta
grown in batch culture. Hydrobiologia, 306: 1-6. Wangersky, P.J. – 1967. Sodium chloride content and compaction
in deep-sea cores. J. Geol., 75: 332-335. p
Wangersky, P.J. – 1972. The control of seawater pH by ion pairing. Limnol. Peter Wangersky (1927-2007) Pete served as advisor to about 25 PhD stu-
dents at Dalhousie and was a friend and casual men-
tor to almost all of the other oceanography graduate
students during his tenure. He was known for his
breadth of knowledge, wisdom, willingness to help
anyone seeking advice and his warm personality. 824 • J. SHARP et al. Assisted by Eleanor, he helped to create a colle-
gial atmosphere at the Department of Oceano-
graphy. Students, staff and friends were all invited to
stop by the Wangersky home on Sunday afternoons
for coffee, sweets and stimulating conversation. He
was a quick and voracious reader with eclectic
tastes. His favorite hobbies included photography
and fishing. similar duties for Marine Ecology Progress Series in
1998. In response to a request from Limnology and
Oceanography in 1998, he volunteered to help for-
eign authors with English usage, and received many
such calls over the years. He also organized and edit-
ed two volumes of The Springer-Verlag series
“Handbook of Environmental Chemistry”; Marine
Chemistry (2000) and Estuaries (2006), and served
on the advisory board for the series. He was a 50-year
member of Sigma Xi. In 1974 Pete took over as the second editor, from
volume 2, of the journal Marine Chemistry, initially
as a temporary fill-in, and then served as editor-in-
chief for the next twenty years. His stewardship of
the journal took it from a new, relatively unproven
forum, to the well-established authority that it is
today. He was noted for encouraging a wide variety
of research subjects and new ideas. A special issue
of the journal was published in 1997, containing
papers based on presentations by former students
and close associates at a symposium organized in
honor of his retirement. Pete was a true pioneer of many disciplines, and
his mind remained active and razor-sharp, spinning
off more research ideas, spanning many fields, right
until his death. Oceanography, marine chemistry,
and population ecology have each lost one of their
most innovative and productive workers. His ashes
were blended into seawater chemistry at Canadian
time-series station PAPA on June 11, 2007. JONATHAN SHARP, SIFFORD PEARRE,
DONALD GORDON, ERIC MILLS
and CARL BOYD SCI. MAR., 71(4), December 2007, 823-824. ISSN: 0214-8358 JONATHAN SHARP, SIFFORD PEARRE,
DONALD GORDON, ERIC MILLS
and CARL BOYD In retirement he continued on the editorial boards
of Scientia Marina (Barcelona) and Environmental
Science and Pollution Research, although he gave up Selected bibliography
(from more than 100 publications) Oceanogr., 17: 1-6. Jenkins, W.J., M.A. Beg, W.B. Clarke, P.J. Wangersky, and H. Craig. – 1972. Excess 3He in the Atlantic Ocean. Earth Planet. Sci. Lett., 16: 122-126. Chen, W. and P.J. Wangersky. – 1996. Production of dissolved
organic carbon in phytoplankton cultures as measured by high-
temperature catalytic oxidation and ultraviolet photo-oxidation
methods. J. Plankton Res., 18: 1201-1211. Wangersky, P.J. – 1972. Evolution and the niche concept. Trans. Connecticut Acad. Arts Sci., 44: 369-376. Dafner, E.V. and P.J. Wangersky. – 2002. A brief overview of mod-
ern directions in marine DOC studies Part II.-Recent progress
in marine DOC studies. J. Environ. Monitoring, 4: 55-69. Wangersky, P.J. – 1976. Particulate organic carbon in the Atlantic
and Pacific Oceans. Deep Sea Res., 23: 457-465. and Pacific Oceans. Deep Sea Res., 23: 457-465. p
,
Wangersky, P.J. – 1976. The surface film as a physical environ- p
Wangersky, P.J. – 1976. The surface film as a physical en SCI. MAR., 71(4), December 2007, 823-824. ISSN: 0214-8358
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A Critical Analysis of the Core Determinants of Central Bank Digital Currency in Zambia
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Abstract In this study, we analyze the main determinant of a Central Bank Digital Currency (CBDC) in Zambia using a
critical literature review. There are many determinants of Central Bank Digital Currency but this critical
literature review only focuses on the main ones namely, how the introduction of a CBDC can improve the
efficiency of payments systems platforms, make a stronger national defense against AML/CFT, ensure non-
discriminatory access to domestic financial services and whether the introduction of a CBDC can mitigate the
high cost of currency processing in Zambia. The methodology follows a critical review of CBDC literature from
central Banks that have already launched, performing proof of concepts or piloting CBDCs in their jurisdictions. The literature also considers publications and working papers from global standards setting organizations such as
the IMF, World Bank, WEF, ITU, ECB and many others. The study focuses on the Zambian jurisdiction and
reviewed whether these main determinants may warrant the introduction of a CBDC in Zambia. Keywords: Central Bank Digital Currencies (CBDC), Payments Efficiency, Financial Inclusion, AML/CFT,
Cost of Currency processing, Zambia
DOI: 10.7176/RJFA/13-16-01
Publication date:August 31st 2022 Publication date:August 31st 2022 A Critical Analysis of the Core Determinants of Central Bank
Digital Currency in Zambia Kombe Kaponda1*
Austin Mwange2
Oswald K. Mungule3
1. Department of Business Studies, School of Business, ZCAS University, Dedan Kimathi Road, P.O. Box
35243, Lusaka, Zambia - 10101, DBS Scholar, *kapondak@gmail.com
2. Department of Business Studies, School of Social Sciences, ZCAS University, Dedan Kimathi Road, P.O. Box 35243, Lusaka, Zambia - 10101, austinmwange1@gmail.com; austin.mwange@zcasu.edu.zm
3. Department of Business Studies, School of Business, University of Lusaka, off Alick Nkhata Road, P.O. Box
36711, Lusaka, Zambia - 10101, swldmngl993@gmail.com 1. Introduction This study has looked at the history of currency and payment systems platforms in the pre and post-
independence era in Zambia. It brings out the major risks posed by virtual currencies on the payments systems
landscape and highlights the value and the properties that a Central Bank Digital Currency (CBDC) brings to
mitigate the risks of these growing virtual currencies risks (BOZ, 2017). The study was beneficial to the
government of the Republic of Zambia, the ministry of finance, the monetary authorities, financial regulators,
Technology regulators and financial conduct authorities in Zambia and the sub-Saharan region. Furthermore, the
research brought out potential benefits of a CBDC and evaluated how CBDC can bring about innovation in the
payment systems landscape, lower the cost of cross border payments, increase financial inclusion and provide
insights on how to safeguard,
ensure stability, a secure, stable and sound financial system and to foster
sustainable economic development in the country (BOZ, 2020). The study also looked at other major prevailing
determinants for introducing a CBDC in Zambia and how it can improve the efficiency of payments systems,
make a stronger national defense against AML/CFT, demonstrate whether a CBDC can ensure non-
discriminatory access to domestic financial services and how they can mitigate the high costs associated with
processing cash in circulation. www.iiste.org www.iiste.org Research Journal of Finance and Accounting
ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online)
Vol.13, No.16, 2022 www.iiste.org 2. Growing Usage of Virtual Currencies in Zambia This
problem can be addressed by adopting some form of centralized currency in form of a CBDC that will deal with
the risk of suffocating the kwacha and could facilitate instant, inclusive, interoperable and secure and trusted
payment platforms that will be regulated, supervised and monitored (FSB, 2020). Figure 1.1 below shows the
growing landscape of financial technologies in Zambia including virtual platforms. Research Journal of Finance and Accounting
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Vol.13, No.16, 2022 Research Journal of Finance and Accounting
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Vol.13, No.16, 2022 www.iiste.org These VC’s poses a great risk to the money supply and the currency in circulation. There is a problem
because these virtual currencies are not recognized as legal tender by the monetary authorities and still not yet
legal tender in the country and the Central Bank of Zambia has to date just issued a cautionary statement
advising citizens to trade and transact in virtual currencies at their own risk (BOZ, 2018). This problem of virtual
assets continues to grow as the assets are actively traded but not issued by the monetary authority, not regulated
and supervised and are obtained by mining, peer-to-peer exchange which is a process by which new virtual
currencies are entered into circulation using high end computing resources. This problem distorts monetary
policies, financial stability and money supply losing kwacha to virtual currencies and risk of suffocating of the
kwacha by growing illegal market which also poses the risk of money laundering and terrorism financing. This
problem can be addressed by adopting some form of centralized currency in form of a CBDC that will deal with
the risk of suffocating the kwacha and could facilitate instant, inclusive, interoperable and secure and trusted
payment platforms that will be regulated, supervised and monitored (FSB, 2020). Figure 1.1 below shows the
growing landscape of financial technologies in Zambia including virtual platforms. 2. Growing Usage of Virtual Currencies in Zambia Cryptocurrencies sometimes referred to as Virtual currencies or crypto assets and are a form of Financial
Technology (FinTech) innovation and digital asset that has the potential to disrupt the way financial services
currently operate globally (BIS, 2019). These VC’s are already having an impact on the worldwide financial
systems as a payments system platform and their unique properties make them function as a form of electronic
money and forms of digital assets which can be used for payments and investments. They bring about secure,
always available, peer-to-peer and decentralized payment methods that have some distinct advantages over the
traditional methods of payments (Auer, Raphael; Böhme, Rainer, 2021). According to the financial stability
board, FinTech is defined as the financial technology that is applied to financial services, resulting in new
business models, applications, processes, products and services with an associated disruptive effect on financial
markets and institutions (FSB, 2019). This definition emphasizes the focus on technology-driven innovations
that could potentially reshape how the financial services industry operates in developing countries and Zambia in
particular as it evolves into several platforms as depicted in Figure 1.1. Given the wide range of innovations
across financial services, the existing regulatory architecture should be assessed to determine and evaluate the
cost of processing currency as a determinant for a CBDC. 1 Research Journal of Finance and Accounting
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ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online)
Vol.13, No.16, 2022
These VC’s poses a great risk to the money supply and the currency in circulation. There is a problem
because these virtual currencies are not recognized as legal tender by the monetary authorities and still not yet
legal tender in the country and the Central Bank of Zambia has to date just issued a cautionary statement
advising citizens to trade and transact in virtual currencies at their own risk (BOZ, 2018). This problem of virtual
assets continues to grow as the assets are actively traded but not issued by the monetary authority, not regulated
and supervised and are obtained by mining, peer-to-peer exchange which is a process by which new virtual
currencies are entered into circulation using high end computing resources. This problem distorts monetary
policies, financial stability and money supply losing kwacha to virtual currencies and risk of suffocating of the
kwacha by growing illegal market which also poses the risk of money laundering and terrorism financing. 2. Growing Usage of Virtual Currencies in Zambia Figure 1.1: Zambia's Financial Technologies Ecosystem 2021 (Source: Authors Construct) Figure 1.1: Zambia's Financial Technologies Ecosystem 2021 (Source: Authors Construct) 2.1 Zambian Virtual Currency Landscape y
p
There is growing evidence from global cryptocurrency platforms (ChainAlysis, 2021) shows that there is a lot of
virtual currencies trading and activity going on in the SADC region, particularly Zambia and citizens are
currently
trading
in
these
virtual
currencies
peer-to-peer
using
several
online
platforms
such
as
https://paxful.com/ https://www.remitano.com, https://www.coinmama.com, https://www.localbitcoins.com and
many other available global online platforms according to (CryptoCompare, 2021). Regrettably, the illiteracy
surrounding the virtual currency is not just affecting the general public because it also affects those who are
assigned with the responsibility of regulating the financial services landscape and those fighting cybercrime
which may have its origins in the use or misapplication of virtual currencies. The regulators are currently playing
catch up and only issuing cautioning statements to the citizens on the risks of using virtual currencies instead of
exploring through research and development in order to get the most out of this technology. The digital financial
services DFS and the specific virtual currency platforms form part of the overall financial services infrastructure
in Zambia which is under the regulation of the ICT and telecommunications regulator called Zambia Information
and Communications Authority (ZICTA). The communications platforms are composed of the terrestrial
networks owned by Internet Service Providers (ISP’s) and connect base stations and communications towers in
different locations around the country. This is an essential and fundamental underlying infrastructure that
facilitates and allows for the use of virtual assets or currencies as a medium of exchange. Figure 1.2 below shows
the trading of virtual assets in the Zambian jurisdiction on live online platforms such as localcitcoin.com. 2 2 Research Journal of Finance and Accounting
www.iiste.org
ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online)
Vol.13, No.16, 2022
Figure 1.2: Evidence of Virtual Asset Trading (Source: (Localbitcoins, 2021)) Research Journal of Finance and Accounting
ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online)
Vol.13, No.16, 2022 Figure 1.2: Evidence of Virtual Asset Trading (Source: (Localbitcoins, 2021)) 2.3 Motivations for Isuing Central Bank Digital Currency 2.3 Motivations for Isuing Central Bank Digital Currency Research by (Reuters, 2019); (Taskinsoy, 2019) points out some of the advantages of issuing CBDC and the
following as some of the motivation for issuing CBDC in any jurisdiction. These motivations differ depending
on the status of an economy being higher income country (HICs), developing country or a low-Income Countries
(LIC) and below are the motivations for Central Bank Digital Currency (CBDC). 1. To make the payment system landscape more efficient and resilient. 1. To make the payment system landscape more efficient and resilient. 1. To make the payment system landscape more efficient and resilient. 2. To retain monetary sovereignty for any jurisdiction and to mitigate the risk of privately issued virtual
currencies and global stable coins adoption and improved distribution of government-to-peer (G2P)
direct payments to households such as welfare or social cash transfers. p y
3. To make a stronger national defense against AML/CFT and other semi-anonymous nature of virtual
currency transactions. The defense is against a host of infamous activities and illicit activities, such as
money laundering, terrorism financing, illegal arms dealing, human, child, sex trafficking, and tax
evasion from the authorities. 4. Ensure non-discriminatory access to domestic financial services and facilitate access for all citizens in a
selected jurisdiction. j
5. The high cost of currency, physical currency processing approximated an average of 21% of the Central
Banks' Budgets (BIS, 2019). g
(
)
6. Improving monetary policy effectiveness to implement targeted policy or tap more granular payment
data to enhance macroeconomic projections. 7. Enhancing monetary policy transmission by an interest bearing CBDC and improving monetary policy
effectiveness, supervisory policies, access granular real-time payments with interest-bearing CBDC,
breaking the policy rate zero lower bound. g
p
y
8. To enhance financial inclusion and financial digitization to facilitate fast, instant efficient and tracible
payments platforms. p y
p
9. Improving traction of local currency as means of payments in jurisdictions that are attempting to reduce
dollarization. 10. Distributing fiscal stimulus distributing to the unbanked including incorporating helicopter or hot
money features to increase spending velocity. This provides efficient transmission of social benefits,
welfare and all other social services for the citizens that are provided by the government. 10. Distributing fiscal stimulus distributing to the unbanked including incorporating helicopter or hot
money features to increase spending velocity. 2.2 Payment Systems Providers in Zambia 2.2 Payment Systems Providers in Zambia y
y
Research by the Bank for international settlement Reviewed that the Bank of Zambia is responsible for the
designation and licensing of Payment Systems, Payment System Participants and payment system businesses in
the Zambian jurisdiction (BIS.Org, 2019). Table 1.1 below shows the landscape of the designated payment
system entities in the country and the type of payment system platform used. The country has 18 commercial
banks that utilize various payment systems platforms such as the high value payments using Real-Time Gross
Settlement System (RTGS) locally called the Zambia Interbank Payment and Settlement System (ZIPS). Other
payment systems platforms used the commercial banks in Zambia include the Cheque Image Clearing (CIC),
Direct Debit and Credit Clearing (DDACC) via the Zambia Electronic Clearing House (ZECHL), the point of
sale (POS) and the electronic fund's transfer. The table also shows the growing number of low value payments
provided by the non-bank financial institutions (NBFI), payment systems providers (PSP), financial services
providers and now financial technologies (Fintech) service providers. The table also shows that there is currently
no regulations for virtual currencies that are being traded online. Further research by the BIS also recommends
that any CBDC consideration should interoperate with other existing digital and mobile financial services such
as the platforms in table 1 1 below as t e p at o
s
tab e . be ow. Table 1.1: Payment Systems Provider Platforms and state of Regulation (Source: Authors Construct)
Item
#
# of Payment
Systems
Providers
Type of Business
Type of Payment Systems
Platform
Location
Regulated/
Framework
1
3
Mobile
Network
Operators (MNO)
Mobile Financial Services
(Mobile Payment Services
and
Money
Transmission
Services)
Local
Yes
2
18
Commercial Banks
CIC,
DDACC
&
ZIPSS/RTGS
Local and
Internatio
nal
Yes
3
48
NBFI,
PSP,
FSP,
FinTech
E-money Issuer and Money
Transfer Services
Local
Yes
4
12
NBFI,
PSP,
FSP,
FinTech
Mobile
Payment
Services
and
Money Transmission
Services
Local
Yes
5
Not Known
(Online)
Virtual currencies and
Virtual
currencies
service providers
Virtual
currencies
Transmission
and
Virtual
Assets
Service
Providers
(VASP)
Internatio
nal
and
Online
No p
able 1.1: Payment Systems Provider Platforms and state of Regulation (Source: Authors Construct) 3 Research Journal of Finance and Accounting www.iiste.org www.iiste.org g ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online)
Vol.13, No.16, 2022 ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online)
Vol.13, No.16, 2022 2.3 Motivations for Isuing Central Bank Digital Currency This provides efficient transmission of social benefits,
welfare and all other social services for the citizens that are provided by the government. p
y
g
This study focused on four main motivations which are summarized in Figure 2.1 below and the literature review
ocused on these four motivations. p
y
g
This study focused on four main motivations which are summarized in Figure 2.1 below and the literature review
focused on these four motivations. Figure 2.1: Summary Motivation of the Study (Source: Authors Construct). To make
payment systems
more efficient
To make stronger
nation defense
against AML/CFT
To ensure non-
discriminatory access to
domestic financial
services (Financial
Inclusion)
To mitigate the
high cost of
currency
processing Figure 2.1: Summary Motivation of the Study (Source: Authors Construct). 3.2 CBDC to provide a stronger defence against AML/CFT Global bodies such as the Financial Action Task Force (FATF) also agree that these new technologies, products,
and related services have the potential to spur financial innovation and efficiency and improve financial
inclusion, but they also create new opportunities for criminals and terrorists to launder their proceeds or finance
their illicit activities (FATF, 2014); (FATF, 2019). Consistent with the risk-based approach which underpins the
FATF Standards, understanding and responding to identified money laundering and terrorist financing (ML/TF)
risks is at the heart of what the FATF does. However, FATF recently provided direction on the treatment of
crypto assets by amending their global recommendation on new technologies (FATF, 2019). These amended
recommendations now require jurisdictions around the world to regulate cryptocurrencies and cryptocurrency
service providers (CASPs) for anti-money laundering and combatting the financing of terrorism (AML/CFT) and
member countries and affiliates including Zambia should comply. FAFT also reviews that cryptocurrencies may
create conditions for regulatory arbitrage while posing risks to the financial sector and all its participants that
operate in a highly regulated environment, which assists in ensuring a sound and safe financial system. Cryptocurrencies are still operating within a regulatory vacuum as no globally harmonized approach or
position has been reached yet as many regulators around the globe have not yet sufficiently addressed the
phenomenon of crypto assets and have not yet settled on a collective approach. Further, cryptocurrencies are
mainly operating in unregulated environments and currently, there is no specific regulations in the region and
Zambia in particular. Many financial regulators including the Central Bank of Zambia (BOZ) are currently
playing catch up and only issuing cautioning statements (BOZ, 2018); (SEC, 2018) to citizens on the risk of
these cryptocurrencies instead of exploring exhaustive research and development to get the most out of these
technologies. Globally, central banks have raised concerns of the cryptocurrencies' spillover effects to the formal
financial services industry and the eventual effects of these currencies on guiding monetary policies and how to
repair and mitigate these eventual risks (SARB, 2014); (Borri & Shakhnov, 2019); (Kosc, Sakowski , &
Ślepaczuk, 2019). Meanwhile, the technology keeps growing, AML/CFT concerns also keep increasing and the
technology aware generation is actively using it and the various activities associated with this innovation can no
longer remain outside of the regulatory perimeter. Consequently, some countries have issued communications
declaring restrictions or a downright ban on the use of crypto assets. g
3.1 Payment Systems Efficiency y
y
y
The Bank of international settlements (BIS, 2017), describes a payment system as any financial system that is
used to settle financial transactions through the transfer of monetary value from one party to another. This
includes transfers between institutions, instruments, people, rules, procedures, standards, and technologies that
make the exchange of value possible. BIS further reviews that payment systems need to be efficient, secure and
reliable as they act as a lifeblood of modern monetary economies, payment systems are the financial markets
circulation system. An economic modeling journal on the optimal online-payment security system and the role of
liability sharing (Berg & Kim, 2022), further reviews that payment systems need to exhibit strong properties of
security, reliability, immutability, scalability, anonymity, acceptability, customer base, flexibility, convertibility,
efficiency, ease of integration with applications and ease of use. Emerging economies such as Zambia can make
use of CBDC as payment systems platforms to allow for an efficient, secure and reliable payment system for
enhanced economic development and to reduce the cost of exchanging goods and services. Economic efficiency
also implies an economic state in which every resource is optimally allocated to serve each individual or entity in
the best way while minimizing waste and inefficiency. When an economy is economically efficient, any changes
made to assist one entity would harm another. An efficient system infrastructure is also a very important and 4 Research Journal of Finance and Accounting
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ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online)
Vol.13, No.16, 2022
essential tool for the effective implementation of monetary policy, and the smooth functioning of money and
capital markets. For an economy to attain an efficient payment system platform, needs specific business policies
which need improvement by monitoring and measuring different aspects of payment systems, payment
conversions, successful transactions, fraud, and provided actionable data that can be used to make targeted
changes in the payment systems ecosystem (BIS, 2017). The study further highlights the following key
performance indicators measuring efficiency including payments conversion rates, conversion rates by the
financial services providers (FSP), conversion rates by the payment methods and card type, reported fraud rates
on all DFS and mobile financial services and measuring of downtime of payment systems platforms. Research Journal of Finance and Accounting
ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online)
Vol.13, No.16, 2022 essential tool for the effective implementation of monetary policy, and the smooth functioning of money and
capital markets. g
3.1 Payment Systems Efficiency For an economy to attain an efficient payment system platform, needs specific business policies
which need improvement by monitoring and measuring different aspects of payment systems, payment
conversions, successful transactions, fraud, and provided actionable data that can be used to make targeted
changes in the payment systems ecosystem (BIS, 2017). The study further highlights the following key
performance indicators measuring efficiency including payments conversion rates, conversion rates by the
financial services providers (FSP), conversion rates by the payment methods and card type, reported fraud rates
on all DFS and mobile financial services and measuring of downtime of payment systems platforms. 3.4 CBDC to mitigate the High Cost of Currency Processing g
g
y
g
Literature from the Reserve bank of South Africa (SARB, 2021) estimates that the cost of handling currency
makes up about 0.3% of the total GDP in the country. The accumulative cost of processing fiat currency in
circulation (CiC) also includes the actual cost of printing the currency, currency management and the cost of
cash processing machines such as the BPS M7, DLR7000 high-speed banknote processing machine, BPS, C5
and C4 desktop processing machines, glory FS-300 and FS-120 machines, Kisan smart K3 machines and Nota
packs. The process also includes the costs associated to currency recycling that makes use of currency shredding
machines such as online bracketing (OBS) machines that perform the mutilated and soiled notes management
and reissuing back for public circulation. The cumulative cost of cash processing is therefore associated with the
simple model (Ramos , Garratt, & Arauz, 2021) that assumes that we let the total cash in circulation (CiC)
include all the costs of processing fiat currency. Figure 1.8 below shows a summary of the complete currency
processing cycle from the Bank of Zambia. processing cycle from the Bank of Zambia. Figure 3.2: Cost of Processing Cash (Source: (BoZ,2020))
Despite some considerable improvements in the process in the recent past and sometimes accelerated by the
need to prevent the person-to-person transmission of COVID-19, several mobile financial services have been
adopted to reduce the use of cash. This cumulative cost is mainly attributed to the following costs that are
associated with processing fiat currency from printing and minting, distribution through commercial Banks, day
to day use by all economic agents and the recycling of soiled or unfit notes. Below is the summary currency
circle:
1. The cost of printing currency including the recurring cost of cash templates, security features to prevent
counterfeit notes
2. The cost of currency management that makes use of BPS M7 high-speed banknote processing machines,
DLR7000 high-speed banknote processing machines, BPS, C4 desktop banknote processing machine,
d
kt
t
l
FS 300
d FS 120
hi
d ki
t K3
hi Figure 3.2: Cost of Processing Cash (Source: (BoZ,2020)) Figure 3.2: Cost of Processing Cash (Source: (BoZ,2020)) Despite some considerable improvements in the process in the recent past and sometimes accelerated by the
need to prevent the person-to-person transmission of COVID-19, several mobile financial services have been
adopted to reduce the use of cash. 3.2 CBDC to provide a stronger defence against AML/CFT implementation of Central Bank Digital Currency lessons learnt and key insights reviews that any CBDC
initiative should supplement all the other digital financial services that have contributed to financial inclusion
(Morales-Resendiz, Raúl; Ponce, Jorge; Picardo, Pablo; Chen, Bobby; Velasco, Andrés; Guiborg, Gabriela; Sanz,
León, 2021). CDBC should incorporate open standards, open protocols and application programmable interfaces
(API) to allow interoperability with other digital and mobile financial services to meet the financial inclusion
agenda. g
The thesis further reviews that financial inclusion can be measured in three dimensions including the access
to financial services, the usage of financial services and the quality of the products and the service delivery that
are offered in a market. The study postulates that the degree of financial inclusion is determined by three
dimensions mainly the usage of digital financial services, the barriers and the access to digital financial systems. Another study from the World bank (Douglas & Claudia Ruiz, 2017) also reviews that to effectively measure
financial inclusion, jurisdictions should qualify the number of automated teller machines per specific number of
adults, the number of bank branches per specific number of adults, the deposit accounts with commercial banks
per specific number of adults, the borrowers from commercial banks per specific number of adults and
sometimes consider the digital insurance transactions in a specific area. All these measures may be inherited by a
central bank digital currency making financial inclusion a compelling motivation to issue CBDC. 3.2 CBDC to provide a stronger defence against AML/CFT Figure 3.1 below depicts the development
challenges, the macroeconomic challenges and the cross CBDC border challenges and how these could affect the
weaker capacity to address AML/CFT risks. Figure 3.1: CAML/CFT Challenges to CBDC (Source: VoxEU) Figure 3.1: CAML/CFT Challenges to CBDC (Source: VoxEU) 3.3 Non-discriminatory access to Domestic Financial Services (Financial Inclusion) y
(
)
Some publications by the Alliance for Financial Inclusion, digital financial services working group (DFSWG,
2019) access to domestic financial services is also commonly known as financial inclusion as the availability and
equality of opportunities to access financial services by citizens. It also refers to a process by which individuals,
households, firms and businesses can access appropriate, affordable, and timely financial products and services
for an improved quality of life. These services include banking, loan, mobile micro loans, equity, and insurance
products which every individual should have an opportunity to access. According to the top-level findings on the
Zambian Finscope survey of 2020 (FinScope, 2020), access to financial services through financial inclusion
increased by 10.1 percentage points to 69.4% from 59.3% in 2015. This increase was mainly attributed to the
growth in the use of mobile financial services and other mobile financial platforms. Further research on the 5 Research Journal of Finance and Accounting
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Vol.13, No.16, 2022
implementation of Central Bank Digital Currency lessons learnt and key insights reviews that any CBDC
initiative should supplement all the other digital financial services that have contributed to financial inclusion
(Morales-Resendiz, Raúl; Ponce, Jorge; Picardo, Pablo; Chen, Bobby; Velasco, Andrés; Guiborg, Gabriela; Sanz,
León, 2021). CDBC should incorporate open standards, open protocols and application programmable interfaces
(API) to allow interoperability with other digital and mobile financial services to meet the financial inclusion
agenda. Research Journal of Finance and Accounting
ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online)
Vol.13, No.16, 2022 implementation of Central Bank Digital Currency lessons learnt and key insights reviews that any CBDC
initiative should supplement all the other digital financial services that have contributed to financial inclusion
(Morales-Resendiz, Raúl; Ponce, Jorge; Picardo, Pablo; Chen, Bobby; Velasco, Andrés; Guiborg, Gabriela; Sanz,
León, 2021). CDBC should incorporate open standards, open protocols and application programmable interfaces
(API) to allow interoperability with other digital and mobile financial services to meet the financial inclusion
agenda. 4. Central Bank Digital Currency Model g
y
The literature reviewed that there are several models for CBDC including the single-tier, two-tier and the hybrid
setups. The single-tier setup has no hierarchy of distribution of CBDC and it is more suitable for the direct model,
where the central bank issues digital currencies to all its users, the financial institutions and citizens, after
conducting the KYC and AML checks before onboarding. This study adopted the two-tier model proposed by
the Bank for International settlement in which the CBDC is issued from the Central Bank using the commercial
banks as the second tier and may take the form of a retail, a wholesale and interoperable cross border multiple
Central Bank Digital Currency (mCBDC). This model was ideal for this study because the study looks at the
CBDC determinants that apply a two-tier CBDC model (BIS, 2021), which cements the benefits of tiered
architectures for the distribution of retail CBDC through commercial banks, financial services providers and
payment service providers alike. The two-tier model is a simplified abstraction of reality that incorporates the
central Bank and all the financial institutions, banks, non-bank financial institutions (NBFIs), payment systems
providers (PSPs) and all other financial services providers (FSPs). These in turn service the individuals,
households and organizations that could have a CBDC account with FSPs. The model assumes that the CBDC
can coexist with cash and serve as legal tender and be used as the medium of exchange, a unit of account and
store of value for all agents in the Zambian financial landscape. The study adopted the framework of (Lagos &
Wright, 2005) which has the same structure of a centralized market (CM) and a decentralized market (DM) and
considered other theoretical investigations on the impact of CBDC in order to firm up on the two-tier model. The
study also assumes that Zambia already has a competitive banking industry comprised of 18 commercial Banks
(BOZ, 2021) and a growing number of NBFI, payment systems providers (PSP) and financial technologies
(Fintech) organizations that are providing various payment systems platforms in the country. 3.4 CBDC to mitigate the High Cost of Currency Processing This cumulative cost is mainly attributed to the following costs that are
associated with processing fiat currency from printing and minting, distribution through commercial Banks, day
to day use by all economic agents and the recycling of soiled or unfit notes. Below is the summary currency
circle: 1. The cost of printing currency including the recurring cost of cash templates, security features to prevent
counterfeit notes 2. The cost of currency management that makes use of BPS M7 high-speed banknote processing machines,
DLR7000 high-speed banknote processing machines, BPS, C4 desktop banknote processing machine,
currency desktop sorters, currency glory FS-300 and FS-120 machines and kisan smart K3 machines 6 Research Journal of Finance and Accounting
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Vol.13, No.16, 2022 3. The costs of currency distribution that uses armored bulletproof cash trucks 4. Cost of Security services for Transporting cash to all sub chests 4. Cost of Security services for Transporting cash to all sub chests 5. The cost of currency electronic management and Security systems including connectivity and
maintenance to sub chests, technology, ICT and CCTV Equipment at main sites and sub chested 5. The cost of currency electronic management and Security systems including connectivity and
maintenance to sub chests, technology, ICT and CCTV Equipment at main sites and sub chested 7. The cost of currency recycling of removing soiled notes from circulation, currency shredding machines,
online Bricketing System (OBS) and equipment and the soiled notes management and reissuing 7. The cost of currency recycling of removing soiled notes from circulation, currency shredding machines,
online Bricketing System (OBS) and equipment and the soiled notes management and reissuing 4. Central Bank Digital Currency Model The access to a
CBDC does not imply that the central bank provides retail services to all holders of CBDC, and for simplicity,
the study assumes that only banks and NBFIs can trade CBDC directly with the central bank, while households
and firms use a new type of electronic money issuance from NBFI, which can be assumed as a CBDC exchange
that can be used to buy and sell CBDC in exchange for deposits. This is an alternative where individuals,
households and firms can directly trade CBDC with the central bank but this is not the main responsibility of the
central bank and the heavy lifting should be left to the commercial players for the central bank to concentrate on
its main mandate (BIS, 2021). Figure 2.4 below shows the two-tier CBDC model and how the variables interact
with each other. The main variables in this model include cash in circulation (CiC), internet penetration (IP),
mobile subscription rates (MS), narrow money (M0,M1), broad money (M2,M3) and the nominal exchange rate
(NER) for cross border transactions. Figure 3.4: Two-tier CBDC Model (Source: Authors Construct)
To simplify the exposition, the study assumes that banks and NBFIs do not themselves use the services of Figure 3.4: Two-tier CBDC Model (Source: Authors Construct) gu e 3. :
wo
e C
C
ode (Sou ce:
u
o s Co s uc )
To simplify the exposition, the study assumes that banks and NBFIs do not themselves use the services of g
simplify the exposition, the study assumes that banks and NBFIs do not themselves use the services of 7 Research Journal of Finance and Accounting
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ISSN 2222-1697 (Paper) ISSN 2222-2847 (Online)
Vol.13, No.16, 2022 www.iiste.org CBDC exchanges, given their direct access to the central bank and their ability to transact in wholesale debt
markets to acquire eligible collateral. CBDC account holders can trade CBDC among themselves, in exchange
for assets which might include bank deposits, goods and services. Banks, in addition to having CBDC accounts
are also likely to minimize CBDC holdings, have access to reserve accounts at the central bank, and no other
economic agents have access to reserve accounts. 4. Central Bank Digital Currency Model g
Research further shows that there is a growing body of literature studies on CBDC determinants and their
implications for payment systems, monetary policy implementation, and financial stability across the globe. Most notable is the study on the dynamic stochastic general equilibrium (DSGE) model which was used to study
the impact of Central Bank Digital Currencies (CBDCs) on the financial sector (Gross & Schiller,
2021),(Kumhof & Noone, 2021). Another study by (Barrdear, John; Kumhof, Michael, 2021) estimates that
CBDC issuance could increase GDP by as much as 3%, mostly by lowering the real interest rates of developing
economies like Zambia. Other recent papers have studied the implications of an interest-bearing CBDC in micro-
founded models of money and banking. This is a model where banks’ deposits in form of CBDC yield interest
and act as an incentive for the public to use formal banking services and increase the much-needed financial
inclusion and hence making the banking sector perfectly competitive (Todd & Sanches, 2018). The model also
shows that a CBDC crowds out bank intermediation according to literature by (Brunnermeiera & Niepelt, 2019)
which further argues that if the central bank can channel funds back to the commercial banks, CBDC does not
necessarily disintermediate banks as the interest-bearing CBDC may incentivize individuals keeping the CBDC
in commercial banks, unlike individual electronic wallets which should have limits on the amounts of CBDC
they should hold to avoid the risk of disintermediation. In another model with a monopoly bank, (Andolfatto,
2020) reviews that a CBDC could lead to more financial inclusion, a higher deposit rate, and more bank deposits. (Chiu, Davoodalhosseini, Jiang, & Zhu, 2019), further show that a CBDC could limit banks’ market power,
increasing the deposit rate, bank deposits, and bank lending. Quantitatively, the lending and output can be
increased up to 3.55% and 0.50%, respectively. In a model where independence of a central bank and scarcity of
assets backing bank deposits are considered, (Williamson S. , 2019) derives conditions under which an interest-
bearing CBDC can increase social welfare in a narrow banking arrangement. It is further argued by (Dong &
Xiao, 2021), that some forms of CBDC can help implement a negative interest rate which can boost economic
activity for a developing economy like Zambia by encouraging banks and other entities to lend or invest excess
funds rather than pay penalties on funds in bank accounts. 4. Central Bank Digital Currency Model Literature from another paper by (Monnet & Keister,
2020) rightly argues that a CBDC can lead to less bank risk-taking and higher output and welfare and that CBDC
can provide the central bank with more information about the state of the commercial banks, thereby increasing
the effectiveness of the regulatory policy and improving financial stability. 5. Conclusion The study conducted a critical analytical review of the main determinant of Central Bank Digital Currency in
Zambia. The literature reviewed determinates of issuing CBDC that are driven by the need for efficient payment
systems platforms, stronger national defense against AML/CFT, non-discriminatory access to domestic financial
services and for the CBDC to mitigate the high cost of processing cash. The research further showed that a
decision to issue CBDC in a developing economy like Zambia could depend on these determinants. This critical
literature review considered published literature from working series papers from global standards-setting
organizations including the IMF, World Bank, WEF, ITU, ECB and many other international organizations. These determinants are applied to a developing jurisdiction like Zambia to ascertain the feasibility of a Central
Bank Digital currency. (2019). Big Tech in Finance - Opportunities and Risks,. Bank for International Settlement. Bank f
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https://openalex.org/W4221065171
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https://air.unimi.it/bitstream/2434/920913/2/Donation%20after%20Circulatory%20Death%20Liver%20Transplantation%20in%20Paediatric%20Recipients.pdf
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Donation after Circulatory Death Liver Transplantation in Paediatric Recipients
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Transplantology
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cc-by
| 9,210
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Citation: Parente, A.; Tirotta, F.;
Ronca, V.; Schlegel, A.; Muiesan, P. Donation after Circulatory Death
Liver Transplantation in Paediatric
Recipients. Transplantology 2022, 3,
91–102. https://doi.org/10.3390/
transplantology3010009 Keywords: paediatric liver transplant; donation after cardiac death; non-heart-beating donor Review
Donation after Circulatory Death Liver Transplantation in
Paediatric Recipients Alessandro Parente 1
, Fabio Tirotta 1, Vincenzo Ronca 1,2
, Andrea Schlegel 3,4,*,†
and Paolo Muiesan 3,*,† e 1
, Fabio Tirotta 1, Vincenzo Ronca 1,2
, Andrea Schlegel 3,4,*,†
and Paolo Muiesan 3,*,† Alessandro Parente 1
, Fabio Tirotta 1, Vincenzo Ronca 1,2
, Andrea Schlegel 3,4,*,†
and 1
Liver Unit, Queen Elizabeth Hospital, Birmingham B15 2TH, UK; aleparen@gmail.com (A.P.);
fabio.tirotta.chirurgia@gmail.com (F.T.); v.ronca@bham.ac.uk (V.R.) 1
Liver Unit, Queen Elizabeth Hospital, Birmingham B15 2TH, UK; aleparen@gmail.com (A.P.);
fabio.tirotta.chirurgia@gmail.com (F.T.); v.ronca@bham.ac.uk (V.R.) g
g
2
Centre for Liver and Gastrointestinal Research, Institute of Immunology and Immunotherap
U i
it
f Bi
i
h
Bi
i
h
B15 2TT UK Ce
e o
e
G s o
es
ese
c ,
s
e o
o ogy
o
e
p
University of Birmingham, Birmingham B15 2TT, UK y
g
g
3
General and Liver Transplant Surgery Unit, Fondazione IRCCS Ca’ Granda,
Ospedale Maggiore Policlinico and University of Milan, 20122 Milan, Italy p
gg
y
y
4
Swiss HPB and Transplant Center, Department of Visceral Surgery and Transplantation,
University Hospital Zurich, 8091 Zurich, Switzerland *
Correspondence: schlegel.andrea@outlook.de (A.S.); muiesan@ †
These authors contributed equally as senior authors. Abstract: Waiting list mortality together, with limited availability of organs, are one of the major
challenges in liver transplantation (LT). Especially in the paediatric population, another limiting
factor is the scarcity of transplantable liver grafts due to additional concerns regarding graft size
matching. In adults, donation after circulatory death (DCD) liver grafts have been used to expand
the donor pool with satisfactory results. Although several studies suggest that DCD livers could also
be used in paediatric recipients with good outcomes, their utilisation in children is still limited to a
small number of reports. Novel organ perfusion strategies could be used to improve organ quality
and help to increase the number of DCD grafts utilised for children. With the current manuscript, we
present the available literature of LT using DCD grafts in paediatric recipients, discussing current
challenges with the use of these livers in children and how machine perfusion technologies could be
of impact in the future.
2. DCD Liver Transplantation: Definitions and Overview of Current Literature The outcomes of a successful DCD transplantation, as opposed to donation after brain
death (DBD), rely on particular events occurring during the whole process of organ retrieval. In most countries, controlled DCD Maastricht category III is the most frequent form of
donation, where withdrawal of life-sustaining therapies (WLST) is planned in a controlled
environment. After WLST, the donor warm ischemia time (dWIT) starts and subsequently
the vital parameters drop until circulatory arrest. The no-touch period is variable between
countries [20]. After confirmation of death, donor surgery is commenced and organs
are retrieved. Defining dWIT is crucial as it has been shown to impact outcomes [5,21]. Recent guidelines developed from the International Liver Transplantation Society have
summarised the definitions of dWIT: (1) total dWIT is defined as time from donor WLST to
cold perfusion; (2) functional dWIT is defined as the timepoint where saturation (SpO2)
drops below 70% and/or mean arterial blood pressure (MAP) drops below <50 mm Hg until
the start of cold organ flush [22]. During the recent consensus conference in Venice, a new
uniform definition for functional dWIT was introduced, corresponding to the guidelines
practised in Spain, where this time starts at a saturation below 80% and a MAP below
60 mmHg [22] In the early reports, DCD livers have been linked to inferior long-term outcomes when
compared to DBD [23,24], related to donor risk, graft selection, management of recipients
and additional ischemic damage caused by dWIT [25]. Despite the general classification of DCD livers as marginal, the overall survival of
grafts and patients in adults have significantly improved over the past decades and appear
now comparable to DBD livers, provided donor and recipient risk factors are limited [7]. DCD liver transplantation is a common practice in the Western world, mainly in
the adult population. A recent report from the UNOS database showed a 10-fold lower
utilisation of DCD livers in paediatric recipients compared to adults [10]. This is related
to a more conservative approach in the donor selection for paediatric recipients with a
need for optimal grafts. A recent study has shown interesting data regarding paediatric
DCD liver procurement and utilisation [26], where the authors have analysed the Organ
Procurement and Transplantation Network (OPTN) and data set contained US recipients
undergoing transplantation of livers from DCD donors from 1993 to 2018. Some 17071 DCD
liver donors were identified. 1. Introduction Liver transplantation (LT) is the only effective treatment for end-stage liver disease
or fulminant liver failure. However, organ shortage is still one of the main challenges for
the transplant community worldwide, especially in the paediatric population, where the
disparity between the number of donors and recipients appears even higher compared
to adults. In fact, paediatric recipients, and in particular small children, face a unique
challenge in receiving organs due to the graft size mismatch [1]. In this context, it has been
shown that up to 30% of organs were declined based on size mismatch [1]. In the United
States (US), the mortality of paediatric recipients awaiting LT remains high, counting 1 in
10 infants and 1 in 20 older children [2]. Publisher’s Note: MDPI stays neutral
with regard to jurisdictional claims in
published maps and institutional affil-
iations. In response to the increasing number of listed candidates and the growing demand
for available grafts, donation after circulatory death (DCD) has been pursued during
the last decades to recruit more organs, particularly in adult recipients. Indeed, in some
countries, including Spain, the Netherlands and the UK, DCD transplantations are routinely
performed and account for up to 40% of overall donations [3,4]. However, DCD livers are
known to induce more complications, including primary non-function (PNF), acute kidney
injury (AKI) and biliary complications [5]. Despite the frequent utilisation of DCD livers in
adult recipients, their use in the paediatric population remains limited. Since the very first
cases performed by Starzl et al. in 1968 [6], with further encouraging reports in the early Copyright:
© 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article
distributed
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conditions of the Creative Commons
Attribution (CC BY) license (https://
creativecommons.org/licenses/by/
4.0/). https://www.mdpi.com/journal/transplantology Transplantology 2022, 3, 91–102. https://doi.org/10.3390/transplantology3010009 Transplantology 2022, 3 92 2000s [7], the experience with DCD grafts in paediatric recipients is controversial and the
literature is limited to a few case reports and small series [8–19]. 2000s [7], the experience with DCD grafts in paediatric recipients is controversial and the
literature is limited to a few case reports and small series [8–19]. p
With this article, we provide an overview of the currently available literature in
paediatric DCD liver transplantation and discuss future directions. 2. DCD Liver Transplantation: Definitions and Overview of Current Literature Groups were divided into paediatric aged 0–12 years (n = 856,
5%) and adolescent aged 13–17 years (n = 757, 4.4%), which were compared to donors
aged 18–40 years (n = 6504, 38.1%). Overall, there were 7293 (42.7%) livers recovered
with a total of 5124 (30%) DCD livers transplanted. With a thorough analysis, they have
demonstrated that paediatric DCD allografts were retrieved at a significantly lower rate
(n = 234/856, 27.3%) compared to donors aged 18–40 (3664/6504, 56.3%), but once procured,
these paediatric organs are transplanted at a similar rate to those from the 18–40-year-old
cohort. Interestingly, the highest rate of recovery was recorded in the 13–17-year-old group
(n = 486/757, 64.2%). The authors argued that this could be related to the misperception of
poor outcomes when smaller organs are transplanted. However, they have shown that the
10-year relative risks for graft failure and patient death were similar between paediatric
and adult DCD donors. The authors concluded that paediatric DCD liver grafts could be
an underestimated source of viable organs. 3. Paediatric Liver Transplantation from Donation after Circulatory Death Donors:
The US Experience 3. Paediatric Liver Transplantation from Donation after Circulatory Death Donors:
The US Experience 3. Paediatric Liver Transplantation from Donation after Circulatory Death Donors:
The US Experience The authors flushed the biliary tree during
organ procurement with preservation solution and injected tissue plasminogen activator
(TPA) into the donor hepatic artery during the back table procedure to decrease the rates of
biliary complications. Additionally, no retransplantations or major complications, including
vascular thrombosis, PNF or ischemic cholangiopathy (IC) were reported. However, one
DCD and three DBD recipients experienced anastomotic biliary strictures. The authors
explained their excellent outcomes with a strict donor selection, and a minimised CIT,
which was kept as low as 300 min. Of note, the median PELD score of the DCD recipient
was higher compared to the DBD group. This trend towards sicker recipients could have
played a role in the DCD graft selection within the strict criteria identified by the authors,
in order to minimise additional risk factors. This growing experience with the utilisation of DCD liver grafts has been recently
reported by other authors from the US [10]. Hwang et al. presented an update of the
UNOS data on paediatric DCD LT between 1993 and 2017. The entire paediatric cohort of
11646 recipients included 57 (0.49%) transplantations with controlled DCD livers. Living
donors were excluded from the analysis. Only three grafts were left lateral segments
(5.26%), whereas 54 (94.74%) were whole grafts. Comparing the two cohorts of DCD and
DBD livers, some risk parameters appeared different. In fact, DCD recipients were older
(7.7 vs. 5.2 years) and with a significantly higher BMI (20.4 vs. 18.3 kg/m2), when compared
to DBD recipients. Additionally, DCD recipients were more often on ventilatory support. The most common indications for transplantation were biliary atresia (21% in the DCD
group, 28% in the DBD group) followed by acute hepatic necrosis (19% in the DCD group,
10% in the DBD group). There were no significant differences regarding donor parameters,
including age, BMI or CIT. The graft survival was comparable in the two groups with
similar rates of PNF (3.5% DCD vs. 4.2% DBD), vascular thrombosis (7% DCD vs. 4.4%
DBD), biliary complications (0% DCD vs. 1.3% DBD) and acute rejection (3.5% DCD vs. 1.6% DBD). Interestingly, patient survival in the DCD group was superior compared to the
DBD group (p < 0.05). The authors have further demonstrated a significantly better graft
survival in paediatric DCD liver recipients compared to the adult DCD cohort (p < 0.05). 3. Paediatric Liver Transplantation from Donation after Circulatory Death Donors:
The US Experience In the US, there were 57 cases described in three studies overall. Abt et al. analysed
almost 5000 paediatric LT, performed between 1995 and 2005 and provided the first compre- Transplantology 2022, 3 93 hensive report of DCD grafts in paediatric recipients [8]. Importantly, only 19 livers from
the overall cohort of 4991 (0.4%) were DCDs transplanted in children. Most grafts (84.2%)
were procured from donors younger than 18 years. The mean donor warm ischemia time
(dWIT) was 11.6 min, and the mean cold ischemia time (CIT) was 8.1 h [8]. Of note, the
exact definition of dWIT is not further mentioned in the manuscript. The authors reported
three graft failures, including one PNF (5.3%) and two retransplantations (10.5%) in the
DCD group, but the causes were not disclosed in the manuscript [8]. The overall results of
DCD and DBD liver transplants were comparable. One-year graft survival in DCD and
DBD grafts was 89.2% and 75.6%, respectively. Over the prolonged follow-up of 5 years,
graft survival rates were 65.8% in DBD and 79.3% in DCD transplantation. The authors
concluded that, despite the small numbers of DCD livers used for paediatric recipients
with accurate selection the results were comparable to DBD livers (Table 1). p
(
)
In 2014, authors from the University of California Los Angeles (UCLA) compared
the outcomes of paediatric DCD liver recipients with primary DBD liver transplants in a
single center matched analysis [9]. Recipients who received partial grafts or multiorgan
transplants were excluded. The DCD selection criteria were strict, with donor age < 45 years,
Body-Mass-Index (BMI) < 30 kg/m2, CIT < 8 h, donor hospital stay <5 days, serum
transaminase levels less than twice the normal range and a total dWIT < 30 min. The
median total dWIT and median CIT were 24 and 300 min, respectively. While most
recipient characteristics were similar among the groups, the median paediatric end-stage
liver disease (PELD) score was 19 points for the DCD group and 11 points in DBD recipients
(p = 0.48). The most common indications were biliary atresia, acute liver failure, neonatal
hepatitis and malignant neoplasms. Importantly, at a prolonged follow-up of 10-years, none
of the grafts or patients was lost in both groups. 3. Paediatric Liver Transplantation from Donation after Circulatory Death Donors:
The US Experience Such findings were based on the selective donor acceptance in line with the paediatric
recipients (Table 1). Transplantology 2022, 3 94 Table 1. Summary of all reported cases of paediatric LT with DCD grafts. Results are presented in mean deviation standard or median and IQR, based on how each
study reported. Author and Year
Country
Donor Age (yr)
Total dWIT
(min)
Functional
dWIT (min)
CIT (h)
Graft Type
Recipient
Number
Recipient Age
Recipient
Gender
Complications
Status at Last FU
Abt 2006
US
12.2 (14.4)
11.6 (5.3)
NA
8.1
Whole
19
8.7 yr
12M/7F
2 re-LT
1 PNF
NA
Muiesan 2006
Bartlett 2010
UK
23 (10–64)
NA
16 (11–29)
7 (5.5–8.4)
4: whole
8: reduced
1: split LLS
1: auxiliary
14
7 yr (8 mo–16 yr)
7M/7F
2 pleural effusion
1 sepsis
4 ACR
2 ductopenic rejection
100% survival
Perera 2009
Gozzini 2010
Gelas 2012
UK
14.2 (11–20)
NA
15 (10–22)
7.4 (6–8.4)
2: Whole
5: reduced
7
6 (0.1–15) yr
2M/5F
4: ACR
3: IC
1: CR
100% survival
Hong 2014
US
2.4 (0.3–6)
24
NA
5 (4–7)
Whole
7
28.4 mo
(9.6–59.2)
3M/4F
1 AS
100% survival
Van Rijn 2017
Netherlands
5 (3–9)
25 (20–31)
NA
8 (7–9)
Whole
3
8.6 (6–13) yr
NA
2 HAT
1 PVT
66% survival
33% death
Hwang 2018
US
11.2 ± 12.3
16.9 ± 6.8
NA
7.9 ± 5.2
54: whole
3: LLS
57
7.7 ± 6.8
NA
4 vascular thrombosis
2 ACR
2 PNF
1 CR
75% graft survival at
4 years
Liu 2018
China
NA
5
NA
7.5
Whole
4
4.5 yr
2M/2F
1 NASH
1 Biloma
1 EBV infection
100% survival
Werner 2019
Netherlands
13
34
NA
6.4 h + 2 h HMP
Whole
1
16
F
Relaparotomy for
bleeding
100% survival
ACR: acute cellular rejection; AS: anastomotic stricture; CIT: cold ischemia time; CR: chronic rejection; DCD: donation after circulatory death; dWIT: donor warm ischemia time; HAT:
hepatic artery thrombosis; HMP: hypothermic machine perfusion; IC: ischemic cholangiopathy; LLS: left lateral segment; LT: liver transplantation; Mo: months; NA: not available; NASH:
non-alcoholic steatohepatitis; PNF: primary non-function; PVT: portal vein thrombosis. Yr: years. Definition of dWIT: in the reports from the US and the Netherlands it was defined as
total dWIT, from withdrawal of life-sustaining therapies until the time of aortic perfusion with cold preservation solution. 4. Paediatric Liver Transplantation from Donation after Circulatory Death Donors:
The European Experience In Europe, there have been seven studies reporting a total of 25 cases. The first
paediatric DCD liver transplantation was reported by Muiesan et al. in 2003 [11], from
King’s College Hospital, UK. The authors retrieved a liver from a 27-year-old controlled
DCD donor with the super-rapid technique [12]. The functional dWIT, defined as the
interval between systolic blood pressure <50 mmHg and the time of aortic perfusion with
cold preservation solution, was 21 min. The liver was reduced ex-situ obtaining a right-lobe
auxiliary graft, which was implanted after performing an extended right hepatectomy
in the recipient. The indication for this auxiliary transplantation with a DCD liver was
an acute liver failure. The CIT was 8.8 h and the outcome was excellent after 2 months
of follow-up. p
Three years later, the same group reported a case series of seven paediatric transplants
from controlled DCD Maastricht category III donors [13]. The functional dWIT was 14.6 min
(range 11–18) and the CIT was kept below 8 h (mean CIT: 7.3 h, range 6.2–8.8). The graft
types included four reduced and one left lateral segment (LLS), one left lobe and the above-
mentioned extended auxiliary right graft (segments IV to VIII). At a mean follow-up of
20 months [10–36], patient and graft survival rates were 100% [12]. The same group updated
the case series in 2010, showing the outcomes of 14 children in total [13]. All DCD donors
were in the controlled Maastricht III category, with a median fuctional dWIT of 15 min (IQR:
10–29 min) and a median CIT of 7 h (IQR: 5.5–8.4 h). The most common recipient diagnoses
were extrahepatic biliary atresia, acute liver failure, factor VII deficiency, and neonatal
sclerosing cholangitis. Four livers were whole organs, eight grafts were reduced (7 LLS
and 1 left lobe), one liver was a formal LLS split and one was the previously mentioned
auxiliary partial orthotopic graft. Some early post-operative complications were reported,
which included pleural effusion (n = 2), sepsis (n = 2), wound infection (n = 1) and a frontal
intracerebral haematoma following preoperative insertion of an intra-cranial pressure
monitor. Long-term complications included ductopenic rejection in two recipients and
sirolimus-related chronic hypoalbuminemia in one recipient. Remarkably, after a median
follow-up of three years, the overall survival was 100% and there were no vascular or
biliary complications [14]. 4. Paediatric Liver Transplantation from Donation after Circulatory Death Donors:
The European Experience The reasons for this success were attributed to the strict donor
selection, with a short functional dWIT (kept <30 min), a short CIT (<8 h) and a rapid donor
liver procurement with extensive flush of the biliary tree by an experienced team [27]. p
y
y
p
Subsequently, three reports from Birmingham, UK, showed the results of seven chil-
dren transplanted with DCD livers. In their first series presented in 2009, two DCD grafts
were reduced for two children with acute liver failure, at the age of 10 weeks and 6 years. Both patients had a good recovery. However, the first recipient experienced mild cholestasis
after 6 months, whereas the second was affected by multiple intra-hepatic strictures three
years after transplantation [15]. Consequently, the same group described four additional
cases, where graft and patient survival, with a mean follow-up of 19 months, was 100%. One child was treated for two episodes of acute rejection and two children developed mild
ischemic cholangiopathy, treated conservatively [16]. In 2012, a neonate with acute liver
failure due to hemochromatosis was transplanted with an ABO-incompatible reduced-size
DCD graft [17]. The authors explained the success of this transplant case with the strict
donor selection and limitation of functional dWIT and CIT to less than 30 min and <8 h [17]. In 2017, a study from the Netherlands [18] described the long-term outcome after
transplantation of 20 livers, procured from controlled paediatric DCD donors. Three grafts
(15%) were transplanted in paediatric recipients. Unfortunately, all three paediatric DCD
recipients were lost due to vascular complications. Two recipients developed a hepatic
artery thrombosis and one had a portal vein thrombosis. Of note, the donor risk was higher
with longer functional dWIT (24 min) and CIT (8 h) when compared to the British and
American series presented earlier [9–11,13]. p
y
y
p
Subsequently, three reports from Birmingham, UK, showed the results of seven chil-
dren transplanted with DCD livers. In their first series presented in 2009, two DCD grafts
were reduced for two children with acute liver failure, at the age of 10 weeks and 6 years. Both patients had a good recovery. However, the first recipient experienced mild cholestasis
after 6 months, whereas the second was affected by multiple intra-hepatic strictures three
years after transplantation [15]. Consequently, the same group described four additional
cases, where graft and patient survival, with a mean follow-up of 19 months, was 100%. 3. Paediatric Liver Transplantation from Donation after Circulatory Death Donors:
The US Experience In the UK reports, functional dWIT was defined as the interval
between systolic blood pressure < 50 mmHg and the time of aortic perfusion with cold preservation solution. The single report from China did not specify a definition of dWIT. with DCD grafts. Results are presented in mean deviation standard or median and IQR, based on how each ACR: acute cellular rejection; AS: anastomotic stricture; CIT: cold ischemia time; CR: chronic rejection; DCD: donation after circulatory death; dWIT: donor warm ischemia time; HAT:
hepatic artery thrombosis; HMP: hypothermic machine perfusion; IC: ischemic cholangiopathy; LLS: left lateral segment; LT: liver transplantation; Mo: months; NA: not available; NASH:
non-alcoholic steatohepatitis; PNF: primary non-function; PVT: portal vein thrombosis. Yr: years. Definition of dWIT: in the reports from the US and the Netherlands it was defined as
total dWIT, from withdrawal of life-sustaining therapies until the time of aortic perfusion with cold preservation solution. In the UK reports, functional dWIT was defined as the interval
between systolic blood pressure < 50 mmHg and the time of aortic perfusion with cold preservation solution. The single report from China did not specify a definition of dWIT. ACR: acute cellular rejection; AS: anastomotic stricture; CIT: cold ischemia time; CR: chronic rejection; DCD: donation after circulatory death; dWIT: donor warm ischemia time; HAT:
hepatic artery thrombosis; HMP: hypothermic machine perfusion; IC: ischemic cholangiopathy; LLS: left lateral segment; LT: liver transplantation; Mo: months; NA: not available; NASH:
non-alcoholic steatohepatitis; PNF: primary non-function; PVT: portal vein thrombosis. Yr: years. Definition of dWIT: in the reports from the US and the Netherlands it was defined as
total dWIT, from withdrawal of life-sustaining therapies until the time of aortic perfusion with cold preservation solution. In the UK reports, functional dWIT was defined as the interval
between systolic blood pressure < 50 mmHg and the time of aortic perfusion with cold preservation solution. The single report from China did not specify a definition of dWIT. Transplantology 2022, 3 95 6. DCD Liver Transplantation: Overview on Risk Scores and Benchmarking There are several scores that have been developed in LT based on a relatively limited
number of parameters, and they express the total risk up to a risk threshold [28–31]. However, their applicability in DCD liver transplants is limited, as they include the variable
DCD as overall risk factors without considering some key parameters involved in the DCD
injury, e.g., dWIT. j
y
g
In 2011, authors from UCLA [32] identified six multivariate factors predictive for
graft failure in DCD livers, three from the recipients (diagnosis of hepatitis C virus with
malignancy, non–hepatitis C virus with malignancy, or hepatitis C virus only, re-graft, and
BMI > 30 and three from the donors (hepatitis B core antibody positivity, mean arterial
pressure lower than 60 mm Hg for longer than 20 min after WLST and CIT > 6 h). The team from Kings College has identified among 261 DCD LT six donor, graft and
recipient factors to predict DCD graft failure by the DCD-RI. The score also included
18 (6.9%) paediatric DCD donors and 15 (5.7%) DCD paediatric recipients as there was no
difference in adult and paediatric DCD graft survival. The DCD-RI combined functional
dWIT, duration of donor hepatectomy, MELD > 25, CIT, indication for transplantation
and retransplantation [33]. According to the calculated DCD-RI score, three risk classes
could be defined of low (DCD-RI < 1), standard (DCD-RI 2–4) and high risk (DCD-RI > 5)
having graft survival at 5 years of 86%, 78% and 34%, respectively. However, it needs to
be highlighted that the DCD cases were not equally distributed to the three risk classes of
this score. The UK-DCD-Risk score was recently developed to define futile donor-recipient
combinations in DCD liver transplantation [34]. Seven parameters (donor age, donor BMI,
functional dWIT, CIT, recipient age, recipient MELD and retransplantation) have been
found to correlate with graft survival. Although most parameters in the UK-DCD-Risk
score are the clinically relevant factors, also described in the paediatric DCD population,
the specific role of this model in this recipient category remains unexplored. In addition to
the identification of futile DCD constellations, the best possible outcome is of importance to
assess the impact of novel treatment modalities. In this context, the tool of Benchmarking
was recently developed for DCD liver transplantation. 4. Paediatric Liver Transplantation from Donation after Circulatory Death Donors:
The European Experience One child was treated for two episodes of acute rejection and two children developed mild
ischemic cholangiopathy, treated conservatively [16]. In 2012, a neonate with acute liver
failure due to hemochromatosis was transplanted with an ABO-incompatible reduced-size
DCD graft [17]. The authors explained the success of this transplant case with the strict
donor selection and limitation of functional dWIT and CIT to less than 30 min and <8 h [17]. In 2017, a study from the Netherlands [18] described the long-term outcome after
transplantation of 20 livers, procured from controlled paediatric DCD donors. Three grafts
(15%) were transplanted in paediatric recipients. Unfortunately, all three paediatric DCD
recipients were lost due to vascular complications. Two recipients developed a hepatic
artery thrombosis and one had a portal vein thrombosis. Of note, the donor risk was higher
with longer functional dWIT (24 min) and CIT (8 h) when compared to the British and
American series presented earlier [9–11,13]. Transplantology 2022, 3 96 5. Paediatric Liver Transplantation from Donation after Circulatory Death Donors:
The Chinese Experience Lately, a case series has been published by authors from China [19]. Five children
affected by progressive familial intrahepatic cholestasis underwent LT, four received a
whole DCD graft and one a DBD liver. The CIT ranged from 370 to 550 min with a very
short dWIT of 5 min, where the type of dWIT was not further specified. One of the DCD
recipients developed an ischemic cholangiopathy with the clinical picture of recurrent
cholangitis with biloma [19]. None of the patients or grafts were lost during the follow-up
period of two years [19]. 7. The Potential Role of Machine Perfusion in DCD Liver Transplantation for
Paediatric Recipients Machine perfusion has gained wide interest during the last decades. In adult LT, there
is evidence that the different perfusion techniques have an impact on the rate of early
allograft dysfunction (EAD), post-transplant complications and graft survival [35–37]. In
the setting of DCD liver transplantation, hypothermic oxygenated perfusion (HOPE) was
shown to protect recipients from the development of overall and liver-specific compli-
cations, including ischemic cholangiopathy and graft loss [38–42]. Van Rijn et al. have
recently demonstrated in the first randomised controlled trial (RCT) a significant reduction
in ischemic cholangiopathy with a two-hour dual HOPE in DCD liver grafts [43]. In 2019, the Groningen group [44] published the first case of paediatric DCD liver
transplantation with the HOPE technique. A graft from a 13-year-old DCD donor was
retrieved with the super rapid technique, having a total dWIT (from withdrawal of life
support to in situ cold perfusion) of 34 min. Subsequently, after 6.4 h of CIT, the graft
underwent pressure-controlled dual HOPE using the Liver Assist (Organ Assist, Groningen,
The Netherlands) for 2 h. This DCD liver was used for a 16-year-old recipient affected
by progressive familial intrahepatic cholestasis type 2. The surgery was complicated by a
relaparotomy due to post-transplant bleeding on day 4. The further recovery and follow up
of the recipient were uneventful with no additional complications at the one-year follow-
up. Importantly, there were no clinical signs of vascular or biliary complications and a
routine liver biopsy was normal. This report showed that HOPE can be safely performed
in paediatric livers from DCD donors with successful outcomes. The hypothermic perfusion techniques were found to protect the recipients from
complications through mitochondrial protection [35,41–43,45,46]. In fact, the underlying
mechanism of protection through HOPE is directly linked to mitochondria. Cold oxygena-
tion of ischemic tissue reduces previously accumulated Succinate and recharges ATP. The
subsequent IRI—cascade of inflammation, which occurs once the organ undergoes nor-
mothermic reperfusion (either on a device or in vivo during implantation), is significantly
reduced [47]. Based on the reduced succinate concentration, the initial reoxygenation is
less toxic to mitochondrial complex I, which produces less reactive oxygen species (ROS),
which is the main instigator of downstream inflammation in the entire organ. As a direct
consequence, the release of danger signals, including mitochondrial DNA and damage-
associated mitochondrial patterns (DAMPs), is reduced [48–50]. 6. DCD Liver Transplantation: Overview on Risk Scores and Benchmarking Among 2219 controlled DCD LT, benchmark values were identified for the adult
transplant population as follows: PNF ≤2.5%, intensive care unit stay ≤3, in hospital
stays ≤16 days, post-operative bleeding ≤10.3%, renal replacement therapy ≤9.6%, any
complications ≤95%, ischemic cholangiopathy ≤16.8% anastomotic strictures ≤28.4%
biliary leak ≤8.3%, one-year graft loss ≤14.4%, retransplantation ≤6.9%, one-year mortal-
ity ≤9.6% [5]. Of note, paediatric LT from DCD donors reported today were found within
these values, particularly the donor risk (i.e., dWIT) was within 15 min asystolic and 30 min
total dWIT and also the main outcome parameters, for example, biliary complications and
graft survival [5]. The benchmark tool provides a large comparator cohort to assess the risk
and outcome accepted and achieved in a specific cohort. Transplantology 2022, 3 97 7. The Potential Role of Machine Perfusion in DCD Liver Transplantation for
Paediatric Recipients This leads to a reduced
activation of the innate immune system and decreases the inflammatory response in the
recipient. Morphological features of such HOPE protections are a reduced number of
biliary complications, a decreased graft stiffness with lower acute rejection rates and less
intrahepatic vascular resistance [50]. Particularly the rejection and vascular resistance
appears beneficial for paediatric grafts with their higher risk of vascular complications and
immune system activation. Such interesting mechanisms of protection of the liver graft
could pave the way for routine utilisation of HOPE in paediatric DCD and, as such, expand
the donor pool. p
In addition to ex situ preservation technologies, in situ normothermic regional per-
fusion (NRP) provided clinical evidence of adequate outcomes in adult LT with DCD
grafts [51–53] in terms of biliary complications and graft loss. Italy, Spain and France
procure DCD livers routinely with normothermic regional perfusion (NRP) in the donor. Such grafts are obtained based on the macroscopic appearance during 2–4 h of NRP, biopsy
results and the level of parameters of injury in circulating donor blood (liver enzymes and
lactates). Outcomes after transplantation of such adult DCD grafts appeared good with
very low IC rates, although the grafts are of better quality with shorter dWIT [5,51–53]. To date, no reports are available with regards to the utilisation of NRP in DCD livers for
paediatric recipients, but this option has been explored in DCD heart transplantation with
good outcomes. [54] g
Furthermore, machine perfusion could also promote paediatric LT allowing a split
transplantation. This interesting concept of splitting livers during machine perfusion Transplantology 2022, 3 98 was recently explored by different authors who demonstrated feasibility with both nor-
mothermic and hypothermic perfusion techniques [55–59]. Two case series [58,60] have
shown the feasibility of splitting liver grafts during HOPE. Spada et al. have reported a
mono-segmental (SII) split procedure during HOPE, which was successfully transplanted
in a 3.7 kg neonate with acute liver failure, whereas the extended right lobe was trans-
planted in a 9-year-old patient [57]. Unfortunately, the SII recipient developed a portal vein
thrombosis 2 weeks after LT and underwent re-transplantation. Thorne et al. reported a
classical splitting procedure with a successful transplant of LLS in a paediatric recipient [58]. Although both the grafts were retrieved from DBD, the procedure could potentially be
applied to DCD grafts, allowing an expansion of organ availability. 7. The Potential Role of Machine Perfusion in DCD Liver Transplantation for
Paediatric Recipients However, the liver
splitting process itself can release inflammatory cytokines as a result of the parenchyma
transection, as shown in experimental models [60,61], and this could potentially contribute
to an elevated inflammatory response in the recipient [60]. In this regard, machine perfu-
sion itself could be a compelling tool to mitigate and downregulate the recipient’s innate
immune response. However, such protection from post-transplant IRI and inflammation
has been demonstrated for the HOPE technique in the clinical setting and in experimental
models [43,49,50]. Recent advances in the optimisation of donor stability with extracorporeal membrane
oxygenation (ECMO), which is used to support cardiopulmonary failure, could represent
another important modality to expand the donor pool [62,63]. Although no cases of
livers donated from DCD donors supported by ECMO have been reported for paediatric
recipients, one DBD case was successfully transplanted [48]. In addition, the availability
of a mobile ECMO team could enable the use of this technology in smaller hospitals, as
recently demonstrated by authors in Spain [64]. 8. Summary and Future Perspective The overall number of paediatric DCD liver recipients remains limited with 86 cases
across four countries (Figure 1). Of note, the largest case series of 57 recipients [10] illus-
trates a survival comparable to DBD grafts. Additionally, all other case series reported
good outcomes with the loss of only one patient. The data shown in the literature and
summarised in this review underline that with meticulous donor selection, adequate out-
comes can be achieved with DCD grafts in paediatric recipients. The ideal DCD donor
is considered as young and healthy, with short dWIT (<30 min), and short CIT (<8 h),
good graft perfusion at procurement and rapid donor hepatectomy performed by an ex-
perienced donor surgeon to avoid additional liver injury through unnecessary prolonged
hepatectomy and delayed cooling. Indeed, throughout all reports, the mean or median
dWIT is less than 30 min, although it needs to be highlighted that the dWIT followed
heterogenous definitions throughout the here-discussed papers. Interestingly, although in a
small number of studies, split livers from DCD were used with success, the additional liver
transection may prolong the cold ischemia and the division of hepatocytes increases the
enzyme and cytokine release with potentially higher reperfusion injury or even systemic
inflammatory response syndrome (SIRS), similarly to features seen in patients who un-
derwent the Associating Liver Partition and Portal Vein Ligation for Staged Hepatectomy
(ALPPS) procedure [60,65]. p
We acknowledge that, due to the heterogeneity of the data reported across four
countries, it is difficult to recommend the routine utilisation of DCD grafts for children,
and this is further hampered by small numbers of cases. However, the use of a DCD graft
in children where no living donor is available and who cannot wait any longer can be a
lifesaving procedure. In summary, current literature suggests that DCD livers may be used in paediatric
recipients with satisfactory results, provided the overall risk is limited. With novel machine
perfusion technologies, the use of DCD could be extended even to split grafts, expanding
the donor pool and potentially decreasing waitlist mortality in the paediatric population. Presently, a cautious and strict donor selection seems to be the most important factor that Transplantology 2022, 3 99 99 can influence overall outcomes. With larger studies and more evidence available in the
future, the utilisation of DCD liver grafts for children will be increased. Presently, a cautious and strict donor selection seems to be the most important
Conflicts of Interest: The authors declare that there is no conflict of interest regarding the publication
of this article. Figure 1 Total number of DCD paediatric LT per reported countries
Figure 1. Total number of DCD paediatric LT per reported countries. Figure 1 Total number of DCD paediatric LT per reported countries
Figure 1. Total number of DCD paediatric LT per reported countries. We acknowledge that, due to the heterogeneity of the data reported across four coun-
tries, it is difficult to recommend the routine utilisation of DCD grafts for children, and
this is further hampered by small numbers of cases. However, the use of a DCD graft in
children where no living donor is available and who cannot wait any longer can be a life-
Author Contributions: A.P., A.S. and P.M. conceived the study; A.P. wrote the paper; A.P., F.T. and
V.R. collected and analysed the data; A.S. and P.M. critically revised the paper. All authors have read
and agreed to the published version of the manuscript. g
y
g
saving procedure. In summary current literature suggests that DCD livers may be used in paediatric
Funding: This research received no external funding. In summary, current literature suggests that DCD livers may be used in paediatric
recipients with satisfactory results, provided the overall risk is limited. With novel ma-
chine perfusion technologies, the use of DCD could be extended even to split grafts, ex-
panding the donor pool and potentially decreasing waitlist mortality in the paediatric
Acknowledgments: Figure 1 created with BioRender.com, accessed on 2 January 2022. The authors
have nothing to disclose and did not receive any specific funding dedicated to this work. y,
gg
y
p
recipients with satisfactory results, provided the overall risk is limited. With novel ma-
chine perfusion technologies, the use of DCD could be extended even to split grafts, ex-
panding the donor pool and potentially decreasing waitlist mortality in the paediatric
Acknowledgments: Figure 1 created with BioRender.com, accessed on 2 January 2022. The authors
have nothing to disclose and did not receive any specific funding dedicated to this work. panding the donor pool and potentially decreasing waitlist mortality in the paediatric
population. Presently, a cautious and strict donor selection seems to be the most important
Conflicts of Interest: The authors declare that there is no conflict of interest regarding the publication
of this article. panding the donor pool and potentially decreasing waitlist mortality in the paediatric
population. 8. Summary and Future Perspective temic inflammatory response syndrome (SIRS), similarly to features seen in patients who
underwent the Associating Liver Partition and Portal Vein Ligation for Staged Hepatec-
tomy (ALPPS) procedure [60,65]. can influence overall outcomes. With larger studies and more evidence available in the
future, the utilisation of DCD liver grafts for children will be increased. temic inflammatory response syndrome (SIRS), similarly to features seen in patients who
underwent the Associating Liver Partition and Portal Vein Ligation for Staged Hepatec-
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Body Mass Index
CIT
Cold Ischemia Time
DAMPs
Damage Associated Molecular Patterns
DBD
Donation after Brain Death
DCD
Donation after Cardiac Death
dWIT
Donor Warm Ischemia Time
ECMO
Extracorporeal membrane oxygenation
HMP
Hypothermic Machine Perfusion
HOPE
Hypothermic Oxygenated Liver Perfusion
IC
Ischemic Cholangiopathy
LLS
left lateral segment
LT
Liver Transplantation
NRP
Normothermic Regional Perfusion
PNF
Primary non-function
ROS
Reactive Oxygen Species
TPA
Tissue plasminogen activator
WIT
Warm Ischemia Time
WLST
Withdrawal of life-sustaining therapies
UNOS
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On the design of a DEA-based device to pot entially assist lower leg disorders: an analytical and FEM investigation accounting for nonlinearities of the leg and device deformations
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© 2015 Pourazadi et al. 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/publicdo-
main/zero/1.0/) applies to the data made available in this article, unless otherwise stated. RESEARCH Open Access On the design of a DEA‑based device
to potentially assist lower leg disorders: an
analytical and FEM investigation accounting
for nonlinearities of the leg and device
deformations Shahram Pourazadi, Sadegh Ahmadi and Carlo Menon* Shahram Pourazadi, Sadegh Ahmadi and Carlo Menon* *Correspondence:
cmenon@sfu.ca
MENRVA Group, School
of Engineering Science,
Faculty of Applied Science,
Simon Fraser University, 8888
University Drive, Burnaby, BC
V5A 1S6, Canada On the design of a DEA‑based device
to potentially assist lower leg disorders: an
analytical and FEM investigation accounting
for nonlinearities of the leg and device
deformations
Open Access
RESEARCH
Pourazadi et al. BioMed Eng OnLine (2015) 14:103
DOI 10.1186/s12938-015-0088-3 On the design of a DEA‑based device
to potentially assist lower leg disorders: an
analytical and FEM investigation accounting
for nonlinearities of the leg and device
deformations
Open Access
RESEARCH
Pourazadi et al. BioMed Eng OnLine (2015) 14:103
DOI 10.1186/s12938-015-0088-3 Pourazadi et al. BioMed Eng OnLine (2015) 14:103
DOI 10.1186/s12938-015-0088-3 Background Venous dysfunction in human lower extremities causes disorders that impact the life
quality of considerable amount of individuals. Disorders such as orthostatic hypoten-
sion, edema and deep vein thrombosis are closely tied to the venous system failure to
pump the blood back to the heart. Typically certain body mechanisms including vein
valve and muscle contraction help the blood return. Sometimes these mechanisms fail
to operate properly and lead to decrease in blood flow and an increase in blood volume
accumulated in the lower extremities. In particular, any malfunction in capillary filtra-
tion causes abnormal balance between blood in capillaries and fluids in interstitial tis-
sue. While standing, venous pressure in the lower leg increases which in turn results
in an increase of oncotic pressure. This results in greater pressure gradient in the capil-
laries and thus more filtration. An increase in filtration causes accumulation of more
fluid in interstitial tissue which results in edema [1]. Also, due to a higher compliance
of venous, veins inflate while standing and result in venous pooling. Venous pooling can
cause orthostatic intolerance and blood clots. It can also lead to chronic varicose veins,
in which the valve mechanism in veins does not operate properly and blood tends to
accumulate upstream. In order to prevent and cure these disorders, different methods have been suggested
[2]. The common way to treat venous pooling is to apply a compression to the lower
extremities [3]. Compression to the lower part of the leg mimics the natural muscle
contraction and helps blood return. It also increases the pressure of interstitial fluid
and decreases the superficial venous pressure. Thus, the leakage of fluids to intersti-
tial space is reduced [4]. In this regard, compression stocking (CS) is one of the recom-
mended devices that apply mechanical compressions to the lower leg area. CS reduces
venous hypertension and helps the leg muscle pump, which improves filtration, prevents
skin breakdown, and eventually results in reduction of edema and venous pooling [5,
6]. Another mechanical device that prevents these disorders is intermittent pneumatic
compression (IPC). IPC increases blood flow and improves blood return by simulating
normal leg muscle activity [7]. The efficacy of CSs has been questioned [8, 9] and IPCs
are typically bulky and therefore not suitable for ambulatory use. Dielectric elastomer
actuators (DEAs) are introduced as active compression bandages (ACBs) to address
the shortcomings of the previous devices [10]. Abstract The paper presents the actual pressure in the different regions of the calf
for different values of the ACB’s stretch ratio when it is either electrically activated or Page 2 of 18 Pourazadi et al. BioMed Eng OnLine (2015) 14:103 not activated, and when compliancy of the leg is either considered or not considered. For example, results of the performed simulation show that about 10 % variation in
compression in the ankle region is expected when the ACB initially applies 6 kPa and
the compressibility of the calf is first considered and then not considered. Such a varia-
tion reduces to 5 % when the initial pressure applied by the ACB reduced by half. Conclusions: Comparison with non-linear FEM simulations show that the analytical
models used in this work can closely estimate interaction between an active com-
pression bandage and a human calf. In addition, compliancy of the leg should not be
neglected when either designing a compression band or predicting the compressive
force it can exert. The methodology proposed in this work can be extended to other
types of elastic compression bandages and garments for biomedical applications. Keywords: Dielectric elastomer actuator, Active compression bandage, Lower leg
disorders Calf compliance Finite element modeling Keywords: Dielectric elastomer actuator, Active compression bandage, Lower leg
disorders, Calf compliance, Finite element modeling Abstract Background: One of the recommended treatments for disorders associated with the
lower extremity venous insufficiency is the application of external mechanical com-
pression. Compression stockings and elastic bandages are widely used for the purpose
of compression therapy and are usually designed to exert a specified value or range
of compression on the leg. However, the leg deforms under external compression,
which can lead to undesirable variations in the amount of compression applied by the
compression bandages. In this paper, the use of an active compression bandage (ACB),
whose compression can be regulated through an electrical signal, is investigated. The
ACB is based on the use of dielectric elastomer actuators. This paper specifically inves-
tigates, via both analytical and non-linear numerical simulations, the potential pressure
the ACB can apply when the compliancy of the human leg is taken into account. The
work underpins the need to account for the compressibility of the leg when designing
compression garments for lower extremity venous insufficiency. Methods: A mathematical model is used to simulate the volumetric change of a calf
when compressed. Suitable parameters for this calf model are selected from the litera-
ture where the calf, from ankle to knee, is divided into six different regions. An analyti-
cal electromechanical model of the ACB, which considers its compliancy as a function
of its pre-stretch and electricity applied, is used to predict the ACB’s behavior. Based on
these calf and ACB analytical models, a simulation is performed to investigate the inter-
action between the ACB and the human calf with and without an electrical stimulus
applied to the ACB. This simulation is validated by non-linear analysis performed using
a software based on the finite element method (FEM). In all simulations, the ACB’s elas-
tomer is stretched to a value in the range between 140 and 220 % of its initial length. Results: Using data from the literature, the human calf model, which is examined
n this work, has different compliancy in its different regions. For example, when a
28.5 mmHg (3.8 kPa) of external compression is applied to the entire calf, the ankle
shows a 3.7 % of volume change whereas the knee region undergoes a 2.7 % of vol-
ume change. Background In particular, DEAs can apply a variable Pourazadi et al. BioMed Eng OnLine (2015) 14:103 Page 3 of 18 (time-dependent) mechanical compression using an input electrical stimulus. Variable
compression was shown to be more efficient than a static compression in different stud-
ies [11, 12]. Moreover, DEAs are lightweight, portable and very fast with experimental
time responses as short as 2 ms [13]. DEAs are a category of electro-active polymers (EAPs) which have drawn much atten-
tion due to their simplicity, stability, fast response, high stretch ratio, high applicable
force, and low cost [14]. Numerous studies are presented in literature that discuss the
DEA applications and characterize them in various shapes and configuration such as
roll [14], planar [15], cylindrical [16] and spherical [17, 18] actuators. A simple DEA
unit consists of a dielectric elastomer that is sandwiched between a pair of compliant
electrodes. Once voltage bias is applied to the DEA electrodes, the dielectric elastomer
expands as a result of electrostatic Maxwell pressure across the dielectric. Considerable
actuation strains and energy densities are achieved with DEAs which makes them inter-
esting to be used for development of new emerging technologies [14]. The quantity of external compression is an important factor in treating the previously
mentioned disorders on the lower extremities. For instance, it was shown that an exter-
nal compression of 35–40 mmHg was required at the ankle to prevent edema in patients
with severe venous disease [19]. Also [20] suggested that in order to optimize the venous
flow in the lower leg, a graded compression of 18 mmHg at the ankle, 14 mmHg at mid-
calf, and 8 mmHg at the knee is required. Thus, the bandages used for compression ther-
apy should be designed to apply the proper range of compression. Typically, the amount
of pressure exerted by elastic bandages is a function of the calf geometry. In practice,
the calf is compressible and its volume and geometry change upon compression. Thus,
the amount of compression that elastic bandages exert differs depending on the volume
and shape of the calf. In this regard, Stenger et al. suggested that volumetric changes of
the leg should be considered prior to the design of elastic bandages [3].Therefore, it is
interesting to study and identify how profound the calf compressibility would affect the
behavior of the DEA bandage. Background In this paper, an analytical study and a numerical simulation based on the finite ele-
ment method (FEM) are proposed to simulate the interaction between the ACB and the
calf. The results of this study assist predicting how calf compressibility affects perfor-
mance of an ACB and the use of this technology in future clinical studies. Mechanical properties of the calf The human calf compresses upon application of pressure. The geometry and size of the
calf change considerably with the application of an external compression. The relation-
ship between changes in volume to changes in external pressure is often determined by
its compliance (C): (1)
C = δV
δP C = δV
δP (1) The compliance is a nonlinear function of external pressure and different regions of
the calf show different values. There are several works in the literature that studied and
measured the calf compliance with different methodologies [21–28]. The common clini-
cal method of calf compliance measurement is to apply external pressure proximal to the The compliance is a nonlinear function of external pressure and different regions of
the calf show different values. There are several works in the literature that studied and
measured the calf compliance with different methodologies [21–28]. The common clini-
cal method of calf compliance measurement is to apply external pressure proximal to the Pourazadi et al. BioMed Eng OnLine (2015) 14:103 Page 4 of 18 knee with congestion cuffs and then monitor the volume changes in the calf area using
plethysmography [21–25]. In this method it is assumed that the volume change in the
limb is equivalent to volume change of the underlying venous vessel. This assumption
however, is argued to be not very accurate [28]. Moreover, this method is believed to
not precisely predict the compliance of the calf as the external pressure is applied proxi-
mal to the knee and not to the calf itself. A more sophisticated method was however
used to accurately measure the calf compliance by monitoring cross sectional changes
of the calf under application of an external pressure to the calf area [27, 28]. Specifically
Thirsk et al. [28] proposed a procedure that removed possible artifacts, such as involun-
tary muscle contractions, from the measurements to obtain accurate measurements. In
that work, compliance was measured in six regions of the leg, from the ankle to the knee
(labeled as region 6 to 1 from now onward as it is shown in Fig. 1a, in 3 human subjects. The calf compliance was presented in the plots of calf cross sectional area change versus
external pressure change. In this work, the compliance data acquired by Thirsk et al. [28] was digitalized from
their published report. Analytical modeling of the DEA on a simulated human calf In this section, an analytical model of the cylindrical DEA [10, 16] is combined to the
model of the human calf described by (2). The total pressure applied by the ACB has two
components, the mechanical pressure which is the pressure resulting from the mechani-
cal stress in the ACB before actuating the ACB, and the actuation pressure, which is the
pressure variation after actuating the ACB. The ACB is assumed to be made out of a flat
DEA with length L [11]. This flat DEA can be bent to form a cylinder, whose external
radius is R =
L
2π. The ACB, consisting of this DEA cylinder, is stretched radially as it is
wrapped around the calf and the following stretch ratio λ can be used: (3)
= r
R = r
R (3) (3) where r is the deformed radius of the ACB when it conforms the calf. Since the geom-
etry of calf is conical, the ACB undergoes different stretch ratios along the height of the
calf. In the analytical modeling of this work, it was assumed that the conical geometry
of each calf region was consisted of small cylindrical geometries with finite height. The
simulation procedure, which is explained in this section, is done for each of these small
cylindrical geometries and the final values of radius and pressure was averaged over the
entire calf region. As the stretch ratio of the ACB changes the amount of compression
that is exerted on the calf is also changed. The amount of this compression is obtained
using the following equation [16]. (4)
Pm =
a
b
−µ1
α1 −−α1
+ µ2(α2 −−α2)
(2 −1)
d (4) where λa and λb are stretch ratios of inner and outer radii of the cylindrical DEA respec-
tively, and μ1, μ2, α1, α2 are the ogden parameters for the DEA material. As this com-
pression from the ACB is applied, the calf radius changes. Assuming Rc as the radius of
the undeformed calf (as shown in Fig. 2), λc is defined as the calf stretch ratio: where λa and λb are stretch ratios of inner and outer radii of the cylindrical DEA respec-
tively, and μ1, μ2, α1, α2 are the ogden parameters for the DEA material. As this com-
pression from the ACB is applied, the calf radius changes. Mechanical properties of the calf The values of percentage change in the cross section area of the
calf were divided by 2 to obtain the radial strain. This operation is considered to be a
valid conversion assuming a uniform geometrical shape of the calf cross section [29]. True stress–strain data points were calculated from the pressure-radius change data set
for each of the six regions of the calf. A curve fitting was then used to fit a best func-
tion for the relation between the true radial stress (P) in “Pa” on the calf and the true
radial strain (εr). The stress–strain curves for all calf regions are depicted in Fig. 1b. For
all regions the best fitted curves were found to be an exponential function of the form
presented in Eq. (2). The curves in Fig. 1b are continuation of curves that yield 0 strain
at 0 pressure, thus a single exponential term cannot accurately follow this behavior and
a second term was added in Eq. (2) to address this issue. The corresponding constant
parameters are provided in Table 1 (2)
εr = a · eb·P + c · ed·P. εr = a · eb·P + c · ed·P. (2) Fig. 1 Human calf. a Conical geometry of the calf and its six different regions. Each region is assumed to be
35 mm apart in height [28]. b Fitted curves to calf compliance data obtained from [28] at the calf’s different
regions Fig. 1 Human calf. a Conical geometry of the calf and its six different regions. Each region is assumed to be
35 mm apart in height [28]. b Fitted curves to calf compliance data obtained from [28] at the calf’s different
regions Page 5 of 18 Pourazadi et al. BioMed Eng OnLine (2015) 14:103 Table 1 Constant parameters of the calf compliance relation expressed in Eq. 1
Region
a
b
c
d
6
0.013392
7.898E−05
−0.01600
−0.001137
5
0.009989
4.967E−05
−0.01465
−0.001386
4
0.008678
7.532E−05
−0.00913
−0.000828
3
0.01373
3.492E−05
−0.01686
−0.001133
2
0.01188
5.511E−05
−0.01466
−0.001392
1
0.012223
2.731E−05
−0.01513
−0.001263 Table 1 Constant parameters of the calf compliance relation expressed in Eq. 1 Analytical modeling of the DEA on a simulated human calf Assuming Rc as the radius of
the undeformed calf (as shown in Fig. 2), λc is defined as the calf stretch ratio: (5)
c = r
Rc
= R
Rc
(6)
c = 1 −εr. (5)
c = r
Rc
= R
Rc c = r
Rc
= R
Rc (5) (6)
c = 1 −εr. c = 1 −εr. (6) Page 6 of 18 Pourazadi et al. BioMed Eng OnLine (2015) 14:103 Substituting Eq. (2) in Eq. (6) and using Eq. (5), the calf radius after application of Pm
can be obtained: Substituting Eq. (2) in Eq. (6) and using Eq. (5), the calf radius after application of Pm
can be obtained: (7)
r = Rc −Rc(aebPm + cedPm). r = Rc −Rc(aebPm + cedPm). (7) In order to find the equilibrium state for r and Pm, the set of coupled Eqs. (4) and (7)
should be solved. However, this set of equations is nonlinear and neither r nor Pm can be
written in terms of each other explicitly and a closed form analytical solution cannot be
obtained. Hence, an iterative procedure is used to solve Eqs. (4) and (7) for the final calf
radius r and external pressure Pm applied by ACB. In the first iteration of this procedure,
the calf is undeformed and the ACB is stretched to Rc. Using Eq. (4) a compression Pm
is obtained. Then using Eq. (7) a new calf radius r is calculated. In the next iteration the
Pm is again obtained using the new calf radius and consequently a newer calf radius is
calculated. These iterations are continued until the value of r changes less than 0.01 % of
the initial radius Rc. Once the bandage is wrapped and an equilibrium radius is reached for the calf and the
ACB, the actuation phase is modeled and analyzed. The actuation pressure is calculated
from the following equation [16]: (8)
Pa =
ε0εrV 2
2ln2(b/a)
b2 −a2
a2b2 . (8) As discussed earlier the total ACB pressure on the calf is composed of Pa and Pm and
is given by: As discussed earlier the total ACB pressure on the calf is composed of Pa and Pm and
is given by: (9)
Pt = Pm −Pa Pt = Pm −Pa (9) As it can be realized for Eq. (9), the ACB total pressure is reduced upon actuation. Analytical modeling of the DEA on a simulated human calf Thus, the radius of the calf is increased which in turn results in an increase of the ACB
mechanical pressure. So we need to solve Eqs. (7) and (9) in order to find the final equi-
librium state of the calf radius r and ACB total pressure Pt. Again, this set of equation is Unstretched DEA
R
r
RC
Stretched DEA on deformable calf
Undeformed calf cross section
Compressed and deformed calf cross section
Fig. 2 Changes of the ACB radius on compressible human calf r
RC
Stretched DEA on deformable calf
Undeformed calf cross section
section Compressed and deformed calf cross section Stretched DEA on deformable calf Unstretched DEA Fig. 2 Changes of the ACB radius on compressible human calf Pourazadi et al. BioMed Eng OnLine (2015) 14:103 Page 7 of 18 solved similar to the previously mentioned iterative procedure. The steps of this iterative
procedure are summarized in Fig. 3. The developed analytical model gives us the ability to predict the behavior of the ACB
on the flexible calf. Moreover, it provides us with a tool to design the ACB parameters
such that desired compressions on the lower leg can be achievable. Simulations by the
analytical model were carried out for the six regions of the calf and the results are dis-
cussed in the following sections. FEM analysis Finite element modeling showed promising results for cylindrical and conical DEA
geometries in the literature [10, 16]. Pourazadi et al. [10] used FEM to analyze the behav-
ior of the ACB on a lower human leg geometry. In that work, the calf was assumed to be
incompressible and the volume change effects in the lower leg region were neglected. However, the calf volume changes when external pressure is applied. To study the behav-
ior of ACB on the compressible human calf, ANSYS software (Ansys Mechanical APDL
2011 ANSYS Inc V14.0) was used. The ACB was originally modeled as a cylinder (as shown in Fig. 4) and a 2nd-order
Ogden model was used to approximate its hyperelastic behavior. Ogden parameters
from [10] were used. A truncated cone with specific dimensions (as shown in Fig. 4) was
modeled for each calf region. A total of six regions were studied. The cone height for all
regions was 35 mm. Every calf region had a different material property and required dif-
ferent nonlinear model parameters. A Hyper-elastic Response Function model was used
to model the calf material in each region. In this model, the material’s compressibility
is specified by d1 parameter—which is the inverse value of the bulk modulus. Further Fig. 3 Flowchart of the analytical modeling of the ACB on the flexible calf Fig. 3 Flowchart of the analytical modeling of the ACB on the flexible calf Page 8 of 18 Pourazadi et al. BioMed Eng OnLine (2015) 14:103 Fig. 4 Geometry of the calf and ACB in FEM simulations details of this material model, which is a built-in model in Ansys, can be found in Ansys
documentation [30]. After creating the ACB and calf regions in the model, a fine FEM mesh was needed
to be generated to obtain high-accuracy results. By selecting a finer mesh, although the
accuracy of results was improved, the simulation time was rapidly increased as well. Therefore, an optimum mesh size was needed to be determined to achieve accurate
results within a reasonable simulation time. As there was rotational symmetry for both
the ACB and the calf geometries, only 1/4th of the geometries were modeled (as seen in
Fig. 4). For the ACB, the geometry was meshed into 3 segments along the thickness, 15
segments along the circumference, and 20 segments along the height of the 1/4th cylin-
der. FEM analysis The calf geometry was also meshed into 18 × 18 × 20 segments respectively along
its radial, circumferential and axial directions. Also, a total of 300 contact elements and
360 target elements were used in the model. To include the electro-active properties of
the ACB in simulations, Solid226 (a higher order 3-D 20-node solid element with elec-
trostatic material option) was selected. Also, Solid186 (a higher order 3-D 20-node solid
element) was chosen for the calf geometry. For the contact areas of the ACB Conta174 (a
3-D 8-node surface-to-surface contact element) and for the calf’s contact area Targe170
(a 3-D target element) was used. Moreover, a frictionless contact was assumed between
the solid geometries. In reality, an ACB bandage is wrapped around the calf and then is actuated. To avoid
modeling a complicated contact problem and to reduce the calculation time, an alterna-
tive procedure which gave identical results was considered. The simulation steps were:
(1) the sides of the ACB were fixed (to keep the height constant at 35 mm) and the ACB
was stretched radially to the size of the largest radius of the calf region; (2) the stretched
ACB was then displaced to perfectly locate on the calf region; (3) the radial constraint
was removed to release the ACB and make contact with the calf region. The sides of both
the ACB and calf segment were kept fixed and the contact pressure and volume changes
were reported as outputs. The ratio of the average calf radius (mean of smaller and larger Pourazadi et al. BioMed Eng OnLine (2015) 14:103 Page 9 of 18 calf radii) to the initial ABC’s inner radius was defined as the stretch ratio (λ) which was
chosen to vary from 1.4 to 2.2 in this study; (4) the ACB was actuated by applying an
electrical potential difference of 11.3 kV between the top and bottom surfaces of the
ACB. The pressure difference and volume changes were the outputs of this step. Simula-
tion steps are shown in Fig. 5. In the FEM setup explained above, there were 900 ACB elements, 6480 calf elements,
and 660 contact elements. The total computation time for an ACB sample in contact
with the calf region 6 varied from 5.5 to 9.5 h for stretch ratios of 1.4 and 2.2, respec-
tively. FEM analysis It was found that the most time-consuming step is the 3rd step as the ACB makes
initial contact with the calf region. A desktop PC with AMD FX™-8350 eight-core
(4.7 GHz) processor and 16 GB of RAM was used. All CPU cores were fully utilized using
ANSYS High Performance Computing (HPC) feature. To study the effect of mesh size
on the accuracy of results, a second run was performed by selecting 4 × 20 × 25 = 2000
ACB elements, 20 × 20 × 25 = 10,000 calf elements, 500 contact elements, and 500
target elements. If the ACB sample was deformed to a stretch ratio of 2.2 the simula-
tion finished after 42.5 h and the mechanical pressure after a full contact in step 3 was
6091.2 Pa. However, the coarser mesh size that was selected originally gave a nearly sim-
ilar mechanical pressure, 6102.8 Pa. The relative error for such large pressures was less Fig. 5 Deformation plots showing the position of the ACB and the calf region at the end of each FEM load
step. a ACB is radially stretched to the maximum radius of the calf region; b ACB is positioned at the top of
the calf region; c ACB is released to make contact with the calf region. Deformation plot after electrically actu-
ating the ACB is similar to the plot c since the deformations after electrical actuation of the ACB is negligible. At each load step, wireframe lines show the geometries before deformation starts and solid shapes show the
deformed geometries Fig. 5 Deformation plots showing the position of the ACB and the calf region at the end of each FEM load
step. a ACB is radially stretched to the maximum radius of the calf region; b ACB is positioned at the top of
the calf region; c ACB is released to make contact with the calf region. Deformation plot after electrically actu-
ating the ACB is similar to the plot c since the deformations after electrical actuation of the ACB is negligible. At each load step, wireframe lines show the geometries before deformation starts and solid shapes show the
deformed geometries Fig. 5 Deformation plots showing the position of the ACB and the calf region at the end of each FEM load
step. Results and discussion Different sizes of ACBs were investigated to study the effect of the initial length of the
ACB and also cover a wide range of compressions on the calf. An ACB thickness of
1 mm with a dielectric constant of 7.41 was used for the simulations. Ogden parameters
similar to [10] were used to simulate the hyperelastic behavior of the elastomer. Also, the
ACB was actuated with 11.3 kV DC voltage for all simulations. The initial lengths of the bandage were determined in order for the ACB to undergo
a certain range of stretch ratio (i.e. 1.4–2.2) considering the non-deformed shape of the
calf. However, as discussed earlier, the calf deforms under compression and thus the
actual stretch ratio differs from the initial desired stretch ratio. In this work, the results
are presented in terms of the initial desired stretch ratio for better consistency. Table 2
shows the values of the ACB lengths for the different calf regions and initial stretch
ratios. The simulation results of the analytical and FEM modeling that were explained in
“Analytical modeling of the DEA on a simulated human calf” and “FEM analysis” are fol-
lowed in this section. Figure 6 shows the final volume of the different calf regions for dif-
ferent initial stretch ratios of the ACB after the ACB was wrapped and actuated. In this
figure, the analytical and FEM results are represented with solid lines and circle mark-
ers, respectively. The maximum relative difference between the analytical and the FEM
simulations is 2.4 % which is happening at region 6 for λ = 2.2. The detailed list of the
volumes is listed in Additional file 1. i
Figure 7 shows the relative change in the volume of the different calf regions (Ev),
defined by Eq. (10) versus different initial stretch ratios of the ACB. (10)
Ev = V0 −VA
V0
× 100 (10) where V0 is the initial calf volume and VA is the calf volume after wrapping and actuation
of the ACB that is given in Fig. 6. V0 is also plotted on the secondary axis of Fig. 7. The
analytical simulations in Fig. 7 suggest that after wrapping and actuating the ACB the
calf underwent a maximum of approximately 4.4 % volume change at the ankle region. FEM analysis a ACB is radially stretched to the maximum radius of the calf region; b ACB is positioned at the top of
the calf region; c ACB is released to make contact with the calf region. Deformation plot after electrically actu-
ating the ACB is similar to the plot c since the deformations after electrical actuation of the ACB is negligible. At each load step, wireframe lines show the geometries before deformation starts and solid shapes show the
deformed geometries Pourazadi et al. BioMed Eng OnLine (2015) 14:103 Page 10 of 18 than 0.19 % with coarser mesh size but the calculation time was about 4.5 times shorter. Therefore, the coarser mesh size was chosen and simulations were performed for five
different stretch ratios (range of 1.4–2.2 with 0.2 increments) and for all six calf regions. Results are discussed in the next section. Results and discussion where V0 is the initial calf volume and VA is the calf volume after wrapping and actuation
of the ACB that is given in Fig. 6. V0 is also plotted on the secondary axis of Fig. 7. The
analytical simulations in Fig. 7 suggest that after wrapping and actuating the ACB the
calf underwent a maximum of approximately 4.4 % volume change at the ankle region. Table 2 Initial ACB lengths in centimetre
Calf region \Stretch ratio
1.4
1.6
1.8
2
2.2
1
28.2
24.6
21.9
19.7
17.9
2
27.5
24.1
21.4
19.2
17.5
3
26.0
22.7
20.2
18.2
16.5
4
23.7
20.7
18.4
16.6
15.1
5
20.9
18.3
16.3
14.7
13.3
6
17.8
15.6
13.8
12.4
11.3 Table 2 Initial ACB lengths in centimetre Table 2 Initial ACB lengths in centimetre Page 11 of 18 Pourazadi et al. BioMed Eng OnLine (2015) 14:103 Fig. 6 Analytical (solid lines) and FEM (circle markers) results for volume variations in various regions of the calf
and different stretch ratios
Fig. 7 Relative change in the calf volume after wrapping and actuating the ACB. Each color represents a
stretch ratio. The secondary axis on the right hand side shows the calf region initial volume indicated by the
solid line with circle markers Fig. 6 Analytical (solid lines) and FEM (circle markers) results for volume variations in various regions of the calf
and different stretch ratios Fig. 6 Analytical (solid lines) and FEM (circle markers) results for volume variations in various regions of the calf
and different stretch ratios Fig. 7 Relative change in the calf volume after wrapping and actuating the ACB. Each color represents a
stretch ratio. The secondary axis on the right hand side shows the calf region initial volume indicated by the
solid line with circle markers Fig. 7 Relative change in the calf volume after wrapping and actuating the ACB. Each color represents a
stretch ratio. The secondary axis on the right hand side shows the calf region initial volume indicated by the
solid line with circle markers For a certain stretch ratio, the maximum relative volume change took place in region 6
while the minimum was in region 4. The effect of volume changes on the performance
of the DEA bandage is shown in Figs. 8, 9, 10, 11 and 12. Results and discussion Figure 8 shows the difference
between the FEM and the analytical simulations for the total pressure on regions 1 and
6 for the two cases of considering a volume change (VC) and no volume change (NVC). The maximum difference between results from the analytical and FEM methods is 2.9 %
at region 6 at λ = 1.4. The FEM simulation results shown in Figs. 6 and 8 verifies that the
analytical model can closely estimate the ACB behavior on the human calf. A table of
total pressure results is included in Additional file 2 for further reference. i
Figure 9 shows the analytical results for the total pressure in all calf regions and illus-
trates the effect of considering volume change (VC) on the total pressure of the ACB. In this figure, each column group represents a specific initial stretch ratio for all sec-
tions of the calf. For each column, the bottom stack represents the total pressure after Page 12 of 18 Pourazadi et al. BioMed Eng OnLine (2015) 14:103 0
20
40
60
80
100
120
0.0
1.0
2.0
3.0
4.0
5.0
6.0
7.0
1.4
1.5
1.6
1.7
1.8
1.9
2.0
2.1
2.2
Difference between analytical and FEM
results (Pa)
Pt (kPa)
λ
Region6-VC
Region6-NVC
Region1-VC
Region1-NVC
Error_VC6
Error-NVC6
Error-VC1
Error-NVC1
Fig. 8 FEM (circle markers) and analytical (solid lines) results of the total pressure for regions 1 and 6
Fig. 9 The ACB total pressure in all calf regions for different stretch ratios 0
20
40
60
80
100
120
0.0
1.0
2.0
3.0
4.0
5.0
6.0
7.0
1.4
1.5
1.6
1.7
1.8
1.9
2.0
2.1
2.2
Difference between analytical and FEM
results (Pa)
Pt (kPa)
λ
Region6-VC
Region6-NVC
Region1-VC
Region1-NVC
Error_VC6
Error-NVC6
Error-VC1
Error-NVC1
Fig. 8 FEM (circle markers) and analytical (solid lines) results of the total pressure for regions 1 and 6 Fig. 9 The ACB total pressure in all calf regions for different stretch ratios considering VC in the calf and the upper stack is the difference between considering VC
and no volume change (NVC) in the calf. Thus, the combined height of each column
represents the total pressure for the NVC case. Figure 9 shows that for a specific stretch
ratio, the total pressure increases as we move from the knee to the ankle. It also shows
that for a specific calf region the total pressure increases as the stretch ratio increases. Results and discussion However, the change in total pressure between the two cases of VC and NVC (shown by
the second stack in each column/yellow color) is not uniformly decreasing or increas-
ing and is a function of the compliance of the calf region. This change in total pressure
follows the same pattern as the relative volume change in Fig. 7. Since region 4 has the
lowest compliance (as shown in Fig. 1b), the change in total pressure is minimal for
this region. These changes in the total pressure are also illustrated in Fig. 10. For a con-
stant stretch ratio the change in total pressure is the lowest for region 4. The maximum considering VC in the calf and the upper stack is the difference between considering VC
and no volume change (NVC) in the calf. Thus, the combined height of each column
represents the total pressure for the NVC case. Figure 9 shows that for a specific stretch
ratio, the total pressure increases as we move from the knee to the ankle. It also shows
that for a specific calf region the total pressure increases as the stretch ratio increases. However, the change in total pressure between the two cases of VC and NVC (shown by
the second stack in each column/yellow color) is not uniformly decreasing or increas-
ing and is a function of the compliance of the calf region. This change in total pressure
follows the same pattern as the relative volume change in Fig. 7. Since region 4 has the
lowest compliance (as shown in Fig. 1b), the change in total pressure is minimal for
this region. These changes in the total pressure are also illustrated in Fig. 10. For a con-
stant stretch ratio the change in total pressure is the lowest for region 4. The maximum Page 13 of 18 Pourazadi et al. BioMed Eng OnLine (2015) 14:103 Fig. 10 Percentage of change in the ACB total pressure between the two cases of VC and NVC Fig. 10 Percentage of change in the ACB total pressure between the two cases of VC and NVC change in total pressure corresponds to the ankle (region 6) and a 2.2 stretch ratio with
9.7 % change. Results and discussion This results implies that if the volume change in the ankle is considered,
a total pressure of 5.82 kPa (43.6 mmHg) is achieved instead of 6.45 kPa (48.4 mmHg)
which corresponds to a 630 Pa (4.7 mmHg) reduction in the total pressure. After region
6, region 3 has the highest change in total pressure with 7.1 % of change. Fig. 11 Difference between actual and expected values in mechanical pressure as a result of calf compress-
ibility
Fig. 12 ACB actuation pressure for different calf regions Fig. 11 Difference between actual and expected values in mechanical pressure as a result of calf compress-
ibility Fig. 11 Difference between actual and expected values in mechanical pressure as a result of calf compress-
ibility change in total pressure corresponds to the ankle (region 6) and a 2.2 stretch ratio with
9.7 % change. This results implies that if the volume change in the ankle is considered,
a total pressure of 5.82 kPa (43.6 mmHg) is achieved instead of 6.45 kPa (48.4 mmHg)
which corresponds to a 630 Pa (4.7 mmHg) reduction in the total pressure. After region
6, region 3 has the highest change in total pressure with 7.1 % of change. Fig. 12 ACB actuation pressure for different calf regions Fig. 12 ACB actuation pressure for different calf regions change in total pressure corresponds to the ankle (region 6) and a 2.2 stretch ratio with
9.7 % change. This results implies that if the volume change in the ankle is considered,
a total pressure of 5.82 kPa (43.6 mmHg) is achieved instead of 6.45 kPa (48.4 mmHg)
which corresponds to a 630 Pa (4.7 mmHg) reduction in the total pressure. After region
6 region 3 has the highest change in total pressure with 7 1 % of change
Fig. 12 ACB actuation pressure for different calf regions change in total pressure corresponds to the ankle (region 6) and a 2.2 stretch ratio with
9.7 % change. This results implies that if the volume change in the ankle is considered,
a total pressure of 5.82 kPa (43.6 mmHg) is achieved instead of 6.45 kPa (48.4 mmHg)
which corresponds to a 630 Pa (4.7 mmHg) reduction in the total pressure. After region
6, region 3 has the highest change in total pressure with 7.1 % of change. Results and discussion change in total pressure corresponds to the ankle (region 6) and a 2.2 stretch ratio with
9.7 % change. This results implies that if the volume change in the ankle is considered,
a total pressure of 5.82 kPa (43.6 mmHg) is achieved instead of 6.45 kPa (48.4 mmHg)
which corresponds to a 630 Pa (4.7 mmHg) reduction in the total pressure. After region
6, region 3 has the highest change in total pressure with 7.1 % of change. Page 14 of 18 Pourazadi et al. BioMed Eng OnLine (2015) 14:103 As mentioned earlier, the amount of pressure that the ACB exerts before electri-
cal activation is denoted by mechanical pressure. The mechanical pressure of the ACB
increases as the stretch ratio of the ACB increases. Also this mechanical pressure gen-
erally increases as the radius of the calf reduces [10]. Thus for a specific stretch ratio
the amount of mechanical pressure is higher at the ankle section compared to other
regions of the calf. One of the important rationales for this study is demonstrated in
Fig. 11. Often the mechanical bandages are designed to provide a desired mechanical
pressure. However, in practice, the amount of mechanical pressure changes due to the
compressibility of the calf. In this case, the ACB can be stretched more to apply a higher
amount of pressure and counteract the effect of volume change. Figure 11 shows the
percent of change in actual mechanical pressure for a range of desired mechanical pres-
sures. For example if the bandage is designed to provide a desired mechanical pressure
of 4.90 kPa (36.8 mmHg) on the ankle, the actual mechanical pressure would be reduced
by 6.7 % which is equivalent to 330 Pa (2.5 mmHg), making the actual mechanical pres-
sure 4.57 kPa (34.3 mmHg). Variation of the actual compression from the desired com-
pression by elastic bandages is an important fact that can lead to improper treatment
of lower leg disorders [3]. Thus, it is proposed that the design mechanical pressure be
increased by the percentage suggested in Fig. 11 to compensate for compression varia-
tions due to the changes in the calf volume. In Fig. 12 the actuation pressure for the ACB, which is the pressure drop of the ACB
once activated with 11.3 kV voltage, is shown for different sections of the calf. Results and discussion A volt-
age of 11.3 kV was used in order to conduct a study consistent with [10]. As it was also
discussed in [10], the amount of activation pressure increased as the radius of the calf
was reduced. As shown in Fig. 12, the actuation pressure changed almost linearly with
respect to changes of stretch ratio. The maximum actuation pressure was 287.7 Pa
(2.2 mmHg) which corresponded to the ankle region. As mentioned earlier, applying a graded compression that reduces from ankle to knee
is one of the recommended treatments for disorders associated with lower leg blood
pooling [3]. One way to generate a compression that gradually reduces from ankle to
knee is by making independent ACB short modules with different sizes for different calf
sections. Each ACB module covers a single region of the calf and can be stretched inde-
pendently, allowing for various compression profiles along the calf. Figure 9 provides the
required stretch ratios that each ACB at each calf section should have in order to apply
a desired compression profile. In this modular design, each single module could be actu-
ated individually in order to generate an arbitrary variable compression such as peristal-
tic compression. This modular design, although challenging, provides a high degree of
freedom to cover a wide range of dynamic compression profiles. Future improvements and limitations This work investigated a recently proposed technology that potentially addresses some
of the disadvantages of current compression therapy devices for the lower leg disorders. It should be noted that the investigated technology is still in its early stage of develop-
ment, which justifies this study aimed at predicting the ACB behavior when a compress-
ible human calf is considered. Page 15 of 18 Pourazadi et al. BioMed Eng OnLine (2015) 14:103 The ACB faces some challenges and limitations that would need to be addressed in
future studies. Specifically, DEAs are generally actuated with high actuation, which
may pose limitations for use in wearable devices. The use of a stack of thin actuators
could be used to address this challenge, as voltage could drastically be reduced. The use
of a source not able to provide sufficient current to cause possible harm could also be
considered. Another aspect that should be considered is the prolonged use of ACB in contact
with the human skin. Future studies should investigate the use of a layer of anti-allergic,
breathable fabric laid at the interface between ACB and skin, which wicks away the skin
sweat and moisture. Such fabrics are currently used in available compression garments
[31]. The use of alternative materials for the ACB should also be studied.f Future studies should also consider the effect of the stress relaxation behavior of DEAs
and its implications in the use of active compression garments, such as the one investi-
gated in this work. It should in fact be noted that the stress relaxation in the ACB’s elas-
tomer may potentially present a considerable reduction in the mechanical compression
of the ACB over time. The amount of relaxation depends on the material of the elasto-
mer and is a function of time, temperature and stress/strain level. Typically, the level of
relaxation is very large and considerable in acrylic elastomers, however it is small par-
ticularly in silicone elastomers [14]. Typical acrylic elastomers show up to 500 % stress
reduction after settling time of about half an hour for stretch ratios as low as 1.5 [32]
while silicone elastomers can demonstrate less than 4 % stress reduction after settling
time of 2 h for stretch ratios up to 2 [33]. Thus, the level of stress relaxation must be
determined based on the material and the level of maximum stretch ratio used when
wearing the ACB. Future improvements and limitations Materials with low or negligible stress relaxation should be used in the
fabrication of the ACB to lessen the reduction of mechanical compression on the limb
due to the relaxation. For the prototype investigated in this work, Fig. 10 shows that the ACB total pressure
would reduce of around 4 % for a stretch ratio of 2 due to the sole calf compressibil-
ity. This amount of reduction in mechanical compression, as a result of the calf com-
pressibility, would be comparable to the 4 % reduction in compression due to the stress
relaxation [33]. Thus, it can be concluded that the effect of stress relaxation may consid-
erably affect the performance of the ACB. While future investigations should address
this aspect by investigating novel materials, simple pragmatic solutions could also be
implemented. For instance, the ACB could be stretched more than needed when initially
donned in order to compensate for the subsequent relaxation of the material. Alterna-
tively, the ACB could be embedded with a suitable tightening mechanism, such as the
Boa closure system [34]—this solution would enable the user to tighten the ACB when
needed to compensate for the compression reduction due to the relaxation. Conclusion In this paper the behavior of the active compression bandage (ACB) made out of dielec-
tric elastomer actuator (DEA) was studied on a simulated human leg. ACBs could poten-
tially be used in the treatment of different types of disorders associated with venous
pooling in lower extremities such as orthostatic hypotension and edema. External com-
pression on the lower leg helps balance the capillary filtration and venous return which Pourazadi et al. BioMed Eng OnLine (2015) 14:103 Page 16 of 18 in turn results in the reduction of venous pooling and normalizing the blood return. The literature suggests that a compression of 35–40 mmHg (4.67–5.33 kPa) at the ankle
is required to prevent edema in patients with varicose veins. Also a graded compres-
sion of 18 mmHg (2.40 kPa) at the ankle, 14 mmHg (1.87 kPa) at mid-calf and 8 mmHg
(1.07 kPa) at knee optimizes the blood flow in lower leg. l
Since the human calf is flexible and compressible, the size and shape of the calf
changes upon application of external compression. The literature was reviewed to obtain
a relation between external pressure and change in volume of the calf (i.e. compliance). Different methods were discussed in this regard and finally a model for the relation
between external compression and radial strain of the calf was developed based on [28]. This model was incorporated with analytical models available for the DEA. An iterative
process was used to solve the system of equations. Also an FEM model was developed
to simulate the contact problem between the ACB and the human calf. Results from the
FEM model were used to cross validate the analytical simulations. The maximum rela-
tive difference between the FEM and the analytical modeling was as low as 2.9 %. The
simulations demonstrated the values of the calf volume change under various compres-
sions on different calf regions. For example, the calf underwent a 4.4 % volume change
for an external pressure of 44 mmHg (5.82 kPa) at the ankle region. This change in vol-
ume can possibly be a considerable issue in analyzing stiff bandages with large young
modulus. In this paper it was shown that calf compressibility caused variations in the amount
of compression exerted by elastic bandages. Specifically, the actual amount of compres-
sion by elastic bandages is different from the expected value. Additional files Additional file 1. Final calf volume values in liter after wrapping and actuating the ACB. Additional file 2. Total pressure values in kPa from the simulations for different stretch ratios and different calf
regions. Conclusion In the case of using the
ACB, consideration of ankle flexibility resulted in approximately 9.7 % variations in the
total pressure of the ACB for a case when the initial mechanical pressure of the ACB
was 50 mmHg (6.70 kPa). However, results suggest that the effect of calf compressibil-
ity on the total pressure of the ACB was less than 5 % for initial mechanical pressures
of less than 23 mmHg (3.07 kPa), 24.5 mmHg (3.27 kPa) and 27.5 mmHg (3.67 kPa) at
the knee, mid-calf and ankle regions. Generally, the ACB with a specific value of stretch
ratio, exerted higher mechanical pressure and resulted in higher actuation pressure for
calf regions which had smaller sizes. The study in this work suggested that, the size and
the compressibility of the calf should be taken into account in order to create a suffi-
ciently accurate design of the elastic bandages that are supposed to exert a specific range
of compressions. Additional file 1. Final calf volume values in liter after wrapping and actuating the ACB.
Additional file 2. Total pressure values in kPa from the simulations for different stretch ratios and different calf
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The authors declare that they have no competing interests. Received: 21 February 2015 Accepted: 12 October 2015 Authors’ contributions SP conducted literature survey and extracted required data from literature, participated in design of the study, devel-
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and analysis, participated in discussions and drafting the manuscript. CM supervised and coordinated the project,
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31. Hoyos A, Prendergast P. Complications of high-definition body sculpting. Berlin: Springer; 2014. 32. Wissler M, Mazza E. Modeling and simulation of dielectric elastomer actuators. Smart Mater Struct. 2005;14:1396. 32. Wissler M, Mazza E. Modeling and simulation of dielectric elastomer actuators. Smart Mater Struct. 2005;14:1396. Page 18 of 18 Pourazadi et al. 33. Meunier L, Chagnon G, Favier D, Orgéas L, Vacher P. Mechanical experimental characterisation and numerical mod-
elling of an unfilled silicone rubber. Polym Test. 2008;27:765–77. Pourazadi et al. BioMed Eng OnLine (2015) 14:103 34. Boa closure system. http://www.boatechnology.com. References BioMed Eng OnLine (2015) 14:103 Submit your next manuscript to BioMed Central
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English
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The PET-derived tumor-to-blood standard uptake ratio (SUR) is superior to tumor SUV as a surrogate parameter of the metabolic rate of FDG
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EJNMMI research
| 2,013
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cc-by
| 6,759
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The PET-derived tumor-to-blood standard
uptake ratio (SUR) is superior to tumor SUV as
a surrogate parameter of the metabolic rate of
FDG Jörg van den Hoff1,2*†, Liane Oehme2, Georg Schramm1, Jens Maus1, Alexandr Lougovski1,
Jan Petr1, Bettina Beuthien-Baumann1,2 and Frank Hofheinz1† Abstract Results: For any fixed time point T at sufficiently late times post injection, the Patlak equation predicts a linear
correlation between SUR and Km under the following assumptions: (1) approximate shape invariance (but arbitrary
scale) of the AIF across scans/patients and (2) low variability of the apparent distribution volume Vr (the intercept of
the Patlak Plot). This prediction - and validity of the underlying assumptions - has been verified in the investigated
patient group. Replacing tumor SUVs by SURs does improve the linear correlation of the respective parameter with Km
from r = 0.61 to r = 0.98. Results: For any fixed time point T at sufficiently late times post injection, the Patlak equation predicts a linear
correlation between SUR and Km under the following assumptions: (1) approximate shape invariance (but arbitrary
scale) of the AIF across scans/patients and (2) low variability of the apparent distribution volume Vr (the intercept of
the Patlak Plot). This prediction - and validity of the underlying assumptions - has been verified in the investigated
patient group. Replacing tumor SUVs by SURs does improve the linear correlation of the respective parameter with Km
from r = 0.61 to r = 0.98. Conclusions: SUR is an easily measurable parameter that is highly correlated to Km. In this respect, it is clearly
superior to SUV. Therefore, SUR should be seriously considered as a drop-in replacement for SUV-based approaches. Keywords: SUV; Tumor-to-blood ratio; PET; PET/CT; Therapy response control; FDG © 2013 van den Hoff et al.; licensee Springer. 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. *Correspondence: j.van_den_hoff@hzdr.de
†Equal contributors
1PET Center, Institute of Radiopharmaceutical Cancer Research,
Helmholtz-Zentrum Dresden-Rossendorf, Dresden 01328, Germany
2Department of Nuclear Medicine, University Hospital Carl Gustav Carus,
Technische Universität Dresden, Dresden 01307, Germany Abstract Background: The standard uptake value (SUV) approach in oncological positron emission tomography has known
shortcomings, all of which affect the reliability of the SUV as a surrogate of the targeted quantity, the metabolic rate of
[18F]fluorodeoxyglucose (FDG), Km. Among the shortcomings are time dependence, susceptibility to errors in scanner
and dose calibration, insufficient correlation between systemic distribution volume and body weight, and,
consequentially, residual inter-study variability of the arterial input function (AIF) despite SUV normalization. Especially
the latter turns out to be a crucial factor adversely affecting the correlation between SUV and Km and causing
inter-study variations of tumor SUVs that do not reflect actual changes of the metabolic uptake rate. In this work, we
propose to replace tumor SUV by the tumor-to-blood standard uptake ratio (SUR) in order to distinctly improve the
linear correlation with Km. Methods: Assuming irreversible FDG kinetics, SUR can be expected to exhibit a much better linear correlation to Km
than SUV. The theoretical derivation for this prediction is given and evaluated in a group of nine patients with liver
metastases of colorectal cancer for which 15 fully dynamic investigations were available and Km could thus be derived
from conventional Patlak analysis. Methods: Assuming irreversible FDG kinetics, SUR can be expected to exhibit a much better linear correlation to Km
than SUV. The theoretical derivation for this prediction is given and evaluated in a group of nine patients with liver
metastases of colorectal cancer for which 15 fully dynamic investigations were available and Km could thus be derived
from conventional Patlak analysis. Results: For any fixed time point T at sufficiently late times post injection, the Patlak equation predicts a linear
correlation between SUR and Km under the following assumptions: (1) approximate shape invariance (but arbitrary
scale) of the AIF across scans/patients and (2) low variability of the apparent distribution volume Vr (the intercept of
the Patlak Plot). This prediction - and validity of the underlying assumptions - has been verified in the investigated
patient group. Replacing tumor SUVs by SURs does improve the linear correlation of the respective parameter with Km
from r = 0.61 to r = 0.98. van den Hoff et al. EJNMMI Research 2013, 3:77
http://www.ejnmmires.com/content/3/1/77 van den Hoff et al. EJNMMI Research 2013, 3:77
http://www.ejnmmires.com/content/3/1/77 Theory We start with the standard Patlak formula: ct(t)
ca(t) = Km ×
t
0 ca(s)ds
ca(t)
+ Vr
(1) (1) (1) where Km is the metabolic trapping rate and Vr is the so-
called apparent volume of distribution. This equation is
valid for times later than some time point t∗(typically t∗≈
15 to 20 min post injection (p.i.)). This equation is of course valid independent of the units
chosen to specify the tracer concentrations, but in the
following we view ct(t), ca(t) as being expressed in SUV
units. For the sake of argument, we further assume the
following: 1. All input functions exhibit a common shape ba(t),
i.e., are approximately shape invariant across all
considered investigations and only differ by an
investigation-specific scaling factor N: ca(t) ≈
N × ba(t) where N is measured in the same units as
ca and the shape function ba(t) is dimensionless. Taking into account that all SUV-based evaluations
require that the measurement time is strictly
standardized and denoting this fixed time point as T,
we choose the arbitrary normalization of ba(t) in
such a way that ba(T) = 1. The scaling factor N then
becomes identical to the blood concentration at the
chosen time point: N = ca(T). The SUV approach, on the other hand, has several
known shortcomings [10-12] all of which affect the relia-
bility of the SUV as a surrogate of Km (and the metabolic
rate of glucose consumption). The following are among
these shortcomings: Taking into account that all SUV-based evaluation • Time dependence of the SUV (requiring to strictly
standardize the time point after injection chosen for
imaging and evaluation), • Susceptibility to errors in scanner calibration, 2. Variability of the apparent volume of distribution, Vr,
is small for the considered tumor entity across all
considered investigations, and it can thus be taken to
be approximately constant: Vr ≈¯Vr = const. • Insufficient correlation between systemic distribution
volume and body weight (leading to variants of the
SUV approach using lean body mass (SUVlbm) [13] or
body surface area (SUVbsa) [14] for normalization),
and, consequentially, residual inter-study variability
of the arterial input function (AIF) despite SUV
normalization. van den Hoff et al. EJNMMI Research 2013, 3:77
http://www.ejnmmires.com/content/3/1/77 Page 2 of 8 Page 2 of 8 Background In this work, we propose to replace tumor SUVs by the
tumor-to-blood uptake ratio, called standard uptake ratio
(SUR), in the following: SUR can be expected on theoret-
ical grounds to exhibit a much better linear correlation to
Km than SUV. The derivation for this prediction is given
and evaluated in a group of nine patients with liver metas-
tases of colorectal cancer for which 15 fully dynamical
investigations were available and Km could thus be derived
from conventional Patlak analysis. g
Today, in the clinical oncological setting, the standard
uptake value (SUV, g/ml), defined as the tracer concentra-
tion at a certain time point normalized to injected dose
per unit body weight is essentially the only means for
quantitative evaluation of [18F]fluorodeoxyglucose (FDG)
positron emission tomography (PET). While it is per-
fectly possible to quantify the actually targeted parameter,
namely the absolute metabolic rate of glucose consump-
tion (or, rather, the rate of irreversible FDG accumulation,
Km), the conventional approaches such as the Patlak plot
[1,2] require to a varying degree dynamic imaging and
also determination of the full arterial input function both
of which requirements are not compatible with onco-
logical whole body imaging. For this reason, different
alternative approaches have been investigated in the past
which have tried to facilitate the quantification of Km in
order to make it more suitable for the oncological set-
ting [3-8]. However, none of these approaches have so far
gained widespread acceptance since they either rest on
quite restrictive assumptions and approximations or still
impose demands on data acquisition and evaluation that
are significantly higher than for SUV-based approaches. Recently, we have shown that a purely image-based quan-
tification of Km might be performed that only requires a
dual time point PET measurement [9]. This seems to con-
stitute the minimum requirement necessary to actually
determine this parameter. While such dual time point pro-
tocols could be considered acceptable for clinical routine,
they still do somewhat increase complexity of the work
flow and data evaluation and will probably only augment
but not replace static oncological imaging. Data evaluation The AIF was determined from a roughly cylindrical three-
dimensional (3D) region of interest (ROI) centered in
the aorta. To exclude partial volume effects, a concentric
safety margin of at least 1 cm was used in the transax-
ial plane. To compensate for the resulting small transaxial
diameter, the ROIs were extended axially (along the aorta)
for about 10 cm. This resulted in sufficiently large ROI
volumes (mean ± standard deviation 7.3 ± 1.8 cm3) and
ensured sufficiently high statistical accuracy of the derived
AIF values. Contrary to SUR, the tissue SUV itself (i.e., ct) would
only be related linearly to Km if the input functions - when
expressed in SUV units - were in fact completely identical
instead of only shape invariant across different investiga-
tions and target structures. This is directly obvious from
Equation 2 when multiplying both sides by ca: ct = SUV ≈AUC × Km + ¯Vr × ca
(4) (4) since now, both ca and the area under the input curve
would be required to assume investigation-independent
fixed values. This trivially is the case for intra-scan com-
parisons of different target structures but not at all for
inter-subject comparisons (or inter-scan comparisons of
the same patient). Actually, ca is known to exhibit substan-
tial variability across scans even when expressed in SUV
units [13]. Three-dimensional ROIs were defined in 22 lesions, and
the respective tissue response functions were computed. ROI definition was performed using the ROVER software
(ABX, Radeberg, Germany; [15,16]). Further data anal-
ysis was carried out using the R software for statistical
computing [17]. For all 22 lesions, Km was derived from conventional
Patlak analysis of the full dynamic data later than 20 min
p.i. (at which time, all Patlak plots were already linear). The summed late time data between 50 and 60 min p.i. (corresponding to T = 55 min) were used to determine
ca and ct. For each ROI mean values of SUV (= ct), SUR
(= ct/ca) and Km were computed. Linear regression anal-
ysis was performed for SUV vs. Km and SUR vs. Km,
respectively. To summarize, the difference between SUV and SUR
can be stated as follows : SUR is linearly related to Km
under a distinctly weaker assumption (common shape
of input function required) than SUV (identical input
function required). Study sample Nine male patients with liver metastases of colorectal
cancer were included retrospectively (age, 48 to 76 years
(mean 62.8); weight, 73 to 100 kg (mean 85.5)). For each
patient, one to three dynamic PET scans of 60 min in dura-
tion were performed (altogether 15 scans). Scans started
immediately after injection of 346 to 430 MBq FDG
administrated as bolus over 10 to 20 s. Diabetics were
excluded, and no forced diuresis was used. The scans were
conducted with an ECAT EXACT HR+ (Siemens/CTI,
Knoxville, TN, USA). The acquired data were sorted into
23 to 31 frames with 10 to 20 s in duration during bolus
passage, 30 to 150 s in duration until 10 min p.i., and 300 s
in duration afterwards. Tomographic images were recon-
structed using attenuation weighted OSEM reconstruc-
tion (six iterations, 16 subsets, 6-mm FWHM Gaussian
filter). (T) = AUC(T)
ca(T)
=
T
0 ca(s)ds
ca(T)
=
T
0 ca(T) ba(s) ds
ca(T)
=
T
0
ba(s)ds . (3) (3) Obviously, is identical to the independent (x-) coor-
dinate of the Patlak plot which dimensionally is a time
(sometimes called ‘Patlak’s funny time’). The crucial point
here is to realize that is not influenced by scale changes
of ca(t). If ba(t) can be assumed to have a fixed shape
(at least for ‘most of the time’: shape variations during
the bolus passage do not sizably influence the integral
up to the late time point T), (T) is in fact constant
across all considered investigations for any given choice
of the measurement time point T. The above equations
show that if the used assumptions are adequate, one can
expect a linear relation between SUR and Km (in order
to improve readability, any dependence on T is no longer
stated explicitly here and in the following but has to be
kept in mind). The study protocol has been approved by the local
Clinical Institutional Review Board and has complied with
the Declaration of Helsinki. Theory It then follows immediately from Equation 1 that the
tumor-to-blood uptake ratio at time t = T is related to the
metabolic rate Km according to Especially the latter point turns out to be a crucial factor
adversely affecting the correlation between SUV and Km
and, more generally, leading to uncontrolled inter-study
variability of tumor SUVs. ct(T)
ca(T) = SUR(T) ≈(T) × Km + ¯Vr ct(T)
ca(T) = SUR(T) ≈(T) × Km + ¯Vr (2) Page 3 of 8 Page 3 of 8 Page 3 of 8 Page 3 of 8 van den Hoff et al. EJNMMI Research 2013, 3:77
http://www.ejnmmires.com/content/3/1/77 where Results and discussion
Results consequence of approximate shape invariance of ca across
investigations) and amounts to a standard deviation of
20%. Due to the highly correlated variations of ca and
AUC, = AUC/ca exhibits a much smaller variability
with a standard deviation of only 3.2% which demon-
strates that actually is approximately constant across all
conducted investigations. Figure 1 shows the complete time course of, both the AIF -
normalized to the time-average of the respective curve,
¯ca =
1
T
T
0 ca(s)ds - and (t). As can be seen, the nor-
malized AIFs exhibit only a very small variability beyond
t ≈1 min, demonstrating that the assumption of approx-
imate shape invariance is valid. Consequently, inter-study
variability of (t) is small, too. This is especially true
at late times which are the relevant ones in the present
context. Figure 4 shows the correlation between Km and, respec-
tively, SUV (Figure 4A) and SUR (Figure 4B) together with
straight-line fits to the data. There is only a rather weak correlation between Km and
SUV (r = 0.61) while Km and SUR are strongly correlated
(r = 0.98). The axis intercept of the straight-line fit in the
latter case is a = 0.69 ± 0.10 which compares reason-
ably well with the average apparent volume of distribution
in this patient group (as a result of the Patlak analysis) of
0.53 ± 0.11. The slope is m = 76.8 ± 3.7 min which, too,
is in accord with the theoretical expectation m ≈ and
with Figure 3C from which an average of 82.9 ± 2.6 min
follows for . In Figure 2, the inter-study variability of ca is investi-
gated in detail for the chosen time point T = 55 min. The degree of variability is not reduced when using either
SUVlbm (Figure 2B) or SUVbsa (Figure 2C) instead of
conventional (body weight normalized) SUV (Figure 2A):
on average, we obtain ca = 2.59 ± 0.58 (SUV), 1.99 ±
0.43 (SUVlbm), and 1.99 ± 0.42 (SUVbsa), respectively,
corresponding to a standard deviation of 22% to 23% rel-
ative to the respective mean. Moreover, in our patient
group, ca and serum glucose concentration (range 4.8 to
10.3 μmol/ml) were found to be essentially uncorrelated
(r = −0.14, P < 0.65). Results and discussion
Results With the possible exception of sub-
jects 2 and 6, it can also be observed that the intra-subject
variability is of the same order of magnitude than the
inter-subject variability. Data evaluation The prediction following from the above considerations
is very simple: SUR should be a distinctly better surrogate
parameter of Km than the tissue SUV since it is expected
to exhibit a much higher linear correlation to Km. We
have tested this prediction in the present study focusing
on the potentially most relevant case of investigations in
the trunk where ca can be easily derived within the recon-
structed image volumes from a suitable region in either
the aorta or the left ventricle of the heart. The inter-study variability of ca was determined in SUV
units (SUVa), SUVlbm units (SUVa
lbm), and SUVbsa units
(SUVa
bsa), respectively. For better comparability, SUVa
bsa
was normalized such that the mean SUVa
bsa equals the
mean SUVa
lbm as described in [18]. Additionally, the vari-
ability of area under the curve (AUC) and of = AUC/ca
was investigated. Page 4 of 8 van den Hoff et al. EJNMMI Research 2013, 3:77
http://www.ejnmmires.com/content/3/1/77 Page 4 of 8 van den Hoff et al. EJNMMI Research 2013, 3:77
http://www.ejnmmires.com/content/3/1/77 Discussion EJNMMI Research 2013, 3:77
http://www.ejnmmires.com/content/3/1/77 Page 5 of 8 scan 3
scan 2
scan 1
C
SUVα
bsa (g/ml)
#9
#8
#7
#6
#5
#4
#3
#2
#1
4
3.5
3
2.5
2
1.5
1
0.5
0
scan 3
scan 2
scan 1
B
SUVα
lbm (g/ml)
#9
#8
#7
#6
#5
#4
#3
#2
#1
4
3.5
3
2.5
2
1.5
1
0.5
0
scan 3
scan 2
scan 1
A
SUVα (g/ml)
#9
#8
#7
#6
#5
#4
#3
#2
#1
4
3.5
3
2.5
2
1.5
1
0.5
0
Figure 2 Inter-study variability of ca (55 min p.i.) in nine subjects
and 15 scans expressed in three SUV units. (A) Conventional SUV
(body weight normalized), (B) SUVlbm (lean body mass normalized),
and (C) SUVbsa (body surface area normalized). scan 3
scan 2
scan 1
C
SUVα
bsa (g/ml)
#9
#8
#7
#6
#5
#4
#3
#2
#1
4
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3
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2
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1
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0
scan 3
scan 2
scan 1
B
SUVα
lbm (g/ml)
#9
#8
#7
#6
#5
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#1
4
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3
2.5
2
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1
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0
scan 3
scan 2
scan 1
A
SUVα (g/ml)
#9
#8
#7
#6
#5
#4
#3
#2
#1
4
3.5
3
2.5
2
1.5
1
0.5
0
Figure 2 Inter-study variability of ca (55 min p.i.) in nine subjects
and 15 scans expressed in three SUV units. (A) Conventional SUV
(body weight normalized), (B) SUVlbm (lean body mass normalized),
and (C) SUVbsa (body surface area normalized). C
B
A
Figure 3 Inter-study variability of ca and of the corresponding
AUC. (A) Using SUV units in nine subjects and 15 scans and (B) the
corresponding AUC as well as (C) = AUC/ca at 55 min p.i. C
B
A
Figure 3 Inter-study variability of ca and of the corresponding
AUC. (A) Using SUV units in nine subjects and 15 scans and (B) the
corresponding AUC as well as (C) = AUC/ca at 55 min p.i. C
B
A
Figure 3 Inter-study variability of ca and of the corresponding
AUC. (A) Using SUV units in nine subjects and 15 scans and (B) the
corresponding AUC as well as (C) = AUC/ca at 55 min p.i. Figure 3 Inter-study variability of ca and of the corresponding
AUC. Discussion We could demonstrate a very high linear correlation
between SUR and Km in the investigated patient group
which is in marked contrast to the rather poor lin-
ear correlation between SUV and Km. In fact, the latter
correlation is somewhat inferior to results reported in
the literature (e.g., [5,19]) which might be traced back
to the occurrence of several unusual high ca values Figure 3 compares the variability of ca at T = 55 min
with that of AUC and . Variability of AUC closely fol-
lows that of ca (which can be understood as a direct A
B
Figure 1 Inter-study variability of AIF shape and (t) = AUC(t)/ca(t) in the available 15 data sets. The thick red lines represent the
group-averaged curves. (A) AIF normalized to the mean value (time-average) of the respective curve. As can be seen, the shape of all AIF curves is
very similar beyond t ≈1 min. (B) (t), the ratio of the AUC up to time t divided by ca(t), exhibits only small inter-study variability. Averaging the last
two points of these curves (acquisition time from 50 to 60 min p.i.) yields the data presented in more detail below. A B B Figure 1 Inter-study variability of AIF shape and (t) = AUC(t)/ca(t) in the available 15 data sets. The thick red lines represent the
group-averaged curves. (A) AIF normalized to the mean value (time-average) of the respective curve. As can be seen, the shape of all AIF curves is
very similar beyond t ≈1 min. (B) (t), the ratio of the AUC up to time t divided by ca(t), exhibits only small inter-study variability. Averaging the last
two points of these curves (acquisition time from 50 to 60 min p.i.) yields the data presented in more detail below. van den Hoff et al. Discussion were nevertheless able to demonstrate that
the resulting Km estimate correlates highly with true Km
(r = 0.98 and r = 0.97) while SUV (called DUR in that
paper) is found to exhibit a rather unsatisfactory corre-
lation to Km (r = 0.73 and r = 0.84). These findings
are in full accord with those of the present investiga-
tion. The main difference to our work is that Hunter et
al. impose the requirement of a suitable control group
averaged and analytically modeled input curve plus a sin-
gle blood sample in order to estimate the individual area
under the input curve. This knowledge is necessary in
order to estimate Km in their approach. However, the
implied assumption is that =AUC/ca is constant across
investigations so that, due to the neglect of the small
Vr-dependent term, SUR becomes approximately propor-
tional to Km. While these conclusions are implied in the
work of Hunter et al., they are not explicitly stated or uti-
lized in their work. The present work, on the other hand,
demonstrates that there is no need for either a population-
averaged AIF (and assumption of a specific shape of the
individual AIFs) or blood sampling in order to derive
a quantity (SUR) that is linearly correlated to Km. We
believe this very distinct linear correlation to be the practi-
cally most relevant aspect. Whether conversion from SUR
to Km does always make sense is not so obvious as will be
discussed below. As is well known, target to reference tissue ratios have
been frequently used successfully in SPECT as well as in
PET (and still are), e.g. in neuro-receptor imaging, but also
in oncology. In view of this fact, it is somewhat surprising
that seemingly, SUR has up to now not been investigated
systematically as an alternative to SUV in oncological
PET. We were only able to locate a single study explicitly
comparing prognostic parameters derived from tumor-
to-blood ratios and SUVs, respectively, in patients with
non-small cell lung cancer but without comparing these
parameters to Km [20]. The authors reported superiority
of tumor-to-blood ratios over SUV in this study without
further investigating the reason for this finding. Other-
wise, there is only a single methodological work we know
of, namely that by Hunter et al. [5], which proposes a strat-
egy that bears some resemblance to the SUR approach. Discussion EJNMMI Research 2013, 3:77
http://www.ejnmmires.com/content/3/1/77 Page 6 of 8 fit
data
intercept = 0.69
slope = 77 min
r = 0.98
B
(ml/min/ml)
SUR
4
3
2
1
0
4
3
2
1
0
fit
data
intercept = 2.65 g/ml
slope = 165 g/ml × min
r = 0.61
A
(ml/min/ml)
SUV (g/ml)
4
3
2
1
0
14
12
10
8
6
4
2
0
Figure 4 Correlation between Km and, respectively, lesion SUV (A) and SUR (B) determined at 55 min p.i. Dashed lines represent the
least-squares straight-line fits to the data. fit
data
intercept = 0.69
slope = 77 min
r = 0.98
B
(ml/min/ml)
4
3
2
1
0
4
3
2
1
0 B Figure 4 Correlation between Km and, respectively, lesion SUV (A) and SUR (B) determined at 55 min p.i. Dashed lines represent the
least-squares straight-line fits to the data. Contrary to SUV determination, the SUR approach
requires delineation of a second ROI to derive the AIF
concentration. This could be seen as an additional source
of inter-observer variability and thus constitute a poten-
tial disadvantage of the approach in comparison with the
SUV usage. While this is true in principle, determination
of the arterial concentration does actually contribute only
modestly to the observed variability of the SUR vs. Km
correlation (which is quite small, anyway). This was veri-
fied by repeated, intentionally differing delineations of the
corresponding 3D ROI. As long as the prescription to use
a substantial safety margin in the transaxial plane and a
reasonable large ROI volume (extending the ROI over a
sufficiently large axial section of the aorta) is respected,
the reproducibility of the results is very high. the slowest exponential, and the described procedure
therefore essentially reduces to using an invariant-shaped
input function scaled to the actually observed individ-
ual late tracer concentration in the blood. The scaled
input function is then integrated analytically (using the
sum of exponential models) and a formula for Km (called
P2 in that paper) derived that is essentially equivalent
to our Equation 2. Finally, these authors propose to use
ct/AUC for Km estimation, thus neglecting the influence
of the term proportional to Vr in Equation 4 completely. Hunter et al. Discussion (A) Using SUV units in nine subjects and 15 scans and (B) the
corresponding AUC as well as (C) = AUC/ca at 55 min p.i. Figure 2 Inter-study variability of ca (55 min p.i.) in nine subjects
and 15 scans expressed in three SUV units. (A) Conventional SUV
(body weight normalized), (B) SUVlbm (lean body mass normalized),
and (C) SUVbsa (body surface area normalized). the other hand, is well known to be reasonably well ful-
filled. This has already been utilized in the past, e.g., in the
context of population-averaged input curves ([5,7]). For
completeness, it might also be noted that, in fact, all shape
variations leaving the integral
T
0 ba(s)ds unchanged do
not influence the SUR vs. Km correlation. Strictly speak-
ing, it is not really the shape invariance of the input
function that has to be assumed but only the invari-
ance of the area under the normalized input curve ba(t)
up to time t = T. Notably, this implies that the fre-
quently observed inter-study variability of the AIF during
the early (bolus passage) phase has essentially no influ-
ence since it does not contribute much to the integral
up to T (see Figure 1). Overall, the actually observed
deviations of SUR from the regression line in Figure 4B
directly reflect the (quite small) cumulative effect of
both Vr and input function shape variability in this
patient group. corresponding to the data points exhibiting the largest
deviation from the regression line. This finding might hint
at unidentified problems such as erroneous scanner cal-
ibration at the time of the respective scans although a
retrospective investigation did not reveal any proof for
this. Incidentally, this also demonstrates the insensitivity
of SUR to such possible sources of errors. However, even
when taking the literature values as reference instead of
our own results, it is still true that the degree of linear cor-
relation between SUR and Km is distinctly higher than is
the case when using SUV. In theoretical terms, the linear SUR vs. Km correla-
tion can be understood as a consequence of a common
input function shape and small variability of the appar-
ent volume of distribution, Vr. The latter was already
demonstrated and discussed in [9]. The former requirement, namely the approximate shape
invariance of FDG input curves after bolus injection, on van den Hoff et al. Discussion These authors used a control-group averaged input func-
tion (modeled as a sum of three exponentials) plus single
venous sampling to fix the unknown amplitudes of the
exponentials. By far, the most important contribution to
the time integral over the input function stems from van den Hoff et al. EJNMMI Research 2013, 3:77
http://www.ejnmmires.com/content/3/1/77 van den Hoff et al. EJNMMI Research 2013, 3:77
http://www.ejnmmires.com/content/3/1/77 van den Hoff et al. EJNMMI Research 2013, 3:77
http://www.ejnmmires.com/content/3/1/77 Page 7 of 8 Page 7 of 8 (in an unknown way) if the time of measurement is
changed. Compared to tissue SUV, the use of SUR eliminates
a couple of shortcomings of the former. For one, SUR
is a dimensionless quantity that is neither affected by
inaccuracies of scanner or dose calibration nor by erro-
neous body weight (or related quantities). While this
is clearly advantageous, the most relevant improve-
ment of SUR over SUV in our view is elimination of
a very large part of the variability caused by inter-
scan variations of the input function. Given the empir-
ically well demonstrated approximately invariant shape
of FDG input functions, SUR eliminates the influence
of inter-scan variations of tracer supply nearly com-
pletely. Quite to the contrary, variations in the scale
of ca(t) (if measured in SUV units) directly translate
into substantial SUV changes. As Figure 2 demonstrates,
the inter-subject as well as the intra-subject variabil-
ity of ca is indeed substantial (exhibiting a standard
deviation of about 23% from the mean) which directly
explains the large fluctuations of the SUVs observed
in Figure 4A. It should be stressed, that this variabil-
ity of ca persists after conversion to SUV units (or to
SUVlbm or SUVbsa, for that matter). In other words,
the central objective of SUV-based approaches, namely
correction for variations of injected dose and systemic
distribution volume of the tracer, is not achieved sat-
isfactorily. Consequently, comparing SUV values across
investigations makes only limited sense and is prone to
potentially serious errors if the objective is to assess
changes of glucose metabolism. Inter-study compari-
son of SUR values appears much more reasonable in
this respect. At least since the advent of PET/CT a
purely image-based determination of the blood signal
from a large vessel is straightforward even where this
would not be quite as easy when using the whole
body PET data alone. Discussion Therefore, SUR computation does
especially not require any blood sampling and could
also easily be performed retrospectively using existing
data for systematic performance comparisons of SUV
and SUR. Second, the intercept of the regression line approxi-
mates the average apparent volume of distribution, ¯Vr,
and thus might vary across different tumor entities and
tissues. We believe this probably to be a small effect
for most tumors and healthy tissues (although this can-
not be taken for granted and would need to be proven
by further investigations), but for certain tissues and
when inflammation is involved (i.e., if the assumption
of irreversible trapping is not fulfilled), larger varia-
tions of Vr will occur, and consequently, the relation
between SUR and Km will be distinctly modified. Obvi-
ously, the presence of a sizable dephosphorylation (i.e.,
a sizable k4 in the corresponding two-compartment
model) would actually invalidate the prediction of a lin-
ear SUR vs. Km correlation completely. It should be
noted, however, that this is not a specific problem of
the SUR approach but affects SUV evaluations accord-
ingly. In the present study, inspection of the Patlak
plots unambiguously demonstrated that the FDG kinet-
ics in the liver lesions is compatible with the assumption
k4 = 0. Still, in general, it cannot be expected that the regres-
sion line in Figure 4B is universally valid (at least not with
good accuracy), and quantitative conversion of SUR to Km
should probably be avoided in our view (and would not
offer additional benefits). Instead, we surmise that it might be worthwhile to com-
bine the SUR approach with a dual time point-based
determination of Km [9] in order to identify regions in
which the SUR vs. Km relation is changed. This possi-
bly could, e.g., enable a more sensitive identification of
inflammatory processes than is possible with dual time
point measurements alone. Discussion Where such dual time point protocols allowing for inde-
pendent determination of Km and SUR are considered
not compatible with the requirements of clinical routine,
SUR alone still offers distinct advantages over SUV-based
approaches because a good linear correlation to Km sim-
ilar to that shown in Figure 4B can be expected in most
tissues and target structures (i.e., those where FDG kinet-
ics can be considered to be irreversible): a fractional
change of SUR will in general correspond to a concomi-
tant change of Km where even modest SUR changes will
be meaningful due to the very high degree of linear corre-
lation of both quantities (as long as a sufficiently accurate
determination of ca within the image data is performed
that avoids partial volume and spill over effects). Inter-
study SUV differences, instead, are likely to be partially or
even completely spurious (i.e., unrelated to Km changes)
due to the insufficient correction for inter-study variabil-
ity of arterial tracer concentration achieved by the SUV
approach. As demonstrated, replacing SUVs by SURs does elim-
inate some important sources of SUV-specific system-
atic errors which leads to a very good linear correlation
between SUR and Km. On the other hand, this does
not imply that SURs are necessarily also suitable for
quantitative determination of Km in general since the
SUR vs. Km correlation shown in Figure 4B need not
be universally valid for two reasons. First, according to
Equation 3, the slope of the SUR (Km) correlation is
identical to the integral over ba(t) up to t = T. Differ-
ent injection protocols (duration of injection, bolus vs. ramp etc.) naturally will thus lead to a different (and
unknown) slope parameter. However, even if the invari-
ant shape assumption can be considered universally valid,
the slope remains a function of T and thus will change van den Hoff et al. EJNMMI Research 2013, 3:77
http://www.ejnmmires.com/content/3/1/77 Page 8 of 8 Authors’ contributions 19. Freedman N, Sundaram S, Kurdziel K, Carrasquillo J, Whatley M, Carson J,
Sellers D, Libutti S, Yang J, Bacharach S: Comparison of SUV and Patlak
slope for monitoring of cancer therapy using serial PET scans. Eur J Nucl Med Mol Imaging 2003, 30:46–53. 19. Freedman N, Sundaram S, Kurdziel K, Carrasquillo J, Whatley M, Carson J,
Sellers D, Libutti S, Yang J, Bacharach S: Comparison of SUV and Patlak
slope for monitoring of cancer therapy using serial PET scans. Eur J Nucl Med Mol Imaging 2003, 30:46–53. JVDH had the initial idea for SUR, performed part of the data analysis, and
wrote part of the manuscript. LO and GS performed part of the data analysis. JM, AL, and JP provided intellectual input and reviewed the manuscript. BBB selected the patient studies and performed the lesion delineation. FH performed part of the data analysis and wrote part of the manuscript. All authors read and approved the final manuscript. g g
20. Mak RH, Digumarthy SR, Muzikansky A, Engelman JA, Shepard JAO, Choi
NC, Sequist LV: Role of 18F-fluorodeoxyglucose positron emission
tomography in predicting epidermal growth factor receptor
mutations in non-small cell lung cancer. Oncologist 2011,
16(3):319–326. Acknowledgements This study was supported in part by the Federal Ministry of Education and
Research Germany, BMBF, contract 03|4021. doi:10.1186/2191-219X-3-77
Cite this article as: van den Hoff et al.: The PET-derived tumor-to-blood
standard uptake ratio (SUR) is superior to tumor SUV as a surrogate
parameter of the metabolic rate of FDG. EJNMMI Research 2013 3:77. doi:10.1186/2191-219X-3-77
Cite this article as: van den Hoff et al.: The PET-derived tumor-to-blood
standard uptake ratio (SUR) is superior to tumor SUV as a surrogate
parameter of the metabolic rate of FDG. EJNMMI Research 2013 3:77. Received: 9 September 2013 Accepted: 4 November 2013
Published: 23 November 2013 Received: 9 September 2013 Accepted: 4 November 2013
Published: 23 November 2013 Conclusions 12. Huang S: Anatomy of SUV. Nucl Med Biol 2000, 27(7):643–646. 13. Sugawara Y, Zasadny KR, Neuhoff AW, Wahl RL: Reevaluation of the
standardized uptake value for FDG: variations with body weight
and methods for correction. Radiology 1999, 213(2):521–525. The tumor-to-blood standard uptake ratio, SUR exhibits
a much higher linear correlation to the metabolic rate of
FDG, Km, than tumor SUV (or SUVlbm or SUVbsa). This
improved correlation can be understood theoretically as
a consequence of the approximate shape invariance of
FDG input functions. Purely image-based determination
of SUR is straightforward in whole body investigations
and allows to account for variations in tracer supply across
investigations distinctly better than when using SUVs. Therefore, SUR should be seriously considered as a drop-
in replacement for SUV-based approaches. 14. Kim CK, Gupta NC, Chandramouli B, Alavi A: Standardized uptake
values of FDG: body surface area correction is preferable to body
weight correction. J Nucl Med Official Publ, Soc Nucl Med 1994, 35:164. g
15. ROVER: ROVER: ROI visualization, evaluation and image registration. Radeberg: ABX; 2008. http://www.abx.de/rover. 16. Hofheinz F, Pötzsch C, Oehme L, Beuthien-Baumann B, Steinbach J,
Kotzerke J, van den Hoff J: Automatic volume delineation in
oncological PET: evaluation of a dedicated software tool and
comparison with manual delineation in clinical data sets. Nuklearmedizin 2012, 51:9–16. 17. R Development Core Team: R: A Language and Environment for Statistical
Computing. Vienna: R Foundation for Statistical Computing; 2011. [ISBN 3-900051-07-0]. 17. R Development Core Team: R: A Language and Environment for Statistical
Computing. Vienna: R Foundation for Statistical Computing; 2011. [ISBN 3-900051-07-0]. 18. Kim C, Gupta N: Dependency of standardized uptake values of
fluorine-18 fluorodeoxyglucose on body size: comparison of body
surface area correction and lean body mass correction. Nucl Med Commun 1996, 17(10):890–894. 18. Kim C, Gupta N: Dependency of standardized uptake values of
fluorine-18 fluorodeoxyglucose on body size: comparison of body
surface area correction and lean body mass correction. Nucl Med Commun 1996, 17(10):890–894. Competing interests
The authors declare that they have no competing interests. References 1. Patlak C, Blasberg R, Fenstermacher J: Graphical evaluation of
blood-to-brain transfer constants from multiple-time uptake data. J Cereb Blood Flow Metab 1983, 3:1–7. 2. Patlak C, Blasberg R: Graphical evaluation of blood-to-brain transfer
constants from multiple-time uptake data: generalizations. J Cereb Blood Flow Metab 1985, 5(4):584–590. ,
g
p
constants from multiple-time uptake data: generalizations. J Cereb Blood Flow Metab 1985, 5(4):584–590. 3. Wong W, Hicks K: A clinically practical method to acquire parametric
images of unidirectional metabolic rates and blood spaces. J Nucl Med 1994, 35(7):1206. 4. Zasadny KR, Wahl RL: Enhanced FDG-PET tumor imaging with
correlation-coefficient filtered influx-constant images. J Nucl Med
1996, 37(2):371. 5. Hunter GJ, Hamberg LM, Alpert NM, Choi NC, Fischman AJ: Simplified
measurement of deoxyglucose utilization rate. J Nucl Med 1996,
37(6):950–954. 6. Sadato N, Tsuchida T, Nakaumra S, Waki A, Uematsu H, Takahashi N,
Hayashi N, Yonekura Y, Ishii Y: Non-invasive estimation of the net influx
constant using the standardized uptake value for quantification of
FDG uptake of tumours. Eur J Nucl Med 1998, 25(6):559–564. 7. Graham M, Peterson L, Hayward R: Comparison of simplified
quantitative analyses of FDG uptake. Nucl Med Biol 2000,
27(7):647–655. 8. Sundaram SK, Freedman NM, Carrasquillo JA, Carson JM, Whatley M,
Libutti SK, Sellers D, Bacharach SL: Simplified kinetic analysis of tumor
18F-FDG uptake: a dynamic approach. J Nucl Med 2004,
45(8):1328–1333. 9. van den Hoff J, Hofheinz F, Oehme L, Schramm G, Langner J,
Beuthien-Baumann B, Steinbach J, Kotzerke J: Dual time point based
quantification of metabolic uptake rates in 18F-FDG PET. EJNMMI Res
2013, 3:16. 10. Hamberg L, Hunter G, Alpert N, Choi N, Babich J, Fischman A: The dose
uptake ratio as an index of glucose metabolism: useful parameter or
oversimplification? J Nucl Med 1994, 35(8):1308. 11. Keyes Jr J: SUV: Standard uptake or silly useless value? J Nucl Med
1995, 36(10):1836–1839. Submit your manuscript to a
journal and benefi t from:
7 Convenient online submission
7 Rigorous peer review
7 Immediate publication on acceptance
7 Open access: articles freely available online
7 High visibility within the fi eld
7 Retaining the copyright to your article
Submit your next manuscript at 7 springeropen.com 11. Keyes Jr J: SUV: Standard uptake or silly useless value? J Nucl Med
1995, 36(10):1836–1839.
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Predictors of poor outcomes in critically ill patients with hematologic malignancy
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Intensive care medicine experimental
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Results Overall, 206 patients (mean age 51.3 ± 13.6 years; 60%
male) with HM were admitted to the ICU during the
study period. The most common types of HM were acute
leukemia (34.5%) and lymphoma (33.5%). Less than half
(44.7%) of patients had a stem cell transplant prior to
admission. The most frequent ICU admission diagnosis
was respiratory failure (39.8%), followed by hemodynamic
instability (37.9%). The mean ICU stay was 3 ± 6 days, Objectives
d
f To identify prognostic variables and outcomes in patients
with HM who are admitted to the ICU. Predictors of poor outcomes in critically ill patients
with hematologic malignancy M Cornish1, MB Butler2, M Erdogan3, RS Green2,3* From ESICM LIVES 2015
Berlin, Germany. 3-7 October 2015 Methods We performed a structured chart review of all adult
patients (age > 18 years) with HM who were admitted to
the ICU of a Canadian tertiary care hospital between
2004 and 2014. Outcome measures included ICU length
of stay, prolonged ICU stay (> 10 days), ICU readmission,
and mortality (ICU, 30-day, 60-day, and 12-month). A logistic regression model was adjusted for potential
confounding variables and fitted to determine factors
that were predictive of ICU readmission, prolonged ICU
stay, and mortality. Introduction with 14.1% of patients requiring prolonged ICU stay. Readmission to the ICU was necessary for 13.1% of
patients. During their ICU course, 71.8% of patients
required mechanical ventilation and 56.8% required vaso-
pressor therapy. Patients with hematologic malignancy (HM) often require
admission to the intensive care unit (ICU) due to organ
failure through disease progression or complications of
treatment. Although there have been improvements in the
prognosis of patients with HM, mortality in this patient
population remains high. We sought to describe patient
characteristics and determinants of outcomes in a Cana-
dian tertiary care setting. Of patients admitted to the ICU, 45.6% died during
ICU admission, 30-day mortality was 59.2%, 60-day mor-
tality was 62.6%, and 12-month mortality was 74.3%. After adjustment, factors predictive of mortality in the
ICU were the need for mechanical ventilation (adjusted
estimate [AE] 3.38; 95% CI 1.37, 8.37; P = 0.008) and
need for vasopressor therapy (AE 3.65; 95% CI 1.67, 7.96;
P = 0.001). A surgical procedure was associated with
increased survival (AE 0.21; 95% CI 0.05, 0.86; P = 0.031). For mortality in survivors of ICU admission, myeloma
was the only significant predictor of 30-day mortality
(AE 0.21; 95% CI 0.06, 0.7; P = 0.011), 60-day mortality
(AE 0.15; 95% CI 0.04, 0.52; P = 0.003), or 12-month
mortality (AE 0.15; 95% CI 0.04, 0.52; P = 0.003). Cornish et al. Intensive Care Medicine Experimental 2015, 3(Suppl 1):A159
http://www.icm-experimental.com/content/3/S1/A159 Open Access Conclusions Over a 10-year period, ICU mortality in patients with
HM was 45.6% and 12-month mortality was 74.3%. Necessity for mechanical ventilation and vasopressor
therapy were significant predictors of mortality in the
ICU, while myeloma was predictive of longer term
mortality. Grant Acknowledgment This study was funded by a Clinician Scientist Award
from the Faculty of Medicine, Dalhousie University,
Halifax, Nova Scotia, Canada. © 2015 Cornish et al.; 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. Authors’ details
1 1Dalhousie University, Emergency Medicine, Halifax, Canada. 2Dalhousie
University, Critical Care Medicine, Halifax, Canada. 3Trauma Nova Scotia,
Halifax, Canada. 2Dalhousie University, Critical Care Medicine, Halifax, Canada
Full list of author information is available at the end of the article 2Dalhousie University, Critical Care Medicine, Halifax, Canada
Full list of author information is available at the end of the article © 2015 Cornish et al.; 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. 2Dalhousie University, Critical Care Medicine, Halifax, Canada
Full list of author information is available at the end of the article Page 2 of 2 Page 2 of 2 Cornish et al. Intensive Care Medicine Experimental 2015, 3(Suppl 1):A159
http://www.icm-experimental.com/content/3/S1/A159 Published: 1 October 2015 Published: 1 October 2015 Submit your manuscript to a
journal and benefi t from:
7 Convenient online submission
7 Rigorous peer review
7 Immediate publication on acceptance
7 Open access: articles freely available online
7 High visibility within the fi eld
7 Retaining the copyright to your article
Submit your next manuscript at 7 springeropen.com
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https://openalex.org/W4205956116
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Information Technology working group
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Psychiatric bulletin of the Royal College of Psychiatrists/Psychiatric bulletin
| 1,992
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cc-by
| 554
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Recommendations 1.Two 3^4 day meetings would be held
the summer
meeting (Annual Meeting) in July and the winter
meeting in January/February. Preliminary soundings seem to suggest that with
higher numbers more economical packages can be
obtained
from conference
venues, particularly
if
conferences are held over weekends. For instance,
the Metropole group of hotels (London, Blackpool,
Birmingham, Brighton) have agreed to a reduced
rate for members if meetings are rotated to these four
centres over two years. There are other hotel chains
who might be able to offer similar packages. g
J
y
y
2. One meeting per year might be held in London, the
other one might be held in appropriate conference
locations outside London. 3. Workshops, CME courses and satellite meetings
would be incorporated
into the programme. There
would be a greater emphasis on these activities. g
p
4. Named lectures, previously held at Autumn and
Spring Meetings (Maudsley Lecture, Mental Health
Care Delivery), would be moved to the Summer
Meeting. g
p
g
The College Bye-Laws state that, in addition to
the Annual General Meeting "not less than three
Quarterly General Meetings shall be held in each
College year. The date and place of each Quarterly
General Meeting shall be fixed by the President or
by the Council". This means that four Business
Meetings for the membership need to be held each
year. It would be possible to change the Bye-Laws
and to suggest to the Privy Council that there should
be two General Meetings per year. Alternatively, two
meetings could be held in conjunction with the two
scientific meetings and the other two could be held at
the College. They could be held on the same day as
Council, possibly in the afternoon followed by an
evening reception or a special lecture. A notice would
need to appear in the Bulletin informing members
of the dates of these meetings. Important motions, as
at present, could always be deferred to the Annual
General Meeting. g
5. The Maudsley Bequest Lectures could be held the
day before the Winter Meeting which could make this
a four-day event. These lectures would retain their
original remit of being aimed primarily at trainees. 6. The exhibition area could be increased because
sponsors would only be exhibiting twice a year. The
format used at the recent Brighton meeting was very
successful. Both members and exhibiting companies
seemed to prefer this more professional approach. 7. for exchange of ideas on information
technology
and mental illness. Members of the College who
are
interested
are invited
to contact
Professor
McCelland. Recommendations The increase in sponsorship
would enable the
Programmes
and
Meetings Committee
to invite
eminent speakers from overseas. Members are invited to submit any comments to the
Registrar, Professor Ann Gath. Approved bv Council
January 1992 245 245 The College The College was produced by the Honorary Secretary, Professor
Chris Thompson, in 1987,in which a revision of the
Quarterly meetings format was suggested, although
no further action was taken at that time. Recommendations https://doi.org/10.1192/pb.16.4.245 Published online by Cambridge University Press Information
Technology working group An Information
Technology
working group
has
been established by the Research Committee of the
Royal College of Psychiatrists
and is chaired by
Professor McClelland of Queen's University Belfast. It is hoped that the group will act as focal point https://doi.org/10.1192/pb.16.4.245 Published online by Cambridge University Press
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Conceptual framework for managing the competitiveness of the entrepreneurial structures
|
MATEC web of conferences
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© 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/). Conceptual
framework
for
managing
the
competitiveness
of
the
entrepreneurial
structures
Vl di i K nin1 A
R m antse a1*and Ol
Tar tko1 Vladimir Kunin1, Anna Rumyantseva1*and Olga Tarutko1
1Private Educational Institution “St. Petersburg University of Management Technologies and
Economics”, 44, Lermontovsky Prospekt, St. Petersburg, Russia Vladimir Kunin1, Anna Rumyantseva1*and Olga Tarutko1
1Private Educational Institution “St. Petersburg University of Management Technologies and
Economics”, 44, Lermontovsky Prospekt, St. Petersburg, Russia Abstract. The paper is devoted to the development of a methodological
apparatus for ensuring competitiveness in the formulation of methods and
algorithms for assessing competitiveness and its provision in conditions of
economic instability. In particular, a method for assessing competitiveness,
taking into account both the strategic positioning and operational
effectiveness of entrepreneurial structures and their innovative potential, is
proposed; the paper also describes the methodology for providing
competitiveness and the algorithm for its managing. The findings allow
developing specific recommendations for ensuring competitiveness and
identifying the reserves for its improvement. Introduction In the market economy conditions the issues of business structures efficiency and
performance become more important. Competitiveness as an economic category is
inseparably linked with the process of ensuring high performance results. Competitiveness
of business structures is a relative indicator that characterizes the existence of differences
between goods, works and services of various business structures, as well as between
business structures themselves. Despite a rather large number of studies in the field of competitiveness in general and the
competitiveness of business structures in particular, the “competitiveness” concept definition
lacks the unity of views. In this connection, it is necessary to pay attention to approaches to
“competitiveness” concept definition, as well as to disclose the “concept” category content. There is a large number of the “concept” idea interpretations in the literature. Most
authors define this category as a way of interpreting, understanding; a system of views or a
leading idea. In this paper, the concept is understood as a system of views, laws, principles,
approaches, judgments; a leading idea, a certain way of understanding the essence of an idea,
category, phenomenon, etc. [1, p.74] The lack of uniformity in determining the “competitiveness” idea is inseparably linked
with the economic content of this category. The study of competitiveness and its content is MATEC Web of Conferences 193, 05071 (2018)
ESCI 2018 MATEC Web of Conferences 193, 05071 (2018)
ESCI 2018 https://doi.org/10.1051/matecconf/201819305071 * Corresponding author: post_graduate@mail.ru Methodology and theory Conducting analytical procedures for the competitiveness factors of the business structure is
necessary in order to identify any opportunities and reserves for ensuring competitiveness. The analysis of competitiveness factors influences the further competitive strategy
evolvement that will be aimed at maintaining and developing new and existing competitive
advantages. Evaluation of an entrepreneurial structure ability to compete successfully is
carried out by comparing the analyzed factors of the studied business structure with the
criteria or factors of other business structures competitiveness. The globalization and integration processes inherent in a market economy, as well as an
increase in the degree of the Russian economy openness, strengthen the influence of generally
accepted standards in the world on Russian business structures. Modern management
conditions in the construction sector are characterized by an increase in prices for building
materials, energy, transport, etc., and inadequate supply of resources to customers of
construction products. These circumstances directly affect the choice of strategy and tactics
of the construction sector business structures. The process of ensuring competitiveness is a
set of actions aimed at establishing, forming, maintaining and preventing a decline in a given
level of competitiveness at all stages of the competitiveness subject functioning. In addition to factors affecting the competitiveness of business structures and areas of
competitiveness, an important component in the providing system is an objective
instrumentarium for assessing the business structures competitiveness level. The number of
indicators and parameters involved in ensuring the entrepreneurial structures competitiveness
is quite large and, therefore, it is extremely difficult to take them all into account when
making an appraisal. Given this, it is proposed to use in the methodology for assessing the
entrepreneurial structures competitiveness only certain indicators that are classified as the
most important ones that will act as indicators of the business structure competitivenes s level. As it is shown in [11], the most simple and, at the same time, sufficiently detailed method
of assessing the entrepreneurial structures competitiveness is the dynamic method. This
method is an effective assessment tool, based on the need to determine the coefficients of
operational efficiency and strategic positioning [12, p.205]. Compiling a list of indicators that
makes it possible to determine the business structures competitiveness level requires a
number of adjustments to the dynamic method of assessing competitiveness. * Corresponding author: post_graduate@mail.ru MATEC Web of Conferences 193, 05071 (2018)
ESCI 2018 https://doi.org/10.1051/matecconf/201819305071 reflected in the writings of such authors as M. I. Gelvanovsky [2, p.14], V. E. Khrutsky, I. V. Korneeva [3], M. Porter [4], D. S. Voronov [5], P. S. Zavyalov [6, p.8], N. I. Komkov, A. V. Lazarev [7, p.4], M. Meskon, A. Albert, F. Khedouri [8], A. N. Asaul, Sh. M. Mamedov, E. I. Rybnov, N. V. Chepachenko [9, p.23] and others. reflected in the writings of such authors as M. I. Gelvanovsky [2, p.14], V. E. Khrutsky, I. V. Korneeva [3], M. Porter [4], D. S. Voronov [5], P. S. Zavyalov [6, p.8], N. I. Komkov, A. V. Lazarev [7, p.4], M. Meskon, A. Albert, F. Khedouri [8], A. N. Asaul, Sh. M. Mamedov, E. I. Rybnov, N. V. Chepachenko [9, p.23] and others. reflected in the writings of such authors as M. I. Gelvanovsky [2, p.14], V. E. Khrutsky, I. V. Korneeva [3], M. Porter [4], D. S. Voronov [5], P. S. Zavyalov [6, p.8], N. I. Komkov, A. V. Lazarev [7, p.4], M. Meskon, A. Albert, F. Khedouri [8], A. N. Asaul, Sh. M. Mamedov, E. I. Rybnov, N. V. Chepachenko [9, p.23] and others. Summarizing the definitions given in the above-mentioned works and taking into account
the signs of competitiveness emphasized by the authors, in this article the competitiveness of
entrepreneurial structures is understood to mean the economic category characterizing the
actual and potential superiority of the business structure in matters of functioning in a
dynamic competitive environment, attracting consumers and meeting their needs, ability to
produce and sell a competitive product (constantly increasing its quality), intensifying
competitive advantages and expanding the market share achieved without compromising the
financial state [10, p.303]. Methodology and theory This
circumstance is caused by the fact that in modern managing conditions it is necessary for
business structures to have more and more perfect tools for assessing and ensuring
competitiveness [11]. A well-known concept of the Balanced Scorecard (BSC), proposed by R. Kaplan and D. Norton in the late 80s of the 20th century, is a good basis for constructing an objective system
of entrepreneurial structures competitiveness indicators. This system is an instrument of 2 MATEC Web of Conferences 193, 05071 (2018)
ESCI 2018 https://doi.org/10.1051/matecconf/201819305071 strategic and operational management, the purpose of which is to build the relationship
between the business structure strategic objectives, business processes and staff activities at
all levels of government, as well as to monitor the implementation of the business structure
strategy [13, p.361]. strategic and operational management, the purpose of which is to build the relationship
between the business structure strategic objectives, business processes and staff activities at
all levels of government, as well as to monitor the implementation of the business structure
strategy [13, p.361]. The relationship between the profit margin and sales with the projections of the BSC
“Finance”, “Internal business processes” and “Clients and the external environment” is
detailed in [11]. As stated in [ibid.], the business structure innovative potential is the indicator
of the fourth BSC projection “Personnel, innovation and development”. In this regard, we propose an approach that, along with the factors considered in the
dynamic method, takes into account the entrepreneurial structures innovative potential. The
following indicators are proposed as indicators of innovative potential: – The intellectual property security coefficient, defined as the share of intangible assets
in the total amount of non-current assets; it characterizes the presence of intellectual property
in the business structure and rights to it, in the form of trademarks, licenses, certificates,
patents that determine effective innovative development. This indicator can be formalized as
follows [14, p.12]: FA
IС
K IС
,
(1) (1) FA
IС
K IС
, where: KIC – intellectual property security coefficient; KIC – intellectual property security coefficient; IC – intellectual property; IC – intellectual property; FA – business structure non-current assets total amount. FA – business structure non-current assets total amount. FA – business structure non-current assets total amount. The formula for calculating the intellectual property security coefficient reflects the
degree of equipping the entrepreneurial structure with intellectual capital, in comparison with
other basic means of production. KIP – innovative products share index; IP – innovative products volume; Q – business structure sales. Data on the standard values of this indicator vary greatly in the economic literature. In
[ibid.] it is noted that the standard value of the innovative products share should exceed the
50% mark. But in [16] it is indicated that the innovative products share in the business
structure sales should exceed 30%. In [17] it is stated that the threshold value of this indicator
should be at the level of not less than 15%, but it is a matter of the innovative products share
on a regional scale. There is no unity of views in determining the threshold value of this
indicator in the economic literature. It is necessary to recognize that the amount of innovation
costs in the business structure total expenditure, as a rule, needs to be adjusted upwards, as
only the introduction of the newest technologies creates conditions for increasing the business
structures efficiency. Perspectives of state investment policy in Russia is discussed in [18]. According to the 2016 results, the entrepreneurial structures innovative activity overall level
was 8.4% that is 0.9 p.p. lower than in 2015. The values of this indicator have a negative
trend for the period from 2012 to 2016. This trend continues in the field of technological
innovation, in 2016, 7.3% were engaged in technological innovations. [19, C.6]. Since 2015 the federal statistical observation according to Form No. 4-innovation covers
construction organizations. In 2016 financing of technological innovations in construction
was carried out entirely at the expense of the entrepreneurial structures own funds [ibid.,
p.10]. The structure of costs for technological innovation by types of activity in construction
differs from similar ones in industrial production, services, and agriculture by the number of
expenditure types. There are only two types in the construction organizations, the main of
which is the purchase of machinery and equipment (91.3% of all expenses) [ibid., p.13]. Questions of financing of construction with leasing instruments using is discussed in detail
in [20] and special aspects of financing technology entrepreneurship is discussed in [21]. According to the data [19, C.13], in 2016 only 2.2% of construction organizations carried
out innovative activities, while the share of construction organizations that carried out
technological innovation in 2016 was 1.6% [ibid, p.34]. MATEC Web of Conferences 193, 05071 (2018)
ESCI 2018 https://doi.org/10.1051/matecconf/201819305071 Q – business structure sales. The volume of shipped innovative
goods, works and services of innovative-active construction organizations in 2016 was 0.9
mln rubles (in 2015 – 544.5 mln rubles), with the total volume of goods in 2016 – 3159.9
mln rubles (in 2015 – 3599.4 mln rubles) [ibid., p.39]. The above statistics point to a negative trend in the entrepreneurial structures innovative
potential, in particular – construction organizations, and make it necessary to take into
account the innovative potential in assessing the business structures competitiveness. Methodology and theory As shown in [ibid.], the intellectual property security
coefficient may have the following standard values: Low level of innovative activity – the coefficient value is KIC ≤0.05; Average level of innovation activity – the coefficient value is 0.05< KIC ≤0.10; High level of innovative activity – the coefficient value is 0.10< KIC ≤0.15. – The innovative growth coefficient, defined as the share of costs for innovation activity
in the total amount of entrepreneurial structure costs. This indicator can be formalized as
follows [ibid.]: TC
C
K
I
IG
,
(2) TC
C
K
I
IG
, (2) where: КIG – innovative growth coefficient; КIG – innovative growth coefficient; CI – costs for innovation activity; TC – entrepreneurial structure costs total amount. TC – entrepreneurial structure costs total amount. Standard values of this coefficient in relation to the business structure innovative activity
level are as follows: Low level of innovative activity – the coefficient value is 0.35≤КIG≤0.40; Average level of innovation activity – the coefficient value is 0.40< КIG≤0.55; High level of innovative activity – the coefficient value is 0.55<КIG≤0.60 [ibid.]. – The innovative products share index, defined as the specific weight of the innovative
products volume in the business structure sales. This indicator can be formalized as follows
[15, p.56]: Q
IP
KIP
,
(3) Q
IP
KIP
, (3) where: KIP – innovative products share index; IP – innovative products volume; 3 MATEC Web of Conferences 193, 05071 (2018)
ESCI 2018 Results The developed system of indicators allows us to visualize the algorithm for assessing
competitiveness. The methodology for calculating operational performance indicators and
strategic positioning is discussed in detail in [5], a block diagram of the definition of these
integral factors is presented in [22, p.43]. The above coefficients characterizing the business structure innovative potential reflect
the growth potential, taking into account the prospects of its innovative development and the
share of intangible assets in the business structure general assets that actually represent the
level and potential for growth of intellectual capital. Thus, it is proposed to modify the dynamic method of assessing the entrepreneurial
structures competitiveness in terms of accounting the innovation potential integral index. The
formula for calculating the innovation potential integral index is as follows: p
g
5,0
5,0
7,0
5,0
5,0
7,0
IP
IG
IC
K
K
K
N
(4) (4) 5,0
5,0
7,0
IG
IC
N Normalizing the denominator of expression (4), we obtain: 4 4 MATEC Web of Conferences 193, 05071 (2018)
ESCI 2018 https://doi.org/10.1051/matecconf/201819305071 (5) IP
IG
IC
K
K
K
N
29
,0
29
,0
42
,0 In other words, the entrepreneurial structures competitiveness assessment, using a
modified dynamic method, is based on the definition of such integrated factors as: strategic
positioning, operational efficiency, innovative potential. The modified dynamic method should be considered as the base when assessing the
entrepreneurial structures competitiveness. This is due to the fact that it is oriented both to
the business structure current state and today’s level of competitiveness, and to calculation
the level of its competitiveness in the future that is separated by a certain time lag from the
present, owing to the added indicators [23]. In other words, the added indicators allow us to
assess the prospects for the entrepreneurial structures competitive development, including
the construction sector. For a visual representation of the modified dynamic method for
assessing competitiveness, we will present an algorithm for estimating the entrepreneurial
structures innovation potential integral factor in the form of a block diagram. A block
diagram of the entrepreneurial structures (ES) innovation potential integral factor evaluation
is presented in Fig. 1 [ibid.]. Block 3. Innovation potential integral
index of covered ES
or
Block 1.1. Intellectual property
security coefficient of covered ES
Block 1.2. ES innovative growth
coefficient
Block 1.3. MATEC Web of Conferences 193, 05071 (2018)
ESCI 2018 MATEC Web of Conferences 193, 05071 (2018)
ESCI 2018 https://doi.org/10.1051/matecconf/201819305071 The following notations are used in Fig. 1: KIC – Intellectual property security coefficient
of covered entrepreneurial structure; KSIC – Intellectual property security coefficient of
entrepreneurial structure included in the sample; IC – Intellectual property of entrepreneurial
structure; ICS – Intellectual property of entrepreneurial structure included in the sample; FA
– Non-current assets of entrepreneurial structure; FAS – Non-current assets of entrepreneurial
structure included in the sample; KIG – Innovative growth coefficient of entrepreneurial
structure; KSIG – Innovative growth coefficient of entrepreneurial structure included in the
sample; CI – Costs of entrepreneurial structure for innovation activity; CSI – Costs of
entrepreneurial structure included in the sample for innovation activities; TC – Costs of
entrepreneurial structure; TCS – Costs of entrepreneurial structure included in the sample;
KIP – Innovative products share index of entrepreneurial structure; KSIP – Innovative products
share index of entrepreneurial structure included in the sample; IP – Innovative products
volume of entrepreneurial structure; IPS – Innovative products volume of entrepreneurial
structure included in the sample; Q – Sales of entrepreneurial structure; QS – Sales of
entrepreneurial structure included in the sample; N – Innovation potential integral index of
entrepreneurial structure; NS – Innovation potential integral index of entrepreneurial structure
included in the sample. The following notations are used in Fig. 1: KIC – Intellectual property security coefficient
of covered entrepreneurial structure; KSIC – Intellectual property security coefficient of
entrepreneurial structure included in the sample; IC – Intellectual property of entrepreneurial
structure; ICS – Intellectual property of entrepreneurial structure included in the sample; FA The methodology for ensuring the entrepreneurial structures competitiveness, as well as
the degree of internal interaction between its elements, has a strong impact on the
competitiveness index. The reaction of the competitiveness management system of an
entrepreneurial structure to any changes in the external environment must be immediate,
outstripping and suitable to risks and threats of the external entrepreneurial environment; the
entrepreneurial structure must be adjusted to increase its dynamism and controllability. The order of managing the entrepreneurial structures competitiveness is determined by
the management algorithm. On the basis of all the above, it seems possible to illustrate the
algorithm for managing the entrepreneurial structures competitiveness (Fig. 2). At the same
time, the management object is an entrepreneurial structure, while competitiveness is the
management subject. The purpose of management: Ensuring the business structure
competitiveness. Results ES innovative products
share index
Block 2.3. ES innovative products
share index, sample estimation
Block 4. Innovation potential integral
index of covered ES, sample estimation
or
Block 2.1. Intellectual property
security coefficient of covered ES,
sample estimation
Block 2.2. ES innovative growth
coefficient, sample estimation Block 1.1. Intellectual property
security coefficient of covered ES Block 3. Innovation potential integral
index of covered ES
or Block 1.2. ES innovative growth
coefficient Block 1.3. ES innovative products
share index Block 1.3. ES innovative products share index Block 2.1. Intellectual property
security coefficient of covered ES,
sample estimation Block 4. Innovation potential integral
index of covered ES, sample estimation Block 2.2. ES innovative growth
coefficient, sample estimation p
or Block 2.3. ES innovative products
share index, sample estimation Fig. 1. A block diagram of the entrepreneurial structures (ES) innovation potential integral factor
evaluation 5 MATEC Web of Conferences 193, 05071 (2018)
ESCI 2018 6 6 https://doi.org/10.1051/matecconf/201819305071 MATEC Web of Conferences 193, 05071 (2018)
ESCI 2018 MATEC Web of Conferences 193, 05071 (2018) ESCI 2018
Fig.2. Algorithm for managing the entrepreneurial structures competitiveness
Di
i
YES
NO
NO
YES
Determination of the evaluation method
Research sample preparation
Data collection on business structures
Assessment of competitiveness
Analysis of evaluation results
Looking for reserves to
improve competitiveness
and developing
recommendations for
improving it
Conducting an assessment of
competitiveness taking into
account the developed
activities
Events correcting
Developed measures
adoption
Is competitiveness
provided? Formulating requirements for research – setting goals,
defining tasks
Determination of factors and criteria for competitiveness
Is competitiveness
provided? Recommendations
development for further
competitiveness
improvement Formulating requirements for research – setting goals,
defining tasks Analysis of evaluation results Is competitiveness
provided? Recommendations
development for further
competitiveness
improvement Looking for reserves to
improve competitiveness
and developing
recommendations for
improving it Conducting an assessment of
competitiveness taking into
account the developed
activities Is competitiveness
provided? Events correcting Developed measures
adoption Fig.2. Algorithm for managing the entrepreneurial structures competitiveness Discussion The desire to increase the entrepreneurial activities efficiency and ensure the entrepreneurial
structures sustainable development necessitates a detailed analysis of their competitiveness
and the development of measures aimed at ensuring competitiveness in conditions of
economic instability. 7 https://doi.org/10.1051/matecconf/201819305071 MATEC Web of Conferences 193, 05071 (2018)
ESCI 2018 The toolkit for assessing and managing competitiveness presented in this article makes it
possible to compare the studied entrepreneurial structure with the actual business structures
on the market – competitors, and not with the abstract organization accepted as the standard. A key role in ensuring the business structures competitiveness belongs to integral factors,
such as operational efficiency and strategic positioning that in turn, together with the
intellectual property security coefficient, innovation growth coefficient and innovation share,
characterizing innovation potential, allow us to determine the level of business structures
competitiveness. The modified dynamic method, on the one hand, is focused on the current state of the
business structure and on its current level of competitiveness; and on the other hand, the
added coefficients take into account the competitiveness of the business structure in the future
that is separated by a specific time period from the present. Conclusion The issue of improving the strategy aimed at ensuring the entrepreneurial structures
competitiveness, both in economic science and in practical activities, is very multifaceted,
requires a systematic approach and concentration, in particular, on improving research
methods and assessing competitiveness. When assessing the entrepreneurial structures competitiveness, innovation potential
should be taken into account as a component that allows to take into account future
competitive opportunities associated with the level of innovation in the business structure
and with the opportunity in the future to compete with entrepreneurial structures that actively
implement innovations in their entrepreneurial activities. The entrepreneurial structures competitiveness management should be in accordance with
the methodology proposed in the work, based on the use of accounting for the impact of
internal and external factors and the use of feedbacks between management impacts and the
results of applying the proposed activities to ensure competitiveness. References 1. R. A. Fatkhutdinov, Contemporary competition, 1 (1), 73-86 (2007) 2. M. I. Gelvanovsky, Our business, 6(8), 10-16 (2011) 3. I. V. Korneeva, Marketing: Textbook and workshop for academic baccalaureate.. (Moscow, Yurayt Publishing House, 2018) 4. E. M. Porter, International competition. Competitive advantages of countries. (Moscow, Alpina Publisher, 2016) 5. D. S. Voronov, Marketing in Russia and abroad, 5, 92-102 (2014) 6. P. S. Zavyalov, Marketing in diagrams, drawings, tables: Textbook. (Moscow, SRC
INFRA-M, 2014) 7. N. I. Komkov, A. V. Lazarev, Problems of forecasting, 4, 3-20 (2007) 8. M. Kh. Meskon, M. Albert, F. Khedouri, Fundamentals of Management. 3rd ed. (Transl. from English). (Moscow, Williams Publishing House, 2012) 9. A. N. Asaul, Formation of competitive advantage of business entities in construction. (Petersburg, ANO “IPEV”, 2014) 10. O. A. Tarutko, Analysis and refinement of the category-conceptual apparatus of the
entrepreneurial structures competitiveness theory, Development of financial relations
in the period of the digital economy formation. Coll. of scient. papers of the 8 MATEC Web of Conferences 193, 05071 (2018)
ESCI 2018 https://doi.org/10.1051/matecconf/201819305071 international scientific-practical conference. St. Petersburg, Publishing house of the St. Petersburg University of Management Technologies and Economics , 297-306 (2018) international scientific-practical conference. St. Petersburg, Publishing house of the St. Petersburg University of Management Technologies and Economics , 297-306 (2018) 11. V. A. Kunin, O. A. Tarutko, Problems of Modern Economics, 1 (65), 65-68 (2018) 12. E. A. Tolstikov, Symbol of Science, 11, 204-207 (2016) 13. I. B. Beregovaya, A. A. Morozkin, The system of balanced indicators, Young scientist,
32, 361-364 (2017) 16. P. P. Korsunov, Management of economic systems, 1 (95), 6-16 (2017) 17. Zh. A. Mingaleva, I. I. Platynyuk, Creative economy, 4, 52-58 (2011) 18. E. S. Mityakov, S. N. Mityakov, Comparative analysis of approaches to calculating the
generalized index of economic security of Russia, Modern problems of science and
education, 3 (2014) 19. A. V. Kalina, I. P. Savelieva, Vestnik of the South Ural State University. Series:
Economics and Management, 4, 15-24 (2014) 20. A. Rumyantseva, O. Smeshko, MATEC Web of Conferences, 170, 01083 (2018),
DOI: https://doi.org/10.1051/matecconf/201817001083 21. URL: http://www.csrs.ru/archive/stat_2017_inno/innovation_2017.pdf 25. URL: http://rosrid.ru 21. URL: http://www.csrs.ru/archive/stat_2017_inno/innovation_2017.pdf 22. O. Aleksandrova, E. Ivleva, V. Sukhacheva, A. Rumyantseva, E3S Web of
Conferences, 33, 03057 (2018) 23. V. Bichurina, A. Rumyantseva, MATEC Web of Conferences, 170, 01084
(2018), https://doi.org/10.1051/matecconf/201817001084 24. V. A. Kunin, O. A. Tarutko, Economics and management, 4 (150), 37-44 (2018)
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URL: http://rosrid ru 24. V. A. Kunin, O. A. Tarutko, Economics and management, 4 (150), 37-44 (2018) 25. URL: http://rosrid.ru 25. URL: http://rosrid.ru 9
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Analyzing the relative efficiency of China’s Yangtze River port system
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Maritime economics & logistics
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Maritime Economics & Logistics (2020) 22:640–660
https://doi.org/10.1057/s41278-020-00148-5 Maritime Economics & Logistics (2020) 22:640–660
https://doi.org/10.1057/s41278-020-00148-5 ORIGINAL ARTICLE Analyzing the relative efficiency of China’s Yangtze River
port system Shilin Ye1,2 · Xinhua Qi1,2 · Yecheng Xu3 Published online: 24 January 2020
© The Author(s) 2020 1
Key Laboratory for Humid Subtropical Eco‑geographical Processes of the Ministry
of Education, Fujian Normal University, Fuzhou, People’s Republic of China
2
School of Geographical Sciences, Fujian Normal University, Fuzhou,
People’s Republic of China
3
School of Forestry and Wildlife Sciences, Auburn University, Auburn, USA * Xinhua Qi
fjqxh@fjnu.edu.cn Keywords River port · Port efficiency · Super-SBM model · Malmquist productivity
index · Yangtze River port system 1
Key Laboratory for Humid Subtropical Eco‑geographical Processes of the Ministry
of Education, Fujian Normal University, Fuzhou, People’s Republic of China 3
School of Forestry and Wildlife Sciences, Auburn University, Auburn, USA 2
School of Geographical Sciences, Fujian Normal University, Fuzhou,
People’s Republic of China 1 Introduction As critical nodes and potential bottlenecks in the international logistical network,
ports play a pivotal role in global trade, particularly as hubs, facilitating intermodal
transfers at intersections with other modes of transport. Thanks to rapid economic
globalization and the development of modern logistics, the function of ports has
evolved from a traditional waterway transit node to a complex logistics center, inte-
grating transportation, law, information, industry, trade, and other systems (Drewe
and Janssen 1998). Currently, ports are deeply embedded in global production,
transport, distribution and sales, forming a vital link in the global value and supply
chain (Robinson 2002). Ports have become one of the main engines for the promo-
tion of regional economic development and an important contributor to a nation’s
international competitiveness (Suykens and Van de Voorde 1998; Chin and Tongzon
1998). However, some factors, including global economic integration, improvements
in supply chain management methods, the rapid growth of transport infrastructures,
and intermodal transportation, have caused increasingly fierce competition among
ports worldwide, obliging those ports to provide more value-added logistics services
and continuously improve their operational efficiency (Wang and Cullinane 2006;
Verhoeven 2010; Da Silva and Rocha 2012). Accordingly, improving port efficiency
has become a critical task for local governments, particularly in rapidly develop-
ing regions. This increasing competitive pressure on ports as well as the demands
of regional economic development have made port efficiency an important topic
among scholars since the second half of the 1990s (Wang et al. 2004; González and
Trujillo 2008). In recent years, the large economic centers and distant hinterland regions of the
Yangtze River economic belt (YZREB) have been more closely connected, with the
continuous improvement of comprehensive transportation systems, especially the
development of transport along inland waterways, which has promoted the rapid
development of the regional economy along the YZREB. Currently, the develop-
ments of the Yangtze River’s shipping markets and port systems have received
extensive attention from academia, with numerous research studies. These stud-
ies principally cover the evolution of the spatial structure of the port systems, the
relationship between ports and cities, the optimization of cargo consolidation and
distribution systems, etc. (Zhao et al. 2019). However, we still lack sufficient under-
standing of the efficiency characteristics of river ports along the Yangtze (Yuen
et al. 2013; Barros et al. 2016). Additionally, quantitative analysis of these ports’
efficiency is required. Abstract In spite of the rapid growth of the Yangtze River port system (YRPS) in recent years,
knowledge regarding the efficiency characteristics of these ports along the Yangtze
River is still limited. This article evaluates the relative efficiency of 22 major ports
along the Yangtze River from 2010 to 2016 by using the novel super slacks-based
measure (super-SBM) model and the Malmquist productivity index. The YRPS
showed a relatively low level of average technical efficiency in 2016, and the tech-
nical efficiency values of these ports increased generally from upstream to down-
stream. In terms of returns to scale, the ports of Shanghai, Nantong, and Suzhou
should pay attention to resource allocation, technological advancement, and insti-
tutional innovation in the future. The remaining 19 ports, however, should increase
investment in the optimization of production-capacity structures, the upgrading of
terminal equipment, the improvement of consolidation and distribution systems,
channel regulation, and information sharing among terminals. Our results also show
that the production technology, resource utilization, enterprise management, and
scale economies of the YRPS improved during 2010–2016, and this significantly
enhanced the total factor productivity (TFP). Based on these findings, we propose
several development strategies for the YRPS, such as improving the consolidation
and distribution systems of ports, encouraging the cross-regional integration of port
and shipping enterprises, strengthening the coconstruction and sharing of infrastruc-
ture, and optimizing the hub-and-spoke network of the YRPS. Keywords River port · Port efficiency · Super-SBM model · Malmquist productivity
index · Yangtze River port system * Xinhua Qi
fjqxh@fjnu.edu.cn Vol: Analyzing the relative efficiency of China’s Yangtze River… 641 2 Literature review of port efficiency analysis Port efficiency, which deeply influences port competitiveness and determines
whether a port can survive in a fiercely competitive environment, has been
broadly investigated. After reviewing the existing literature, we can determine
that efficiency mainly focuses on the following two issues.fi fi
First, how can port efficiency be measured comprehensively? A number of
approaches to measure port efficiency have been adopted in existing literature. In the early days, efficiency measurement was usually based on single or multi-
ple indicators, such as single-factor productivity (De Monie 1987), total factor
productivity (Kim and Sachish 1986), or multiple regression analysis (Tongzon
1995). These measurements are valuable for describing port efficiency from one
or more dimensions and are easy to apply. However, their limitations are also
obvious. Port efficiency cannot be easily fully represented by a single indicator,
considering that the information delivered by any single indicator is insufficient. On the other hand, the main weakness of multiple indicators lies in the difficulty
of judging whether variations in the different indicators improve or reduce port
efficiency (Cullinane and Wang 2006a). fi
y
g
Several more reasonable and persuasive approaches have been suggested for a
more comprehensive assessment of port efficiency. Among them, data envelop-
ment analysis (DEA) (Tongzon 2001; Barros 2003; Cullinane et al. 2005; Yuen
et al. 2013; Beuren et al. 2018) and stochastic frontier analysis (SFA) (Liu 1995;
Coto-Millan et al. 2000; Cullinane and Song 2003; Pagano et al. 2013; Sere-
brisky et al. 2016) have been widely used (Cullinane et al. 2006; Panayides et al. 2009; Merkel and Holmgren 2017); For example, Barros and Athanassiou (2004)
applied DEA to estimate the relative efficiency of two Greek and four Portuguese
seaports from 1998 to 2000. These authors suggested that scale economies and
privatization improve performance. Similarly, Beuren et al. (2018) evaluated
and compared the efficiency of the main Brazilian ports by using DEA to assess
whether port efficiency is significantly affected by the nature of the cargo that is
handled or the management model that is adopted. Their results showed no signif-
icant efficiency differences among different management models or types of cargo
handled. Pagano et al. (2013) used SFA to compare the effectiveness of privatized
Panamanian ports with US ports at varying degrees of privatization; their results
estimated the savings and effectiveness gains from privatization.fi f
Second, what are the factors that determine port efficiency? Numerous studies
have focused on this issue. 1 Introduction In the present work, the efficiency of the Yangtze River port
system (YRPS) is measured by using the super slacks-based measure (super-SBM)
model (Tone 2002) and Malmquist productivity index (Malmquist 1953). We expect
this study to provide a reasonable decision-making basis for port operations and pro-
mote the synergetic development of river port systems. The remainder of this manuscript is organized as follows: Section 2 reviews the
existing studies on port efficiency. Section 3 presents the characteristics of the Yang-
tze River port system. Section 4 details the methodology and describes the data. Section 5 presents the results and discussion, and Sect. 6 describes the conclusions. S. Ye et al. 642 2 Literature review of port efficiency analysis Scholars have attempted to examine how port effi-
ciency is associated with variables that are related to management and/or policies
(Notteboom et al. 2000; Tongzon and Heng 2005; Cullinane et al. 2005; Yuen
et al. 2013; Serebrisky et al. 2016). Most of these studies have concluded that
privatization and deregulation in the port sector positively affect efficiency (Culli-
nane et al. 2002; Cullinane and Song 2003; Barros and Athanassiou 2004; Pagano
et al. 2013); For example, private-sector participation in Asian, European, and
American container terminals has increased operational efficiency (Tongzon and
Heng 2005). In contrast, other study argued that a clear-cut relationship between Analyzing the relative efficiency of China’s Yangtze River… 643 port ownership or management and efficiency could not be proven (Liu 1995;
Notteboom et al. 2000; González and Trujillo 2009). According to an empirical
study with a sample of 19 ports in North America and Europe, Valentine and
Gray (2002) found that ownership does not significantly affect port efficiency.fii port ownership or management and efficiency could not be proven (Liu 1995;
Notteboom et al. 2000; González and Trujillo 2009). According to an empirical
study with a sample of 19 ports in North America and Europe, Valentine and
Gray (2002) found that ownership does not significantly affect port efficiency.fii iffi
Several studies have found that port efficiency increases significantly with port
size, driven by economies of scale and agglomeration (Martínez-Budria et al. 1999;
Notteboom et al. 2000; Barros 2006; De Oliveira and Cariou 2011; Schøyen and
Odeck 2013). Barros and Athanassiou (2004) believed that scale is the main source
of port efficiency. In addition, some studies examined the relationship between port
efficiency and other factors, such as the geographical location and accessibility of
the port (Liu 1995; Caldeirinha and Felicio 2011; Bergantino and Musso 2011), the
port’s competitive position (Haralambides et al. 2002; Defilippi and Flor 2008; Yuen
et al. 2013; De Oliveira and Cariou 2015), the essential production factors (Dowd
and Leschine 1990; Wan et al. 2014), and the economic level of the port hinterland
(Tongzon 2002; Cheon 2007).fi The above-cited studies mainly focused on the characteristics of seaport effi-
ciency and its influencing factors by using a variety of research methods across
different periods or regions. Few studies have addressed the river ports along the
Yangtze or in other riverine areas of China and across the world. 1 The mainstream waterway of the Yangtze River is around 2800 km and can be divided into three main
reaches: the upper reach from Yichang to Yibin, the middle reach from Wuhan to Yichang, and the lower
reach from Shanghai to Wuhan. 2 Literature review of port efficiency analysis In fact, each river
port system has its own dynamics, and its spatial and functional development is both
location and time specific (Notteboom 2007). This paper focuses exclusively on the
nature of port efficiency along the Yangtze, with a specific emphasis on the dynamic
characteristics of technical efficiency and total factor productivity by using both the
super-SBM model and Malmquist productivity index. 3 Yangtze River port system The Yangtze River originates from the Tanggula Mountains on the Qinghai-Tibet
Plateau. The river is 6397 km long,1 the longest river in Asia and the third longest
in the world. The drainage area of the river is more than 1.8 million km2, account-
ing approximately one-fifth of China’s land mass (Fig. 1). The river flows through
three economic zones (eastern, central, and western) of China and plays an increas-
ingly important socioeconomic and ecological role in China. Since the beginning of
the 21st century, the YZREB has become the largest inland industrial belt and one
of the most important manufacturing industry bases in the world (Yu et al. 2015). Meanwhile, as the region with the most developed economy and the highest degree
of urban agglomeration in China, the Yangtze River Delta has developed into one of
the most important foundations for economic growth. Against this background, the
YRPS has transitioned into periods of sustained and rapid development. The ports
along the Yangtze River handled over 2.5 billion tons of cargo in 2017, increasing S. Ye et al. 644 Fig. 1 Major ports along the Yangtze River Fig. 1 Major ports along the Yangtze River by more than 8.2% compared with the previous year2 and ranking first among the
world’s inland waterway ports. Given its strategic position for China and its criti-
cal role in the YZREB, the effective and sustainable development of the YRPS has
attracted the interest of policymakers and scholars.i However, the ports along the Yangtze River have faced fiercer competition com-
pared with seaports because of their proximity, overlapping hinterlands, and similar
shipping conditions within specific areas of the inland waterway. Since the reform
of China’s port management system in 2001, all port authorities were devolved from
the central government to various local governments, and the latter became the main
bodies responsible for the investment, construction, and maintenance of port infra-
structure. Subsequently, more port cities along the Yangtze River have joined the
spree of port infrastructure construction, creating a serious excess of terminals. At present, more than 3900 cargo berths are present on the mainstream waterway of
the Yangtze River, of which 581 are 10,000-ton berths, measuring around 0.7 berths
per kilometer of riverbank.3 This situation has caused the disorderly and inefficient uti-
lization of riverbank resources and intensified hinterland competition among nearby
ports (for instance, Yibin–Luzhou–Chongqing, Chongqing–Wuhan, Wuhu–Ma’anshan,
and Nanjing–Suzhou). 2 http://finance.people.com.cn/n1/2018/0105/c1004-29746857.html.
3 http://finance.people.com.cn/n1/2018/0518/c1004-29998355.html. 2 http://finance.people.com.cn/n1/2018/0105/c1004-29746857.html.
3i 3 Yangtze River port system In addition, the development of the Yangtze River ports faces
a series of problems: The shipping services sector and related maritime clusters have
lagged, consolidation and distribution systems have become insufficient, management Analyzing the relative efficiency of China’s Yangtze River… 645 practices have become inferior, etc. Accordingly, methods to improve the competitive
environment and increase the production efficiency of ports have become a priority for
the sustainable development of the YRPS. practices have become inferior, etc. Accordingly, methods to improve the competitive
environment and increase the production efficiency of ports have become a priority for
the sustainable development of the YRPS. 4.1 Super‑SBM model For the SBM model, the efficiency of a DMU (x0, y0) can be measured by the fol-
lowing fractional problem: (3)
min
휌=
1 −1
m
∑m
i=1
s−
j
xi0
1 + 1
s
∑s
i=1
s+
j
yi0 (3) (3) S. Ye et al. 646 subject to
x0 = X휆+ s− (4) (5)
y0 = Y휆−s+ y0 = Y휆−s+ (5) (6)
휆≥0,
s−≥0,
s+ ≥0, 휆≥0,
s−≥0,
s+ ≥0, (6) where the value of ρ is the efficiency score at DMU (x0, y0). A DMU (x0, y0) is
SBM-efficient if ρ* = 1, which means s−* = s+* = 0.fi fi
To further compare and rank SBM-efficient DMUs, Tone (2002) proposed the
super-efficiency SBM model, which is derived from the SBM model and the super-
efficiency DEA model that was proposed by Andersen and Petersen (1993). The super-
efficiency SBM model is described as (7)
𝛿∗= min 𝛿=
1
m
∑m
i=1
̄xi
xi0
1
s
∑s
r=1
̄yr
xr0 (7) (8)
Subject to
̄x ≥
n
∑
j=1,j≠0
𝜆jxj (8) (9)
̄y ≥
n
∑
j=1,j≠0
𝜆jyj (9) (10)
̄x ≥x0,
̄y ≤y0,
̄y ≥0;
𝜆j ≥0,
j = 1, … , n. (10) 4.1 Super‑SBM model DEA is a nonparametric technique that is used in operations research and econometrics
for multivariate frontier estimation and ranking. This approach can be utilized to calcu-
late the relative efficiency levels within a group of decision-making units (DMUs) by
comparing the relationship (distance) between a DMU and the efficient frontier (Panay-
ides et al. 2009). In the field of port efficiency measurement, DEA has become one of
the mainstream technical tools, offering remarkable advantages such as not requiring
the adoption of a specific form of frontier production function, nonsubjective weights,
and simple data requirements (Barros and Athanassiou 2004; Lai et al. 2012). However,
traditional DEA models are radial and angular measurement methods, creating effi-
ciency measurements that reflect equiproportional reductions in inputs or outputs onto
the best-practice frontier (Farrell 1957). The accuracy of traditional DEA efficiency
measurements is affected by the method’s inability to consider input excesses and out-
put shortfalls from inefficient DMUs (known as slacks). To overcome the shortcomings
of traditional DEA, Tone (2001) proposed a slacks-based measure of efficiency (SBM),
which is nonradial and directly handles input or output slacks. The SBM model can
be interpreted as profit maximizing, in contrast to traditional DEA models such as the
CCR model, which attempt to find the maximum ratio of the virtual output over the
virtual input. Consider a production system with n homogeneous DMUs expressed as the input
and output matrices X = (xij) ∈ Rm×n and Y = (yij) ∈ Rs×n, respectively. Furthermore, all
the inputs and outputs are assumed to be positive, i.e., X > 0 and Y > 0. The production
possibility set P is defined as (1)
P = {(x, y)|x ≥X휆, y ≤Y휆, 휆≥0}, (1) where λ is a nonnegative vector in Rn. A certain DMU (x0, y0) can be described as (2)
x0 = X휆+ s−,
y0Y휆−s+, (2) where λ ≥ 0 and s− and s+ indicate the input and output slack variables, respectively. For the SBM model, the efficiency of a DMU (x0, y0) can be measured by the fol-
lowing fractional problem: where λ ≥ 0 and s− and s+ indicate the input and output slack variables, respectively. 4 The 22 sample ports: Luzhou, Chongqing, Yichang, Jingzhou, Yueyang, Wuhan, Huangshi, Jiujiang,
Anqing, Chizhou, Tongling, Wuhu, Ma’anshan, Nanjing, Zhenjiang, Taizhou, Yangzhou, Jiangyin,
Changzhou, Suzhou, Nantong, and Shanghai. 4.2 Malmquist productivity index Although cross-sectional data enable one to track each producer and its efficiency
through a sequence of periods, the results might contain bias arising from situations
specific to the period under examination (Kumbhakar and Lovell 2000; Panayides
et al. 2009). To overcome this inherent limitation, the Malmquist productivity index
(MPI) has been proposed (Malmquist 1953; Caves et al. 1982; Färe et al. 1994) and
has become the most widely applied approach for measuring changes in both effi-
ciency and productivity over time (Cullinane et al. 2004). The MPI is based on the Shephard distance function (Shephard 1970). Färe et al. (1994) defined distance functions with respect to two different periods and specified
the output-based MPI as the geometric mean of two CCD-type MPIs (Caves et al. 1982): (11)
M0(xt+1, yt+1, xt, yt) =
[
Dt
o(xt+1, yt+1)
Dt
o(xt, yt)
×
Dt+1
o (xt+1, yt+1)
Dt+1
o (xt, yt)
]1∕2
. (11) Analyzing the relative efficiency of China’s Yangtze River… 647 The index can be broken down into two components: The index can be broken down into two components: M0(xt+1, yt+1, xt, yt) =
Dt
o(xt+1, yt+1)
Dt
o(xt, yt)
×
[
Dt
o(xt+1, yt+1)
Dt+1
o (xt+1, yt+1) ×
Dt
o(xt, yt)
Dt+1
o (xt, yt)
]1∕2
, (12) fi
(12)
[
] where the ratio outside the brackets measures the changes in technical efficiency
(i.e., the change in the distance of the observed production from the maximum
potential production) between periods t and t + 1. The geometric mean of the two
ratios inside the brackets measures the technological change (TC) between two peri-
ods evaluated at xt and xt+1. In addition, if strong disposability of inputs and outputs is assumed (Färe et al. 1994), the technical efficiency change (TEC) can be further decomposed into the
pure technical efficiency change (PTEC) and scale efficiency change (SEC), where
TEC = PTEC × SEC. The multiplicative decomposition of this index becomes (13)
M0(xt+1, yt+1, xt, yt) =
Dt+1
o (xt+1, yt+1|VRS)
Dt
o(xt, yt|CRS)
×
Dt+1
o (xt+1, yt+1|VRS)
Dt
o(xt, yt|VRS)
×
[
Dt
o(xt+1, yt+1|CRS)
Dt+1
o (xt+1, yt+1|CRS) ×
Dt
o(xt, yt|CRS)
Dt+1
o (xt, yt|CRS)
]1∕2
, where CRS and VRS represent the constant returns to scale and the variable returns
to scale assumptions, respectively. If M > 1, productivity is improved. If M < 1, pro-
ductivity is reduced. If M = 1, productivity remains unchanged. 4.3 Data collection One critical issue in port efficiency measurement is sample selection. Although no
explicit restrictions exist for the selection of ports, having competitive relationships
among the selected ports is preferable in terms of efficiency measurement. With
this approach, the ranking of relative efficiencies becomes more valuable and pro-
vides more references for the sustainable development of these ports (Panayides
et al. 2009). In addition, Ali et al. (1989) and Bowlin (1987) both suggested that
the number of DMUs should be at least twice the sum of the input and output vari-
ables. To serve the purpose of this study, 22 major ports along the Yangtze River4
were selected as a sample; their locations are depicted in Fig. 1. These ports, which
are the primary nodes of the Yangtze River’s shipping network, handle more than
90% of the cargo and container throughput of the Yangtze River Basin. The beaded-
string-like distribution of these ports along the Yangtze River and their geographic
proximity result in overlapping hinterlands. For a long time, these ports have both S. Ye et al. 648 competed and cooperated with each other in areas such as sources of goods, high-
end shipping talent, and shipping cluster by and large. One could reasonably label
these ports as a close-knit organic whole. competed and cooperated with each other in areas such as sources of goods, high-
end shipping talent, and shipping cluster by and large. One could reasonably label
these ports as a close-knit organic whole. While perusing earlier research, it was observed that the input and output vari-
ables that were used for measuring port efficiency were quite different. The most
frequent input variables often related to the efficient use of land, labor, and capital
(Dowd and Leschine 1990), e.g., length of berths, terminal areas, warehouse capac-
ity, number of gantry cranes and employees, and quayside water depth (Tongzon
2001; Barros and Athanassiou 2004; Cullinane and Wang 2006b; Wu and Goh 2010;
De Oliveira and Cariou 2011; Nguyen et al. 2018). At the same time, cargo through-
put, container throughput, and number of ship calls have often been chosen as out-
put variables (Valentine and Gray 2001; Itoh 2002; Barros and Athanassiou 2004;
Cullinane et al. 2006; Beuren et al. 2018; Nguyen et al. 2018). These studies provide
some referencing for the present study. 5 There is a statistical overlap between port cargo throughput and container throughput. Container
throughput reflects the total number of import and export containers in a certain port over a period of
time, including heavy and empty containers. The cargo throughput refers to the amount of cargo trans-
ported in and out of the port area by water, but it does not reflect the number of empty containers han-
dled by the port. And this is critical to the port’s production efficiency. Therefore, the simultaneous use
of cargo throughput and container throughput as output variables in port efficiency calculations is a com-
promise approach under existing data conditions. 4.3 Data collection However, we consider that inputs and out-
puts should accurately reflect the actual objectives and processes of port/terminal
production, alongside the availability of data on the Yangtze River ports. Therefore,
quay-wall length, number of berths, and channel (dredging) depth are used in the
present work as inputs, and general cargo throughput and container throughput as
outputs.5 Panel data for the 22 major ports in 2010, 2012, 2014, and 2016 were selected,
giving a sample of 88 observations. The raw data were mainly obtained from the
China Statistical Yearbook, the China Transportation and Communications Year-
book, and the China Ports Yearbook, each of which consider several issues. To solve
the problem of data unavailability for some ports, data that were collected from the
websites or annual reports of sampled ports and terminal operators were also incor-
porated into the final dataset. Some important statistics relating to the sample are
summarized in Table 1. 5.1 Efficiency of the Yangtze River port system Based on this dataset, the efficiency characteristics of the Yangtze River port system
in 2016 were estimated and compared by using the super-SBM DEA model of the
MyDEA software package. The efficiency measurements are presented in Table 2. fi
These results show that the Yangtze River port system in 2016 had a relatively low
average technical efficiency (TE) of 0.642, at a great distance from the production Analyzing the relative efficiency of China’s Yangtze River… 649 ble 1 Summary statistics of the sample
ource Data obtained from the China Statistical Yearbook, China Transportation and Communications Yearbook, China Ports Yearbook, etc. Outputs
Inputs
Cargo throughput (ton)
Container throughput
(TEU)
Quay line length (m)
Berth number (unit)
Channel dredg-
ing depth (m)
ean
12,904.6
211.2
22,549.8
267.0
7.6
in. 453.0
0.7
801.7
19.0
2.7
ax. 75,528.9
3713.3
170,970.0
2570.0
15.5
andard deviation
16,040.4
696.6
34,383.8
509.7
3.6
um
1,135,607.2
18,583.7
1,984,378.8
23,498.0
666.1 ble 1 Summary statistics of the sample
urce Data obtained from the China Statistical Yearbook, China Transportation and Communications Yearbook, China Ports Yearbook, etc. Outputs
Inputs
Cargo throughput (ton)
Container throughput
(TEU)
Quay line length (m)
Berth number (unit)
Channel dredg-
ing depth (m)
ean
12,904.6
211.2
22,549.8
267.0
7.6
in. 453.0
0.7
801.7
19.0
2.7
ax. 75,528.9
3713.3
170,970.0
2570.0
15.5
andard deviation
16,040.4
696.6
34,383.8
509.7
3.6
m
1,135,607.2
18,583.7
1,984,378.8
23,498.0
666.1 ble 1 Summary statistics of the sample
urce Data obtained from the China Statistical Yearbook, China Transportation and Communications Yearbook, China Ports Yearbook, etc. Outputs
Inputs
Cargo throughput (ton)
Container throughput
(TEU)
Quay line length (m)
Berth number (unit)
Channel dredg-
ing depth (m)
ean
12,904.6
211.2
22,549.8
267.0
7.6
in. 453.0
0.7
801.7
19.0
2.7
ax. 75,528.9
3713.3
170,970.0
2570.0
15.5
andard deviation
16,040.4
696.6
34,383.8
509.7
3.6
m
1,135,607.2
18,583.7
1,984,378.8
23,498.0
666.1 S. Ye et al. 650 Table 2 The efficiency of the Yangtze River port system in 2016
IRS represents increasing returns to scale, and DRS represents decreasing returns to scale. TE, PTE,
and SE represent the comprehensive technical efficiency, pure technical efficiency, and scale efficiency,
respectively. 5.1 Efficiency of the Yangtze River port system Starting with Analyzing the relative efficiency of China’s Yangtze River… 651 SE, Shanghai showed the highest SE (2.714) and was the only port to achieve scale
effectiveness, followed by Yangzhou, Nantong, and Changzhou (0.998, 0.993, and
0.923, respectively). These three ports showed relatively high SEs and were very
close to the optimal SE state. Moreover, the SEs of the remaining sample ports devi-
ated from the optimal state to varying degrees. The standard deviation and mean
of the SE were 0.505 and 0.705, respectively, indicating that the SE of the Yangtze
River port system demonstrates significant differences, and the actual production
scales are quite far from optimal. The scale effect of the Yangtze River port system
has not yet been fully realized. Compared with the SE, differences in the PTE were
more pronounced: the standard deviation of the PTE was 0.629. Nine ports, includ-
ing Suzhou (PTE = 3.478), Jingzhou (PTE = 1.680), Changzhou (PTE = 1.279),
and Yueyang (PTE = 1.157), reached the optimal PTE level, comprising 40.9% of
the sample ports, which was more than the number of ports with optimal TEs and
SEs. The YRPS presented a relatively high average PTE (0.943), indicating that the
PTE was very close to the optimal level and was affected by factors such as technol-
ogy, operational modes, and enterprise management and decisions. The penultimate column of Table 2 lists the positions of the 22 sample ports in
the VRS frontier. The ports with decreasing returns to scale are Shanghai, Nantong,
and Suzhou, comprising 13.6% of the sample ports. This result indicates that the
development of these three ports, which are located near the Yangtze River Estuary,
exceeded the optimal scale. In other words, under the premise of maintaining the
current output level, input redundancy should restrict any improvements in the SE
of these ports. The remaining ports all show increasing returns to scale, although
in actual practice much of their (excess) capacity and resources, particularly in the
middle and upper reaches of the Yangtze River, are dysfunctional and obsolete, a
structural overcapacity problem caused by blind port competition in the past. There-
fore, investing in resources is still an effective method to improve the SE of these
ports, from the perspective of input–output ratio. There is currently more capacity than is required to produce the current through-
put level. 5.1 Efficiency of the Yangtze River port system Location
Port
TE
PTE
SE
Returns to
scale
Rank
Upper reach
Luzhou
0.219
1.085
0.202
IRS
19
Chongqing
0.370
0.478
0.775
IRS
15
Middle reach
Yichang
0.149
1.001
0.149
IRS
21
Jingzhou
0.195
1.680
0.116
IRS
20
Yueyang
0.700
1.157
0.605
IRS
6
Wuhan
0.376
0.668
0.562
IRS
14
Huangshi
0.261
0.655
0.398
IRS
17
Jiujiang
0.459
0.730
0.629
IRS
11
Lower reach
Anqing
0.120
0.425
0.283
IRS
22
Chizhou
0.241
0.536
0.449
IRS
18
Tongling
0.634
1.003
0.632
IRS
7
Wuhu
0.457
0.623
0.733
IRS
12
Ma’anshan
0.406
0.584
0.695
IRS
13
Nanjing
0.622
0.719
0.865
IRS
8
Zhenjiang
0.331
0.462
0.716
IRS
16
Taizhou
0.477
0.606
0.787
IRS
10
Yangzhou
1.007
1.009
0.998
IRS
4
Jiangyin
0.522
0.674
0.774
IRS
9
Changzhou
1.181
1.279
0.923
IRS
3
Suzhou
1.795
3.478
0.516
DRS
2
Nantong
0.887
0.893
0.993
DRS
5
Shanghai
2.714
1.000
2.714
DRS
1
SD
0.592
0.629
0.505
Mean
0.642
0.943
0.705 Table 2 The efficiency of the Yangtze River port system in 2016 IRS represents increasing returns to scale, and DRS represents decreasing returns to scale. TE, PTE,
and SE represent the comprehensive technical efficiency, pure technical efficiency, and scale efficiency,
respectively. frontier. The ports of Shanghai (TE = 2.714), Suzhou (TE = 1.795), Changzhou
(TE = 1.181), and Yangzhou (TE = 1.007) were the few ports with TEs greater than
one, representing only 3 out of all 22 sample ports. The efficiency scores of other
sample ports were significantly lower and did not exceed one, i.e., with plenty of
room to improve efficiency through better resource utilization. The standard devia-
tion of the YRPS’s TE was 0.592, indicating obvious differences in the TE of these
ports; For example, the TE of Shanghai (2.714) was around 23 times that of Anqing
(0.120). Furthermore, the spatial distribution of the TEs of ports along the Yang-
tze River generally increased from the upper to lower reaches. This result is closely
related to the unbalanced development of ports along the Yangtze River over a long
period time, caused by great disparities in channel conditions, hinterland economies,
consolidation and distribution systems, and government policies.if For the two decompositions of TE, the sample ports showed significant differ-
ences in scale efficiency (SE) and pure technical efficiency (PTE). 5.1 Efficiency of the Yangtze River port system However, in fact, much of the production capacity is actually backward or
invalid, representing a structural overcapacity problem caused by the blind competi-
tion that has been going on for a long time.l Notably, the measurement results of the super-SBM DEA model mainly reflect
the relative efficiency characteristics and rankings of different ports in the port sys-
tem. The measurement results imply that most of the Yangtze River ports (except for
Shanghai, Nantong, and Suzhou) should increase their resource inputs to improve
SE. However, this approach seems to be inappropriate from the perspective of the
sustainable development of ports. Since the devolution of port management in 2001,
the port cities along the Yangtze River have invested blindly in terminal facilities
to improve their competitiveness and seize the sources of goods from nearby ports. Currently, a large number of terminals exist along the Yangtze River, but the propor-
tion of small, chaotic, scattered, and weak terminals is obviously high. Currently,
more than 2700 terminal operators have obtained terminal operation permits along
the Yangtze River, of which only about 70 have a cargo throughput of more than
5 million tons (CPHA 2017). At the same time, this situation introduces a series of
issues into the YRPS, such as overlapping of port functions, structural surplus of S. Ye et al. 652 Upper reach
Middle reach
Lower reach
Yangtze River Upper reach
Middle reach
Lower reach
Yangtze River cargo handling capacity, extensive utilization of riverbanks, and environmental dam-
age. Therefore, investment in resources should focus on expanding the number and
scale of terminals and pay more attention to the optimization of production capacity
structures, the upgrading of terminal equipment, the improvement of consolidation
and distribution systems, channel regulation, and the informatization construction of
terminals to maintain the sustainable development of most ports along the Yangtze
River. Th
22 i
b
di id d i
h
i
b
d
h i
0.0
0.2
0.4
0.6
0.8
1.0
TE
PTE
SE
Efficiency value
Upper reach
Middle reach
Lower reach
Yangtze River
Fig. 2 Efficiency of three main port groups in 2016 0.0
0.2
0.4
0.6
0.8
1.0
TE
PTE
SE
Efficiency value
Fig. 2 Efficiency of three main port groups in 2016 0.0
0.2
0.4
0.6
0.8
1.0
TE
PTE
SE
Efficiency value
Fig 2 Efficiency of three main port groups in 2016 Fig. 5.1 Efficiency of the Yangtze River port system Analyzing the relative efficiency of China’s Yangtze River… 653 Table 3 Average values of MPI
and its subcategories for the
Yangtze River port system in
2010–2016
Period
MPI
MPI decomposition
TC
PTEC
SEC
2010–2012
1.153
1.105
1.04
1.004
2012–2014
1.083
0.948
0.997
1.146
2014–2016
1.148
1.187
0.997
0.969
Mean
1.128
1.075
1.011
1.037
0.8
1
1.2
1.4
1.6
Luzhou
Chongqing
Yichang
Jingzhou
Yueyang
Wuhan
Huangshi
Jiujiang
Anqing
Chizhou
Tongling
Wuhu
Ma'anshan
Nanjing
Zhenjiang
Taizhou
Yangzhou
Jiangyin
Changzhou
Suzhou
Nantong
Shanghai
productivity change
MPI
TC
PTEC
SEC
Stability Line
Fig. 3 Average values of MPI and its decomposition (2010–2016, in order of geographic location along
the Yangtze River) Table 3 Average values of MPI
and its subcategories for the
Yangtze River port system in
2010–2016
Period
MPI
MPI decomposition
TC
PTEC
SEC
2010–2012
1.153
1.105
1.04
1.004
2012–2014
1.083
0.948
0.997
1.146
2014–2016
1.148
1.187
0.997
0.969
Mean
1.128
1.075
1.011
1.037 0.8
1
1.2
1.4
1.6
Luzhou
Chongqing
Yichang
Jingzhou
Yueyang
Wuhan
Huangshi
Jiujiang
Anqing
Chizhou
Tongling
Wuhu
Ma'anshan
Nanjing
Zhenjiang
Taizhou
Yangzhou
Jiangyin
Changzhou
Suzhou
Nantong
Shanghai
productivity change
MPI
TC
PTEC
SEC
Stability Line
Fig. 3 Average values of MPI and its decomposition (2010–2016, in order of geographic location along
the Yangtze River) 0.8
1
1.2
1.4
1.6
Luzhou
Chongqing
Yichang
Jingzhou
Yueyang
Wuhan
Huangshi
Jiujiang
Anqing
Chizhou
Tongling
Wuhu
Ma'anshan
Nanjing
Zhenjiang
Taizhou
Yangzhou
Jiangyin
Changzhou
Suzhou
Nantong
Shanghai
productivity change
MPI
TC
PTEC
SEC
Stability Line
Fig. 3 Average values of MPI and its decomposition (2010–2016, in order of geographic location along
the Yangtze River) productivity change Fig. 3 Average values of MPI and its decomposition (2010–2016, in order of geographic location alon
the Yangtze River) 5.1 Efficiency of the Yangtze River port system 2 Efficiency of three main port groups in 2016 cargo handling capacity, extensive utilization of riverbanks, and environmental dam-
age. Therefore, investment in resources should focus on expanding the number and
scale of terminals and pay more attention to the optimization of production capacity
structures, the upgrading of terminal equipment, the improvement of consolidation
and distribution systems, channel regulation, and the informatization construction of
terminals to maintain the sustainable development of most ports along the Yangtze
River. cargo handling capacity, extensive utilization of riverbanks, and environmental dam-
age. Therefore, investment in resources should focus on expanding the number and
scale of terminals and pay more attention to the optimization of production capacity
structures, the upgrading of terminal equipment, the improvement of consolidation
and distribution systems, channel regulation, and the informatization construction of
terminals to maintain the sustainable development of most ports along the Yangtze
River. The 22 river ports can be divided into three main port groups based on their
geographic location: the upper-reach port group, the middle-reach port group, and
the lower-reach port group. The comparative relationships of the TE, PTE, and SE
of each port group are presented in Fig. 2, showing a clear gap in the average TE
and its subcategories among each of the port groups. First, the average TE of the
upper- and middle-reach port groups was 0.295 and 0.357, respectively, far below
that of the lower-reach port group (TE = 0.814) and the average for the entire YRPS
(TE = 0.642). Thus, the weakness in the TE of the YRPS mainly lies in the upper-
and middle-reach port groups. Second, the three port groups were relatively bal-
anced in terms of the average PTE. On average, the middle-reach port group had the
highest PTE (0.982), slightly surpassing those of the lower-reach port group (0.949)
and the entire YRPS (0.943). This result indicates that the middle-reach port group
has certain advantages in aspects such as technology, operational modes, and enter-
prise management. Third, the lower-reach port group showed the best performance,
with an average SE of 0.863. The average SE of the middle-reach port group was
only 0.410, making this group the worst-performing port group and indicating that
the scale benefits of this group were very limited. The SE offset the PTE, reducing
the average TE of the middle-reach port group. 5.2 Dynamic characteristics of the Yangtze River port system’s efficiency Based on the above analysis, we attempted to deepen our understanding of the char-
acteristics of the changes in the efficiency of the YRPS from a dynamic perspec-
tive. Hence, the MPI was used to estimate the changes in TFP for the YRPS, from
2010 to 2016. Table 3 presents the calculations of the MPI and its three decompo-
sitions, namely PTEC, TC, and SEC, for the periods 2010–2012, 2012–2014, and
2014–2016.i These results show that the sample ports experienced a significant improvement
of 12.8% in their MPI between 2010 and 2016. The TC, PTEC, and SEC increased
by 7.5%, 1.1%, and 3.7%, respectively. The results also suggest that the production
technology, resource utilization, enterprise management, and scale economies in the
YRPS improved throughout the study period, significantly improving the total factor
productivity. 654 S. Ye et al. Table 4 Correlation coefficient
values of MPI and its sources of
efficiency change
**5% significance level
Period
MPI-TC
MPI-PTEC
MPI-SEC
2010–2012
0.091
0.597**
0.905**
2012–2014
− 0.100
0.285
0.782**
2014–2016
0.667**
0.362
0.908** Table 4 Correlation coefficient
values of MPI and its sources of
efficiency change Table 3 also presents the varying changes in the productivity levels of the MPI
and its subcategories in the different study periods. The TFP rose consistently
throughout the study period. Between 2012 and 2014, TC witnessed a decline in
productivity. A slight deterioration in PTEC also occurred after 2012. Finally, a
decrease in SEC was also recorded in 2014–2016, meaning that the main sources
of TFP increases in the YRPS were different in each period. The 2010–2012 period
showed the joint influence of TC, PTEC, and SEC; 2012–2014 showed the influ-
ence of SEC; and 2014–2016 showed the influence of TC. Figure 3 depicts the
average MPI values and the three decompositions for the 22 sample ports from
2010 to 2016 (the nodes on the horizontal axis are arranged from left to right by
their geographic location along the Yangtze River). The differences between sam-
ple ports in terms of their MPI and SEC were quite significant, while the differ-
ences in TC and PTEC were relatively minor. At the same time, the broken lines
in Fig. 3 were located mostly above the stability line (equal to one), signifying that
the sample ports performed well in terms of their MPI and its subcategories. 5.2 Dynamic characteristics of the Yangtze River port system’s efficiency Except
for Yichang (TC = 0.998), the TC of the other ports were higher than one, indicat-
ing that the production technology of the YRPS has generally improved in recent
years and has become an important source of port efficiency. The PTEC and SEC
of Wuhan, Anqing, Zhenjiang, Taizhou, and Jiangyin were all lower than one. Fur-
thermore, four ports were below the stability line, namely Chizhou (PTEC = 0.987)
for PTEC and Jingzhou (SEC = 0.897), Wuhu (SEC = 0.968), and Ma’anshan
(SEC = 0.977) for SEC, meaning that these ports showed a trend of deteriorating
operational management or resource allocation. This finding should be seriously
considered by local port management. Finally, apart from Jingzhou (MPI = 0.92),
Anqing (MPI = 0.943), Zhenjiang (MPI = 0.956), and Jiangyin (MPI = 0.892),
the MPI of the remaining 18 ports was higher than one. From high to low, the
productivity growth rates of the sample ports were Jiujiang (MPI = 1.431),
Huangshi (MPI = 1.352), Nanjing (MPI = 1.253), Changzhou (MPI = 1.233),
Yangzhou (MPI = 1.224), Tongling (MPI = 1.221), Chongqing (MPI = 1.216),
Yichang (MPI = 1.206), Luzhou (MPI = 1.185), Yueyang (MPI = 1.179), Nan-
tong (MPI = 1.16), Chizhou (MPI = 1.151), Wuhu (MPI = 1.115), Ma’anshan
(MPI = 1.09), Wuhan (MPI = 1.071), Suzhou (MPI = 1.07), Shanghai (MPI = 1.07),
Taizhou (MPI = 1.04), Zhenjiang (MPI = 0.956), Anqing (MPI = 0.943), Jingzhou
(MPI = 0.92), and Jiangyin (MPI = 0.892). Analyzing the relative efficiency of China’s Yangtze River… 655 Analysis of the changes in the correlation coefficient between the MPI and its
decompositions in different periods could provide a statistical basis for under-
standing the reasons for the changes in TFP. In Table 4, the productivity gains that
were achieved from TC only had a statistically meaningful effect (at the 5% sig-
nificance level) on the improvement in TFP in 2014–2016. In recent years, under
active encouragement from the Ministry of Transport and the port administrative
departments along the Yangtze River, port transformation and upgrading strategies6
have achieved certain notable, albeit preliminary, results. Improvements in produc-
tion technology played an increasingly significant role in the TFP improvement of
the YRPS. The results show that PTEC had a stronger effect on TFP in 2010–2012,
which was then followed by periods in which its effect was no longer significant
(2012–2014 and 2014–2016). 6 The transformation and upgrading strategies of the Yangtze River ports involve several aspects: (a)
promotion of port specialization, intensive development, and the integration of resources such as port
terminals, river banks, and routes; (b) strengthening of the division and cooperation among ports, promo-
tion of the coordinated development of ports in the upper, middle and lower reaches; encouragement of
large-scale port and shipping enterprises to merge; and reorganization or formation of strategic alliances
across regions, with capital, technology, and management as the link; and (c) strengthening the conver-
gence between port planning, industrial development planning, and urban master planning, and promo-
tion of the coordinated development of ports, riverside development zones and logistics parks. 5.2 Dynamic characteristics of the Yangtze River port system’s efficiency Changes in resource allocation, operational manage-
ment, and business decisions, represented by PTEC, are believed to be important
factors affecting port efficiency. However, we found that the effect of PTEC on the
improvement of the overall efficiency of the YRPS greatly declined after 2012,
which is not encouraging for the healthy development of river ports. Finally, the
correlation coefficients between SEC and TFP were numerically larger, each at a
statistical significance level of 5% in the three study periods. In other words, produc-
tivity gains from SE were the primary means to improve the TFP of the YRPS. Con-
tinuous input (resource) increases appeared to remain a reasonable approach from a
statistical perspective. The above findings reveal that the improvement in the overall
efficiency of the YRPS heavily depended on the scale benefits from the long-term
extensive development of infrastructure, rather than from more strategic improve-
ments in PTE. 6 Conclusions The aim of this study is to measure the efficiency of the Yangtze River port sys-
tem by using the super-SBM model and Malmquist productivity index. Twenty-
two major ports along the Yangtze River were sampled, with the quay-wall length,
number of berths, and channel (dredging) depth used as the input variables, and the
cargo throughput and container throughput used as the output variables. Several
conclusions can be drawn based on this analysis.fi The results of the super-SBM model showed that the overall efficiency of
the YRPS was on the low side; only four ports (Shanghai, Suzhou, Changzhou,
and Yangzhou) achieved optimal TE. The management and utilization of inputs S. Ye et al. 656 (resources) must improve (Table 2). The TE, SE, and PTE were obviously not equal
among ports or port groups. The TE generally increased from the upper to lower
reaches. Currently, Shanghai, Nantong, and Suzhou demonstrate decreasing returns
to scale; in the future, these ports should transform from relying on resource con-
sumption to efficient resource adoption, technological advancement, and institu-
tional innovation. The remaining 19 river ports are still in the stage of increasing
returns to scale. While expanding, these ports should intensify efforts to optimize
production capacity structures, upgrade terminal equipment, improve consolidation
and distribution systems, channel regulations, and strengthening information sharing
among terminals.f The MPI results showed that the YRPS had differing degrees of improvement in
its TFP, PTEC, TC, and SEC from 2010 to 2016 (Table 3). The improvement in TFP
was the most obvious, with an increase of 12.8%. However, the PTE of the YRPS
showed a continuous downward trend after 2012, which must be considered. At the
port level, except for Jingzhou, Anqing, Zhenjiang, and Jiangyin, the TFP of all the
remaining 18 ports showed an increasing trend during the study period. TC became
an important factor that affected the improvement of TFP after 2014, and the effect
of PTEC became insignificant after 2012. At the same time, productivity gains from
SEC were the main means to improve the TFP of the YRPS throughout the study
period. These results highlight the serious challenges that have impeded the sustainable
development of the YRPS in recent years. 7 http://www.ship.sh/news_detail.php?nid=25504. 6 Conclusions These issues have raised considerable
concern amongst government authorities at all levels, which are actively promot-
ing the transformation, upgrading, and coordinated development of the YRPS by
shutting down or relocating small terminals, integrating riverbank line resources,
reforming terminal technologies, and setting up provincial-level port groups. How-
ever, in spite of the influence of the current administrative and management systems
of ports, a performance evaluation system which utilizes economic improvement as
its core and the trend of “government entrepreneuralization” (Zhang et al. 2006),
excessive competition, and product homogeneity problems still exist among ports
along the Yangtze River, and the coordinated development of these ports is gener-
ally low. This scenario has greatly reduced the efficiency and overall competitive-
ness of the YRPS.ifi Based on the present paper’s findings, the efficiency of the YRPS can be improved
through the following approaches: (1) Accelerate the planning and construction of
consolidation and distribution systems along the Yangtze River, including upgrading
multimodal transport infrastructures, increasing the number of river-crossing tun-
nels and bridges, optimizing the locations of dry ports, and improving the informa-
tization level of inland navigation. (2) Drawing on the experience of the “Yangtze
River Strategy”7 of the Shanghai International Port (Group) Co., Ltd., encourage
more large-size port operators, shipping companies, and cargo owners to conduct
cross-regional mergers, acquisitions, or informal strategic partnerships of port and
shipping enterprises along the river, with capital, technology, and management as Analyzing the relative efficiency of China’s Yangtze River… 657 the links. Strive to extend port services functions and improve the management
and capabilities of terminal operators in the upper and middle Yangtze River. (3)
Actively promote the integration of ports along the Yangtze River and establish a
more stringent riverbank line development. Strengthen the joint construction and
sharing of infrastructures (for instance, terminals, navigation waterways, anchor-
ages, etc.) and aim at a more intensive utilization of public resources in ports. (4)
Optimize the transportation network along the Yangtze River, based on a hub-and-
spoke concept, with Shanghai (at the mouth of the Yangtze) as the international hub
port; Chongqing (located in the upper reach), Wuhan (located in the middle reach),
and Nanjing (located in the lower reach) as regional hub ports; and the remaining
river ports as feeder ports. 6 Conclusions The network should offer frequent services in the upper
and middle Yangtze River after transshipment in the regional hub ports, utilizing
relatively large vessels to and from Shanghai, thereby strengthening the division (as
well as the cooperation) between large, medium, and small ports. Such an approach
would fully utilize scale effects, improve transport efficiency, and reduce total costs
(including transportation and time costs). Overall, we hope that the present study has provided insights into the efficiency
characteristics of Yangtze River ports, thus aiding both operational and policy deci-
sion-making to improve river port efficiency. However, we did not include labor,
land, and information among our input indicators, being limited by the difficulty of
port data acquisition, something that may have influenced our results. Enriching data
sources, conducting efficiency studies from a terminal-scale perspective, identifying
the critical factors influencing port efficiency, and exploring the optimization and
upgrading paths of port efficiency may be important directions for future research. Acknowledgements The authors would like to thank the anonymous referees and the Editor-in-Chief of
MEL for their careful reading and constructive suggestions. This research is supported by the Natural Sci-
ences Foundation of China (grant nos. 41901138 and 41771139) and Program of Humanities and Social
Sciences of the Ministry of Education of China (19YJCZH225). 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
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Immuno-imaging of ICAM-1 in tumours by SPECT
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Nuclear medicine and biology
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cc-by
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a r t i c l e
i n f o Purpose: Molecular imaging of cancer cells' reaction to radiation damage can provide a non-invasive measure of
tumour response to treatment. The cell surface glycoprotein ICAM-1 (CD54) was identified as a potential radia-
tion response marker. SPECT imaging using an 111In-radiolabelled anti-ICAM-1 antibody was explored. Methods: PSN-1 cells were irradiated (10 Gy), and protein expression changes were investigated using an anti-
body array on cell lysates 24 h later. Results were confirmed by western blot, flow cytometry and immunofluo-
rescence. We confirmed the affinity of an 111In-labelled anti-ICAM-1 antibody in vitro, and in vivo, in PSN-1-
xenograft bearing mice. The xenografts were irradiated (0 or 10 Gy), and [111In]In-anti-ICAM-1 SPECT/CT images
were acquired 24, 48 and 72 h after intravenous administration. Article history:
Received 28 November 2019
Received in revised form 24 February 2020
Accepted 24 February 2020
Keywords:
ICAM-1
Pancreatic cancer
SPECT imaging Purpose: Molecular imaging of cancer cells' reaction to radiation damage can provide a non-invasive measure of
tumour response to treatment. The cell surface glycoprotein ICAM-1 (CD54) was identified as a potential radia-
tion response marker. SPECT imaging using an 111In-radiolabelled anti-ICAM-1 antibody was explored. Article history:
Received 28 November 2019
Received in revised form 24 February 2020
Accepted 24 February 2020 Article history:
Received 28 November 2019
Received in revised form 24 February 2020
Accepted 24 February 2020
Keywords:
ICAM-1
Pancreatic cancer
SPECT imaging Methods: PSN-1 cells were irradiated (10 Gy), and protein expression changes were investigated using an anti-
body array on cell lysates 24 h later. Results were confirmed by western blot, flow cytometry and immunofluo-
rescence. We confirmed the affinity of an 111In-labelled anti-ICAM-1 antibody in vitro, and in vivo, in PSN-1-
xenograft bearing mice. The xenografts were irradiated (0 or 10 Gy), and [111In]In-anti-ICAM-1 SPECT/CT images
were acquired 24, 48 and 72 h after intravenous administration. Results: ICAM-1 was identified as a potential marker of radiation treatment using an antibody array in PSN-1 cell
lysates following irradiation, showing a significant increase in ICAM-1 signal compared to non-irradiated cells. Western blot and immunohistochemistry confirmed this upregulation, with an up to 20-fold increase in ICAM-
1 signal. Radiolabelled anti-ICAM-1 bound to ICAM-1 expressing cells with good affinity (Kd = 24.0 ±
4.0 nM). [111In]In-anti-ICAM-1 uptake in tumours at 72 h post injection was approximately 3-fold higher than
non-specific isotype-matched [111In]In-mIgG2a control (19.3 ± 2.5%ID/g versus 6.3 ± 2.2%ID/g, P = 0.0002). Immuno-imaging of ICAM-1 in tumours by SPECT Michael Mosley, Julia Baguña Torres, Danny Allen, Bart Cornelissen ⁎ Oxford Institute for Radiation Oncology, Department of Oncology, University of Oxford, Old Road Campus Research Building, Roosevelt Drive, Oxford OX3 7DQ, United Kingdom of Great Britain and
Northern Ireland Oxford Institute for Radiation Oncology, Department of Oncology, University of Oxford, Old Road Campus Research Building, Roosevelt Drive, Ox
Northern Ireland a r t i c l e
i n f o However, ICAM1 levels, and [111In]In-anti-ICAM-1 uptake in tumours was no different after irradiation (uptake
9.2%ID/g versus 14.8%ID/g). Western blots of the xenograft lysates showed no significant differences, confirming
these results. Conclusion: Imaging of ICAM-1 is feasible in mouse models of pancreatic cancer. Although ICAM-1 is upregulated
post-irradiation in in vitro models of pancreatic cancer, it shows little change in expression in an in vivo mouse
xenograft model. © 2020 The Authors. Published by Elsevier Inc. This is an open access article under the CC BY license (http://
creativecommons.org/licenses/by/4.0/). journal homepage: www.elsevier.com/locate/nucmedbio journal homepage: www.elsevier.com/locate/nucmedbio ⁎ Corresponding author at: CRUK/MRC Oxford Institute for Radiation Oncology, Depart-
ment of Oncology, University of Oxford, Old Road Campus Research Building, Off Roosevelt
Drive, Oxford OX3 7LJ, United Kingdom of Great Britain and Northern Ireland.
E-mail address: bart.cornelissen@oncology.ox.ac.uk (B. Cornelissen). Nuclear Medicine and Biology 84–85 (2020) 73–79 Nuclear Medicine and Biology 84–85 (2020) 73–79 https://doi.org/10.1016/j.nucmedbio.2020.02.014
0969-8051/© 2020 The Authors. Published by Elsevier Inc. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). 2.1. Screening using the human oncology antibody array PSN-1 cells in a T175 flask were irradiated (10 Gy or mock irradiated
as a negative control sample; mock-treated samples were treated in an
identical fashion to those that were irradiated, but without the radiation
equipment turned on), and allowed to recover in a CO2-incubator at
37 °C for 24 h. The cells were washed in PBS, scraped and collected in
a centrifuge tube and pelleted at 400 ×g and immediately processed
or snap-frozen to −80 °C for storage. The cell pellets were lysed using
standard RIPA buffer (with added COMPLETE protease inhibitors
[Sigma]), centrifuged at 20,000 ×g to remove debris and stored at
−20 °C until further use. The Proteome Profiler Human XL Oncology An-
tibody Array (#ARY026, Bio-Techne) allows for the measurement of 84
oncology-related proteins in a single sample. Lysates (irradiated and
mock-irradiated) were incubated with the Array membranes according
to the manufacturer's protocol. Briefly, 1 mg total protein was incubated
with the pre-blocked antibody array overnight at 4 °C. Membranes were
washed, incubated with the detection antibody cocktail, washed once
more, developed and exposed to photographic film for up to 10 min. The signal intensities corresponding to the relative abundance of an
antibody-antigen complex were quantified using Matlab software de-
veloped
in-house
[https://www.mathworks.com/matlabcentral/
fileexchange/35128-protein-array-tool]. 2.3. Immunofluorescence microscopy PSN-1 cells were seeded in 8-chamber slides (#IB-80841, Thistle Sci-
entific), and 24 h later were irradiated (10 Gy), or mock-irradiated and
allowed to recover for 24 or 48 h, or mock irradiated. The cells were
washed and fixed in 4% formaldehyde solution (#252549, Sigma),
blocked with 2% BSA for 1 h at room temperature, and stained with
anti-ICAM-1 antibody 2213 (Abcam) at 1:100 dilution overnight at
4 °C, followed by Alexa Fluor 488 Goat Anti-Mouse IgG (H & L) antibody
(#A11001, Life Technologies) at 1:500 dilution for 1 h at room temper-
ature, in blocking buffer, and washes performed with PBS. Immunoflu-
orescence microscopy was performed on a Leica SP8 confocal
microscope system. The level of cellular fluorescence from the Leica
fluorescence microscopy images was determined in ImageJ by calculat-
ing the corrected total cell fluorescence (CTCF) of each image. This report describes the identification of proteins whose expression
on pancreatic cancer cell-lines was increased after gamma irradiation,
and the selection of one of these molecules, ICAM-1, for further
in vitro and in vivo characterization, and imaging using an 111In-
labelled anti-ICAM-1 antibody. 2.5. Radiolabelled antibody Anti-ICAM-1 antibody (#2213, Abcam), and an isotype-matched an-
tibody (#02-6200, Thermo Fisher Scientific), were radiolabelled with
111In as previously described [20]. Briefly, 0.3 mg anti-ICAM-1 antibody
(#2213, Abcam) was reacted with a 20-fold molar excess of p-SCN-Bn-
DTPA in chelex-treated 0.1 M sodium bicarbonate buffer pH 8.6 for 1 h
at 37 °C, and the complex purified on a 1 mL sephadex G50 column,
using 0.5 M MES buffer as the eluent. The DTPA-conjugated antibody
was then concentrated using an Amicon Ultra 0.5 mL 30 K MWCO filter
unit. DTPA-conjugated antibody (0.1 mg) was radiolabelled with 111In,
using 0.5–1.0 MBq per microgram of antibody, for 1 h at room temper-
ature. Radiolabelling efficiencies of N95% were confirmed by iTLC, and
final antibody conjugate concentration were measured by Nanodrop
spectrophotometry (Thermo Fisher Scientific). 1. Introduction number of molecular biomarkers that guide clinical decisions following
radiation therapy [4,5], especially those imaging extracellular epitopes
to facilitate imaging. This therefore highlights the need for alternative
imaging biomarkers. Radiotherapy (RT) using ionizing radiation (IR) is an essential com-
ponent of treatment for more than half of all newly diagnosed cancer
patients, in whom it can irreversibly damage targeted tumour cell
DNA to reduce tumour size [1]. Real-time molecular imaging of cellular
markers of IR damage would provide a non-invasive measure of
tumourigenesis, RT sensitivity and tumour status in response to treat-
ment, and would be useful in tailoring RT based on tumour biology in in-
dividual patients [2]. Tumour response to treatment varies between
patients and anatomical changes may not be measurable using anatom-
ical imaging techniques such as CT or MRI, for a significant period fol-
lowing treatment [3]. This will impact on the timely need to consider
changes to treatment in order to improve patient outcome, should the
treatment prove non-efficacious. Thus far, there exist only a limited Here, we employed a human pancreatic cancer model, using the
pancreatic ductal adenocarcinoma (PDAC) PSN-1 cell line to identify
cell-surface markers of radiation damage, in an in vitro screen. Given
that there is an urgent clinical need to improve survival rates for pancre-
atic cancer patients since these are particularly low in PDAC (a 5-year
survival rate of b5% [6]) - in large part because of late diagnosis and
the therapy resistance of the disease [7]. Fast decision-making regarding
the efficacy of any therapy, including radiotherapy, is therefore para-
mount in order to adapt or adjust treatment in a timely fashion [8,9]. PSN-1 cells are not particularly radiosensitive or radioresistant [10]. We report our results after the screening of an antibody array com-
paring PSN-1 cell lysates obtained before and after irradiation. This
identified ICAM-1 (Intercellular Adhesion Molecule 1) as being up-
regulated in irradiated cells. ICAM-1 is a cell surface glycoprotein, a
member of the immunoglobulin superfamily, and is typically expressed
on endothelial cells and cells of the immune system [11]. In addition, it M. Mosley et al. / Nuclear Medicine and Biology 84–85 (2020) 73–79 74 is reported to be involved in tumour metastasis, cancer progression and
is an independent prognostic factor [12]. 2.2. Western blot Western blot was used to confirm antibody array results. PSN-1 cells
were irradiated and total cell lysates prepared as described above, on
three separate occasions. For this experiment cell recovery times of 2,
24, 48 and 72 h post-irradiation were used, and a separate mock-
irradiated control included. Separate 8% Bis-Tris/MOPS PAGE gels (Life
Technologies) were loaded with 25 μg of lysate protein per well, and
blotted onto PVDF membranes (Invitrogen iBlot-2). The blots were
blocked in 5% Bovine Serum Albumin (BSA) at room temperature for
1 h, and incubated with a mouse anti-human ICAM-1 monoclonal anti-
body (Abcam, #2213 [MEM-111]) at 1:800 dilution at 4 °C overnight. After washing the membranes with PBS, they were incubated with an 2. Materials and methods The PSN-1 pancreatic adenocarcinoma cell line was obtained from
ATCC, validated by STR, and maintained at 37 °C and 5% CO2 in RPMI
media (Life Technologies) supplemented with 10% Fetal Bovine Serum
(FBS) and L-glutamate (Sigma) up to a maximum passage number of
20 following resuscitation from liquid nitrogen storage. Cells were mon-
itored regularly for the absence of mycoplasma. Cells were irradiated
using an IBL 637 Cesium-137 γ-ray irradiator to a radiation absorbed
dose of 10 Gy (1 Gy/min). 1. Introduction Expression of ICAM-1 is further
increased in metastases of the liver [13], where it mediates the forma-
tion of a pro-metastatic niche by endothelial cell activation of signalling
pathways [14], assisting tumour cell extravasation [15,16], and the re-
cruitment of immune cell populations [17]. Additionally, ICAM-1 is
overexpressed in triple-negative breast cancer tissue and was previ-
ously imaged by near-infrared fluorescence in a mouse xenograft
model [18]. Finally, ICAM-1 expression had previously been shown to
be upregulated after gamma irradiation of human multiple myeloma
cells, potentially leading to an increase in the immunogenicity of tu-
mour cells [19]. anti-mouse
HRP-conjugated
secondary
antibody
(Bio-Techne,
HAF007) at 1:1000 at room temperature for 1 h, and further washes
followed. The blots were developed using the SuperSignal West Pico
PLUS Chemiluminescent Substrate kit (#34580, Thermo Scientific),
and exposed to a Li-Cor 3600 Blot Scanner. Similar western immunoblot
analysis of ICAM-1 expression was performed using total cell lysates pu-
rified from PSN-1 xenografts. 2.4. Flow cytometry PSN-1 cells were cultured in flasks to a maximum of 70% confluency,
irradiated (10 Gy, or mock-irradiated) and allowed to recover for 24 h. The cells were removed from the flasks using trypsin-free Accutase dis-
sociation solution (#A6964, Sigma-Aldrich), blocked in 1% BSA/PBS so-
lution for 1 h at room temperature. Increasing amounts of anti-ICAM-
1 antibody 2213 (Abcam) were exposed to 1 million cells in 200 μL ali-
quots in blocking buffer for 1 h at room temperature, followed by Alexa
Fluor 488 Goat anti-Mouse antibody A11001 at 1:300 dilution in
blocking buffer for 1 h at room temperature. Multiple washes in block
buffer following centrifugation of the cells at 400 ×g were performed
between treatments. Intensity histograms were acquired on a
FACSCalibur Flow Cytometer (Becton Dickinson BD), and data analysed
using FlowJo software (Becton Dickinson BD). 2.1. Screening using the human oncology antibody array 2.8. Ex vivo autoradiography of xenografts Quantification of the biodistribution [111In]In-anti-ICAM-1 and
[111In]In-mIgG2a showed significantly higher uptake in PSN-1 tumour
xenografts of the former compared to the latter, at 72 h post administra-
tion (19.9 ± 1.2 versus 6.9 ± 0.5%ID/g; P b 0.0001) (Fig. 3A). Conversely,
and surprisingly, no significant difference was observed in [111In]In-
anti-ICAM-1 uptake in the irradiated tumours compared to mock-
treated controls (19.2 ± 1.8 versus 20.7 ± 1.9%ID/g, P N 0.5). Quantifica-
tion of SPECT images using VOI analysis confirmed this result (Fig. 3B,
C). SPECT image quantification by VOI analysis of images acquired 24,
48 and 72 h post administration confirmed these results (20.3 ± 2.9%
ID/mL versus 18.3 ± 2.0%ID/mL in mock-irradiated versus irradiated
mice at 72 h post injection; P N 0.05). Fig. 3C shows representative
MIP images from the SPECT imaging study. Full data of the
biodistribution of [111In]In-anti-ICAM-1 and [111In]In-mIgG2a is
shown in Fig. 4. After imaging, xenograft tissue from mice was flash-frozen with dry
ice and stored at −80 °C overnight. Frozen tissue was sectioned (8 μm)
using an OTF5000 cryotome (Bright Instruments Ltd). Tissue sections
were thaw-mounted onto Superfrost PLUS glass microscope slides
(Menzel-Glaser, Thermo Scientific) and allowed to dry at room temper-
ature. The slides were then exposed to a storage phosphor screen
(PerkinElmer, Super Resolution, 12.5 × 25.2 cm) in a standard X-ray cas-
sette for 15 h, and the screen imaged using a Cyclone® Plus Storage
Phosphor System (PerkinElmer). Autoradiographs were analysed
using ImageJ (NIH). After autoradiography, ICAM-1 levels in ex vivo tis-
sue were characterized by immunofluorescence. On a separate occasion
a second cohort of 7 tumour xenografts were prepared as above that
were irradiated or mock-irradiated (10 Gy). Tumour tissue of these an-
imals was harvested at 24, 48 and 72 h post-irradiation for western blot
analysis of ICAM-1, as described above. Representative sections of xenograft tumours were processed for au-
toradiography that confirmed heterogeneous uptake of [111In]In-anti-
ICAM-1 in PSN-1 tumours (Fig. 4A). Densitometry confirmed higher up-
take of [111In]In-anti-ICAM-1 compared to the [111In]IgG2a negative
control conjugate, but little difference between irradiated and non-
irradiated xenografts (Fig. 4B). 3. Results 3. Results 3.1. ICAM-1 protein expression is upregulated in PSN-1 cells following
irradiation Quantification of the antibody array signal allowed comparison of
relative protein levels in irradiated (10 Gy) versus mock-irradiated
PSN-1 cells. This identified a number of proteins that exhibited an up
to 7-fold increase in expression levels in irradiated cells. Amongst
these, the cell surface protein ICAM-1 showed a marked and significant
increase (Fig. 1A, B). This was confirmed by western blot on an indepen-
dent set of cell lysates (Fig. 1C), demonstrating a 4.7 and a 20-fold in-
crease in ICAM-1 expression 24 or 48 h after irradiation, respectively. Analysis of cell lysates may overestimate the amount of ICAM-1
expressed at the cell surface. Further investigation by immunofluores-
cence microscopy – without permeabilisation of the cell membrane –
corroborated this result, with a maximum increase at the 24 h point of
2.7-fold (Fig. 1D). ICAM-1 expression was previously also found in
PDAC patient samples (Fig. 1E, adapted from ProteinAtlas.org). One hour later, [111In]In-anti-ICAM-1 or [111In]In-mIgG2a (5 MBq,
5 μg) in sterile PBS (100 μL) was injected intravenously via the lateral
tail vein (n = 3 per group). SPECT/CT images were acquired at 24, 48,
and 72 h after injection, using a VECTor4CT scanner (MILabs, Utrecht,
the Netherlands). Animals were anaesthetised by 4% isoflurane gas
(0.5 L/min O2) and maintained at 2% and 37 °C throughout the imaging
session. The temperature of the animals was maintained at 37 °C, using
a custom-built mouse cradle. Image acquisition was performed over
12–17 min using a 1.8 mm pinhole rat collimator (1 frame, 100,000
counts/projection, 35–50 s/bed position). Whole-body CT images were
acquired for anatomical reference and attenuation correction (55 kVp,
0.19 mA, 20 ms). Reconstruction of the SPECT images was performed
using a γ-ray energy window of 156–190 keV (background weight
2.5), 0.8 mm3 voxels, 2 subsets, and 4 iterations using the manufactur-
er's SROSEM reconstruction type. To allow quantification of the SPECT
data, calibration factors derived from 111In phantoms were used. SPECT images were each registered to CT and then attenuation
corrected. Quantification of SPECT images using volume-of-interest
(VOI) analyses were performed using the PMod software package (Ver-
sion 3.807, PMOD Technologies), to calculate the percentage of the
injected dose per millilitre per VOI (%ID/mL). 3.2. Anti-ICAM-1 and [111In]In-anti-ICAM-1 antibody characterization 3.2. Anti-ICAM-1 and [111In]In-anti-ICAM-1 antibody characterization 2.6. In vitro saturation binding PSN-1 cells were cultured in 24-well plates at 1 × 104 cells/well and
allowed to adhere for 24 h. Cells were then irradiated (10 Gy or mock-
irradiated) and allowed to recover for 24 h, and exposed to increasing
concentrations of [111In]In-anti-ICAM-1, or [111In]In-mIgG2a control in
PBS for 1 h at room temperature. The cells were washed with PBS,
lysed in 0.1 M NaOH and counted on a gamma-counter (Perkin Elmer
24802). M. Mosley et al. / Nuclear Medicine and Biology 84–85 (2020) 73–79 75 2.7. In vivo SPECT imaging obtained from curve-fits. All data were obtained in at least triplicate
and results reported and graphed as mean ± standard deviation. All animal procedures were performed in accordance with the UK
Animals (Scientific Procedures) Act 1986 and with local ethical commit-
tee approval. Xenograft tumours were established in the right hind
flank of female athymic BALB/c nu/nu mice (Harlan) by subcutaneous
injection of PSN-1 cells (2 × 106) in a 100 μL solution of a 1:1 mixture
of Matrigel (#356234, Corning) and PBS. When tumours reached a di-
ameter of approximately 6 mm or greater, xenografts were irradiated
using a Gulmay 320 kV system (2.0 Gy/min) to a radiation absorbed
dose of 10 Gy. The radiation set-up allowed irradiation of the right
hind quarter, including the tumour and right leg, only. Control animals
were mock-irradiated. 3.2. Anti-ICAM-1 and [111In]In-anti-ICAM-1 antibody characterization A commercially available anti-ICAM-1 antibody (#2213, Abcam)
was selected to function as a targeting vector for a radiolabelled imaging
agent. Evaluation of the antibody by flow cytometry and by saturation
binding assay, showed an affinity (Kd) of 1.38 ± 0.39 nM (Fig. 2A). Anti-ICAM-1 antibody bound significantly more to irradiated cells
than non-irradiated cells (mean fluorescence intensity of 836.9 ± 32.3
versus 454.6 ± 27.2, respectively; P b 0.0001). Radiolabelling with 111In following DTPA conjugation, resulting in
[111In]In-anti-ICAM-1 (Fig. 2B), allowed a radioligand saturation bind-
ing assay to be performed (Fig. 2C). The affinity Kd of the radiolabelled
antibody was calculated as 24.0 ± 4.0 nM. A radiolabelled non-
selective control antibody, [111In]In-mIgG2a, bound significantly less
to PSN-1 cells (P b 0.0001). After the final imaging session, mice were euthanized by cervical
dislocation, and selected organs, tissues and blood were removed. The
amount of radioactivity in each organ was measured using a HiDex
gamma counter (Perkin Elmer). Counts per minute were converted
into MBq using a calibration curve generated from known standards
and the percentage of the injected dose per gram (%ID/g) in each sample
was calculated. 3.3. SPECT imaging shows specific ICAM-1 tumour signal but no difference
between untreated and irradiated tumours 3.3. SPECT imaging shows specific ICAM-1 tumour signal but no difference
between untreated and irradiated tumours 2.9. Statistical analyses All statistical analyses and nonlinear regressions were performed
using GraphPad Prism v8 (GraphPad Software). One- or two-way
ANOVA was used for multiple comparisons, the percentage of the
injected dose per gram. F-tests were used to compare best-fit values Western blot analysis of total cell lysates from the xenograft tumours
(from a second cohort) showed that ICAM-1 protein expression was far
lower in the xenografts when compared to in vitro cell cultures, and M. Mosley et al. / Nuclear Medicine and Biology 84–85 (2020) 73–79 M. Mosley et al. / Nuclear Medicine and Biology 84–85 (2020) 73–79 Fig. 1. (A) Human oncology antibody array after incubation with mock-treated and irradiated lysates – ICAM-1 signals highlighted. (B) Proteins from antibody array with ≥2-fold increase
in expression post-irradiation. (C) A representative western blot showing a maximum increase in signal in PSN-1 cell lysates at the 48 h time-point post-irradiation treatment (IR) when
compared to the mock-treated sample. (D) Immunofluorescence microscopy (20×) shows an increase in ICAM-1 signal in PSN-1 cells post-irradiation, with a maximum increase at the
24 h time-point. Scale bar 40 μm. (E) Immunohistochemistry micrograph staining for ICAM-1 in a human PDAC section. (Adapted from ProteinAtlas.org). 76
M. Mosley et al. / Nuclear Medicine and Biology 84–85 (2020) 73–79 76 M. Mosley et al. / Nuclear Medicine and Biology 84–85 (2020) 73–79 Fig. 1. (A) Human oncology antibody array after incubation with mock-treated and irradiated lysates – ICAM-1 signals highlighted. (B) Proteins from antibody array with ≥2-fold increase
in expression post-irradiation. (C) A representative western blot showing a maximum increase in signal in PSN-1 cell lysates at the 48 h time-point post-irradiation treatment (IR) when
compared to the mock-treated sample. (D) Immunofluorescence microscopy (20×) shows an increase in ICAM-1 signal in PSN-1 cells post-irradiation, with a maximum increase at the
24 h time-point. Scale bar 40 μm. (E) Immunohistochemistry micrograph staining for ICAM-1 in a human PDAC section. (Adapted from ProteinAtlas org) confirmed that there was little change in this expression level post-
irradiation (Fig. 5). expression in various cells in vitro, such as HUVECs, bone marrow ECs,
and HDMECs [26]. The identification of ICAM-1 as a potential biomarker
of radiation treatment is of particular interest given the involvement of
adhesion molecules in the immune response following tumour RT. 2.9. Statistical analyses Irradiation can also induce expression of adhesion molecules on tumour
blood and lymphatic vessels, where they play a role in leucocyte
migration and extravasation into the tumour [27–29]. Radiation-
induced ICAM-1 mediates the transmigration of tumour-promoting
CD11b + myeloid cells [30]. Irradiation of a number of human cancer
cells has been shown to induce ICAM-1 expression, which enhances
activated NK cell-mediated cytotoxicity [31]. 4. Discussion This study sought to identify human tumour cell-surface biomarkers
of radiation treatment (RT). Such markers would provide a non-
invasive measuring tool, using immuno-PET or SPECT imaging, of tu-
mour response to radiation treatment, as an alternative to some of the
intranuclearly targeted imaging agents that bind DNA-damage associ-
ated nuclear proteins we presented before [5,21]. Pancreatic tumour
cells were used as a model system because of the urgent clinical need
to improve the particularly poor survival rates for pancreatic cancer pa-
tients [22,23]. Here, we provide a proof-of-principle validation of imag-
ing of the adhesion molecule ICAM-1, using a radiolabelled antibody for
SPECT imaging. Here, we showed that ICAM-1 expression levels in all in vitro assays
showed a consistent increase after 10 Gy irradiation (Figs. 1 & 2) – up to
a 20-fold increase in western blot analyses. We also showed proof-of-
principle that [111In]In-anti-ICAM-1, but not the negative control
[111In]In-mIgG2a was taken up in PSN-1 xenografts. Surprisingly, how-
ever, we only observed an increased uptake of [111In]In-anti-ICAM-1 in
the irradiated tumour on one out of three mice in that group in our
in vivo study. Possible explanations for this lack of radiation-induced ef-
fect may include: (1) a change in affinity for its target after conjugation
and labelling of the ICAM-1 antibody, (2) an increase in ICAM-1 ICAM-1 is a cell surface immunoglobulin glycoprotein, typically
expressed on endothelial cells and cells of the immune system [11],
and its extracellular location, anchored in the cell membrane, makes it
a particularly attractive target for molecular immuno-imaging [24,25]. Radiation doses ranging from 2 to 20 Gy are known to induce ICAM-1 Fig. 2. (A) Calculation of the maximum specific binding (Bmax) and affinity (Kd) of anti-ICAM-1 antibody using flow cytometry, shows a 1.8-fold increase in Bmax value when comparing
mock-treated to irradiated PSN-1 cells. (B) iTLC of 111In-labelled anti-ICAM-1 antibody, showing efficient conjugation of N95%. (C) The binding affinity of the anti-ICAM-1 DTPA/111In radio-
conjugate ([111In]In-anti-ICAM-1), at 24 h time-point was determined using an in vitro saturation binding methodology. A negative control [111In]In-mIgG2a was also characterized. Fig. 2. (A) Calculation of the maximum specific binding (Bmax) and affinity (Kd) of anti-ICAM-1 antibody using flow cytometry, shows a 1.8-fold increase in Bmax value when comparing
mock-treated to irradiated PSN-1 cells. (B) iTLC of 111In-labelled anti-ICAM-1 antibody, showing efficient conjugation of N95%. Financial support This research was supported by CRUK through the Oxford Institute
for Radiation Oncology (MA, DA, GD, VK, BC). Further support was ob-
tained from Pancreatic Cancer Research Fund (BC, JBT). 4. Discussion expression in the irradiated xenografts compared to the mock-treated,
overall ICAM-1 levels were lower in the xenograft tumour tissue com-
pared to cell lysates from in vitro models (Figs. 1 and 5). expression in the irradiated xenografts compared to the mock-treated,
overall ICAM-1 levels were lower in the xenograft tumour tissue com-
pared to cell lysates from in vitro models (Figs. 1 and 5). Interference in the ICAM-1 signal obtained by the ICAM-1 monoclo-
nal antibody by mouse-specific expression of the ICAM-1 molecule
in vivo (which may be altered by the presence of the xenograft tumour)
has not been excluded. However, the antibody used in this study is re-
ported to be human-specific. Furthermore, we [25] and others [33]
have previously used murine antibodies for imaging in vivo in mouse
without non-specific background issues. Interference in the ICAM-1 signal obtained by the ICAM-1 monoclo-
nal antibody by mouse-specific expression of the ICAM-1 molecule
in vivo (which may be altered by the presence of the xenograft tumour)
has not been excluded. However, the antibody used in this study is re-
ported to be human-specific. Furthermore, we [25] and others [33]
have previously used murine antibodies for imaging in vivo in mouse
without non-specific background issues. The possibility that conjugation and radio-labelling of the ICAM-1
antibody had an effect on its affinity to its target was investigated. In
vitro saturation binding showed that [111In]In-anti-ICAM-1 presented
a Kd value of 24.0 ± 4.0 nM (Fig. 2C), although presenting a reduce af-
finity compared to its unmodified form, still suitable for in vivo imaging. To determine whether the DTPA-conjugation process might explain the
difference, we repeated the characterization after decreasing the molar
quantity of p-SCN-Bn-DTPA used in the conjugation, but without im-
provement in Kd (data not shown). Taken together, our data suggest
that the lack of radiation-induced effect is not caused by modification
of the antibody for radiolabelling. 5. Conclusion We report the identification of ICAM-1 as a potential biomarker of
radiation treatment of the human pancreatic cancer cell-line PSN-1
in vitro. In vitro assays suggest an increase in ICAM-1 expression follow-
ing 10 Gy gamma irradiation. However, although in vivo SPECT imaging
confirms the presence of ICAM-1 in PSN-1 cells, and its suitability as a
pancreatic cancer cell marker, total and radiation-mediated ICAM-1 ex-
pression is reduced in vivo compared to in vitro. There have been previously published examples of differences in
specific gene expression between in vitro and in vivo disease models. A
gene expression profiling study of xenografts [32] identified changes
in expression levels of numerous genes after growth in mice, in particu-
lar a marked decline in ABCB1 transporter levels in HCT-15 colon xeno-
graft. Furthermore, differences in expression profiles of the adhesion
molecules ICAM-1 and VCAM-1, in in vitro versus in vivo models of arte-
riovenous malformation disease, after treatment with ionizing irradia-
tion, have been previously reported [26], in which already raised
levels of ICAM-1 in the in vivo model made changes in expression levels
due to irradiation treatment difficult to measure. This possibility was
tested in our study, which included a cohort of irradiated xenograft
bearing mice where the levels of ICAM-1 expression at various times
after irradiation were measured by western blot (Fig. 5). We observed
however that, although there were no significant changes in ICAM-1 4. Discussion (C) The binding affinity of the anti-ICAM-1 DTPA/111In radio-
conjugate ([111In]In-anti-ICAM-1), at 24 h time-point was determined using an in vitro saturation binding methodology. A negative control [111In]In-mIgG2a was also characterized. Fig. 3. (A) Tumour biodistribution quantification shows an increase in mean percentage Injected Dose per tumour weight (%ID/g) in mice injected with [111In]In-anti-ICAM-1 compared to
[111In]In-mIgG2a. However, there was no significant difference in [111In]In-anti-ICAM-1 uptake in the irradiated tumours compared to the mock-treated control. (B) SPECT image VOI
quantification of each xenograft tumour at each SPECT time-point of 24, 48 and 72 h shows an increase in [111In]In-anti-ICAM-1 compared to [111In]mIgG2a at each of the time-points. There was a small increase in signal at the 24 h time-point in untreated mice compared to irradiated mice. However, there was no difference in [111In]In-anti-ICAM-1 signal in the
irradiated tumours compared to the mock-treated control ones in the other 2 time-points. (C) Representative MIP images from the 24 h SPECT imaging study (white dashed circles
indicate tumours). 77
M. Mosley et al. / Nuclear Medicine and Biology 84–85 (2020) 73–79 M. Mosley et al. / Nuclear Medicine and Biology 84–85 (2020) 73–79 77 M. Mosley et al. / Nuclear Medicine and B Fig. 3. (A) Tumour biodistribution quantification shows an increase in mean percentage Injected Dose per tumour weight (%ID/g) in mice injected with [111In]In-anti-ICAM-1 compared to
[111In]In-mIgG2a. However, there was no significant difference in [111In]In-anti-ICAM-1 uptake in the irradiated tumours compared to the mock-treated control. (B) SPECT image VOI
quantification of each xenograft tumour at each SPECT time-point of 24, 48 and 72 h shows an increase in [111In]In-anti-ICAM-1 compared to [111In]mIgG2a at each of the time-points. There was a small increase in signal at the 24 h time-point in untreated mice compared to irradiated mice. However, there was no difference in [111In]In-anti-ICAM-1 signal in the
irradiated tumours compared to the mock-treated control ones in the other 2 time-points. (C) Representative MIP images from the 24 h SPECT imaging study (white dashed circles
indicate tumours). expression in the untreated PSN-1 cells after growth as a xenograft in
inoculated mice, or (3) interference in the in vivo ICAM-1 signal caused
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M. Mosley et al. / Nuclear Medicine and Biology 84–85 (2020) 73–79 M. Mosley et al. / Nuclear Medicine and Biology 84–85 (2020) 73–79 78 Medicine and Biology 84 85 (2020) 73 79 Fig. 4. (A) Autoradiography of a representative xenograft tumour sections confirming specific uptake of [111In]In-anti-ICAM-1. There is a small increase in uptake of the [111In]anti-ICAM-1
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mock-treated (MT). (B) Quantification of autoradiography image in (A). (C) Biodistribution quantification (%ID/g) in mice injected with [111In]In-anti-ICAM-1 compared to [111In]In-
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https://www.dora.lib4ri.ch/wsl/islandora/object/wsl%3A27417/datastream/PDF/Compagno-2021-Brief_communication-%28published_version%29.pdf
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English
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Brief communication: Do 1.0, 1.5, or 2.0 °C matter for the future evolution of Alpine glaciers?
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The cryosphere
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cc-by
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Brief communication: Do 1.0, 1.5, or 2.0 ◦C matter for
the future evolution of Alpine glaciers? Loris Compagno1,2, Sarah Eggs1,2, Matthias Huss1,2,3, Harry Zekollari4,5,1,2, and Daniel Farinotti1,2
1Laboratory of Hydraulics, Hydrology and Glaciology (VAW), ETH Zurich, Zurich, Switzerland
2Swiss Federal Institute for Forest, Snow and Landscape Research (WSL), Birmensdorf, Switzerland
3Department of Geosciences, University of Fribourg, Fribourg, Switzerland
4Department of Geoscience and Remote Sensing, Delft University of Technology, Delft, the Netherlands
5Laboratoire de Glaciologie, Université libre de Bruxelles, Brussels, Belgium Correspondence: Loris Compagno (compagno@vaw.baug.ethz.ch) Received: 26 January 2021 – Discussion started: 10 February 2021
Revised: 4 May 2021 – Accepted: 7 May 2021 – Published: 15 June 2021 Received: 26 January 2021 – Discussion started: 10 February 2021
Revised: 4 May 2021 – Accepted: 7 May 2021 – Published: 15 June 2021 ing of 1.5 ◦C (IPCC, 2018), for example, focused on the ef-
fects that would result if the 1.5 ◦C target was to be met and
highlighted that, even under such conditions, important and
mostly negative changes would occur. A mere 5 years after
the Paris Agreement, there is compelling evidence that any
reduction in anthropogenic climate change will pay off in
the longer term, both from an ecological (IPBES, 2019) and
economical (WEF, 2020) perspective. Discussions in prepa-
ration for the renewed pledges by signatory parties have,
thus, focused on the differences between scenarios close to
the original targets. For the upcoming 26th United Nations
Climate Change Conference of the Parties, for example, em-
phasis is put on separating the impacts occurring under sce-
narios of 1.0, 1.5, and 2.0 ◦C of warming above preindus-
trial levels. In this brief communication, we focus on the dif-
fering impacts that such scenarios would have on glaciers
and related water resources in the European Alps. Across
the world, glaciers are amongst the most prominent indica-
tors of climatic change, providing visual evidence for cli-
matic changes occurring over decades. Previous work esti-
mated that every kilogram of additionally emitted CO2 would
result in a long-term global glacier mass loss of ca. 16 kg
(Marzeion et al., 2018) – with important implications for the
corresponding landscapes, downstream ecosystems, and wa-
ter supplies (IPCC, 2018, 2019). While future projections for
the glacier evolution of the European Alps already exist un-
der different representative concentration pathways (RCPs)
(e.g. Zekollari et al., 2019; Marzeion et al., 2020), targeted
information on policy-relevant climate targets, such as the Abstract. Brief communication: Do 1.0, 1.5, or 2.0 ◦C matter for
the future evolution of Alpine glaciers? With the Paris Agreement, the urgency of limiting
ongoing anthropogenic climate change has been recognised. More recent discussions have focused on the difference of
limiting the increase in global average temperatures below
1.0, 1.5, or 2.0 ◦C compared to preindustrial levels. Here, we
assess the impacts that such different scenarios would have
on both the future evolution of glaciers in the European Alps
and the water resources they provide. Our results show that
even half-degree differences in global temperature targets
have important implications for the changes predicted until
2100, and that – for the most optimistic scenarios – glaciers
might start to partially recover, owing to possibly decreasing
temperatures after the end of the 21st century. 1
Introduction Climate change is one of the largest challenges that society
will face during this century. There is overwhelming con-
sensus that limiting the increase of global average temper-
atures below a certain threshold is essential if adverse effects
are to be avoided. Put forward in 2015 and adopted by 196
parties, the Paris Agreement concurred that such a thresh-
old is “well below 2 ◦C above preindustrial levels”, and that
efforts should be pursued to “limit the temperature increase
to 1.5 ◦C” (UN, 2015). Even under these ambitious climate
targets, important environmental changes, such as changes
in water availability, migration of species, or glacier loss,
are expected to occur. The Special Report on Global Warm- The Cryosphere, 15, 2593–2599, 2021
https://doi.org/10.5194/tc-15-2593-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License. The Cryosphere, 15, 2593–2599, 2021
https://doi.org/10.5194/tc-15-2593-2021
© Author(s) 2021. This work is distributed under
the Creative Commons Attribution 4.0 License. 2
Data and methods We simulate the evolution of all 3927 glaciers in the Alps
independently based on (i) outlines provided by the Ran-
dolph Glacier Inventory version 6 (RGI 6.0) (RGI Consor-
tium, 2017) and (ii) the consensus ice thickness estimate
(Farinotti et al., 2019). Glacier evolution is modelled with the combined mass bal-
ance ice flow model GloGEMflow (Huss and Hock, 2015;
Zekollari et al., 2019), a model that showed robust per-
formance in recent model intercomparison projects (e.g. Marzeion et al., 2020). Accumulation is computed based on
precipitation and temperature, with a linear transition be-
tween solid and liquid precipitation occurring for tempera-
tures between 0.5 and 2.5 ◦C. Ablation is calculated with a
temperature index model (Hock, 2003), and refreezing is de-
termined based on heat conduction. The mass balance mod-
ule runs at a monthly resolution, including a parameterisa-
tion for day-to-day temperature variability. It is calibrated to
reproduce glacier-specific geodetic volume changes (Zemp
et al., 2019) spanning approximatively the period 1959–2013
and covering 57 % of the Alpine glacier area. For more de-
tails on the mass balance module and its calibration, refer to
Huss and Hock (2015). To evaluate model performance, we compare modelled
mass balances with observations provided by the World
Glacier Monitoring Service (WGMS, 2020) for 72 glaciers
in the European Alps. For glacier-wide annual mass bal-
ance, we find a bias of 0.07 m water equivalent (w.e. a−1),
a root mean square error (RMSE) of 1.07 m w.e. a−1, and a
squared correlation coefficient (r2) of 0.29 (see Fig. S1 in
the Supplement). Observations aggregated to elevation bands
yield a bias of −0.01 m w.e. a−1, a RMSE of 1.47 m w.e. a−1,
and a r2 of 0.52. For glacier-wide winter balance, a bias of
0.20 m w.e. a−1, a RMSE of 0.74 m w.e. a−1, and a r2 of 0.26
is found (see Fig. S2). Although correlation coefficients are
rather low, the small biases provide confidence in the regional
results, which neither indicate overestimation nor underesti-
mation. The latter is also confirmed by the comparison of the
total glacier volume change in Switzerland (comprising al-
most 60 % of the Alpine glacier volume at present) during the
period 2000–2020. Our modelled loss is of 24.9 km3, which
is very close to the observation-based estimate of 23.6 km3
(Grab et al., 2021). L. Compagno et al.: Why 0.5 ◦C matters 2594 difference between 1.5 and 2.0 ◦C, is not readily available. Here we analyse glacier evolution under low global warm-
ing scenarios by re-running the mass balance ice flow model,
GloGEMflow (Huss and Hock, 2015; Zekollari et al., 2019),
with updated climate projections from the sixth phase of the
Coupled Model Intercomparison Project (CMIP6). In partic-
ular, we focus on Shared Socioeconomic Pathways (SSPs)
that would result in global mean temperature changes of
+1.0, +1.5, and +2.0 ◦C by 2100 compared to preindustrial
conditions (1850–1900) and provide projections for both fu-
ture glacier geometries and glacier runoff until the end of
the century. In an explorative analysis, we also consider pro-
jections until the year 2300, albeit acknowledging that large
uncertainties exist when doing so. firn) and by subtracting refreezing. Throughout the simula-
tions, runoff is computed for the area comprised within the
RGI 6.0 outlines, implying that, after glacier retreat, runoff
contributions from rain and snow melt are still accounted for
(in line with Huss and Hock, 2018). (
,
)
For the past (1950–2020), GloGEMflow is forced with
monthly 2 m air temperature and precipitation taken from
the ensemble daily gridded observational data set (E-OBS
v.21.0) at 0.1◦(11 km) horizontal resolution (Cornes et al.,
2018). For the future (2020–2100), we rely on 128 CMIP6
global circulation model (GCM) members. We use direct
GCM output since CMIP6 GCM results have not yet been
downscaled by regional climate models and since the spa-
tial resolution of the climate data was recently shown to
only marginally affect model results if suitable model cali-
bration at the glacier-specific scale is performed (Compagno
et al., 2021). Consistence between past and future climate is
ensured by applying the de-biasing procedure proposed by
Huss and Hock (2015). In a nutshell, the procedure uses a
set of additive and multiplicative correction factors to adjust
both the long-term mean and the long-term variability in the
coarse resolution GCMs (100 km) to the level of the high-
resolution E-OBS data (see Huss and Hock, 2015, for more
details). Published by Copernicus Publications on behalf of the European Geosciences Union. Published by Copernicus Publications on behalf of the European Geosciences Union. L. Compagno et al.: Why 0.5 ◦C matters 3
Results and discussion Finally, our simulations project the 2080–
2100 August runoff to be 36 ± 15 % (+1.0 ◦C), 44 ± 14 %
(+1.5 ◦C), and 55 ± 15 % (+2.0 ◦C) lower on average than
it was in 2000–2020. This shift in the magnitude and tim-
ing of glacier runoff (i) is similar to what projected in earlier
studies (e.g. Huss and Hock, 2018), (ii) is a direct conse-
quence of both the reduced glacier volumes (which cause
the annual runoff to decrease) and the increased tempera-
ture (which causes snowmelt and ice melt to occur earlier
in the year), and (iii) will have important consequences for
water availability (Huss and Hock, 2018), particularly dur-
ing the dry summer months. For the densely populated Euro-
pean Alps and the areas downstream, such changes will not
only impact ecosystems but also a number of water users,
including agriculture or hydropower operators for instance
(Beniston et al., 2018). In all three considered warming scenarios, glaciers will
be drastically affected. By 2100, glaciers in the European
Alps are projected to lose 44 ± 21 % (+1.0 ◦C), 68 ± 12 %
(+1.5 ◦C), and 81 ± 8 % (+2.0 ◦C) of their 2020 ice volume
(see Fig. 2a). The evolution of the glacier area will be on
par (Fig. 2b). By 2100, Alpine glaciers are projected to lose
47 ± 16 % (+1.0 ◦C), 65 ± 10 % (+1.5 ◦C), and 77 ± 8 %
(+2.0 ◦C) of their 2020 area (Fig. 2b). Note that, for the
+1.0 ◦C temperature target, the projected volume and area
losses are only slightly higher than the committed loss, i.e. the loss obtained by assuming the climatic conditions to sta-
bilise at the 1988–2017 levels. Indeed, Zekollari et al. (2019)
estimated such a committed loss to be of 37 ± 6 % for glacier
volume and 35 ± 7 % for the glacier area. In line with the bulk of the literature, the above results all
refer to the time horizon until 2100. To gain insights into
glacier evolution beyond this horizon, we run GloGEMflow
with three GCM members that provide climate data until
2300 and that project mean global temperature changes be-
low +2.0 ◦C for 2300 (see Fig. S3). 3
Results and discussion The GCMs selected within the three temperature change
targets (i.e. +1.0, +1.5, and +2.0 ◦C) show a global
mean warming between 1850–1900 and 2071–2100 of
+1.00 ± 0.11, +1.49 ± 0.17, and +2.07 ± 0.18 ◦C. For the
European Alps, this corresponds to a temperature change of
+0.98 ± 0.56, +1.80 ± 0.72, and +2.51 ± 0.73 ◦C, respec-
tively (Fig. 1a). During the summer months (June–August;
JJA), the temperature increase in the Alps for the two
warmer climate targets is even stronger, and is of 0.96 ± 0.88,
2.09 ± 1.24, and 2.81 ± 1.23 ◦C, respectively. These differ-
ences agree well with previous assessments (Vautard et al.,
2014) and are attributed to stronger warming over land than
over the ocean, to enhanced warming at high latitudes com-
pared to low latitudes, and to amplified warming at higher el-
evations (Vautard et al., 2014). For a global warming of +1.0,
+1.5, and +2 ◦C, global-scale annual precipitation sums for
2071–2100 are projected to increase by 18 ± 8, 29 ± 9, and
42 ± 10 mm a−1, respectively, up from 1141 mm a−1 in the
preindustrial baseline (Fig. 1b). For the Alps, the annual pre-
cipitation increase is anticipated to be 37 ± 94, 29 ± 135, and
46 ± 145 mm a−1, respectively (the preindustrial baseline is
1210 mm a−1), with slightly higher precipitation changes
over the winter season. p
Future effects notably include the water availability from
presently glacierised areas. Our results indicate that, on
a yearly basis, glacier runoff for the period 2080–2100
might decrease by as much as 25 ± 6 % (+1.0 ◦C), 32 ± 8 %
(+1.5 ◦C), and 36 ± 10 % (+2.0 ◦C) compared to 2000–2020
levels (Fig. 2c). The decrease follows above-average glacier
melt during the last decades and indicates that peak glacier
discharge already occurred in the past for many glaciers
in the European Alps (consistent with the findings of, for
example, Huss and Hock, 2018). Our model results also
show a transition in the timing of the maximum glacier dis-
charge during the year; while it historically occurred in Au-
gust (2000–2020), it is expected to occur in July (+1.0 and
+1.5 ◦C scenarios) or even June–July (+2.0 ◦C) by 2080–
2100 (Fig. 2d). 2
Data and methods Similarly, the modelled rate of glacier
area loss (1.4 % per annum for the period 2003–2016) is in
very good agreement with the rate of 1.3 % per annum, which
was derived by Paul et al. (2020) using Landsat images. For all glaciers with a >1 km length in RGI 6.0 (i.e. 795 glaciers accounting for 95 % of the Alpine glacier vol-
ume), we compute ice flow based on the shallow ice approx-
imation. The computations follow Zekollari et al. (2019), in-
cluding the iterative initialisation procedure used to gener-
ate a transient glacier geometry for the RGI inventory year
(i.e. 2003 for the majority of Alpine glaciers). For all glaciers
with a < 1 km length, glacier evolution is modelled with an
elevation-dependent parameterisation that has shown to be in
good agreement with higher order ice flow modelling results
(Huss et al., 2010). For more information on GloGEMflow’s
glacier evolution modelling, please refer to Zekollari et al. (2019). Finally, for our main analysis, we only select those GCM
members that yield a 21st century global warming of +1.0,
+1.5, and +2.0 ◦C compared to the preindustrial levels. The
selected members correspond to SSPs that assume low emis-
sions, i.e. SSP119, SSP126, and SSP245, and are used to
force GloGEMflow for the period 2020–2100. This selection
is performed by computing the mean global 2 m air temper-
ature change over both the land and ocean between the pe- For each glacier, water runoff is calculated at a monthly
resolution by summing rain and melt (from ice, snow, and https://doi.org/10.5194/tc-15-2593-2021 The Cryosphere, 15, 2593–2599, 2021 2595 L. Compagno et al.: Why 0.5 ◦C matters might lose as much as 45 ± 12 %, 64 ± 11 %, and 77 ± 6 %
of its 2020 volume, respectively. Rhonegletscher (Fig. 3e),
one of the most studied and visited glaciers, is projected to
lose 55 ± 24 %, 78 ± 11 %, and 91 ± 7 % of its volume in the
same time span, while values for other glaciers are found in
Table S1 in the Supplement. Our results confirm that global
warming can be significantly amplified at the regional scale
and that glaciers in the European Alps sensitively respond
to even small levels of global atmospheric warming, such
as a global air temperature change of +1.0 ◦C. Most impor-
tantly, however, is that our results show significant differ-
ences between the future glacier evolution projected for the
three warming scenarios, indicating that any effort to further
limit warming will have important effects on glaciers and,
thus, the Alpine environment. riod 2071–2100 and preindustrial (1850–1900) levels and by
selecting members that are within a given range of tempera-
ture increase, namely +1 ± 0.25 ◦C (three model members),
+1.5 ± 0.25 ◦C (11 model members), and +2 ± 0.25 ◦C (14
model members). To determine the corresponding warming
in the European Alps (see Figs. 1 and S3), we extract all
GCM grid cells that are within latitudes of 42.5–49.5◦N, lon-
gitudes of 4–16◦E, and at elevations above 500 m. L. Compagno et al.: Why 0.5 ◦C matters Figure 1. Evolution of annual global and Alpine (a) average air temperature and (b) precipitation total compared to the preindustrial (1850–
1900) baseline. Series are smoothed with a 30-year running mean. The coloured bands show the standard deviation of the projection given
by individual GCM members. n is the considered number of GCM members. Figure 1. Evolution of annual global and Alpine (a) average air temperature and (b) precipitation total compared to the preindustrial (1850–
1900) baseline. Series are smoothed with a 30-year running mean. The coloured bands show the standard deviation of the projection given
by individual GCM members. n is the considered number of GCM members. Figure 2. Modelled evolution of total glacier (a) volume, (b) area, (c) annual runoff, and (d) monthly runoff. The total refers to all glaciers
of the European Alps. The time series in panel (c) are smoothed with a 30-year running mean. In all panels, the thick line represents the
mean, and the transparent band corresponds to 1 standard deviation of the results obtained by forcing GloGEMflow with the selected GCM
members. The number of GCM members is given (n) in panel (a). Figure 2. Modelled evolution of total glacier (a) volume, (b) area, (c) annual runoff, and (d) monthly runoff. The total refers to all glaciers
of the European Alps. The time series in panel (c) are smoothed with a 30-year running mean. In all panels, the thick line represents the
mean, and the transparent band corresponds to 1 standard deviation of the results obtained by forcing GloGEMflow with the selected GCM
members. The number of GCM members is given (n) in panel (a). three members all come from SSP126 but stem from three
different GCMs (see Fig. S3). this result is only based on three GCM members and is, thus,
very uncertain, it suggests that considering projections be-
yond 2100 might change the current perception of a possi-
bly irreversible glacier loss. From the physical point of view,
the result that glaciers might regrow after a potential cool-
ing of global temperatures is not surprising. 3
Results and discussion Note that one of these
GCM members was already considered in the simulations
until 2100, whilst the remaining two were not because they
show a warming beyond +2.0 ◦C for 2100 (Fig. S3). The Figure 3a–c show the regional distribution of the mod-
elled glacier evolution. By 2100, only 1484 ± 324 (+1.0 ◦C),
1033 ± 253 (+1.5 ◦C), and 724 ± 201 (+2.0 ◦C) of today’s
roughly 4000 glaciers are anticipated to remain, i.e. to
have a volume > 0 by then. In the three scenarios, Grosser
Aletschgletscher (Fig. 3d), the largest glacier of the Alps, https://doi.org/10.5194/tc-15-2593-2021 The Cryosphere, 15, 2593–2599, 2021 2596 L. Compagno et al.: Why 0.5 ◦C matters https://doi.org/10.5194/tc-15-2593-2021 L. Compagno et al.: Why 0.5 ◦C matters Still, increas-
ing the number of GCM members that consider such longer-
term horizons and having different research groups perform-
ing similar analyses would help in verifying the robustness of These results show that, owing to slow lowering of air tem-
peratures and enhanced precipitation implied by this partic-
ular scenario after 2100, slow glacier recovery might happen
(Fig. S3). While glacier volume losses of 80 %–85 % are cal-
culated for 2100, the experiment projects that Alpine glaciers
will regain a part of this volume, reaching a total volume be-
tween 28 % and 53 % of the 2020 level by 2300. Although https://doi.org/10.5194/tc-15-2593-2021 The Cryosphere, 15, 2593–2599, 2021 L. Compagno et al.: Why 0.5 ◦C matters 2597 Figure 3. Relative change in glacier volume between 2020 and 2100 for scenarios of (a) +1.0 ◦C, (b) +1.5 ◦C, and (c) +2.0 ◦C of the global
temperature increase. Each dot represents one glacier, with the dot’s size being proportional to the glacier area as given by the Randolph
Glacier Inventory. The labels “GA” and “Rh” identify the “Grosser Aletschgletscher” and “Rhonegletscher”, respectively. The modelled
geometries of these two glaciers are shown in panels (d) and (e) at the inventory date (dashed) for the year 2020 (grey) and for the year 2100
under the three selected scenarios (colours). Figure 3. Relative change in glacier volume between 2020 and 2100 for scenarios of (a) +1.0 ◦C, (b) +1.5 ◦C, and (c) +2.0 ◦C of the global
temperature increase. Each dot represents one glacier, with the dot’s size being proportional to the glacier area as given by the Randolph
Glacier Inventory. The labels “GA” and “Rh” identify the “Grosser Aletschgletscher” and “Rhonegletscher”, respectively. The modelled
geometries of these two glaciers are shown in panels (d) and (e) at the inventory date (dashed) for the year 2020 (grey) and for the year 2100
under the three selected scenarios (colours). this preliminary finding. We also stress that decisive climate
action would be required for steering global temperatures to-
wards such an evolution (i.e. SSP126). glacierised surface, with 2080–2100 annual average runoff
decreasing by 25 ± 6 % (for a global warming of +1.0 ◦C),
32 ± 8 %, (+1.5 ◦C), and 36 ± 10 % (+2.0 ◦C) compared to
2000–2020 levels. L. Compagno et al.: Why 0.5 ◦C matters Changes in monthly runoff – with a runoff
peak projected to occur 1 to 2 months earlier by the end of the
century – will be even more pronounced, with August peak
runoff reductions of 36 ± 15 %, 44 ± 14 %, and 55 ± 15 %,
respectively. For glacierised catchments and the areas down-
stream, these changes in water availability can be expected
to have important consequences, ranging from the function-
ing of ecosystems to the generation of hydroelectricity. Even
if our preliminary results based on a strong mitigation sce-
nario indicate that slow glacier recovery might happen af-
ter the 21st century, we hope that the presented results will
contribute in making the point that, when it comes to global
climate, every half-degree counts. https://doi.org/10.5194/tc-15-2593-2021 References IPCC: IPCC Special Report on the Ocean and Cryosphere in a
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nor, M., and Waterfield, T., Cambridge University Press, avail-
able at: https://www.ipcc.ch/sr15/download/ (last access: 15 Jan-
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reviewed by Nicolas Champollion and one anonymous referee. 4
Conclusions While there is overwhelming consensus that decisive action
has to be taken to limit the unwanted consequences of ongo-
ing climatic change (UN, 2015; IPCC, 2018; IPBES, 2019;
IPCC, 2019; WEF, 2020), the debate around which temper-
ature targets to pursue is all but settled. In this contribution,
we quantified the impact that a global temperature change
of +1.0, +1.5, or +2.0 ◦C compared to preindustrial lev-
els would have on glaciers of the European Alps. We show
that this would correspond to an Alpine warming slightly
above global levels and to a moderate increase in precipi-
tation. Under such conditions, Alpine glaciers are projected
to lose 44 ± 21 %, 68 ± 12 %, and 81 ± 8 % of their 2020 ice
volume by 2100, indicating that, even in the most moderate
scenario (+1.0 ◦C), about half of the present-day glacier vol-
ume will be lost by the end of the century. Preliminary results
based on a strong mitigation scenario (SSP126) and running
until 2300 indicate that slow recovery might happen after
that, emphasising the interest in considering projections that
reach beyond the 21st century. The changes in glacier vol-
ume will strongly impact the water yield from the presently Code and data availability. Code and data are available upon re-
quest. Supplement. The supplement related to this article is available on-
line at: https://doi.org/10.5194/tc-15-2593-2021-supplement. https://doi.org/10.5194/tc-15-2593-2021 The Cryosphere, 15, 2593–2599, 2021 L. Compagno et al.: Why 0.5 ◦C matters 2598 modeling. J. Glaciol., 1–19, https://doi.org/10.1017/jog.2021.55,
online first, 2021. modeling. J. Glaciol., 1–19, https://doi.org/10.1017/jog.2021.55,
online first, 2021. Author contributions. DF, LC, and SE conceived the study. LC and
SE performed the numerical modelling, with support from MH,
HZ, and DF. The original code was developed by MH (mass bal-
ance component) and HZ (ice flow component). SE retrieved, ho-
mogenised and analysed all CMIP6 GCMs, with the support of LC,
MH, and DF. LC and DF wrote the paper and produced the figures,
with contributions from all other co-authors. Hock, R.: Temperature index melt modelling in mountain ar-
eas, J. Hydrol., 282, 104–115, https://doi.org/10.1016/S0022-
1694(03)00257-9, 2003. Huss, M. and Hock, R.: A new model for global glacier
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rise,
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future glacier mass loss, Nat. Clim. Change, 8, 135–140,
https://doi.org/10.1038/s41558-017-0049-x, 2018. References Grab, M., Mattea, E., Bauder, A., Huss, M., Rabenstein, L., Hodel,
E., Linsbauer A., Langhammer, L., Schmid, L., Church, G., Hell-
mann, S., Délèze, K., Schaer, P., Lathion, P., Farinotti, D., and
Maurer, H.: Ice thickness distribution of all Swiss glaciers based
on extended ground-penetrating radar data and glaciological UN: United nations Paris agreement, United nations framework
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York, United States, available at: https://unfccc.int/sites/default/ https://doi.org/10.5194/tc-15-2593-2021 https://doi.org/10.5194/tc-15-2593-2021 The Cryosphere, 15, 2593–2599, 2021 2599 https://doi.org/10.5194/tc-15-2593-2021 The Cryosphere, 15, 2593–2599, 2021 L. Compagno et al.: Why 0.5 ◦C matters files/english_paris_agreement.pdf (last access: 15 January 2021),
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CORDEX RCM ensemble, The Cryosphere, 13, 1125–1146,
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G., Teichmann, C., and Jacob, D.: The European climate un-
der a 2◦C global warming, Environ. Res. Lett., 9, 034006,
https://doi.org/10.1088/1748-9326/9/3/034006, 2014. Zemp, M., Huss, M., Thibert, E., Eckert, N., McNabb, R., Huber,
J., Barandun, M., Machguth, H., Nussbaumer, S. U., Gartner-
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Correspondence: Momme Hell (mhell@brown.edu) Abstract. Sea ice plays an important role in Earth’s energy budget by impacting surface albedo and air-sea fluxes in polar
regions. On its margins, sea ice is heavily impacted by waves and we currently do not have routine observations of waves in
sea ice and lack understanding of how waves interact with sea ice and how they attenuate. In this paper, we propose methods to separate the two-dimensional (2D) surface wave spectra from sea ice height obser-
vations along each ICESat-2 track. A combination of a linear inverse method, called Generalized Fourier Transform (GFT),
5
to estimate the wave spectra along each beam and a Metropolitan Hasting algorithm to estimate the dominant wave’s inci-
dent angle was developed. It allows us to estimate the 2D wave signal and its uncertainty from the high-density, unstructured
ATL03 ICESat-2 photon retrievals. The GFT is applied to re-binned photon retrials on 25 km segments for all six beams and
outperforms a discrete Fourier transform in accuracy while having fewer constraints on the data structure. The Metropolitan Hasting algorithm infers the wave direction from beam pairs every 25 km using coherent crests of the
10
most energetic waves. Both methods together allow a decomposition into a 2D surface wave spectra with the advantage that the
residual surface heights can potentially be attributed to other sea ice properties. The described method can routinely decompose
ICESat-2 tracks and constrain wave attenuation in sea ice. The Metropolitan Hasting algorithm infers the wave direction from beam pairs every 25 km using coherent crests of the
10
most energetic waves. Both methods together allow a decomposition into a 2D surface wave spectra with the advantage that the
residual surface heights can potentially be attributed to other sea ice properties. The described method can routinely decompose
ICESat-2 tracks and constrain wave attenuation in sea ice. 10 The Metropolitan Hasting algorithm infers the wave direction from beam pairs every 25 km using coherent crests of the
10
most energetic waves. Both methods together allow a decomposition into a 2D surface wave spectra with the advantage that the
residual surface heights can potentially be attributed to other sea ice properties. The described method can routinely decompose
ICESat-2 tracks and constrain wave attenuation in sea ice. Directional Surface Wave Spectra And Sea Ice Structure from
ICEsat-2 Altimetry Momme C. Hell1 and Christopher Horvat1,2
1Brown University, Providence, RI, USA
2University of Auckland, Auckland, NZ 1Brown University, Providence, RI, USA
2University of Auckland, Auckland, NZ https://doi.org/10.5194/egusphere-2022-842
Preprint. Discussion started: 12 September 2022
c⃝Author(s) 2022. CC BY 4.0 License. 1
Introduction and Problem Description Sea ice covers up to 9% of the world’s oceans, and plays an important role in the energy balance of Earth’s climate. Even
15
though sea ice damps ocean surface waves (Squire, 2007), broad regions along the periphery of the sea-ice-covered ocean are
continually under the influence of surface waves (Rapley, 1984; Horvat et al., 2020; Thomson, 2022; Horvat, 2022). These
regions are collectively referred to as the Marginal Ice Zone (MIZ). In the MIZ, waves influence the thermodynamic and
dynamic properties of sea ice, and also impact the coupled exchange between atmosphere and ocean. Currently we do not have a reliable global observations of waves in sea ice, and hence are unable to sufficiently understand air-sea exchange and wave
20 1 1 https://doi.org/10.5194/egusphere-2022-842
Preprint. Discussion started: 12 September 2022
c⃝Author(s) 2022. CC BY 4.0 License. propagation in the MIZ. This paper describes how ICESat-2 altimeter observations can be used to record waves spectra in the
MIZ, and to infer additional sea ice properties to inform parametrizations of wave attenuation in sea ice. propagation in the MIZ. This paper describes how ICESat-2 altimeter observations can be used to record waves spectra in the
MIZ, and to infer additional sea ice properties to inform parametrizations of wave attenuation in sea ice. propagation in the MIZ. This paper describes how ICESat-2 altimeter observations can be used to record waves spectra in the
MIZ, and to infer additional sea ice properties to inform parametrizations of wave attenuation in sea ice. Models of wave propagation in sea ice typically evolve the ocean surface wave spectrum, ˜Sh(k) (meter2 k−1, k is the
wavenumber), which is attenuated when it comes into contact with sea ice. There has been significant debate over the functional
form and dependencies of this attenuation (Squire, 2018; Thomson et al., 2021). Yet as it controls how deep waves reach into
25
sea ice, it is vital for modeling MIZ variability and coupled feedbacks in the polar seas. Constraining ice-induced wave attenuation is challenging because wave observations in ice are difficult to make at scale. A majority of observations of waves in ice are carried out using ships or arrays of floating buoys deployed by ships (or
by helicopters from ships, see, for example Thomson, 2022, and references therein). While such observations provide high Models of wave propagation in sea ice typically evolve the ocean surface wave spectrum, ˜Sh(k) (meter2 k−1, k is the
wavenumber), which is attenuated when it comes into contact with sea ice. There has been significant debate over the functional
form and dependencies of this attenuation (Squire, 2018; Thomson et al., 2021). Yet as it controls how deep waves reach into
sea ice, it is vital for modeling MIZ variability and coupled feedbacks in the polar seas. 25 temporal frequency observations of wave spectra, they only cover a limited geographic domain, and are limited by the sea ice
30
types and conditions at the original buoy locations. Recently satellite remote sensing technologies have shown promise for
describing wave spectra in sea ice regions. SAR imagery is capable of observing wave crests as they move into the MIZ, and
the two-dimensional wave spectrum can be constructed in good agreement with in-situ-observed spectra if the sea ice is not
rough (Stopa et al., 2018; Ardhuin et al., 2017). However, SAR alone cannot observe continuous spectra as they propagate into temporal frequency observations of wave spectra, they only cover a limited geographic domain, and are limited by the sea ice
30
types and conditions at the original buoy locations. Recently satellite remote sensing technologies have shown promise for
describing wave spectra in sea ice regions. SAR imagery is capable of observing wave crests as they move into the MIZ, and
the two-dimensional wave spectrum can be constructed in good agreement with in-situ-observed spectra if the sea ice is not
rough (Stopa et al., 2018; Ardhuin et al., 2017). However, SAR alone cannot observe continuous spectra as they propagate into the sea ice. 35
The ICESat-2 (IS2) altimeter has the potential for greatly increasing the available observations of wave-ice interactions,
either alone, or in combination with other remote sensing instruments (Collard et al., 2022). ICESat-2 carries a single mea-
surement tool, ATLAS, a six-beam laser oriented in three weak/strong pairs (Fig. 1a, colored lines) offset at a near-uniform
three kilometers on the ground, with a weak-strong beam lateral offset of about 90m meters. ATLAS measures the return time the sea ice. 35
The ICESat-2 (IS2) altimeter has the potential for greatly increasing the available observations of wave-ice interactions,
either alone, or in combination with other remote sensing instruments (Collard et al., 2022). ICESat-2 carries a single mea-
surement tool, ATLAS, a six-beam laser oriented in three weak/strong pairs (Fig. 1a, colored lines) offset at a near-uniform
three kilometers on the ground, with a weak-strong beam lateral offset of about 90m meters. ATLAS measures the return time of individual photons to infer the height of the ice/ocean surface. Typical along-track photon spacings can be centimeters or
40
smaller, and so IS-2 is capable of directly sampling ocean surface waves, particularly over reflective sea ice. Recent studies have examined waves in sea ice using IS-2, basing their results on a higher-order sea ice height product
derived from photon retrievals (known as ATL07). Horvat et al. (2020) identified the capability of IS-2 to retrieve ocean waves
by examining a storm in the Barents Sea in 2019, and used a simple threshold to establish where and when waves were observed of individual photons to infer the height of the ice/ocean surface. Typical along-track photon spacings can be centimeters or
40
smaller, and so IS-2 is capable of directly sampling ocean surface waves, particularly over reflective sea ice. Recent studies have examined waves in sea ice using IS-2, basing their results on a higher-order sea ice height product
derived from photon retrievals (known as ATL07). Horvat et al. (2020) identified the capability of IS-2 to retrieve ocean waves
by examining a storm in the Barents Sea in 2019, and used a simple threshold to establish where and when waves were observed in the sea ice to produce global maps of the MIZ. In Collard et al. (2022), IS-2 retrievals during this Barents Sea storm were
45
shown to compare well with model and SAR-based observation data. Brouwer et al. (2021) selected a series of Southern
Hemisphere IS-2 retrievals, analyzing wave attenuation using direct spectral transform methods. Both found that areas affected
by waves were common in both hemispheres, with repeated measurements of waves hundreds of kilometers into the sea ice
zone, particularly in the Southern Hemisphere. in the sea ice to produce global maps of the MIZ. In Collard et al. (2022), IS-2 retrievals during this Barents Sea storm were
45
shown to compare well with model and SAR-based observation data. Brouwer et al. (2021) selected a series of Southern
Hemisphere IS-2 retrievals, analyzing wave attenuation using direct spectral transform methods. Both found that areas affected
by waves were common in both hemispheres, with repeated measurements of waves hundreds of kilometers into the sea ice
zone, particularly in the Southern Hemisphere. Three challenges limit the direct comparison of IS-2 derived wave spectra to observations and models. First, waves propagate
50
at an angle θ relative to the along-track direction of the satellite (Fig. 1b), and observable wave lengths λ are aliased by an
unknown factor cos−1 θ (Rapley, 1984; Horvat et al., 2016; Yu et al., 2021). Second, observed surface height variability is a
convolution of the dynamic ocean topography, sea ice topography, surface waves, and noise. The surface wave signal can than
only successfully reconstructed if these other signals are on a different scale, like the ocean topography, or not periodic, like
the sea ice topography and noise Third the fractured nature of sea ice influence of clouds and changing surface albedo cause
55 Three challenges limit the direct comparison of IS-2 derived wave spectra to observations and models. First, waves propagate
50
at an angle θ relative to the along-track direction of the satellite (Fig. 1b), and observable wave lengths λ are aliased by an
unknown factor cos−1 θ (Rapley, 1984; Horvat et al., 2016; Yu et al., 2021). Second, observed surface height variability is a
convolution of the dynamic ocean topography, sea ice topography, surface waves, and noise. The surface wave signal can than
only successfully reconstructed if these other signals are on a different scale, like the ocean topography, or not periodic, like
the sea ice topography and noise. Third, the fractured nature of sea ice, influence of clouds, and changing surface albedo cause
55 Three challenges limit the direct comparison of IS-2 derived wave spectra to observations and models. First, waves propagate
50
at an angle θ relative to the along-track direction of the satellite (Fig. 1b), and observable wave lengths λ are aliased by an
unknown factor cos−1 θ (Rapley, 1984; Horvat et al., 2016; Yu et al., 2021). Second, observed surface height variability is a
convolution of the dynamic ocean topography, sea ice topography, surface waves, and noise. The surface wave signal can than
only successfully reconstructed if these other signals are on a different scale, like the ocean topography, or not periodic, like 50 the sea ice topography and noise. Third, the fractured nature of sea ice, influence of clouds, and changing surface albedo cause
55 2 2 https://doi.org/10.5194/egusphere-2022-842
Preprint. Discussion started: 12 September 2022
c⃝Author(s) 2022. CC BY 4.0 License. https://doi.org/10.5194/egusphere-2022-842
Preprint. Discussion started: 12 September 2022
c⃝Author(s) 2022. CC BY 4.0 License. nominal
track
a)
b)
incident
wave
direction
incident
wave
direction
λ’
λ
Θ
Θ
observable
wave incident
angle
wave crests
wave
direction
xi
xi+1
xi+2
xi+3
across-track
distance yi
nominal
track
along-track distance yi
20 m
d ≈ 90 m
Figure 1. Illustration of ICESat-2 (IS2) beams intersecting the Marginal Ice Zone (MIZ) under the presence of waves. a) The three beam
pairs are shown is red/orange, dark/light green, or dark/light blue lines. The vertical black line is the nominal IS2 reference ground track. The incident waves come from the top-right along the black arrow with wave crests (solid) and valleys (dashed). b) Details view of an ideal
monochromatic wave observation by IS2 in sea ice. The IS2 beam pair (light/dark green lines) observes an incident wave (along the black
arrow) of wavelength λ with an angle θ as λ′. With the beam-pair distance d one can calculate θ from the phase lag of the incident wave
crests. The along-/across-track coordinate system is referenced to the nominal track, while each data point is the weighted mean a 20-meter
stencil (see text). nominal
track
a)
b)
incident
wave
direction
incident
wave
direction
along track distance yi nominal
track
a)
b)
incident
wave
direction
incident
wave
direction
λ’
λ
Θ
Θ
observ
wave incide
angle
wave crests
di
xi
xi+1
xi+2
xi+3
across-track
distance yi
nominal
track
along-track distance yi
20 m
d ≈ 90 m b)
λ’
λ
Θ
Θ
observable
wave incident
angle
wave crests
wave
direction
xi
xi+1
xi+2
xi+3
across-track
distance yi
nominal
track
along-track distance yi
20 m
d ≈ 90 m b) Figure 1. Illustration of ICESat-2 (IS2) beams intersecting the Marginal Ice Zone (MIZ) under the presence of waves. a) The three beam
pairs are shown is red/orange, dark/light green, or dark/light blue lines. The vertical black line is the nominal IS2 reference ground track. The incident waves come from the top-right along the black arrow with wave crests (solid) and valleys (dashed). b) Details view of an ideal
monochromatic wave observation by IS2 in sea ice. The IS2 beam pair (light/dark green lines) observes an incident wave (along the black
arrow) of wavelength λ with an angle θ as λ′. With the beam-pair distance d one can calculate θ from the phase lag of the incident wave
crests. The along-/across-track coordinate system is referenced to the nominal track, while each data point is the weighted mean a 20-meter
stencil (see text). gaps or irregularities in IS-2 photon retrieval rates, creating an high-density but irregular observation. The method must be
applicable to irregular data without generating spurious sources of variance, i.e. artificial wave energy. All of the above factors
complicate direct assessments of spectra and their attenuation in sea ice. https://doi.org/10.5194/egusphere-2022-842
Preprint. Discussion started: 12 September 2022
c⃝Author(s) 2022. CC BY 4.0 License. suppl. Table for granule names), providing two-dimensional wave spectra derived from along-track data in section 3.2, and the
decomposition of photon variance in section 4. In section 5 we address how the angle correction and variance decomposition
can be used to both (a) developed improved models of attenuation of waves in sea ice, and (b) improve estimates of sea-ice
freeboard. 70 suppl. Table for granule names), providing two-dimensional wave spectra derived from along-track data in section 3.2, and the
decomposition of photon variance in section 4. In section 5 we address how the angle correction and variance decomposition
can be used to both (a) developed improved models of attenuation of waves in sea ice, and (b) improve estimates of sea-ice
freeboard. 70 70 2
Along-track Wave Spectra from IS-2 The primary aim of this analysis is to assess surface height variability in the MIZ. Hence we want to use the highest data
resolution we can handle, though we are agnostic about the classification of photon returns. That is the L2-level product
ATL03 from Neumann et al. (2021). For comparison, we show the photon cloud data from ATL03 and the surface heights and type classifications from the higher level ATL07/10 product in figure 2 as dark blue, light blue, or orange dots (Kwok et al.,
75
2021). By requiring 150 consecutive photons to identify a sea ice segment, the ATL07 product accounts for most of the height
variability from the ATL03 product. Yet it misses retrievals in the MIZ (supl. Fig. 2, white and gray area) and within the sea
ice (Fig. 2). For better resolution, the following analysis is based on the photon cloud data from ATL03. Here we develop angle-corrected, two-dimensional (2D) wave spectra in sea ice, using photon Here we develop angle-corrected, two-dimensional (2D) wave spectra in sea ice, using photon height data from ICESat-2. We partition surface height variability into waves and sea-ice or noise-related components, which permits a direct assessment
60
of wave energy attenuation and sea-ice properties for evaluation of numerical attenuation schemes. We show this partitioning
allows for significantly improved sea ice height estimates in the MIZ, which may allow for an expansion of existing higher-level
IS-2 products to broader ice-covered regions. We partition surface height variability into waves and sea-ice or noise-related components, which permits a direct assessment
60
of wave energy attenuation and sea-ice properties for evaluation of numerical attenuation schemes. We show this partitioning
allows for significantly improved sea ice height estimates in the MIZ, which may allow for an expansion of existing higher-level
IS-2 products to broader ice-covered regions. We describe the pre-processing of IS-2 along-track photon heights in section 2.1 and develop a (linear) harmonic fitting
procedure applied individual IS-2 beams in section 2.2. Subsequently we develop a multi-beam, Monte-Carlo method for bias-
65
correcting along-track wavelengths in section 3. We then demonstrate this method on three example cases (Track 1 to 3, see 3 3 2.1
Data Pre-Processing Linearly inverting photon data requires exact along and across-track information about photon positions. Along-track photon
80
positions are first re-referenced to the most equatorward position on the nominal ATLAS ground track. The most equatorward
position is evaluated from the ATL07 (Kwok et al., 2021) product and set to the beginning of 1st 100 km section that has at
least 0.02 photons per 100km. All tracks are then followed in a poleward direction, until the variance of any of the 6 beams
exceeds a factor of 10 the variance of the first 15% on the equatorward side of the track (supl. Fig. 2, dashed black lines). Linearly inverting photon data requires exact along and across-track information about photon positions. Along-track photon
80
positions are first re-referenced to the most equatorward position on the nominal ATLAS ground track. The most equatorward
position is evaluated from the ATL07 (Kwok et al., 2021) product and set to the beginning of 1st 100 km section that has at
least 0.02 photons per 100km. All tracks are then followed in a poleward direction, until the variance of any of the 6 beams
exceeds a factor of 10 the variance of the first 15% on the equatorward side of the track (supl. Fig. 2, dashed black lines). This avoids including impacts from coastal or land ice around the Antarctic coast. The redefined along-track direction x and
85
an across-track direction y are then used as coordinate system throughout the analysis (Fig. 1b, supl. Fig. 1 and 2). After removing the cumulative surface height correction (dem_h taken from the ATL07/10 dataset, Kwok et al., 2021), we
bin photon measurements into 20-meter stencils that overlap by 50%. This yields a 10-meter along-track resolution (Fig. 2
green line). Note this differs from the procedure used to form sea ice surface heights in the ATL07 product, which averages This avoids including impacts from coastal or land ice around the Antarctic coast. The redefined along-track direction x and
85
an across-track direction y are then used as coordinate system throughout the analysis (Fig. 1b, supl. Fig. 1 and 2). After removing the cumulative surface height correction (dem_h taken from the ATL07/10 dataset, Kwok et al., 2021), we
bin photon measurements into 20-meter stencils that overlap by 50%. This yields a 10-meter along-track resolution (Fig. 2
green line). https://doi.org/10.5194/egusphere-2022-842
Preprint. Discussion started: 12 September 2022
c⃝Author(s) 2022. CC BY 4.0 License. Fig. S2). The same 20-meter stencil also provides an uncertainty estimate σh(x) (proportional to Fig. 2 blue area) representing
the varying photon density. This uncertainty is used to define the data prior (sec. A1) for the harmonic inversion in section 2.2. 00 100 Figure 2. ATL03 photon cloud and ATL07 surface heights for example Track 1. Individual photons are shown in black and the 20-meter
weighted average as a green line. The ATL07 Photon heights are are shown as light blue, dark blue, or black dots, with the color corresponds
to their type category provided in ATL07. Identified sea ice leads are shown as red segments on the gray line. The surface slope based on the
weighted photon average is shown as a blue line with -1.25 offset, and its uncertainty estimate as blue shading with a -1 offset. The panel b)
is an inset of the gray area in panel a). Figure 2. ATL03 photon cloud and ATL07 surface heights for example Track 1. Individual photons are shown in black and the 20-meter
weighted average as a green line. The ATL07 Photon heights are are shown as light blue, dark blue, or black dots, with the color corresponds
to their type category provided in ATL07. Identified sea ice leads are shown as red segments on the gray line. The surface slope based on the
weighted photon average is shown as a blue line with -1.25 offset, and its uncertainty estimate as blue shading with a -1 offset. The panel b)
is an inset of the gray area in panel a). The re-sampled surface height data is used to calculate a series of along-track surface slopes (Fig. 2 thin blue line) by
taking the along-track derivative and applying a spike-removing algorithm. Using the along-track surface slope data focuses
the timeseries analysis on local photon-height changes, rather then the magnitude of the total surface height field. The spike-
removal reduces peaks in the slope data, which can be from sea-ice height changes or especially those resulting from ice-
ocean transitions. Because the slope field approximates the derivative of the height field, the spectrum of slopes ˆSc(k) is
˜
˜
˜ The re-sampled surface height data is used to calculate a series of along-track surface slopes (Fig. 2 thin blue line) by
taking the along-track derivative and applying a spike-removing algorithm. Using the along-track surface slope data focuses
the timeseries analysis on local photon-height changes, rather then the magnitude of the total surface height field. The spike-
removal reduces peaks in the slope data, which can be from sea-ice height changes or especially those resulting from ice-
ocean transitions. Because the slope field approximates the derivative of the height field, the spectrum of slopes ˆSc(k) is
105
readily connected to the spectrum of surface heights ˜Sc(k), as ˜Sh(k) = k ˜Sc(k). The surface height field can therefore be
directly reconstructed from the slope spectrum, as we show below. The generalized Fourier transform (sec. 2.2) and directional
estimates (sec. 3.1) are then applied on 25-km long segments of these surface slopes, with uncertainty estimates (Fig. 2). The
25-km segments also overlap by 50%, providing an along-track spectral estimate every 12.5 km. The re-sampled surface height data is used to calculate a series of along-track surface slopes (Fig. 2 thin blue line) by
taking the along-track derivative and applying a spike-removing algorithm. Using the along-track surface slope data focuses
the timeseries analysis on local photon-height changes, rather then the magnitude of the total surface height field. The spike-
removal reduces peaks in the slope data, which can be from sea-ice height changes or especially those resulting from ice-
ocean transitions. Because the slope field approximates the derivative of the height field, the spectrum of slopes ˆSc(k) is
105
readily connected to the spectrum of surface heights ˜Sc(k), as ˜Sh(k) = k ˜Sc(k). The surface height field can therefore be
directly reconstructed from the slope spectrum, as we show below. The generalized Fourier transform (sec. 2.2) and directional
estimates (sec. 3.1) are then applied on 25-km long segments of these surface slopes, with uncertainty estimates (Fig. 2). The
25-km segments also overlap by 50%, providing an along-track spectral estimate every 12.5 km. The re-sampled surface height data is used to calculate a series of along-track surface slopes (Fig. 2 thin blue line) by
taking the along-track derivative and applying a spike-removing algorithm. Using the along-track surface slope data focuses
the timeseries analysis on local photon-height changes, rather then the magnitude of the total surface height field. The spike-
removal reduces peaks in the slope data, which can be from sea-ice height changes or especially those resulting from ice- ocean transitions. 2.1
Data Pre-Processing Note this differs from the procedure used to form sea ice surface heights in the ATL07 product, which averages height data for each set of 150 photons along-track. ATL07 has a constant photon count, with the trade-off of irregularly spaced
90
segments of varying length in the MIZ, while our approach provides more regularly-spaced data with the trade-off of having
a variable photon count in each stencil and potentially including retrievals of water near sea ice. Stencils with fewer than five
photons are excluded, which also leads to data gaps corresponding to no or very low photon retrievals due to sea-ice leads,
open water, clouds, or other noise (suppl. Fig. S2). These data gaps also lead to an irregularity in the data, but here each stencil
mean represents the same area and hence better capture wave phase. 95 mean represents the same area and hence better capture wave phase. 95
The photon height in each 20-meter stencil hc(x) is calculated as the mean of the photons weighted by their inverse distance
to the stencil center, using a Gaussian weighting function with standard deviation of 10m. We tested other data reduction
methods, like using the median or mode of the stencil, finding results insensitive to the choice of the binning method (suppl. The photon height in each 20-meter stencil hc(x) is calculated as the mean of the photons weighted by their inverse distance
to the stencil center, using a Gaussian weighting function with standard deviation of 10m. We tested other data reduction
methods, like using the median or mode of the stencil, finding results insensitive to the choice of the binning method (suppl. 4 4 https://doi.org/10.5194/egusphere-2022-842
Preprint. Discussion started: 12 September 2022
c⃝Author(s) 2022. CC BY 4.0 License. 2.2
Generalized Fourier Transform (GFT)
110 The data handling needed for DFT can erode the signal substantially, especially in the
MIZ (Fig. 3 b,c gray and green lines). The GFT method outlined below works on any grid, incorporates data uncertainty, and does not require periodicity. The
GFT can be customized to the frequencies of interest with the additional benefit of providing a standard error in real and
wavenumber space. 125 The GFT method outlined below works on any grid, incorporates data uncertainty, and does not require periodicity. The
GFT can be customized to the frequencies of interest with the additional benefit of providing a standard error in real and
wavenumber space. 125 Because the slope field approximates the derivative of the height field, the spectrum of slopes ˆSc(k) is
105
readily connected to the spectrum of surface heights ˜Sc(k), as ˜Sh(k) = k ˜Sc(k). The surface height field can therefore be
directly reconstructed from the slope spectrum, as we show below. The generalized Fourier transform (sec. 2.2) and directional
estimates (sec. 3.1) are then applied on 25-km long segments of these surface slopes, with uncertainty estimates (Fig. 2). The
25-km segments also overlap by 50%, providing an along-track spectral estimate every 12.5 km. 105 5 2.2
Generalized Fourier Transform (GFT)
110 We estimate along-track wave spectra using a Generalized Fourier Transform (GFT). The GFT is an harmonic fit of sin- and
cos-pair coefficients, which together determine amplitude and phase at each wavenumber. The model complexity is defined by
the number of resolved wave numbers and its success depends on prior (assumed) knowledge about the data’s uncertainty and
model structure. 115 We use a GFT to overcome several disadvantages arising when implementing a standard Discrete Fourier Transform (DFT). 115
While the DFT is a fast variance-conserving algorithm it requires periodic, continuous and equally-spaced data. The DFT
implies that frequency bands are harmonics over a domain or segment length L, which is an arbitrary limitation on the re-
solved frequencies. To make segments periodic, often tapering or windowing is applied to the segmented data. In addition to
the data’s non-periodicity the common presence of data gaps in IS-2 retrievals requires extrapolation or gap-filling to create We use a GFT to overcome several disadvantages arising when implementing a standard Discrete Fourier Transform (DFT). 115
While the DFT is a fast variance-conserving algorithm it requires periodic, continuous and equally-spaced data. The DFT
implies that frequency bands are harmonics over a domain or segment length L, which is an arbitrary limitation on the re-
solved frequencies. To make segments periodic, often tapering or windowing is applied to the segmented data. In addition to
the data’s non-periodicity the common presence of data gaps in IS-2 retrievals requires extrapolation or gap-filling to create continuous equally spaced data suitable for a DFT. These both lead to commonly known problems of the DFT, like energy
120
leaks/compensation in spectral space. The data handling needed for DFT can erode the signal substantially, especially in the
MIZ (Fig. 3 b,c gray and green lines). The GFT method outlined below works on any grid, incorporates data uncertainty, and does not require periodicity. The
GFT can be customized to the frequencies of interest with the additional benefit of providing a standard error in real and
wavenumber space. 125 continuous equally spaced data suitable for a DFT. These both lead to commonly known problems of the DFT, like energy
120
leaks/compensation in spectral space. The data handling needed for DFT can erode the signal substantially, especially in the
MIZ (Fig. 3 b,c gray and green lines). leaks/compensation in spectral space. 2.3
Harmonic wave inversion Using Bayes’ theorem (Kachelein et al., 2022), or, alternatively the matrix inversion lemma (Wunsch,
1996), given the data |b, the most likely estimate of the model parameters ˆp is found as, To find the most probable b given a set of model parameters p, we need to estimate the autocovariance matrices of the residual
140
R =
rrT
, i.e. the error of the data, and the autocovariance matrix of the model P =
ppT
, where (⟨·⟩) is the expected
value. Then the most probable estimate of the data b can be found by estimating the maximum of the posterior probability
distribution P(p|b). Using Bayes’ theorem (Kachelein et al., 2022), or, alternatively the matrix inversion lemma (Wunsch,
1996), given the data |b, the most likely estimate of the model parameters ˆp is found as, ˆp =
HT RH + P−1−1 HT R−1b. 145 ˆp =
HT RH + P−1−1 HT R−1b. (6)
145
Once the model parameters ˆp are estimated, the model can be expressed in real space using ˆb (Fig. 3a green lines), or as a
power spectrum ˆ˜SGF T (Fig. 3b,c green lines, see suppl. material S1 for derivation). Note that ˆ˜SGF T is substantially different
from that of the DFT of the same data (Fig. 3b,c gray and green lines respectively). The frequent gaps in the data, as well as the
DFT’s requirement for the data to be period creates artificial power in the swell’s wavenumber range that lead to miss leading (6) ˆp =
HT RH + P−1−1 HT R−1b. (6)
145
Once the model parameters ˆp are estimated, the model can be expressed in real space using ˆb (Fig. 3a green lines), or as a
power spectrum ˆ˜SGF T (Fig. 3b,c green lines, see suppl. material S1 for derivation). Note that ˆ˜SGF T is substantially different
from that of the DFT of the same data (Fig. 3b,c gray and green lines respectively). The frequent gaps in the data, as well as the
DFT’s requirement for the data to be period creates artificial power in the swell’s wavenumber range that lead to miss leading Once the model parameters ˆp are estimated, the model can be expressed in real space using ˆb (Fig. 3a green lines), or as a
power spectrum ˆ˜SGF T (Fig. 3b,c green lines, see suppl. material S1 for derivation). 2.3
Harmonic wave inversion We follow Wunsch (1996), Menke (2018), and Kachelein et al. (2022), using generalized least squares to derive spectral
amplitudes in each 25-km segment Xi (Fig. 4). Slope data in each section Xi is a series of unevenly spaced mean-zero data
points and is expressed as a column vector b = ∂xz of length Ni where z are the height data. These data are then modeled as
the sum of sinusoids having wave numbers in the range of swell and wind waves
130 (1) b = H p + r, where H is an Ni ×2M regressor matrix of basis functions, p is the model parameter vector of length 2M, and r is the vector
of the residual timeseries of length Ni. The columns of H are sines and cosines of prescribed wave numbers, km = 2π/λm for
wavelengths λm indexed by m = 1,2,..M, i.e.: b =
M
X
m=1
am cos(kmx) + bm sin(kmx)
+ r,
135 (2) (3) 6 https://doi.org/10.5194/egusphere-2022-842
Preprint. Discussion started: 12 September 2022
c⃝Author(s) 2022. CC BY 4.0 License. with, (4)
(5) (4) (5) (5) To find the most probable b given a set of model parameters p, we need to estimate the autocovariance matrices of the residual
140
R =
rrT
, i.e. the error of the data, and the autocovariance matrix of the model P =
ppT
, where (⟨·⟩) is the expected
value. Then the most probable estimate of the data b can be found by estimating the maximum of the posterior probability
distribution P(p|b). Using Bayes’ theorem (Kachelein et al., 2022), or, alternatively the matrix inversion lemma (Wunsch,
1996), given the data |b, the most likely estimate of the model parameters ˆp is found as, To find the most probable b given a set of model parameters p, we need to estimate the autocovariance matrices of the residual
140
R =
rrT
, i.e. the error of the data, and the autocovariance matrix of the model P =
ppT
, where (⟨·⟩) is the expected
value. Then the most probable estimate of the data b can be found by estimating the maximum of the posterior probability
distribution P(p|b). 2.3.1
Choice of model resolution and degrees of freedom
160 The highest wavenumber is
chosen as k′
m = 0.11 rad m−1, a typical period of wind waves of about six seconds. Using evenly spaced wavenumbers with
dk = 1.25 × 10−4 this results in M = 869 wavenumbers. 175 dk = 1.25 × 10−4 this results in M = 869 wavenumbers. 175 2.3.1
Choice of model resolution and degrees of freedom
160 The quality of the GFT model depends on the degrees of freedom, the model prior p, and data priors r (eq. 7). While the number
of model parameters, 2M, remains fixed throughout the analysis, the number of data points in segment i, Ni, is variable, and
may be controlled by the segment length L, 25 km in our case, with a 12.5km overlap (Fig. 4). The number of degrees of freedom is then 2M −Ni and depends on the number of data points in each 25-km segment. A segment with no data gaps and a 10-meter resolution (sec. 2.1) contains Ni = 2500 data points. With 2M = 1738 model
165
parameters, this is then an over determined problem. However, frequent data gaps reduce the number of datapoint per segment,
which may result in an underdetermined problem, with more model parameters then data (2M > Ni). The result is then a
larger residual r and larger uncertainty estimate ˆperr (eq. 8 and eq. 9). Even in cases where eq. (1) is underdetermined, we
are confident in our wave spectrum estimation within given error because P contains prior knowledge about the shape of the
solution, i.e. the shape of typical surface wave spectra (sec. 2.4). 170 A segment with no data gaps and a 10-meter resolution (sec. 2.1) contains Ni = 2500 data points. With 2M = 1738 model
165
parameters, this is then an over determined problem. However, frequent data gaps reduce the number of datapoint per segment,
which may result in an underdetermined problem, with more model parameters then data (2M > Ni). The result is then a
larger residual r and larger uncertainty estimate ˆperr (eq. 8 and eq. 9). Even in cases where eq. (1) is underdetermined, we
are confident in our wave spectrum estimation within given error because P contains prior knowledge about the shape of the solution, i.e. the shape of typical surface wave spectra (sec. 2.4). 170
The choice of segment length also determines the smallest resolvable wavenumber. For example, a segment length of 25-km
resolves a wave with a 20s period at an incident angle of ±75◦about 10 times. We set the lowest resolved wavenumber to
k′
1 = 2.5×10−3 rad m−1 which corresponds to a maximum wavelength of 2500 meters (sec. 3.1). https://doi.org/10.5194/egusphere-2022-842
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Harmonic wave inversion Note that ˆ˜SGF T is substantially different
from that of the DFT of the same data (Fig. 3b,c gray and green lines respectively). The frequent gaps in the data, as well as the
DFT’s requirement for the data to be period creates artificial power in the swell’s wavenumber range that lead to miss leading
results
150 results. 150
To estimate the model error, the posterior autocovariance of the difference between estimated and true model parameters is
defined as the inverse Hessian, To estimate the model error, the posterior autocovariance of the difference between estimated and true model parameters is
defined as the inverse Hessian, Hess−1 =
(p −ˆp)(p −ˆp)T
=
HT RH + P−1−1 , (7) (7) In practice this is calculated from the so called “kernel" matrix H, and the (assumed) Gaussian distributed data and model
priors R and P. The inverse Hessian is then be used to estimate the error of the model parameters
155 ˆperr = tr(Hess−1),
(8) ˆperr = tr(Hess−1), ˆperr = tr(Hess−1), (8) (Fig. 3d, shown in the same units as the power spectra) and the error of the fit to the modeled data (Fig. 3d, shown in the same units as the power spectra) and the error of the fit to the modeled data, ˆberr = (H2 Hess−1)j, (9) (not shown) where j is a unit vector of length 2M. (not shown) where j is a unit vector of length 2M. (not shown) where j is a unit vector of length 2M. 7 7 2.4
Iterative inversion along each beam The GFT solution ˆb depends on prior assumptions about the wave spectrum: the model prior P. Since the GFT is iteratively
applied along each beam, results from a previous (closer to the open ocean) segment inform the subsequent segment as illus-
trated in Figure 4. Here we describe how a successive application of the GFT along the IS-2 beam can leads to an efficient
solution assuming that the wave’s spectral shape only slowly varies between the segments. 180 trated in Figure 4. Here we describe how a successive application of the GFT along the IS 2 beam can leads to an efficient
solution assuming that the wave’s spectral shape only slowly varies between the segments. 180
The initial guess of the model prior Pinit, taken at the most ocean-ward edge of the data is a Pierson-Moskowitz (PM)
spectral slope function (based on Pierson and Moskowitz, 1964), to describe the general shape of a narrow banded surface
wave field. The initial PM form is fit to a DFT of the data, and any locations with missing data are defined with a slope of
zero. This gap-filling creates artificial ringing in the DFT, but is sufficient to estimate the peak wave number and energy of solution assuming that the wave’s spectral shape only slowly varies between the segments. 180
The initial guess of the model prior Pinit, taken at the most ocean-ward edge of the data is a Pierson-Moskowitz (PM)
spectral slope function (based on Pierson and Moskowitz, 1964), to describe the general shape of a narrow banded surface
wave field. The initial PM form is fit to a DFT of the data, and any locations with missing data are defined with a slope of
zero. This gap-filling creates artificial ringing in the DFT, but is sufficient to estimate the peak wave number and energy of the spectrum. The PM-spectrum has, in its simplest form only two free parameters, the peak frequency and spectral amplitude,
185
which are fit to the DFT power spectra via an objective function that is regularized by the observed spectral peak of the
smoothed data (Appendix A, Hell et al., 2019). The initial inversion of the most equatorward segment X0 is performed using P0 = Pinit in eq. (6), leading to model
parameters ˆp0. For this first segment, a second inversion is applied on the same data, using an updated prior that is a smoothed the spectrum. 2.4
Iterative inversion along each beam CC BY 4.0 License. https://doi.org/10.5194/egusphere-2022-842
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c⃝Author(s) 2022. CC BY 4.0 License. 0.1
0.0
0.1
relative slope (m/m)
a) Data and Model
-12
-6
0
6
12
segment distance (km) @ X=38 km
0.1
0.0
0.1
relative slope (m/m) 0.1
0.0
0.1
relative slope (m/m)
a) Data and Model
-12
-6
0
6
12
segment distance (km) @ X=38 km
0.1
0.0
0.1
relative slope (m/m)
0.02
0.06
0.1
0
2
4
1e
5
d) Spectral Error
gt2l
gt2r
-3
-1
1
3
Normalized Error
0.0
0.2
0.4
e) PDF of Residual r
0.02
0.06
0.1
0
1
10
2 (m/m)2/k
b) Beam gt2l Spectral Estimate
0.02
0.06
0.1
wavenumber k (2 m
1)
0
1
10
2 (m/m)2/k
c) Beam gt2r Spectral Estimate
GFT Spec
FFT Spec
Figure 3. Example model and spectral estimate for a 25-km segment in the MIZ for Track 2 (granule 08070210, see suppl. Table). (a) Data
(gray), model (dark and light green), and predicted modeled (orange) photon heights for two neighboring beams gt2l (dark green) and gt2r
(light green). The data is offset by 0.5. (b and c) Corresponding power spectral estimates using GFT (green) and standard DFT (gray). The
thick green lines are smoothed GFT estimates with a rolling 10-wavenumber mean. (d) Power spectral error for both beams as function of
wave number. e) Residual PDF of r for both beams respectively. relative slope (m/m) segment distance (km) @ X=38 km
0.02
0.06
0.1
0
2
4
1e
5
d) Spectral Error
gt2l
gt2r
-3
-1
1
3
Normalized Error
0.0
0.2
0.4
e) PDF of Residual r
0.02
0.06
0.1
0
1
10
2 (m/m)2/k
b) Beam gt2l Spectral Estimate
0.02
0.06
0.1
wavenumber k (2 m
1)
0
1
10
2 (m/m)2/k
c) Beam gt2r Spectral Estimate
GFT Spec
FFT Spec
Figure 3. Example model and spectral estimate for a 25-km segment in the MIZ for Track 2 (granule 08070210, see suppl. Table). (a) Data
(gray), model (dark and light green), and predicted modeled (orange) photon heights for two neighboring beams gt2l (dark green) and gt2r
(light green). The data is offset by 0.5. (b and c) Corresponding power spectral estimates using GFT (green) and standard DFT (gray). The
thick green lines are smoothed GFT estimates with a rolling 10-wavenumber mean. (d) Power spectral error for both beams as function of
wave number. 2.4
Iterative inversion along each beam The PM-spectrum has, in its simplest form only two free parameters, the peak frequency and spectral amplitude,
185
which are fit to the DFT power spectra via an objective function that is regularized by the observed spectral peak of the
smoothed data (Appendix A, Hell et al., 2019). the spectrum. The PM-spectrum has, in its simplest form only two free parameters, the peak frequency and spectral amplitude,
185
which are fit to the DFT power spectra via an objective function that is regularized by the observed spectral peak of the
smoothed data (Appendix A, Hell et al., 2019). The initial inversion of the most equatorward segment X0 is performed using P0 = Pinit in eq. (6), leading to model
parameters ˆp0. For this first segment, a second inversion is applied on the same data, using an updated prior that is a smoothed The initial inversion of the most equatorward segment X0 is performed using P0 = Pinit in eq. (6), leading to model
parameters ˆp0. For this first segment, a second inversion is applied on the same data, using an updated prior that is a smoothed
version of ˆp0 (Fig. 4, left). The smoothing uses a Lanzos running smoother in wavenumber with a stencil-width of ±0.19
190
2πm−1, or 150 data points. Inversions of the successive segments X1,X2,X3,... are then performed once, with the prior Pi version of ˆp0 (Fig. 4, left). The smoothing uses a Lanzos running smoother in wavenumber with a stencil-width of ±0.19
190
2πm−1, or 150 data points. Inversions of the successive segments X1,X2,X3,... are then performed once, with the prior Pi version of ˆp0 (Fig. 4, left). The smoothing uses a Lanzos running smoother in wavenumber with a stencil-width of ±0.19
190
2πm−1, or 150 data points. Inversions of the successive segments X1,X2,X3,... are then performed once, with the prior Pi version of ˆp0 (Fig. 4, left). The smoothing uses a Lanzos running smoother in wavenumber with a stencil-width of ±0.19
190
2πm−1, or 150 data points. Inversions of the successive segments X1,X2,X3,... are then performed once, with the prior Pi 8 0.1
0.0
0.1
relative slope (m/m)
a) Data and Model
-12
-6
0
6
12
segment distance (km) @ X=38 km
0.1
0.0
0.1
relative slope (m/m)
2
4
1e
5
d) Spectral Error
gt2l
gt2r
1
2 (m/m)2/k
b) Beam gt2l Spectral Estimate
https://doi.org/10.5194/egusphere-2022-842
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Tracking of wave energy through Sea Ice The GFT is applied to each 25 km-segment with more then 250 data points, leading to wave spectral estimates along each beam. 195
In Fig. 5(a-f) we show wavenumber spectra for each segment and for each of beams of Track 3 in the Southern Hemisphere
on May 2, 2019. The per-segment cross-beam mean (Fig. 5h) and mean spectral error (Fig. 5i) are derived by weighting each
segment by its photon density before taking the mean. We define this weighted mean and error as our best estimate of the along
track spectral evolution of wave energy. The example track shows an attenuating swell signal starting at X = 0 km and a second wave-energy maximum with shorter
200
wavelength (k′ ≈100m) at about X = 150 km in both, the spectrogram of the weighted mean as well as in individual beams
(Fig. 5a to f, and h). The corresponding error per wave-number and position indicates larger error were we see wave signals
(Fig. 5 i) which are likely just related to larger amplitudes in the data. The estimated wave numbers are the observed along-track wave numbers k′, which are different than the true wave number The example track shows an attenuating swell signal starting at X = 0 km and a second wave-energy maximum with shorter
200
wavelength (k′ ≈100m) at about X = 150 km in both, the spectrogram of the weighted mean as well as in individual beams
(Fig. 5a to f, and h). The corresponding error per wave-number and position indicates larger error were we see wave signals
(Fig. 5 i) which are likely just related to larger amplitudes in the data. The estimated wave numbers are the observed along-track wave numbers k′, which are different than the true wave number
length |k| along the incident wave vector k (see Fig. 1). To estimate a wavenumber spectrum along the dominant propagation
205
direction rather then the direction it is observed, we outline a method to correct this bias in the following section. length |k| along the incident wave vector k (see Fig. 1). To estimate a wavenumber spectrum along the dominant propagation
205
direction rather then the direction it is observed, we outline a method to correct this bias in the following section. 2.4
Iterative inversion along each beam Schematic of the harmonic inversion algorithm along an ICESat-2 beam, shown over the surface slope field of a typical beam in the
MIZ. The DFT in each successive segment Xi has a prior Pi derived from the previous segment centered around Xi−1. For those segments
with no prior information available, the prior Pinit is generated via a Discrete Fourier Transform (DFT) over the segments centered at Xi. 2.4
Iterative inversion along each beam e) Residual PDF of r for both beams respectively. 0.02
0.06
0.1
0
2
4
1e
5
d) Spectral Error
gt2l
gt2r
e) PDF of Residual r
0.02
0.06
0.1
0
1
10
2 (m/m)2/k
b) Beam gt2l Spectral Estimate
c) Beam gt2r Spectral Estimate b) Beam gt2l Spectral Estimate b) Beam gt2l Spectral Estimate c) Beam gt2r Spectral Estimate -3
-1
1
3
Normalized Error
0.0
0.2
0.4
0.02
0.06
0.1
wavenumber k (2 m
1)
0
1
10
2 (m/m)2/k
GFT Spec
FFT Spec Figure 3. Example model and spectral estimate for a 25-km segment in the MIZ for Track 2 (granule 08070210, see suppl. Table). (a) Data
(gray), model (dark and light green), and predicted modeled (orange) photon heights for two neighboring beams gt2l (dark green) and gt2r
(light green). The data is offset by 0.5. (b and c) Corresponding power spectral estimates using GFT (green) and standard DFT (gray). The
thick green lines are smoothed GFT estimates with a rolling 10-wavenumber mean. (d) Power spectral error for both beams as function of
wave number. e) Residual PDF of r for both beams respectively. a smoothed version of ˆpi−1. If missing data does not allow for a successful inversion, the algorithm is re-initiated as done to
obtain P0 and ˆp0. a smoothed version of ˆpi−1. If missing data does not allow for a successful inversion, the algorithm is re-initiated as done to
obtain P0 and ˆp0. 9 9 X1
GFT{1}
1
X3
GFT{3}
3
5
... init
X0
GFT(0)
2
4
X2
GFT(2)
X4
GFT(4)
DFT(0)
137.5 km
150 km
162.5 km
175 km
187.5 km
Along track distance (km)
Figure 4. Schematic of the harmonic inversion algorithm along an ICESat-2 beam, shown over the surface slope field of a typical beam in the
MIZ. The DFT in each successive segment Xi has a prior Pi derived from the previous segment centered around Xi−1. For those segments
with no prior information available, the prior Pinit is generated via a Discrete Fourier Transform (DFT) over the segments centered at Xi. https://doi.org/10.5194/egusphere-2022-842
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175 km Figure 4. 3.1
Metropolitan estimates of the incident angle The observed wave spectra are distorted by a misalignment between the wave’s incident angle and the beam’s direction
(Fig. 1b). While the ICESat-2 track orientations are well known, the surface waves can originate from any direction, and
210
the angle between these two directions is θ. If θ is known, the observed wave number k′, or wavelength λ′ along the beam can
be corrected using k = k′cos−1(θ). The same geometrical distortion will also affect estimates of the attenuation rate between
Xi-positions along the track (Fig. 1b) because the wave energy attenuates along their dominant propagation direction and not
along the direction they are observed by the satellite. 10 https://doi.org/10.5194/egusphere-2022-842
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c⃝Author(s) 2022. CC BY 4.0 License. 102
103
Wave length (m)
a) gt1r
102
103
b) gt2r
102
103
c) gt3r
102
103
Wave length (m)
d) gt1l
102
103
e) gt2l
102
103
f) gt3l
g) Photons density (m
1)
h) B
i ht d
i) M
Generalized Fourier Transform Slope Spectral Power
SH 2019-05-02 granule: 05160312 Generalized Fourier Transform Slope Spectral Power
SH 2019-05-02 granule: 05160312 102
103
Wave length (m)
a) gt1r
102
103
b) gt2r
102
103
c) gt3r
102
103
Wave length (m)
d) gt1l
102
103
e) gt2l
102
103
f) gt3l
50
100
150
200
Distance from the ice edge (km)
10
20
30
g) Photons density (m
1)
mean photons density
50
100
150
200
Distance from the ice edge (km)
102
103
h) Beam weighted mean
30
20
Power((m/m)2/k)
50
100
150
200
Distance from the ice edge (km)
102
103
i) Mean error
70
65
60
55
50
Power((m/m)2/k)
Generalized Fourier Transform Slope Spectral Power
SH 2019-05-02 granule: 05160312
Figure 5. Slope spectra for the six beams (a to f) of example Track 3 (granule 05160312, see suppl. Table) resulting from the GFT inversion
(sec. 2.4) for granule 05160312. The photon density per segment (g) is used to calculate the weighted mean spectrum (h) and error (i) for
each track segment. 3.1
Metropolitan estimates of the incident angle 103 50
100
150
200
Distance from the ice edge (km)
102
103
i) Mean error h) Beam weighted mean 00
m)
1)
ty
50
100
150
200
Distance from the ice edge (km)
102
103
h) Beam weighted mean
50
100
150
200
Distance from the ice edge (km)
102
103
i) Mean error i) Mean error 50
100
150
200
Distance from the ice edge (km)
10
20
30
mean photons density Distance from the ice edge (km) Figure 5. Slope spectra for the six beams (a to f) of example Track 3 (granule 05160312, see suppl. Table) resulting from the GFT inversion
(sec. 2.4) for granule 05160312. The photon density per segment (g) is used to calculate the weighted mean spectrum (h) and error (i) for
each track segment. To estimate θ from the photon data we make use of the spatial coherence between weak-strong beam pairs. That means wave
215
crests observed in one beam may also be observed in the other. Yet using the coherence has several limitations that have to be
taken into account when designing an optimization method: 11 11 Despite these limitations, we describe in the following how the incidence angle θ can still be retrieved
235 With IS-2, the incident wave energy along k is observed along the beam direction for wavenumbers k′ = |k|cos−1 θ, or as
a distorted wavenumber because of the above described distortion. In the case of IS-2 beam pairs, we know neither θ nor the
bandwidth of the incident spectrum (Longuet-Higgins, 1984) and both factors limit the angle inversion based on beam pairs a distorted wavenumber because of the above described distortion. In the case of IS-2 beam pairs, we know neither θ nor the
bandwidth of the incident spectrum (Longuet-Higgins, 1984) and both factors limit the angle inversion based on beam pairs
alone (suppl. Fig. S8). Despite these limitations, we describe in the following how the incidence angle θ can still be retrieved
235
within these limitations. As explained in section 2.2, the surface wave field can be interpreted as the superposition of monochromatic plain waves. For
a narrow-banded swell spectrum the majority of the wave energy is contained in a few wave numbers and hence a superposition
of the most energetic monochromatic waves explains the majority of the surface slope variability. In the following we optimize the incident angle and phase of the most energetic monochromatic waves numbers using a Metropolis-Hastings algorithm
240
(Foreman-Mackey et al., 2013). We accumulate the marginal distributions of possible incident angles across the dominant
wave numbers and beam pairs, which results in a best guess of possible incident angle. This approach leads to directional wave
information similar to the maximum entropy method used in wave buoys (Lygre and Krogstad, 1986). We focus on the 25 most-energetic wavenumbers of each beam pair and segment Xi based on the GFT result (sec. 2.2). To We focus on the 25 most-energetic wavenumbers of each beam pair and segment Xi based on the GFT result (sec. 2.2). To
identify these wavenumbers, the beam-pairs mean wave power is smoothed using a three-wavenumber running mean to select
245
possible wave-numbers within the distorted narrow-banded spectrum (similar to the thick green lines in Fig. 3 b,c). – The coherence between beam pairs can only usefully be calculated for not too oblique angles ( about ±XX◦, Suppl. Fig. S3, and Yu et al., 2021) and high enough photon densities in both beams. – The coherence between beam pairs can only usefully be calculated for not too oblique angles ( about ±XX◦, Suppl. Fig. S3, and Yu et al., 2021) and high enough photon densities in both beams. – Across-beam coherence relies on an accurate measure of the distance the beams. Uncertainty in the intra-beam distance
d can further obscured angle estimates based on coherence (Fig. 1b). Since d varies along the track (suppl. Fig. S1),
using the nominal distance rather then the observed value will bias angle estimates. – Across-beam coherence relies on an accurate measure of the distance the beams. Uncertainty in the intra-beam distance
d can further obscured angle estimates based on coherence (Fig. 1b). Since d varies along the track (suppl. Fig. S1),
using the nominal distance rather then the observed value will bias angle estimates. 220 – The complex generation and propagation history of waves (Kitaigorodskii, 1962; Villas Bôas and Young, 2020; Marechal
and Ardhuin, 2021; Hell et al., 2021a) leads to a dynamic distortion in the incident angle. While a monochromatic plane
wave would be coherent across beam pairs, estimating its direction is limited by the periodicity of the waves and obser-
225
vational noise. In reality, the incident swell wave energy at any given time is contained in several wavenumbers although
concentrated in a narrow-banded 2D-spectrum (Longuet-Higgins and Deacon, 1957). Hence, the bandwidth of the 2D
swell field limits the coherence between strong/weak beam pairs. While a narrower 2D-spectrum results in coherent
wave crests in the across wave-direction, a broader spectrum spans more random-phase waves, which diminishes the
coherence between wave crests (suppl. Fig. 8). Less wave-crest coherence in broader spectra limits estimates of the
230
incident angle when the surface is only observed along two beams. With IS-2, the incident wave energy along k is observed along the beam direction for wavenumbers k′ = |k|cos−1 θ, or as
a distorted wavenumber because of the above described distortion. In the case of IS-2 beam pairs, we know neither θ nor the
bandwidth of the incident spectrum (Longuet-Higgins, 1984) and both factors limit the angle inversion based on beam pairs
alone (suppl. Fig. S8). This procedure is repeated for each
265
selected wavenumber kn and for each (available) beam pair per segment Xi (Fig. S9 a to c). The best incident angle PDF
θP DF (X,k,beampair) can then be derived using the weighted average across wavenumber, beam-pair, or both. The resulting beam- and wavenumber-average PDF of Track 3 at Xi = 87, for example, shows more than one maximum
(Fig. 7b). (Here the individual PDFs are weighted by the mean power of the respective wavenumber and the number of data points per segment pair). This more complex marginal distribution comes from different maxima in PDFs of different
270
wavenumbers. If one trusts the angle estimate of a single wavenumber, this can be interpret as a wave field with waves from
multiple directions. The alternative – likely better – perspective is that the marginal PDF of each wavenumber is not a robust
estimate the incident angle, and hence the PDF in figure 7b is the result of the uncertainty of the method, as explained in the
next section. data points per segment pair). This more complex marginal distribution comes from different maxima in PDFs of different
270
wavenumbers. If one trusts the angle estimate of a single wavenumber, this can be interpret as a wave field with waves from
multiple directions. The alternative – likely better – perspective is that the marginal PDF of each wavenumber is not a robust
estimate the incident angle, and hence the PDF in figure 7b is the result of the uncertainty of the method, as explained in the
next section. https://doi.org/10.5194/egusphere-2022-842
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c⃝Author(s) 2022. CC BY 4.0 License. in the local reference system of the segment centered around Xi and y = 0 such that the local along-track coordinate is in the local reference system of the segment centered around Xi and y = 0 such that the local along-track coordinate is
η = x −Xi and the across-track coordinate is ν = y with the observable across-track wavenumber l′ = k′ tan(θ), and the
250
phase φ. y
g
i
y
g
η = x −Xi and the across-track coordinate is ν = y with the observable across-track wavenumber l′ = k′ tan(θ), and the
250
phase φ. η = x −Xi and the across-track coordinate is ν = y with the observable across-track wavenumber l′ = k′ tan(θ), and the
250
phase φ. The monochromatic model is than used to define the objective function Φn for each wavenumb Φn = ||b −ˆhn||2 + βθ Pθ,n(θ), (11) Φn = ||b −ˆhn||2 + βθ Pθ,n(θ), where b is the normalized slope data of the beam pair, βθ is a hyper-parameter which controls the regularization Pθ,n of the
incidence angle θ for the n-th wavenumber, and Pθ,n(θ,k) is a prior estimate that we describe in sec. 3.1.2. 55 where b is the normalized slope data of the beam pair, βθ is a hyper-parameter which control where b is the normalized slope data of the beam pair, βθ is a hyper-parameter which controls the regularization Pθ,n of the
i
id
l θ f
h
h
b
d P
(θ k) i
i
i
h
d
ib i
3 1 2 where b is the normalized slope data of the beam pair, βθ is a hyper-parameter which controls the regularization Pθ,n of the incidence angle θ for the n-th wavenumber, and Pθ,n(θ,k) is a prior estimate that we describe in sec. 3.1.2. 255
The log-probability of the objective function eq. (11) is sampled for each beam pair, selected wavenumber, and along-track
position Xi. To derive independent estimates of the incident angle for each n-th wavenumber we use an Metropolis-Hastings
Scheme (Marcov-Chain Monte Carlo, MCMC, Foreman-Mackey et al., 2013) by first initializing equally-spaced samples of
the objective function over the domain θ = [−0.47π,0.47π] and φ = [0,2π) and advancing the ensemble of samples (ensemble of walkers) using MCMC. The MCMC method will quickly cluster walkers in the areas of low-cost, or small objective function
260
(Fig. 6b, black dots). A high density of walker positions is than interpreted as a high likelihood of an incident angle and phase
for the chosen wavenumber (Fig. 6b, black dots). We derive a sample of the joint phase and angle distribution by advancing the walkers 300 iterations, and only the last 270
iterations for each walker are used to established the joint histogram D(θ,φ). The joint histogram D is then marginalized of walkers) using MCMC. The MCMC method will quickly cluster walkers in the areas of low-cost, or small objective function
260
(Fig. 6b, black dots). A high density of walker positions is than interpreted as a high likelihood of an incident angle and phase
for the chosen wavenumber (Fig. 6b, black dots). We derive a sample of the joint phase and angle distribution by advancing the walkers 300 iterations, and only the last 270
iterations for each walker are used to established the joint histogram D(θ,φ). The joint histogram D is then marginalized We derive a sample of the joint phase and angle distribution by advancing the walkers 300 iterations, and only the last 270
iterations for each walker are used to established the joint histogram D(θ,φ). The joint histogram D is then marginalized
for the incident angle θ and normalized to a probability distribution function (Fig. 6c). This procedure is repeated for each
265
selected wavenumber kn and for each (available) beam pair per segment Xi (Fig. S9 a to c). The best incident angle PDF
θP DF (X,k,beampair) can then be derived using the weighted average across wavenumber, beam-pair, or both. for the incident angle θ and normalized to a probability distribution function (Fig. 6c). This procedure is repeated for each
265
selected wavenumber kn and for each (available) beam pair per segment Xi (Fig. S9 a to c). The best incident angle PDF
θP DF (X,k,beampair) can then be derived using the weighted average across wavenumber, beam-pair, or both. The resulting beam- and wavenumber-average PDF of Track 3 at Xi = 87, for example, shows more than one maximum
(Fig. 7b). (Here the individual PDFs are weighted by the mean power of the respective wavenumber and the number of for the incident angle θ and normalized to a probability distribution function (Fig. 6c). For each
of these n = 25 observed wavenumbers k′
n, we define a monochromatic model, identify these wavenumbers, the beam-pairs mean wave power is smoothed using a three-wavenumber running mean to select
245
possible wave-numbers within the distorted narrow-banded spectrum (similar to the thick green lines in Fig. 3 b,c). For each
of these n = 25 observed wavenumbers k′
n, we define a monochromatic model, (10) ˆhn(η,ν |k′,θ,φ) = cos(k′η + l′ν + φ), ˆhn(η,ν |k′,θ,φ) = cos(k′η + l′ν + φ), 12 12 https://doi.org/10.5194/egusphere-2022-842
Preprint. Discussion started: 12 September 2022
c⃝Author(s) 2022. CC BY 4.0 License. When combining the systematic under-sampled PDFs they are still statistically robust. Each realization of the joint θ-φ
distribution requires 6750 function evaluations for 270 iterations per walker. The walkers auto-correlation is about 20 to 30
iterations, which implies that each joint distribution maybe not be well established (the effective degrees of freedom per walker
are about 9 to 14). Hence the marginalization of each joint distribution may misrepresent the angle uncertainty (i.e. a too
wide distribution of the walker’s PDF). To reduce uncertainty, we take a super-sample of marginal PDFs, by averaging across
285
wavenumbers and/or the three beam pairs. The super-sampling results in a statistically robust result with 5 × 105 function
evaluations per segment Xi, that is about effective 3.5 −5.5 × 103 degrees of freedom per segment. Longer Markov Chains,
i.e. more iterations, may result in a better sampling of the individual fit, but may not affect the overall result since they sample
from generally smooth objective functions in a low signal-to-noise regime. However, in cases where a directional estimate per
wavenumber or beam group is needed, the MCMC iteration length can be adjusted. 290 wavenumber or beam group is needed, the MCMC iteration length can be adjusted. 290 3.1.2
Constraining direction estimates with other data products The choice of βθ = 2 leads to the desired result in breaking
the directional ambiguity while not fully determining the incident angle distribution (Fig. 7a). Other values of βθ are tested, but higher values tend to over fit to the prior, and lower values do not break the ambiguity. 305
This method is limited to angles of about ±85◦. Oblique incidence angle can not be captured by this methods. In addition,
the model has a 180◦ambiguity such that samples in the +95◦to −95◦arc, that are waves coming from higher latitudes rather
than from the equator, would be equally possible. However given the geography of the Antarctic coast for tracks considered
here, these are less plausible. but higher values tend to over fit to the prior, and lower values do not break the ambiguity. 305
This method is limited to angles of about ±85◦. Oblique incidence angle can not be captured by this methods. In addition,
the model has a 180◦ambiguity such that samples in the +95◦to −95◦arc, that are waves coming from higher latitudes rather
than from the equator, would be equally possible. However given the geography of the Antarctic coast for tracks considered
here, these are less plausible. but higher values tend to over fit to the prior, and lower values do not break the ambiguity. 305
This method is limited to angles of about ±85◦. Oblique incidence angle can not be captured by this methods. In addition,
the model has a 180◦ambiguity such that samples in the +95◦to −95◦arc, that are waves coming from higher latitudes rather
than from the equator, would be equally possible. However given the geography of the Antarctic coast for tracks considered
here, these are less plausible. 3.1.2
Constraining direction estimates with other data products Sampling of the objective function eq. (11) as described in sec. 3.1 results in a joint distribution of most likely incident angles
and phases. These joint distributions may have multiple equally likely incident angles (Fig. 6d blue area) due to the limited
across-track observations and distortion. To break the symmetry in the marginalized PDF of incident angles (Fig. 6e) we and phases. These joint distributions may have multiple equally likely incident angles (Fig. 6d blue area) due to the limited
across-track observations and distortion. To break the symmetry in the marginalized PDF of incident angles (Fig. 6e) we
define a prior Pθ(θ,k) in the objective function using ridge-regression (Appendix B). The effect of the prior on the joint- and
295
marginalized distribution is shown by comparing Figure 6 b and c with d and e. Here we inform the prior with WW3 global
hindcast wave-partitions (Tolman, 2009, using the Integrated Ocean Waves for Geophysical and other Applications (IOWAGA)
hindcast)). WW3 must be treated with caution due wind-observational biases in the Southern Ocean (Belmonte Rivas and
Stoffelen, 2019; Hell et al., 2020). This wave hindcast is currently the only readily available dataset for this global purpose,
and priors from observational datasets would improve the quality of this data and the overall wave inversion
300 define a prior Pθ(θ,k) in the objective function using ridge-regression (Appendix B). The effect of the prior on the joint- and
295
marginalized distribution is shown by comparing Figure 6 b and c with d and e. Here we inform the prior with WW3 global
hindcast wave-partitions (Tolman, 2009, using the Integrated Ocean Waves for Geophysical and other Applications (IOWAGA)
hindcast)). WW3 must be treated with caution due wind-observational biases in the Southern Ocean (Belmonte Rivas and
Stoffelen, 2019; Hell et al., 2020). This wave hindcast is currently the only readily available dataset for this global purpose, and priors from observational datasets would improve the quality of this data and the overall wave inversion. 300
The level of certainty in the WW3 prior is expressed in the hyper parameter βθ and the performance of the MCMC sampling
is sensitive to its value (eq. 11). Since a validation of the WW3 prior is limited, we set βθ = 2. Its effect on the objective
function can be seen by comparing the shading in figure 6 b and d. 3.1.1
Robustness of the Marginal PDFs
275 The described limitations in retrieving the incident angle (sec. 3.1) indicate a low signal-to-noise regime and demand a careful
evaluation of the method for sampling the objective function Φn. While larger samples may ensure convergence of the dis-
tribution estimate, a large sampler of each wavenumber, beam pair, and segment may not be necessary, or computationally
affordable. We decide for a systematic under-sampling of each realization of the marginal PDFs θ(Xi,k,beampair) and, in a
second step, make a super-sample from the marginal PDFs across beam pairs and wavenumber if needed. 280 second step, make a super-sample from the marginal PDFs across beam pairs and wavenumber if needed. 280 13 3.2
Two-dimensional spectra in along-track data
310 With the spectral (sec. 2.2) and angle (sec. 3.1) estimates, we now can describe waves observed along-track in terms of their
two-dimensional wavenumber spectra (Fig. 8). The estimated wavenumber amplitudes ˆb (eq. 2) are corrected by cos−1 (θ)
using the most likely incident angle (sec. 3.1, Fig. 7b) resulting in the corrected wavenumber spectrogram (Fig. 8a). We use 14 -2
0
2
Slope (m/m)
a) Beam Pair
-1
0
1
km
-2
0
2
0
Angle of Incidence
b) Sample Visualization
best fit
Prior
c) Marginal
0
2
Wave Phase
0
Angle of Incidence
d) Sample Visualization without prior
0
10
20
Density
e) Marginal
3
0
3
Anomalous Cost
Incident Angle Sampling
model wavelength=168.4m
Figure 6. MCMC angle estimate using a monochromatic wave model with and without a prior Pθ. (a) Data of the beam pair gt1l and gt1r
(light and dark green) and model (black, eq. 10) for a segment of Track 3 (granule 05160312, centered at Xi = 62.5 km. (b). The objective
function with prior Pθ is sampled using a brute-force method (shading) and MCMC (black dots and lines). The prior angle θ0 and prior
uncertainty σθ for this wavelength (168.4 meter) are shown as thick orange line and shading. The best fit using a dual-annealing method is
shown is shown as red dot (Tsallis and Stariolo, 1996). (c) Marginal PDF of the incident angle θ from MCMC sampling. (d) and (e) same as
(b) and (c) but without the prior Pθ. -2
0
2
Slope (m/m)
a) Beam Pair
-1
0
1
km
-2
0
2
0
Angle of Incidence
b) Sample Visualization
best fit
Prior
c) Marginal
0
2
Wave Phase
0
Angle of Incidence
d) Sample Visualization without prior
0
10
20
Density
e) Marginal
3
0
3
Anomalous Cost
Incident Angle Sampling
model wavelength=168.4m -2
0
2
Slope (m/m)
a) Beam Pair
-1
0
1
km
-2
0
2
0
Angle of Incidence
b) Sample Visualization
best fit
Prior
c) Marginal
3
0
3
Anomalous Cost
Incident Angle Sampling
model wavelength=168.4m Angle of Incidence Angle of Incidence 0
2
Wave Phase
0
Angle of Incidence
d) Sample Visualization without prior
0
10
20
Density
e) Marginal d) Sample Visualization without prior Figure 6. MCMC angle estimate using a monochromatic wave model with and without a prior Pθ. wavenumber k (sec. 3.1.2, Fig. 8b).
315 The corrected power spectrum and directional distribution (Fig. 8 a,b) can be expressed as directional surface wave spectra
every 12.5 km in the MIZ, similar to conventional surface wave buoys (Fig. 8 c to e). This permits tracking the attenuation of
wave energy per frequency in MIZ. In the case of Track 3 (granule 05160312) for example, we see a migration of the peak
wavelength from about 275 meters to about 300 meters within 12.5 km (Fig. 8 d,e) as shorter waves tend to attenuate faster. The corrected power spectrum and directional distribution (Fig. 8 a,b) can be expressed as directional surface wave spectra
every 12.5 km in the MIZ, similar to conventional surface wave buoys (Fig. 8 c to e). This permits tracking the attenuation of
wave energy per frequency in MIZ. In the case of Track 3 (granule 05160312) for example, we see a migration of the peak
wavelength from about 275 meters to about 300 meters within 12.5 km (Fig. 8 d,e) as shorter waves tend to attenuate faster. Future work will systematically use this analysis to understand attenuation in the MIZ. 320 Future work will systematically use this analysis to understand attenuation in the MIZ. 320 3.2
Two-dimensional spectra in along-track data
310 3.1.2, Fig. 8b). 315 3.2
Two-dimensional spectra in along-track data
310 (a) Data of the beam pair gt1l and gt1r
(light and dark green) and model (black, eq. 10) for a segment of Track 3 (granule 05160312, centered at Xi = 62.5 km. (b). The objective
function with prior Pθ is sampled using a brute-force method (shading) and MCMC (black dots and lines). The prior angle θ0 and prior
uncertainty σθ for this wavelength (168.4 meter) are shown as thick orange line and shading. The best fit using a dual-annealing method is
shown is shown as red dot (Tsallis and Stariolo, 1996). (c) Marginal PDF of the incident angle θ from MCMC sampling. (d) and (e) same as
(b) and (c) but without the prior Pθ. 15 0.29
0.4
0.51
0.63
0.74
Wavenumber
Example Marginal PDF
SH 2019-05-02 granule: 05160312
at Xi=87 km
a) mean marginal PDFs per wavenumber
- /2
- /4
0
/4
/2
Angle
0
1
2
3
Density
b) Final weighted marginal PDF
Figure 7. Influence of the WW3 prior on the marginal PDFs of Track 3 (granule 05160312) at Xi = 87 km. (a) Mean marginal PDFs
for all beam-pairs as a function of wavenumber. The WW3 spectral partitions are shown as black dots and the interpolated prior θ0,i and
its spread σθ,i (eq. B1) are shown as orange line and orange shading. (b) The smoothed weighted mean across the pairs of the most likely
incident angle is shown as black thick line and the WW3 priors for all wave numbers used as orange lines. Figure 7. Influence of the WW3 prior on the marginal PDFs of Track 3 (granule 05160312) at Xi = 87 km. (a) Mean marginal PDFs
for all beam-pairs as a function of wavenumber. The WW3 spectral partitions are shown as black dots and the interpolated prior θ0,i and
its spread σθ,i (eq. B1) are shown as orange line and orange shading. (b) The smoothed weighted mean across the pairs of the most likely
incident angle is shown as black thick line and the WW3 priors for all wave numbers used as orange lines. the most likely angle along the track, although the above analysis can provide angle distributions for each segment Xi and
wavenumber k (sec. 3.1.2, Fig. 8b). 15 the most likely angle along the track, although the above analysis can provide angle distributions for each segment Xi and wavenumber k (sec. 3.1.2, Fig. 8b). 315 wavenumber k (sec. 4
Decomposition of along-track data to waves and surface roughness The estimate of the wave signal from sec. 2.3 can be used to decompose wave and ice surface variability. Each photon retrieval is
a super-position of ocean waves and sea ice variability like surface roughness, floe-size, and free board height. A decomposition
of surface variability between waves and ice can rely on the coherence of across-beam wave statistics, as well as their common 16 https://doi.org/10.5194/egusphere-2022-842
Preprint. Discussion started: 12 September 2022
c⃝Author(s) 2022. CC BY 4.0 License. 50
100
150
100
200
300
400
500
600
corrected wavelength (m)
corrected peak
observed peak
c)
d)
e)
a) Slope Power Spectra (m/m)2 k
1
for SH 2019-05-02 granule: 05160312
-70.0
-60.0
-50.0
-40.0
-30.0
Power
50
100
150
X (km)
- /4
0
/4
Angle
b) Direction PDFs
0.0
0.5
1.0
1.5
Density
0
30
60
-60
-30
250m
300m
c)
0
30
60
-60
-30
250m
300m
d)
0
30
60
-60
-30
250m
300m
e)
Figure 8. Final estimate of the power (a), directional (b), and joint (c,d,e) surface slope spectra every 12.5 km along an ICESat-2 beam
(example Track 3). (a) The angle-corrected spectrogram as a function of estimated wavelength λ and distance from the ice-edge X. The
power spectral wavelength where corrected by about a factor of three due to a peak incident angle of about 66◦(orange line in b). The
observed and corrected peak wavelengths λ′ and λ are shown as dashed and solid black line. (b) Mean directional PDF between ±85◦every
12.5 km. (c) to (e) Rolling-mean smoothed directional wave spectra at the positions indicated at the respective green lines in (a) and (b). 0
a) Slope Power Spectra (m/m)2 k
1
for SH 2019-05-02 granule: 05160312 50
100
150
100
200
300
400
500
600
corrected wavelength (m)
corrected peak
observed peak
c)
d)
e)
a) Slope Power Spectra (m/m)2 k
1
for SH 2019-05-02 granule: 05160312
-70.0
-60.0
-50.0
-40.0
-30.0
Power
b) Direction PDFs 150 50
0
30
60
-60
-30
250m
300m
c) 0
30
60
-60
-30
250m
300m
e) 0 Figure 8. Final estimate of the power (a), directional (b), and joint (c,d,e) surface slope spectra every 12.5 km along an ICESat-2 beam
(example Track 3). (a) The angle-corrected spectrogram as a function of estimated wavelength λ and distance from the ice-edge X. 4
Decomposition of along-track data to waves and surface roughness The
power spectral wavelength where corrected by about a factor of three due to a peak incident angle of about 66◦(orange line in b). The
observed and corrected peak wavelengths λ′ and λ are shown as dashed and solid black line. (b) Mean directional PDF between ±85◦every
12.5 km. (c) to (e) Rolling-mean smoothed directional wave spectra at the positions indicated at the respective green lines in (a) and (b). noise level in wavenumber space. For the purpose of decomposing the data we define similar signal-to-noise levels across
325
beams in each 25 km segment (Fig. 5 a to f). The results of section 2.3 are used to delineate ATL03 photon heights between wave and sea ice surface variability. We con-
struct a binned wave height field along-track from the GFT-derived surface slope spectrum, by filtering out high-wavenumber
components that likely do not correspond to swell waves. This low-pass filter is defined by a cutoff-wavenumber kc, which noise level in wavenumber space. For the purpose of decomposing the data we define similar signal-to-noise levels across
325
beams in each 25 km segment (Fig. 5 a to f). The results of section 2.3 are used to delineate ATL03 photon heights between wave and sea ice surface variability. We con-
struct a binned wave height field along-track from the GFT-derived surface slope spectrum, by filtering out high-wavenumber
components that likely do not correspond to swell waves. This low-pass filter is defined by a cutoff-wavenumber kc, which noise level in wavenumber space. For the purpose of decomposing the data we define similar signal-to-noise levels across
25
beams in each 25 km segment (Fig. 5 a to f). g
(
g
)
The results of section 2.3 are used to delineate ATL03 photon heights between wave and sea ice surface variability. We con-
struct a binned wave height field along-track from the GFT-derived surface slope spectrum, by filtering out high-wavenumber
components that likely do not correspond to swell waves. This low-pass filter is defined by a cutoff-wavenumber kc, which is the first wavenumber where the power spectrum changes slope. A change in the power-spectral slope in log-log scaling
330
from the expected slope of surface wave spectra (k−5/2 or similar, Toba, 1973) to horizontal indicated a change in the signal-
to-noise regime in the data (Fig. 9). Decomposing heights into wave and sea ice components allows us to estimate the fraction of the total height variance that is Decomposing heights into wave and sea ice components allows us to estimate the fraction of the total height variance that is
neither due to waves nor photon variance on scales shorter than the 10-meter stencil. As shown in figure 10e, the majority of
345
the total variance is due to the photon variance around its 20-meter stencil mean for scales smaller then the stencil (Fig. 10d
red line and black dots, Kwok et al., 2021). In this particular track wave variance than comprises between another 20% to 50%
of total photon height variance. The remaining variance about, about 5% to 20%, due to neither waves nor the photon cloud,
is from differences in the observed and modeled wave heights, ˆz and z. We assume this is to sea-ice-related variability. The neither due to waves nor photon variance on scales shorter than the 10-meter stencil. As shown in figure 10e, the majority of
345
the total variance is due to the photon variance around its 20-meter stencil mean for scales smaller then the stencil (Fig. 10d
red line and black dots, Kwok et al., 2021). In this particular track wave variance than comprises between another 20% to 50%
of total photon height variance. The remaining variance about, about 5% to 20%, due to neither waves nor the photon cloud,
is from differences in the observed and modeled wave heights, ˆz and z. We assume this is to sea-ice-related variability. The distribution of the residual statistics is, by model design, approximately Gaussian (Fig. 3e) and hence non-wave signals with
350
non-linear imprint could contaminate the wave estimate and decomposition. In general, this decomposition removes waves as
the dominant source of variance on scales larger than 20 meters, allowing for additional analysis of the residual signal, and
more consistent surface height signals in wave-affected and low-sea ice regions. 4
Decomposition of along-track data to waves and surface roughness Hence, horizontal slopes at high wavenumber indicates Gaussian (white) noise, while
steep wavenumber-slope are the result of wave-wave interaction (Kitaigorodskii, 1962; Hasselmann et al., 1973). The critical 17 https://doi.org/10.5194/egusphere-2022-842
Preprint. Discussion started: 12 September 2022
c⃝Author(s) 2022. CC BY 4.0 License. wavenumber kc between both regimes is found using piecewise regression on the weighted cross-beam log-log power spectrum
(Fig. 9, Pilgrim, 2021). 35 wavenumber kc between both regimes is found using piecewise regression on the weighted cross-beam log-log power spectrum
(Fig. 9, Pilgrim, 2021). 35 For illustrative purposes we define a low-pass filter by setting kc as the cut-off wavenumber. This low-pass filter potentially
creates artificial ringing in real space and for better results this should be replaced by a more complex filter design. Here,
wavenumbers higher than kc are excluded from the wave height model of all beams (Fig. 10a gray and blue lines and gray area
in inlet) by truncating the wavenumber space of the slope model p. From this truncated slope model we can directly construct
a coefficient matrix for the wave-height model ˆz for each individual beam by integrating in wavenumber space. The coefficient
matrix of the wave-height model ˆz is ˆd = [−b1,−b2,...,−bc,a1,...ac,]T , ˆd = [−b1,−b2,...,−bc,a1,...ac,]T , where bc and ac are the model amplitudes corresponding the the cutoff frequency kc (note the integration of the trig-formula
changes order and sign of the indices). The reconstructed wave-height model ˆz can then be directly calculated from the original
regressor matrix, ˆz = H ˆd kc
−1, ˆz = H ˆd kc
−1, (12) with kc = [k1,k2,...,kc,k1,...,kc]T as shown in figure 10b blue line. The residual between the height model ˆz and the observed
340
smoothed photon heights z, zfree = z −ˆz, is an estimate of the freeboard height absent the influence of waves (Fig. 10d). The residual zfree has similar data density to the original ATL03 photon retrievals but may reveal secondary, non-wavelike
structures in the photon heights as shown in figure 10d. We provide additional examples in suppl. Fig. S6 and S7. with kc = [k1,k2,...,kc,k1,...,kc]T as shown in figure 10b blue line. The residual between the height model ˆz and the observed
340
smoothed photon heights z, zfree = z −ˆz, is an estimate of the freeboard height absent the influence of waves (Fig. 10d). The residual zfree has similar data density to the original ATL03 photon retrievals but may reveal secondary, non-wavelike
structures in the photon heights as shown in figure 10d. We provide additional examples in suppl. Fig. S6 and S7. 5
Discussion ICESat-2 photon data frequently shows wave-like signals in sea ice and these substantially impacts the marginal ice zone. In
355
this paper, we show, for the first time, how paired laser-altimeter observations can be converted into directional surface wave
spectra. We describe a two-part algorithm that efficiently decomposes the IS2 photon retrievals into a surface wave signal ICESat-2 photon data frequently shows wave-like signals in sea ice and these substantially impacts the marginal ice zone. In
355
this paper, we show, for the first time, how paired laser-altimeter observations can be converted into directional surface wave
spectra. We describe a two-part algorithm that efficiently decomposes the IS2 photon retrievals into a surface wave signal 18 10
2
10
1
100
Power (m2/k)
a) gt1r
b) gt2r
c) gt3r
10
2
10
1
wavenumber k
10
3
10
1
101
Power (m2/k)
d) gt1l
10
2
10
1
wavenumber k
e) gt2l
10
2
10
1
wavenumber k
f) gt3l
Cut-off Frequency for Displacement Spectral
SH 2019-05-02 granule: 05160312
Figure 9. Sections of derived displacement power spectra ˆ˜Sh for Track 3 (Fig. 8) for each beam (a to f). The black lines show the position of
the estimated cut-off wavenumber kc based on piece-wise regression on the weighted mean of all beams. Darker colored lines show sections
closer to the sea ice edge and lighter colors show sections further into the sea ice. https://doi.org/10.5194/egusphere-2022-842
Preprint. Discussion started: 12 September 2022
c⃝Author(s) 2022. CC BY 4.0 License. https://doi.org/10.5194/egusphere-2022-842
Preprint. Discussion started: 12 September 2022
c⃝Author(s) 2022. CC BY 4.0 License. 10
2
10
1
100
Power (m2/k)
a) gt1r
b) gt2r
c) gt3r
10
2
10
1
wavenumber k
10
3
10
1
101
Power (m2/k)
d) gt1l
10
2
10
1
wavenumber k
e) gt2l
10
2
10
1
wavenumber k
f) gt3l
Cut-off Frequency for Displacement Spectral
SH 2019-05-02 granule: 05160312
Figure 9. Sections of derived displacement power spectra ˆ˜Sh for Track 3 (Fig. 8) for each beam (a to f). The black lines show the position of
the estimated cut-off wavenumber kc based on piece-wise regression on the weighted mean of all beams. Darker colored lines show sections
closer to the sea ice edge and lighter colors show sections further into the sea ice. 5
Discussion 10
2
10
1
100
Power (m2/k)
a) gt1r
b) gt2r
c) gt3r
10
2
10
1
wavenumber k
10
3
10
1
101
Power (m2/k)
d) gt1l
10
2
10
1
wavenumber k
e) gt2l
10
2
10
1
wavenumber k
f) gt3l
Cut-off Frequency for Displacement Spectral
SH 2019-05-02 granule: 05160312 b)
t2
)
t3
Cut-off Frequency for Displacement Spectral
SH 2019-05-02 granule: 05160312 b)
t2
)
t3
Cut-off Frequency for Displacement Spectral
SH 2019-05-02 granule: 05160312 Figure 9. Sections of derived displacement power spectra ˆ˜Sh for Track 3 (Fig. 8) for each beam (a to f). The black lines show the position of
the estimated cut-off wavenumber kc based on piece-wise regression on the weighted mean of all beams. Darker colored lines show sections
closer to the sea ice edge and lighter colors show sections further into the sea ice. as well as variability due to sea ice. The 1st part of the algorithm is based on a linear inversion method to fit wavenumber
coefficients to the ATL03 data (sec. 2.2 to 2.4), and the 2nd part uses a non-linear inversion method that optimizes for most-
likely wave incident angles (sec. 3.1). 0 as well as variability due to sea ice. The 1st part of the algorithm is based on a linear inversion method to fit wavenumber
coefficients to the ATL03 data (sec. 2.2 to 2.4), and the 2nd part uses a non-linear inversion method that optimizes for most- likely wave incident angles (sec. 3.1). 360
The combined method than provides a highly-resolved 2D-surface wave spectra every 12.5 km along each IS-2 track
(Fig. 8a,b) as well as an improved surface height estimate when the wave signal is removed (Fig. 10). The surface wave
estimate relies on the one hand on the redundancy across beams to optimize the signal-to-noise ratio in wavenumber space
and on the other hand on the difference across beams for the angle inversion. The iterative solution proposed here leads to an likely wave incident angles (sec. 3.1). 360
The combined method than provides a highly-resolved 2D-surface wave spectra every 12.5 km along each IS-2 track
(Fig. 8a,b) as well as an improved surface height estimate when the wave signal is removed (Fig. 10). 5
Discussion The surface wave
estimate relies on the one hand on the redundancy across beams to optimize the signal-to-noise ratio in wavenumber space
and on the other hand on the difference across beams for the angle inversion. The iterative solution proposed here leads to an
i t
t ti
f th IS 2 t
k
t
k f t
di
i
l
t
i
l di
ti
t
h
i bl (Fi
8
365 interpretation of the IS-2 track as streak of two-dimensional wave spectra, including error estimates on each variable (Fig. 8c
365
to e). We identify the range of wavenumbers that contain wave energy in each segment by establishing a dynamic noise level
(sec. 4). Removing the wave energy as a dominant source of variance reveals additional structure in the ATL03 photon cloud
data that is not as readily present in the ATL07, or other higher level products (Fig. 10d, or suppl. Fig. S6 and S7), either interpretation of the IS-2 track as streak of two-dimensional wave spectra, including error estimates on each variable (Fig. 8c
365
to e). We identify the range of wavenumbers that contain wave energy in each segment by establishing a dynamic noise level
(sec. 4). Removing the wave energy as a dominant source of variance reveals additional structure in the ATL03 photon cloud
data that is not as readily present in the ATL07, or other higher level products (Fig. 10d, or suppl. Fig. S6 and S7), either to e). We identify the range of wavenumbers that contain wave energy in each segment by establishing a dynamic noise level
(sec. 4). Removing the wave energy as a dominant source of variance reveals additional structure in the ATL03 photon cloud
data that is not as readily present in the ATL07, or other higher level products (Fig. 10d, or suppl. Fig. S6 and S7), either
because it is obscured by wave signals or the data is not present. A removal of the wave signal may have substantial benefits
370
for classifying photon data for ATL07 products and above. Not removing the wave signal likely leads to aliasing effect of the
a es into the freeboard height (compare panel b and d in fig re 10) because it is obscured by wave signals or the data is not present. 5
Discussion A removal of the wave signal may have substantial benefits
370
for classifying photon data for ATL07 products and above. Not removing the wave signal likely leads to aliasing effect of the
waves into the freeboard height (compare panel b and d in figure 10). Our quantification of wave energy allows for an improved understanding of photon variance. While in three example tracks
have a substantial amount of variance in photon height on scales smaller then 20-meters (Fig. 11a,c,e gray area), the variance
on scales longer than 20-meters is clearly dominated by the effect of waves (Fig. 11a,c,e blue area). Especially in the MIZ,
375 Our quantification of wave energy allows for an improved understanding of photon variance. While in three example tracks
have a substantial amount of variance in photon height on scales smaller then 20-meters (Fig. 11a,c,e gray area), the variance
on scales longer than 20 meters is clearly dominated by the effect of waves (Fig 11a c e blue area) Especially in the MIZ
375 have a substantial amount of variance in photon height on scales smaller then 20-meters (Fig. 11a,c,e gray area), the variance
on scales longer than 20-meters is clearly dominated by the effect of waves (Fig. 11a,c,e blue area). Especially in the MIZ,
375 19 https://doi.org/10.5194/egusphere-2022-842
Preprint. Discussion started: 12 September 2022
c⃝Author(s) 2022. CC BY 4.0 License. Figure 10. Variance decomposition of the photon-cloud data (ATL03) based on the GFT of example Track 2. (a) The observed mean surface
height slope b is shown in gray and the truncated model ˆb in blue. The inset shows the corresponding smoothed spectral amplitudes and
cut-off wavenumber kc as a black line. (b) The observed photon cloud is shown as black dots, re-binned data z as a red line (sec. 2.1), and
the reconstructed surface heights as a thin blue line ˆz (eq. 12). (c) Corresponding ATL07 surface heights product shown as in figure 2. (d) Figure 10. Variance decomposition of the photon-cloud data (ATL03) based on the GFT of example Track 2. (a) The observed mean surface
height slope b is shown in gray and the truncated model ˆb in blue. The inset shows the corresponding smoothed spectral amplitudes and
cut-off wavenumber kc as a black line. (b) The observed photon cloud is shown as black dots, re-binned data z as a red line (sec. 5
Discussion 2.1), and
the reconstructed surface heights as a thin blue line ˆz (eq. 12). (c) Corresponding ATL07 surface heights product shown as in figure 2. (d)
Residual photon heights (black) and binned heights (red) using ˆz−z. (e) Variance fraction every kilometer with the fraction due to the photon
ˆ Figure 10. Variance decomposition of the photon-cloud data (ATL03) based on the GFT of example Track 2. (a) The observed mean surface
height slope b is shown in gray and the truncated model ˆb in blue. The inset shows the corresponding smoothed spectral amplitudes and
cut-off wavenumber kc as a black line. (b) The observed photon cloud is shown as black dots, re-binned data z as a red line (sec. 2.1), and
the reconstructed surface heights as a thin blue line ˆz (eq. 12). (c) Corresponding ATL07 surface heights product shown as in figure 2. (d)
Residual photon heights (black) and binned heights (red) using ˆz−z. (e) Variance fraction every kilometer with the fraction due to the photon
cloud (gray), the truncated wave model ˆz (blue), variance of wavenumber > kc (green), and the residual of the model r (red, eq. 1). only a small fraction of this re-binned variance is due to non-wavy features of the surface (Fig. 11a and e gray-blue area at 0 -
50 km from the ice edge). This wave-induced variance in photon cloud of ATL03 can, under certain conditions, also be captured by ATL07. However,
we suggest that the ATL07 algorithm also can potentially capture an aliased wave signal, or can fail to provide a sufficient sea- 20 https://doi.org/10.5194/egusphere-2022-842
Preprint. Discussion started: 12 September 2022
c⃝Author(s) 2022. CC BY 4.0 License. a)
b)
c)
d)
e)
f)
Figure 11. Variance decomposition of ATL03 photon cloud data and comparison with ATL07 data. (a) Across-beam averaged variances for
Track 3 (granule 05160312, see suppl. Table). The photon cloud variance is shown in black (same as Fig. 10b black dots), the variance of
the 20-meter stencils is shown in light blue (same as Fig. 10b red line), and the variance of the low-pass filtered wave model in dark blue with
a black outline (same as Fig. 10b blue line). (b) Variance of ATL07 based on the provided segment heights. Gray hatched areas indicate no
data in ATL07 as for this track. Black line is repeated from panel (a) for comparison. 5
Discussion 11d), ATL07 does provide data at some but not all locations along-track, even though there is
a high photon density throughout the track. In the MIZ, ATL07 variance can exceed the variance estimates of waves, indicating a potential aliasing of wave-induced ice height product at all. While in the case of Track 3 (Fig. 11a,b), waves clearly affect the observation, ATL07 does not provide
380
data in this region (see also suppl. Fig. S2) and so our inversion method using ATL03 allows for improved MIZ freeboard data. In other cases, like Track 2 (Fig. 11d), ATL07 does provide data at some but not all locations along-track, even though there is
a high photon density throughout the track. In the MIZ, ATL07 variance can exceed the variance estimates of waves, indicating a potential aliasing of wave-induced ice height product at all. While in the case of Track 3 (Fig. 11a,b), waves clearly affect the observation, ATL07 does not provide
380
data in this region (see also suppl. Fig. S2) and so our inversion method using ATL03 allows for improved MIZ freeboard data. In other cases, like Track 2 (Fig. 11d), ATL07 does provide data at some but not all locations along-track, even though there is
a high photon density throughout the track. In the MIZ, ATL07 variance can exceed the variance estimates of waves, indicating a potential aliasing of wave-induced signal to other scales (Fig. 11d). This aliasing can be due to the binning of data based on photon counts which result in varying
385
bin length. Varying bins-length potentially sub-samples the wave’s energy at scales on, or around the Nyquist frequency of the
dominant waves. Since both the wavelength and photon density highly vary, it is generally unknown whether or not the photo-
count based measure samples these wavelengths correct and does not negatively affect freeboard retrievals or wave energy
estimates in the MIZ . signal to other scales (Fig. 11d). This aliasing can be due to the binning of data based on photon counts which result in varying
385
bin length. Varying bins-length potentially sub-samples the wave’s energy at scales on, or around the Nyquist frequency of the
dominant waves. 5
Discussion (c and d) Same as (a) and (b) but for Track 2 (granule
08070210). (e and f) Same as (a) and (b) but for Track 4 (granule 05180312) a)
b)
c)
d)
e)
f) f) Figure 11. Variance decomposition of ATL03 photon cloud data and comparison with ATL07 data. (a) A Figure 11. Variance decomposition of ATL03 photon cloud data and comparison with ATL07 data. (a) Across-beam averaged variances for
Track 3 (granule 05160312, see suppl. Table). The photon cloud variance is shown in black (same as Fig. 10b black dots), the variance of
the 20-meter stencils is shown in light blue (same as Fig. 10b red line), and the variance of the low-pass filtered wave model in dark blue with
a black outline (same as Fig. 10b blue line). (b) Variance of ATL07 based on the provided segment heights. Gray hatched areas indicate no
data in ATL07 as for this track. Black line is repeated from panel (a) for comparison. (c and d) Same as (a) and (b) but for Track 2 (granule
08070210). (e and f) Same as (a) and (b) but for Track 4 (granule 05180312) Figure 11. Variance decomposition of ATL03 photon cloud data and comparison with ATL07 data. (a) Across-beam averaged variances for
Track 3 (granule 05160312, see suppl. Table). The photon cloud variance is shown in black (same as Fig. 10b black dots), the variance of
the 20-meter stencils is shown in light blue (same as Fig. 10b red line), and the variance of the low-pass filtered wave model in dark blue with
a black outline (same as Fig. 10b blue line). (b) Variance of ATL07 based on the provided segment heights. Gray hatched areas indicate no
data in ATL07 as for this track. Black line is repeated from panel (a) for comparison. (c and d) Same as (a) and (b) but for Track 2 (granule
08070210). (e and f) Same as (a) and (b) but for Track 4 (granule 05180312) ice height product at all. While in the case of Track 3 (Fig. 11a,b), waves clearly affect the observation, ATL07 does not provide
380
data in this region (see also suppl. Fig. S2) and so our inversion method using ATL03 allows for improved MIZ freeboard data. In other cases, like Track 2 (Fig. 5
Discussion We choose to approach this low signal-to-noise problem with a super-sample of
marginal distributions derived from independent MCMC samples of monocromatic plane waves. The unweighted mean of this
method across all wavenumbers is similar to the lag-cross correlation of the beam pair. However, by focusing on a limited set
of energy-containing wavenumbers, the signal-to-noise-ratio improves above a lagged cross-correlation approach. Limiting the beams is limited by the geometry (Fig. 1b), a difficult-to-estimate properties of the wave field (i.e. its "groupiness", suppl. Fig. 415
S7), as well as observational noise (sec. 3.1). We choose to approach this low signal-to-noise problem with a super-sample of
marginal distributions derived from independent MCMC samples of monocromatic plane waves. The unweighted mean of this
method across all wavenumbers is similar to the lag-cross correlation of the beam pair. However, by focusing on a limited set
of energy-containing wavenumbers, the signal-to-noise-ratio improves above a lagged cross-correlation approach. Limiting the sample to the most energetic waves and using a prior is what enables an inversion of the approximate wave angle (Fig. 7d). 420
Alternatively, ensemble-based approaches could search for a common direction across wavenumbers simultaneously, but the
presented MCMC method has an advantage in that it can sample multiple minima in the objective function. Multiple minima,
and therefore multiple potential incidence angles, are a plausible result for two-dimensional wave fields when observed only
along segments (Fig. 6). sample to the most energetic waves and using a prior is what enables an inversion of the approximate wave angle (Fig. 7d). 420
Alternatively, ensemble-based approaches could search for a common direction across wavenumbers simultaneously, but the
presented MCMC method has an advantage in that it can sample multiple minima in the objective function. Multiple minima,
and therefore multiple potential incidence angles, are a plausible result for two-dimensional wave fields when observed only
along segments (Fig. 6). sample to the most energetic waves and using a prior is what enables an inversion of the approximate wave angle (Fig. 7d). 420
Alternatively, ensemble-based approaches could search for a common direction across wavenumbers simultaneously, but the
presented MCMC method has an advantage in that it can sample multiple minima in the objective function. Multiple minima,
and therefore multiple potential incidence angles, are a plausible result for two-dimensional wave fields when observed only
along segments (Fig. 6). The low signal-to-noise of the angle inversion requires regularization (sec. 3.1). 5
Discussion Since both the wavelength and photon density highly vary, it is generally unknown whether or not the photo-
count based measure samples these wavelengths correct and does not negatively affect freeboard retrievals or wave energy
estimates in the MIZ . The provided algorithm has particular use when applied at scale. We expect 10 −15% of the IS-2 tracks in polar regions
390
to be dominated by waves (Brouwer et al., 2021). That implies roughly 3 −4.5 × 103 cases of diverse wave observation in
the MIZ (as of June 2022) to sample the large space of wave-ice interaction, which is likely enough to better constrain sea-
ice wave interactions. Because IS-2 can also record freeboard heights, floe sizes, and sea ice types, this analysis can provide
complimentary sea ice information to better constrain dynamics in the MIZ. In particular this analysis will be used to 21 https://doi.org/10.5194/egusphere-2022-842
Preprint. Discussion started: 12 September 2022
c⃝Author(s) 2022. CC BY 4.0 License. a) provide data for case studies of wave-ice interaction in the MIZ, 395 b) statistically constrain wave attenuation in sea ice (Fig. 5), and c) leverage the wave-removed residual signal to improve ice classification (Fig. 10 d). c) leverage the wave-removed residual signal to improve ice classification (Fig. 10 d). We chose a generalized Fourier transform (GFT) method instead of more common methods like DFT, or Lomb-Scargle (LS,
sec. 2.2, Lomb, 1976; Scargle, 1982; Wunsch, 1996; Kachelein et al., 2022). In contrast to the DFT and LS, the GFT is variance
conserving method that can be applied to unstructured data and does not require periodicity over an (arbitrary) window length. 400
The GFT is customize-able to the wavenumbers of interest and additionally provides uncertainty bounds on all parameters. In turn, it comes with the requirement to apriori know what spectral resolution is needed. Given Atlas’s high resolution photon
cloud data, we chose to resolve the plausible wavenumber range for surface waves on a resolution about twice the one of the
DFT. Other, more targeted, narrow-banded wavenumber-spaces are possible, but here we choose wavenumber ranges that are the most general for surface waves. A higher resolutions especially at long wavenumber allows us to provide new insights in
405
how narrow-banded the surface wave field is; a parameter that is related to the surface’s curvature and likely important for
wave-induced sea-ice breakup (Meylan and Squire, 1994). 5
Discussion A major advantage of the GFT is that it can be extended to inversions of the wave field for each IS2 track by coupling
neighboring or overlapping segments, similar to Kalman inversion methods. We illustrate this by simply iterative updating the the most general for surface waves. A higher resolutions especially at long wavenumber allows us to provide new insights in
405
how narrow-banded the surface wave field is; a parameter that is related to the surface’s curvature and likely important for
wave-induced sea-ice breakup (Meylan and Squire, 1994). the most general for surface waves. A higher resolutions especially at long wavenumber allows us to provide new insights in
405
how narrow-banded the surface wave field is; a parameter that is related to the surface’s curvature and likely important for
wave-induced sea-ice breakup (Meylan and Squire, 1994). A major advantage of the GFT is that it can be extended to inversions of the wave field for each IS2 track by coupling
neighboring or overlapping segments, similar to Kalman inversion methods. We illustrate this by simply iterative updating the data segments and models priors (sec. 2.4, Fig. 4). This coupling of inversions along segments advances the task on hand to
410
solving the coupled inversions consistently along each beam, rather then independently for each segment. The same idea can
be extended by coupling the model prior P across beams. This coupled approach ensures smoothly varying wave statistics
along and across-track, with the amount of smoothness tuned through the amplitude of P in (eq. 6). The inversion for the wave’s incident angle is based on the cross-beam coherence (sec. 3). The coherence between two data segments and models priors (sec. 2.4, Fig. 4). This coupling of inversions along segments advances the task on hand to
410
solving the coupled inversions consistently along each beam, rather then independently for each segment. The same idea can
be extended by coupling the model prior P across beams. This coupled approach ensures smoothly varying wave statistics
along and across-track, with the amount of smoothness tuned through the amplitude of P in (eq. 6). The inversion for the wave’s incident angle is based on the cross-beam coherence (sec. 3). The coherence between two g
(
)
beams is limited by the geometry (Fig. 1b), a difficult-to-estimate properties of the wave field (i.e. its "groupiness", suppl. Fig. 415
S7), as well as observational noise (sec. 3.1). Such an inversion
could combine data from IS-2, SAR, and CFOSat to help constrain the surface wave filed in the MIZ or the open ocean (Collard While the here developed methods are customized for ICESat-2 photon retrievals, this approach is applicable to any unstruc-
tured quasi-instantaneous observation of a two-dimensional wave field. In the case of IS-2, cross-track information is limited,
but other future remote-sensing methods may have complimentary information about the surface wave field. Such an inversion
could combine data from IS-2, SAR, and CFOSat to help constrain the surface wave filed in the MIZ or the open ocean (Collard
et al., 2022). 440 Code and data availability. The algorithms are available through Hell (2022a, DOI: 10.5281/zenodo.6908645) and data are available through
Hell (2022b, DOI: 10.5281/zenodo.6928350). The IS-2 ATL03 data (Neumann et al., 2021) and ATL07/10 data (Kwok et al., 2021) is
available through NSIDC (https://nsidc.org/data/icesat-2/data-sets), or OpenAltimetry (https://openaltimetry.org/data/icesat2/, Khalsa et al.,
2020). The wave model data are available through the Integrated Ocean Waves for Geophysical and other Applications (IOWAGA) project:
ftp.ifremer.fr/ifremer/cersat/products/gridded/wavewatch3/hindcast/. The analysis uses and modifies the icesat2 toolkit (https://read-icesat-
445
2.readthedocs.io/) Code and data availability. The algorithms are available through Hell (2022a, DOI: 10.5281/zenodo.6908645) and data are available through
Hell (2022b, DOI: 10.5281/zenodo.6928350). The IS-2 ATL03 data (Neumann et al., 2021) and ATL07/10 data (Kwok et al., 2021) is
available through NSIDC (https://nsidc.org/data/icesat-2/data-sets), or OpenAltimetry (https://openaltimetry.org/data/icesat2/, Khalsa et al.,
2020). The wave model data are available through the Integrated Ocean Waves for Geophysical and other Applications (IOWAGA) project:
ftp.ifremer.fr/ifremer/cersat/products/gridded/wavewatch3/hindcast/. The analysis uses and modifies the icesat2 toolkit (https://read-icesat-
445
2.readthedocs.io/) 5
Discussion Since directional wave observation co-
425
located with IS2 tracks are sparse and not readily available, we relied on Wave Watch III (WW3) hindcast models as a prior
(IOWAGA Tolman, 2009). The wave hindcasts may perform sufficiently well in the Northern Hemisphere but are known to
have limitations in the Southern Ocean MIZ, potentially due to wind biases (Belmonte Rivas and Stoffelen, 2019; Hell et al., 22 https://doi.org/10.5194/egusphere-2022-842
Preprint. Discussion started: 12 September 2022
c⃝Author(s) 2022. CC BY 4.0 License. 2020, 2021b). The lack of certainty in WW3’s peak direction and frequency is expressed the value of the hyper parameter βθ
(eq. 11). A value of βθ = 2 leads to the desired behavior of breaking the symmetry (compare shading in figure 6 b and d) but
430
not imposing the optimization result through the prior (Fig. 7d blue and orange lines). 2020, 2021b). The lack of certainty in WW3’s peak direction and frequency is expressed the value of the hyper parameter βθ (eq. 11). A value of βθ = 2 leads to the desired behavior of breaking the symmetry (compare shading in figure 6 b and d) but
430
not imposing the optimization result through the prior (Fig. 7d blue and orange lines). The angle inversion is limited to the geometry of the observation and the nature of the surface wave statistics (sec. 3.1). Waves
coming from steep angels compared to the IS-2 track cannot be resolved, which limits successful 2D-wave field estimates to
cases where we have an educated guess of an incident angle that is not too steep. This problem may be overcome by using
better, observationally-based priors, or enriching our WW3 priors with data from other sources. 435 The angle inversion is limited to the geometry of the observation and the nature of the surface wave statistics (sec. 3.1). Waves
coming from steep angels compared to the IS-2 track cannot be resolved, which limits successful 2D-wave field estimates to
cases where we have an educated guess of an incident angle that is not too steep. This problem may be overcome by using
better, observationally-based priors, or enriching our WW3 priors with data from other sources. 435 better, observationally-based priors, or enriching our WW3 priors with data from other sources. 435
While the here developed methods are customized for ICESat-2 photon retrievals, this approach is applicable to any unstruc-
tured quasi-instantaneous observation of a two-dimensional wave field. In the case of IS-2, cross-track information is limited,
but other future remote-sensing methods may have complimentary information about the surface wave field. https://doi.org/10.5194/egusphere-2022-842
Preprint. Discussion started: 12 September 2022
c⃝Author(s) 2022. CC BY 4.0 License. as shown in Figure 3e. At locations with no data this results in a model decay to zero (Fig. 3 orange lines) on scales similar to
the data’s auto correlation. A2
Model Prior P
455 As described in section 2.4, the GFT’s prior is initially derived from a PM-spectrum that is fitted to a DFT of the segment data
(Fig. A1a gray and black line). The initial prior Pinit is then defined as the peak-normalized PM-spectrum multiplied by the
data variance σ(b)2 plus a 10% noise floor (Fig. A1a green line). The power of the resulting GFT model coefficients ˆp is then
shown as red line in figure A1a. For a segment i with a successfully inversion in the previous segment i−1 we use a smoothed
power spectrum based on ˆpi−1 to derive Pi (fig. A1b green line, sec. 2.4). 460 Figure A1. Two GFT fit examples at Xi = 50 km (left) and Xi = 62.5 km (right) with the DFT of the data in gray, the fitted PM-model in
black, the rescaled PM-model as prior Pinit (multiplied by a factor of 10), and the final GFT inversion expressed as power spectra in red. The number of 2M model parameters and number of N data points are given in the title. Figure A1. Two GFT fit examples at Xi = 50 km (left) and Xi = 62.5 km (right) with the DFT of the data in gray, the fitted PM-model in
black, the rescaled PM-model as prior Pinit (multiplied by a factor of 10), and the final GFT inversion expressed as power spectra in red. The number of 2M model parameters and number of N data points are given in the title. A1
Data Prior R We define the data prior R based on the surface slope uncertainty, as We define the data prior R based on the surface slope uncertainty, as R = βR σ(b)2 σh
∆x R = βR σ(b)2 σh
∆x where the stencil width is ∆x = 20 meters, σ(b) is the standard deviation of the data b within th where the stencil width is ∆x = 20 meters, σ(b) is the standard deviation of the data b within the segment, σh is the vector
of standard deviation of each data point (each stencil, sec. 2.1), and βR is a tuning parameter that determines the ratio of the
50
model and data priors in eq. 6 (Fig. 2 blue lines). The standard deviation, or error, of the data is divided by the stencil size to
get an error in units of surface slope and R is amplified by the variance of the data to scale it against the model prior. where the stencil width is ∆x = 20 meters, σ(b) is the standard deviation of the data b within the segment, σh is the vector
of standard deviation of each data point (each stencil, sec. 2.1), and βR is a tuning parameter that determines the ratio of the
450
model and data priors in eq. 6 (Fig. 2 blue lines). The standard deviation, or error, of the data is divided by the stencil size to
get an error in units of surface slope and R is amplified by the variance of the data to scale it against the model prior. To avoid over-fitting the ratio of the model prior P and data prior R has to be adjusted. For this we try different values of
βR and set it to 102 such that the distribution of the residual r is approximately Gaussian and that ||r|| = ||b −H ˆp|| ≈1, ||r|| = ||b −H ˆp|| ≈1, 23 Appendix B: Wave-watch III Prior The prior in eq. 11 uses an incident angle θ0(k) with an uncertainty σθ(k), defining the prior Pθ(θ,k) =
θ0(k) −θ
σθ(k)
2
. (B1) Pθ(θ,k) =
θ0(k) −θ
σθ(k)
2
. (B1) Both variables in the prior have to be taken from other data sources than IS-2 and here they Both variables in the prior have to be taken from other data sources than IS-2 and here they are derived from WW3 global
hindcast wave-partitions (Tolman, 2009, using the Integrated Ocean Waves for Geophysical and other Applications (IOWAGA)
65 Both variables in the prior have to be taken from other data sources than IS-2 and here they are derived from WW3 global hindcast wave-partitions (Tolman, 2009, using the Integrated Ocean Waves for Geophysical and other Applications (IOWAGA)
465
hindcast)) and depend on wavenumber. The WW3 hindcast data is selected in a box around the most equatorward photons in
ICESat-2 (suppl. Fig. S4 and. sec. 2.1). In cases where this box is within the sea-ice mask of WW3 it is moved equatorward
along the IS-2 track until at least 2/3 of the box’s grid cells are not covered by the WW3 sea-ice mask. Within each box, the mean of the peak period, peak direction, and directional spread is calculated for each of the five WW3
wavenumber partitions (Fig. 7a black dots). These partitions are interpolated and smoothed to the ki wave numbers of interest
470 24 Author contributions. MH developed and programmed the proposed algorithm. MH and CH collaboratively wrote the paper. Competing interests. https://doi.org/10.5194/egusphere-2022-842
Preprint. Discussion started: 12 September 2022
c⃝Author(s) 2022. CC BY 4.0 License. to provide a best guess of the wavenumber-dependent peak direction and spread (Fig. 7a orange line and shading). Note that
it is hard to validate the WW3 partitions in the Southern Ocean due to a lack of contemporaneous in-situ observations. The
a lack of certainty in the wave-hindcast in combination with (any) smoothing procedure can lead to biases in the directional
prior. Hence, we do not expect direct alignment of the WW3 wave directions and those observed in ICESat-2 observations. The WW3 incident angle is here solely used to reduce ambiguities in the objective function (Fig. 6 b and d and Figure 7) and
475
can give a preferred incident wave angle, rather than a certain estimate of the dominant wave angle (Fig. 7). Author contributions. References J., Richter, K., Sell, W., and Walden, H.: Measurements of Wind-Wave Growth and Swell Decay
during the Joint North Sea Wave Project (JONSWAP), Ergänzungsheft 8-12, 1973. Foreman-Mackey, D., Hogg, D. W., Lang, D., and Goodman, J.: Emcee: The MCMC Hammer, Publ. Astron. Soc. Pac., 125, 306–312,
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Effect of media shape on particle breakage in a batch ball mill: Lessons learnt from Population Balance Model and Attainable Region technique
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Available online at www.sciencedirect.com
ScienceDirect
Available online at www sciencedirect com
S i
Di
t Available online at www.sciencedirect.com
ScienceDirect
Available online at www sciencedirect com
S i
Di
t The batch
______
Abstract Keywords: Attainable region (AR), Population balance model, Media shape, Op Peer-review under responsibility of the organizing committee of SMPM 2019. Keywords: Attainable region (AR), Population balance model, Media shape, Optimisation,
© 2019 The Authors. Published by Elsevier B.V. Effect of media shape on particle breakage in a batch ball mill: Lessons
learnt from Population Balance Model and Attainable Region
technique
S Khumalo a N Hlabangana a* G Danha b E Muzenda c
(SMPM 2019)
Effect of media shape on particle breakage in a batch ball mill: Lessons
learnt from Population Balance Model and Attainable Region
Effect of media shape on particle breakage in a batch ball mill: Lessons
learnt from Population Balance Model and Attainable Region
technique S. Khumalo , N. Hlabangana , G. Danha , E Muzenda
ngineering, Faculty of Engineering and Technology, National University of Science and Technology
technique
S. Khumalo a, N. Hlabangana a*, G. Danha b, E Muzenda c a.Department of Chemical Engineering, Faculty of Engineering and Technology, National University of Science and Technology, Private Bag A.C 939 Ascot,
Bulawayo, Zimbabwe
bDepartment of Chemical, Materials and Metallurgical Engineering, Faculty of Engineering and Technology, Botswana International University of Science
and Technology, Plot 10071 Boseja Ward, Private Bag 16 Palapye, Botswana. cDepartment of Civil & Chemical Engineering, College of Science, Engineering & Technology, University of South Africa, 28 Pioneer Avenue, 1724 Florida
Park, Roodepoort, South Africa. __________________________________________________________________________________________
q
S. Khumalo a, N. Hlabangana a*, G. Danha b, E Muzenda c
a.Department of Chemical Engineering, Faculty of Engineering and Technology, National University of Science and Technology, Private Bag A.C 939 Ascot,
Bulawayo, Zimbabwe
bDepartment of Chemical, Materials and Metallurgical Engineering, Faculty of Engineering and Technology, Botswana International University of Science
and Technology, Plot 10071 Boseja Ward, Private Bag 16 Palapye, Botswana. cD
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S. Khumalo , N. Hlabangana , G. Danha , E Muzenda
a.Department of Chemical Engineering, Faculty of Engineering and Technology, National University of Science and Technology, Private Bag A.C 939 Ascot,
Bulawayo, Zimbabwe
bDepartment of Chemical, Materials and Metallurgical Engineering, Faculty of Engineering and Technology, Botswana International University of Science
and Technology, Plot 10071 Boseja Ward, Private Bag 16 Palapye, Botswana. cDepartment of Civil & Chemical Engineering, College of Science, Engineering & Technology, University of South Africa, 28 Pioneer Avenue, 1724 Florida
Park, Roodepoort, South Africa. 2351-9789 © 2019 The Authors. Published by Elsevier B.V.
Peer-review under responsibility of the organizing committee of SMPM 2019.
10.1016/j.promfg.2019.07.003 The batch
______
Abstract g
g q
g
q
g
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of quartz ore in a laboratory batch ball mill. Using the same milling conditions and grinding equipment, test results were
evaluated through the breakage distributions of different size fractions. Results prove that mixing different grinding media
increases volume of grinding zones and that translates to an improvement in grinding kinetics and amount of required PSD. The
tools are valuable and practical ways of evaluating the breakage of materials on the size fractional base and results of which can
be used in the mathematical modelling and optimising of ball milling unit operations. Abstract
The batch grinding equation and the Attainable region technique tools were used in evaluating data obtained from the breakage
of quartz ore in a laboratory batch ball mill. Using the same milling conditions and grinding equipment, test results were
evaluated through the breakage distributions of different size fractions. Results prove that mixing different grinding media
increases volume of grinding zones and that translates to an improvement in grinding kinetics and amount of required PSD. The
tools are valuable and practical ways of evaluating the breakage of materials on the size fractional base and results of which can
The batch grinding equation and the Attainable region technique tools were used in evaluating data obtained from the breakage
of quartz ore in a laboratory batch ball mill. Using the same milling conditions and grinding equipment, test results were
evaluated through the breakage distributions of different size fractions. Results prove that mixing different grinding media
increases volume of grinding zones and that translates to an improvement in grinding kinetics and amount of required PSD. The
tools are valuable and practical ways of evaluating the breakage of materials on the size fractional base and results of which can
be used in the mathematical modelling and optimising of ball milling unit operations. © 2019 The Authors. Published by Elsevier B.V. Keywords: Attainable region (AR), Population ba
p
y
be used in the mathematical modelling and optim y
Peer-review under responsibility of the organizing committee of SMPM 2019. © 2019 The Authors. Published by Elsevier B.V. g
p
g
g
p
Keywords: Attainable region (AR), Population balance model, Media shape, Op y
Peer-review under responsibility of the organizing committee of SMPM 2019. © 2019 The Authors. Published by Elsevier B.V. * Corresponding author: +263776514098
1.1. The population balance model
* ScienceDirect
Procedia Manufacturing 00 (2019) 000
ScienceDirect
Sc e ce
ect
Procedia Manufacturing 00 (2019) 000 www.elsevier.com/locate/procedia 2nd International Conference on Sustainable Materials Processing and Manufacturing
(SMPM 2019)
2nd International Conference on Sustainable Materials Processing and Manufacturing
2nd International Conference on Sustainable Materials Processing and Manufacturing
(SMPM 2019) a.Department of Chemical Engineering, Faculty of Engineering and Technology, National University of Science and Technology, Private Bag A.C 939 Ascot,
Bulawayo, Zimbabwe
bDepartment of Chemical, Materials and Metallurgical Engineering, Faculty of Engineering and Technology, Botswana International University of Science
and Technology, Plot 10071 Boseja Ward, Private Bag 16 Palapye, Botswana.
cDepartment of Civil & Chemical Engineering, College of Science, Engineering & Technology, University of South Africa, 28 Pioneer Avenue, 1724 Florida
Park, Roodepoort, South Africa.
__________________________________________________________________________________________
q
S. Khumalo a, N. Hlabangana a*, G. Danha b, E Muzenda c
a.Department of Chemical Engineering, Faculty of Engineering and Technology, National University of Science and Technology, Private Bag A.C 939 Ascot,
Bulawayo, Zimbabwe
bDepartment of Chemical, Materials and Metallurgical Engineering, Faculty of Engineering and Technology, Botswana International University of Science
and Technology, Plot 10071 Boseja Ward, Private Bag 16 Palapye, Botswana.
cDepartment of Civil & Chemical Engineering College of Science Engineering & Technology University of South Africa 28 Pioneer Avenue 1724 Florida
S. Khumalo , N. Hlabangana , G. Danha , E Muzenda
a.Department of Chemical Engineering, Faculty of Engineering and Technology, National University of Science and Technology, Private Bag A.C 939 Ascot,
Bulawayo, Zimbabwe
bDepartment of Chemical, Materials and Metallurgical Engineering, Faculty of Engineering and Technology, Botswana International University of Science
and Technology, Plot 10071 Boseja Ward, Private Bag 16 Palapye, Botswana.
cDepartment of Civil & Chemical Engineering, College of Science, Engineering & Technology, University of South Africa, 28 Pioneer Avenue, 1724 Florida
Park, Roodepoort, South Africa. 1. Introduction
1 I t
d
ti Comminution is a vital unit process that is performed in the processing of mineral ores. The ore is slowly reduced in size in
tumbling mills to produce material of the preferred size class. This is done to expose, or to free, the valuable mineral from the
gangue material before the product is sent to downstream recovery processes. The unit process is energy intensive and any
potential savings is of paramount importance as it inspires the efforts for optimisation of size reduction processes. A lot of literature exists that has been dedicated to describe the milling unit operation and the Attainable region technique (AR). _____________________________________________________________________________________________________
1. Introduction
Comminution is a vital unit process that is performed in the processing of mineral ores. The ore is slowly reduced in size in
tumbling mills to produce material of the preferred size class. This is done to expose, or to free, the valuable mineral from the
gangue material before the product is sent to downstream recovery processes The unit process is energy intensive and any
1. Introduction
Comminution is a vital unit process that is performed in the processing of mineral ores. The ore is slowly reduced in size in
tumbling mills to produce material of the preferred size class. This is done to expose, or to free, the valuable mineral from the
gangue material before the product is sent to downstream recovery processes. The unit process is energy intensive and any
potential savings is of paramount importance as it inspires the efforts for optimisation of size reduction processes. p
p
p
p
hat has been dedicated to describe the milling unit operation and the Attainable region technique (AR). e material of the preferred size class. This is done to expose, or to free, the valuable mineral from the
he product is sent to downstream recovery processes The unit process is energy intensive and any
p
y p
p
gy
y
amount importance as it inspires the efforts for optimisation of size reduction processes. Some key aspects of population balance model and AR will be considered. gangue material before the product is sent to downstream recovery proce
potential savings is of paramount importance as it inspires the efforts for op
A lot of literature exists that has been dedicated to describe the milling unit o 1.1. Email: nkosikhona.hlabangana@nust.ac.zw
*
Corresponding author: +263776514098 1.3 Media shape Apart from being relatively wasteful of energy, tumbling mills are also inefficient with regard to mineral liberation because of
the indiscriminate nature of the grinding force. Accordingly, researchers have made efforts to study the effects of media in an
attempt to improve the grinding process [16-19] and have come up with interesting results. Studies on media efficiency have
concentrated on comparing their effects on the breakage distribution function and the selection function ignoring other
parameters defining mill performance such as downstream processes. The aim of this investigation intends to add value to the
understanding of the breakage of the materials as well as to better comprehend optimum conditions required for the downstream
processing of mineral ores. Two different tools are applied to the batch grinding data to understand kinetics and maximise the
liberation of value material in downstream recovery processes. 1.2. Attainable Region technique The AR is a graphical technique that is equipment-independent and has been applied in the area of comminution to describe the
size reduction processes [4]. A complete AR analysis involves a description of the set of all possible outputs for a system [5]. There exist some similarities between the size reduction process and chemical reaction engineering and this suggests that
comminution processes can be studied using the AR approach with a mill being considered as basically a reactor system where
large feed particles are transformed into smaller product particles. The work already done by different researchers described the
construction and application of AR method to optimize size reduction processes done under different operating conditions with
different objectives [6-15]. 1. Introduction
1 I t
d
ti The population balance model
Some key aspects of population balan
1 1 Th
l i
b l
d l 1.1. The population balance model
Some key aspects of population balan * Corresponding author: +263776514098
1.1. The population balance model
* * Corresponding author: +263776514098
1.1. The population balance model
* Email: nkosikhona.hlabangana@nust.ac.zw
*
Corresponding author: +263776514098 76 S. Khumalo et al. / Procedia Manufacturing 35 (2019) 75–79 A number of researchers have used the model [1-3]. It is also known as the batch grinding equation and is made up of the specific
rate of breakage (Si), the primary distribution breakage (bij) functions and a residence time distribution function. For a simulation
of a ball mill to be successful, operation using laboratory scale results in a relationship of these functions and design of mill and
operating variables should be well defined. The tool is centered on first order kinetics and the two functions give a size-mass
balance equation for fully mixed batch milling operations. The modelling aspect allows us to construct a simulation model which
can easily predict the particle size distribution in terms of the design of mill and the conditions of operation Grinding experiments were done in a laboratory batch mill with diameter 0.282m, length 0.302m and milling conditions in Table
1. During all the tests, mill feeds were constant, (1941g). The sample to be milled was loaded in the mill with the media of
appropriate size and weight. The feed material was then ground batch wise using media charges for selected periods (3, 5. 15,
30, 60 and 90 minutes) and a full product size distribution done on the product after each time interval. S. Khumalo et al. / Procedia Manufacturing 35 (2019) 75–79 77 Table 1: Milling conditions for experiments on the ore
Mill speed
Operational speed (Φ)
75% of critical
Media
Dimensions
Balls
30 mm
Cubes
32mm
Eclipsoids
40mm* 40mm
Mix Ball and cubes (B-C1)
50% B 50% C
Mix Ball and cubes (B-C2)
75% B 25% C
Mix Ball and Eclipsoids (B-E)
50% B 50% E
Material
Feed size µm
2360-1700 For the use of the AR, the particle size distribution is usually divided into three or more size classes. For easier use of the tool
we selected three sizes classes. This allows us to select the feed material, the intermediate and fine size class. The three size
classes were chosen as: Size class 1: Material between 2360μm and 1700μm, Size class 2: Between 150μm and 75μm, Size class
3: Everything less than 75μm. 2. Materials and Methods A quartz ore obtained from a local mine in Johannesburg South Africa was used in the experimental work. A mono sized feed
fraction of between 2360 and 1700μm was prepared and used for all the tests. Spheres, cubes and eclipsoids made of cast iron
(Figure 1) were prepared and used as grinding media. Figure 1: Photographs of cubes, spheres and eclipsoids and mixture of grinding media shapes used for the batch tests [19] Figure 1: Photographs of cubes, spheres and eclipsoids and mixture of grinding media shapes used for the batch tests [19] Grinding experiments were done in a laboratory batch mill with diameter 0.282m, length 0.302m and milling conditions in Table
1. During all the tests, mill feeds were constant, (1941g). The sample to be milled was loaded in the mill with the media of
appropriate size and weight. The feed material was then ground batch wise using media charges for selected periods (3, 5. 15,
30, 60 and 90 minutes) and a full product size distribution done on the product after each time interval. 77 S. Khumalo et al. / Procedia Manufacturing 35 (2019) 75–79 3. Results and Discussion Figure 2 shows a variation of specific rate of breakage and the particle size for all grinding policies. Results show that
mixtures offer higher rates of breakage in abnormal region. It is also observed that on adding spheres to cubes, a noticeable
increase in breakage rates compared to cubes alone is attained. The authors suggested that further investigations must be done
to determine the proportion of cubes in the mixture. Instead of using spheres it is possible to obtain optimal ball to cube mix
ratio and use it for size reduction process. On evaluating the selection function for all selected size classes it was noted that
breakage function to be normalisable. The rate of conversion of feed to required product is a function of milling conditions and
ore properties (i.e. selection function and breakage function). They further established that spheres are most effective and the
cubes being the less efficient. Eclipsoids were also effective as the ball especially performing better than balls for coarser
material. Figure 2: Variation of the specific rate of breakage with particle size for different grinding media and their mixtures [19] Figure 2: Variation of the specific rate of breakage with particle size for different grinding media and their mixtures [19] Figure 2 shows that the breakage rates for all media shapes are highest at the initial periods of milling but as time progresses and
material in the mill gets depleted, cubes seem to be failing to produce a finer size class. This could be due to the reduced
probability of particle capture between the cube to cube impacts. Figure 3(a) also reveals that use of cubes alone as a grinding Figure 2 shows that the breakage rates for all media shapes are highest at the initial periods of milling but as time progresses and
material in the mill gets depleted, cubes seem to be failing to produce a finer size class. This could be due to the reduced
probability of particle capture between the cube to cube impacts. Figure 3(a) also reveals that use of cubes alone as a grinding S. Khumalo et al. / Procedia Manufacturing 35 (2019) 75–79 78 media will not achieve the objective of higher grinding rates and finer material production. Different combinations of grinding
media shapes improve the production of finer material. 3. Results and Discussion This implies that if media cost and availability are limiting factors, then it is possible to select and mix
what you have and still obtain relatively high values of the required size class material. Figure 4: Attainable region plots for different media and mixing them (a) M2 vs. M1 (b) M3 vs.M1
Figure 4 (a) shows the A.R plot of the variation of mass fraction of material in the intermediate size class versus that in the feed
size class obtained by milling with different shapes of grinding media. Similarly, the area bounded by each curve and the x axis
is the wanted space termed the A.R and the turning point on each curve at the peak signifies an optimum solution for the
maximum production of material in the intermediate size class. Figure 4(b) shows an A.R plot of the variation of mass fraction
of material in the fines size class with that in the feed size class for milling done with different media shapes. The concurs with
previous A.R plots in that the cubes produce less material in the finer size class while the balls and eclipsoids produce the
maximum amount of fines. There are some size reduction industries where fines are a required product e.g the cement production
industry. Hence the A.R plot can also be useful in such industries in formulating grinding media policies that give result to
optimum production of material in the fines size class. Figure 4: Attainable region plots for different media and mixing them (a) M2 vs. M1 (b) M3 vs.M1 Figure 4: Attainable region plots for different media and mixing them (a) M2 vs. M1 (b) M3 vs.M1 Figure 4 (a) shows the A.R plot of the variation of mass fraction of material in the intermediate size class versus that in the feed
size class obtained by milling with different shapes of grinding media. Similarly, the area bounded by each curve and the x axis
is the wanted space termed the A.R and the turning point on each curve at the peak signifies an optimum solution for the
maximum production of material in the intermediate size class. Figure 4(b) shows an A.R plot of the variation of mass fraction
of material in the fines size class with that in the feed size class for milling done with different media shapes. 3. Results and Discussion 0
20
40
60
80
100
0
20
40
60
80
100
Grinding time (mins)(a)
Grinding time (mins)(b)
Figure 3: Mass fraction of silica material obtained versus grinding time (a) M1 vs. time (b) M2 vs. time
0
0.2
0.4
0.6
0.8
1
CUBES
ECLIPSOIDS
BALLS
%B-50%C
50
50 %B-50%E
75 %B-25%C 0
20
40
60
80
100
Grinding time (mins)(b) 0
20
40
60
80
100
Grinding time (mins)(a)
0
0.2
0.4
0.6
0.8
1
CUBES
ECLIPSOIDS
BALLS
%B-50%C
50
50 %B-50%E
75 %B-25%C Figure 3: Mass fraction of silica material obtained versus grinding time (a) M1 vs. time (b) M2 vs. time Figure 3(b) shows an A.R plot of the mass fraction of intermediate size class material against grinding time for different grinding
media shapes. The region bounded by the curves and the x-axis is the wanted or attainable region within which lies solutions of
the optimization question. The turning point of the plots give result to the solution of the optimization problem of the maximum
amount of the intermediate size class material that can be obtained within the limits of the experimental conditions employed. The A.R plot shows that use of 100% balls or 100% eclipsoids will produce optimum amounts of the required size class material. The A.R method also shows that grinding media mixtures (50%B- 50%E and 75%B-25%C) also give relatively high amounts
of the required material. This implies that if media cost and availability are limiting factors, then it is possible to select and mix
what you have and still obtain relatively high values of the required size class material. Figure 3(b) shows an A.R plot of the mass fraction of intermediate size class material against grinding time for different grinding
media shapes. The region bounded by the curves and the x-axis is the wanted or attainable region within which lies solutions of
the optimization question. The turning point of the plots give result to the solution of the optimization problem of the maximum
amount of the intermediate size class material that can be obtained within the limits of the experimental conditions employed. The A.R plot shows that use of 100% balls or 100% eclipsoids will produce optimum amounts of the required size class material. The A.R method also shows that grinding media mixtures (50%B- 50%E and 75%B-25%C) also give relatively high amounts
of the required material. 4. Conclusion Milling tests were done using similar grinding conditions in order to compare the breakage behaviour of quartz in a batch ball
mill using spheres, eclipsoids, cubes, and different mixtures of grinding media. The grinding media mass was kept constant and
results showed that each media shape policy offers unique surface area and contact mechanisms during the size reduction process
and this was attributed to differences in their geometry. The Attainable Region results show that the spheres and eclipsoids
managed to offer high values of the required size class whilst cubes due to their geometry offered a courser product compared to
what was required. Using same grinding conditions as researchers [19] who demonstrate that using population balance model, it
is possible to improve particle breakage by mixing different grinding media the AR shows that mixing can be done to get optimum
amounts of material in the desired size class. The A.R results also make evident that each media policy can be applicable in its
own unique industry to give optimum amounts of the required product. Acknowledgement The authors appreciate the National University of Science and Technology, Department of Chemical Engineering where the
paper was put together. 3. Results and Discussion The concurs with
previous A.R plots in that the cubes produce less material in the finer size class while the balls and eclipsoids produce the
maximum amount of fines. There are some size reduction industries where fines are a required product e.g the cement production
industry. Hence the A.R plot can also be useful in such industries in formulating grinding media policies that give result to
optimum production of material in the fines size class. S. Khumalo et al. / Procedia Manufacturing 35 (2019) 75–79 79 References [1] L. G. Austin, R. R. Klimpel, P. T. Luckie, 1984, Process engineering of size reduction: Ball milling. New York, USA: ME, AIME. [2] K. Shoji, L. G. Austin, F. Smalia, K. Brame, and P. T. Luckie. Further studies of ball and powder filling effects in ball milling. Powder Technology, 1982,
31: pp. 121-26. 3] V. Deniz and T. Onur, Investigation of the breakage kinetic of pumice samples as dependent on powder filling in a ball m
Mineral Processing. 2002, 67: pp. 71–78. ine al
ocessing. 00 , 67: pp. 7
78. [4] N. Khumalo, D. Glasser, D. Hildebrandt, B. Hausberger, and S. Kauchali. 2006. The application of the attainable region analysis to comminution. Chemical
Engineering Science 61: pp 5969–5980. D. Hildebrandt, B. Hausberger, and S. Kauchali. 2006. The application of the attainable region analysis to comminution. Chemical
pp 5969–5980. 4] N. Khumalo, D. Glasser, D. Hildebrandt, B. Hausberger, and S. Kauchali. 2006. The application of the attainable region analy
Engineering Science 61: pp 5969–5980. [5] Khumalo N, Glasser D, Hildebrandt D, Hausberger B, Kauchali S. An experimental validation of a specified energy-based approach for comminution. Chem. Eng. Sci. 2007; 62: 2765–2776. [6] F.M. Katubilwa, M.H. Moys, D. Glasser, D. Hildebrandt, An attainable region analysis of the effect of ball size on milling. Powder Technology, 2011,
210 (1): pp. 36–46. [7] N. Hlabangana, G. Danha, D. Hildebrandt, D. Glasser, Use of the attainable region approach to determine major trends and optimize particle breakage in
a laboratory mill, Powder Technology, 2016, 291: pp. 414–419. a, M.M. Bwalya, D. Hildebrandt, D. Glasser, Application of the attainable region method to determine optimal conditions for
wder Technology. 2017; 317: 400-407. [8] N. Hlabangana, G. Danha, M.M. Bwalya, D. Hildebrandt, D. Glasser, Application of the attainable region method to
milling and leaching, Powder Technology. 2017; 317: 400-407. [9] N. Khumalo, D. Glasser, D. Hildebrandt, B. Hausberger, S. Kauchali. The application of the attainable region analysis to comminution. Chem. Eng. Sci. 2006; 61: 5969–5980. [10] F.M. Katubilwa, M.H. Moys, D. Glasser, D. Hildebrandt, An attainable region analysis of the effect of ball size on milling. Powder Technology, 2011,
210 (1): pp. 36–46. [11] F.K. Mulenga, M.M. Bwalya. Application of the attainable region technique to the analysis of a full-scale mill in open circuit. Journal of the Southern
African Institute of Mining and Metallurgy. 2015; 115 (8): 729 – 740. a, N.G. Mguni, M. S. Madiba, C. References Bhondayi, Determining an optimal interstitial filling condition: An Attainable Region approach,
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Powder Technology, 2018; 327: pp. 9-16. [13] N. Hlabangana, G. Danha, E. Muzenda. Effect of ball and feed particle size distribution on the milling efficiency of a ball mill: An attainable region
approach, South African Journal [1] of Chemical Engineering, 2018, 25, pp.79-84 [14] G. Danha, D. Legodi, N. Hlabangana, C. Bhondayi, D. Hildebrandt, A fundamental investigation on the breakage of a bed of silica sand particles: An
attainable region approach, 2016; 301: pp. 1208-1212. [15] Kelsall D F, Stewart PSB, Weller K R. Continuous grinding in a small wet ball mill Part 5. A study of the influence of media shape. Powder
Technology.1973; 8:77-83. ternative to balls as grinding media. World Mining.1983; 36: (10) 59. [16] U. Cloos. Cylpebs: An alternative to balls as grinding media. World Mining.1983; 36: (10) 59. [17] H. Ipek. The effects of grinding media shape on breakage rate, Minerals Engineering. 2006; 19 (1): 91–93. [17] H. Ipek. The effects of grinding media shape on breakage rate, Minerals Engineering. 2006; 19 (1): 91–93. Kong, B.L. Zhang. The effects of grinding media shapes on the grinding kinetics of cement clinker in ball mill. Powder Tech
425. 18] H.Y. Qian, Q.G. Kong, B.L. Zhang. The effects of grinding media shapes on the grinding kinetics of cement clinker in b
2013; 235: 422–425. [19] K.P. Simba, M.H. Moys. Effects of mixtures of grinding media of different shapes on milling kinetics. Minerals Engineering. 2014; 61: 40–46.
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https://openalex.org/W4312124415
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https://www.aanda.org/10.1051/0004-6361/202244667/pdf
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English
| null |
A new method for age-dating the formation of bars in disc galaxies
|
Astronomy & astrophysics
| 2,023
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cc-by
| 19,026
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ABSTRACT The epoch in which galactic discs settle is a major benchmark for testing models of galaxy formation and evolution but remains
largely unknown. Once discs settle and become sufficiently self-gravitating, stellar bars are able to form; therefore, determining the
ages of bars can shed light on the epoch of disc settling, and on the onset of secular evolution. Nevertheless, timing when the bar
formed has proven challenging. In this work we present a new methodology for obtaining the bar age, using the star formation history
of nuclear discs. Nuclear discs are rotation-supported structures, built by gas pushed to the centre via bar-induced torques, and their
formation is thus coincident with bar formation. In particular, we used integral field spectroscopic data from the TIMER survey to
disentangle the star formation history of the nuclear disc from that of the underlying main disc, which enables us to more accurately
determine when the nuclear disc formed. We demonstrate the methodology on the galaxy NGC 1433 – which we find to host an old
bar that is 7.5+1.6
−1.1(sys)+0.2
−0.5(stat) Gyr old – and describe a number of tests carried out on both the observational data and numerical
simulations. In addition, we present evidence that the nuclear disc of NGC 1433 grows in accordance with an inside-out formation
scenario. This methodology is applicable to high-resolution integral field spectroscopic data of barred galaxies with nuclear discs,
making it ideally suited for the TIMER survey sample. In the future we will thus be able to determine the bar age for a large sample
of galaxies, shedding light on the epoch of disc settling and bar formation. Key words. galaxies: bulges – galaxies: evolution – galaxies: formation – galaxies: kinematics and dynamics –
galaxies: stellar content – galaxies: structure A new method for age-dating the formation of bars in disc galaxies
The TIMER view on NGC1433’s old bar and the inside-out growth of its
nuclear disc 55, 80803 München, Germany
8 8 Departamento de Física de la Tierra y Astrofísica, Universidad Complutense de Madrid, 28040 Madrid, Spain
9 I
i
d Fí i
d P
í
l
d l C
(IPARCOS) U i
id d C
l
d M d id 28040 M d id 8 Departamento de Física de la Tierra y Astrofísica, Universidad Complutense
9 uto de Física de Partículas y del Cosmos (IPARCOS), Univ 9 Instituto de Física de Partículas y del Cosmos (IPARCOS), Universidad Complutense de Madrid, 28040 Madrid
10 Department of Astrophysics, University of Vienna, Türkenschanzstrasße 17, 1180 Wien, Austria
11 10 Department of Astrophysics, University of Vienna, Türkenschanzstrasße 17, 1180 Wien, Austria
11 11 Universidade de São Paulo, Instituto de Astronomia, Geofísica e Ciências Atmosféricas, Rua do Matão 1226,
05508-090 São Paulo, SP, Brazil 2 European Space Agency, European Space Research and Technology Centre, Keplerlaan 1, 2200 AG Noordwijk, Th 12 European Space Agency, European Space Research and Technology Centre, Keplerlaan 1, 2200 AG Noordwijk, The Netherlands
13 D
f A
d A
h i S i
K
k N i
l U i
i
D
41566 R
bli
f K 12 European Space Agency, European Space Research and Technology Centre, Keplerlaan 1, 2200 AG Noordwijk, The Netherlands
13 Department of Astronomy and Atmospheric Sciences, Kyungpook National University, Daegu 41566, Republic of Korea
14 Astrophysics Research Institute, Liverpool John Moores University, IC2 Liverpool Science Park, 146 Brownlow Hill,
L3 5RF Liverpool UK European Space Agency, European Space Research and Technology Centre, Keplerlaan 1, 2200 AG Noordwijk, The Netherlands
13 Department of Astronomy and Atmospheric Sciences, Kyungpook National University, Daegu 41566, Republic of Korea
14 Astrophysics Research Institute, Liverpool John Moores University, IC2 Liverpool Science Park, 146 Brownlow Hill,
L3 5RF Liverpool, UK 13 Department of Astronomy and Atmospheric Sciences, Kyungpook National University, Daegu 41566, Republic of Korea
14 Astrophysics Research Institute, Liverpool John Moores University, IC2 Liverpool Science Park, 146 Brownlow Hill,
L3 5RF Liverpool, UK p
15 Max Planck Institute for Astronomy, Königstuhl 17 69117, Germany
16 y
g
y
16 Institute of Cosmology and Gravitation, University of Portsmouth, Burnaby Road, Portsmouth PO1 3FX, UK 16 Institute of Cosmology and Gravitation, University of Portsmouth, Burnaby Road, Po
17 Institute of Cosmology and Gravitation, University of Portsmouth, Burnaby Road, Portsmouth PO1 3FX, UK
17 Observatorio Astronómico Nacional, C/Alfonso XII 3, Madrid 28014, Spain gy
y
y
17 Observatorio Astronómico Nacional, C/Alfonso XII 3, Madrid 28014, Spain Received 2 August 2022 / Accepted 14 November 2022 Received 2 August 2022 / Accepted 14 November 2022 Astronomy
&
Astrophysics Astronomy
&
Astrophysics Astronomy
&
Astrophysics A&A 671, A8 (2023)
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A8, page 1 of 17 A new method for age-dating the formation of bars in disc galaxies
The TIMER view on NGC1433’s old bar and the inside-out growth of its
nuclear disc Camila de Sá-Freitas1 , Francesca Fragkoudi1,2,3, Dimitri A. Gadotti1,4, Jesús Falcón-Barroso5,6, Adrian Bittner1,7,
Patricia Sánchez-Blázquez8,9, Glenn van de Ven10, Rebekka Bieri3, Lodovico Coccato1, Paula Coelho11,
Katja Fahrion12, Geraldo Gonçalves11, Taehyun Kim13, Adriana de Lorenzo-Cáceres5,6, Marie Martig14,
Ignacio Martín-Navarro5,6, Jairo Mendez-Abreu5,6, Justus Neumann15,16, and Miguel Querejeta17 Camila de Sá-Freitas1 , Francesca Fragkoudi1,2,3, Dimitri A. Gadotti1,4, Jesús Falcón-Barroso5,6, Adrian Bittner1,7,
Patricia Sánchez-Blázquez8,9, Glenn van de Ven10, Rebekka Bieri3, Lodovico Coccato1, Paula Coelho11,
Katja Fahrion12, Geraldo Gonçalves11, Taehyun Kim13, Adriana de Lorenzo-Cáceres5,6, Marie Martig14,
Ignacio Martín-Navarro5,6, Jairo Mendez-Abreu5,6, Justus Neumann15,16, and Miguel Querejeta17 1 European Southern Observatory, Karl-Schwarzschild-Str. 2, 85748 Garching bei Muenchen, Germany
e-mail: camila.desafreitas@eso.org
2 1 European Southern Observatory, Karl-Schwarzschild-Str. 2, 85748 Garching bei Muenchen, Germany
e-mail: camila.desafreitas@eso.org 2 Institute for Computational Cosmology, Department of Physics, Durham University, South Road, Durham DH1 3LE, UK
3 2 Institute for Computational Cosmology, Department of Physics, Durham University, South Road, Durham DH1 3LE, UK
3 Max-Planck-Institut für Astrophysik, Karl-Schwarzschild-Str. 1, 85748 Garching, Germany
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4 Centre for Extragalactic Astronomy, Department of Physics, Durham University, South Road, Durham DH1 3LE, U 5 Instituto de Astrofísica de Canarias, Calle Vía Láctea s/n, 38205 La Laguna, Tenerife, Spain
6 Departamento de Astrofísica Uni ersidad de La Lag na 38200 La Lag na Tenerife Spain 5 Instituto de Astrofísica de Canarias, Calle Vía Láctea s/n, 38205 La Laguna, Tenerife, Spain 7 Vyoma GmbH, Karl-Theodor-Str. 55, 80803 München, Germany
8 7 Vyoma GmbH, Karl-Theodor-Str. 1. Introduction Bars are
common structures in the local Universe: many studies have
found that between ∼30% and 70% of disc galaxies host bars
(e.g., Eskridge et al. 2000; Menéndez-Delmestre et al. 2007;
Barazza et al. 2008; Sheth et al. 2008; Aguerri et al. 2009;
Nair & Abraham 2010; Buta et al. 2015; Erwin 2018). There-
fore, understanding the time of their formation and how they
affect their host galaxies is key to understanding the late-stage
evolution of galaxies themselves. monly referred to as pseudo-bulges or disc-like bulges. Simu-
lations and theoretical studies find that, after the bar forms, it
only takes ∼108 yr to form the ND (e.g., Athanassoula 1992a,b;
Emsellem et al. 2015; Seo et al. 2019; Baba & Kawata 2020). Thus, one can use the time of the formation of the ND –
obtained through galactic archaeology – to time the age of the
bar (Gadotti et al. 2015). The study by Gadotti et al. (2015) was
offered as a proof of concept, using NGC 4371, to demonstrate
the feasibility of timing bar formation with archaeological evi-
dence from the ND itself. However, the ND in NGC 4371 has
no star formation and is mainly dominated by old stars, which
makes it a special case for this type of analysis. More generally,
with more complex SFHs, estimating stellar population proper-
ties in the central region of disc galaxies is not a trivial task, since
the observed light carries tangled information of the ND with the
underlying main disc (MD) – and possibly other structural com-
ponents that were already present when the ND formed. There-
fore, in order to reliably detect the oldest stars in the ND, we
need a way to disentangle the light of the ND from that of the
underlying MD. g
By investigating how galaxies evolve dynamically at dif-
ferent redshifts, studies find that a large fraction of galaxies
at high redshift are rotationally supported (e.g., Shapiro et al. 2008; Schreiber et al. 2009; Epinat et al. 2012; Wisnioski et al. 2015; Rizzo et al. 2020; Lelli et al. 2021), with fractions vary-
ing from 70−90% at z ∼1 and 47−74% at z ∼2. Using the
James Webb Spatial Telescope. Early Release Observations of
the galaxy cluster SMACS 0723, Ferreira et al. (2022) show that
the fraction of disc galaxies in the early Universe is still an
open question. 1. Introduction They find that disc galaxies dominate the mor-
phology at z ∼1.5 by more than a factor of ∼10 higher com-
pared with previous results from the Hubble Space Telescope. Nevertheless, these rotationally supported discs at higher red-
shifts often present higher velocity dispersions, suggesting they
are turbulent, unsettled, and thick (e.g., Elmegreen & Elmegreen
2006; Cresci et al. 2009; Newman et al. 2013; although see also
Rizzo et al. 2020). Since analytical and numerical work indicates
that the bar can only form once the disc is dynamically set-
tled, the moment of bar formation marks this transition epoch,
during which the discs are at least partially dynamically cold
(e.g., Kraljic et al. 2012 and references therein). Exactly how
and when the switch from external to internal processes as the
driver of galaxy evolution happens is still not clear, but it is
associated with the settling of galactic discs. Therefore, timing
the epoch of bar formation is a major step forwards in piecing
together the different phases of galaxy evolution. This is precisely the goal of this work, in which we present
a new methodology for disentangling the light of the ND from
other structures in the central region of the galaxy. This in turn
enables us to derive the bar formation epoch. With the disen-
tangled light, we derive independent SFHs for different stellar
structures in order to time the moment the ND formed and,
therefore, when the bar formed. We selected NGC 1433, one of
the galaxies in the Time Inference with MUSE in Extragalactic
Rings (TIMER) survey (Gadotti et al. 2019), as a pilot galaxy to
present this methodology, which will in the future be applied to
all TIMER galaxies. This paper is organised as follows. In Sect. 2 we describe the
data and explain the reason we selected NGC 1433 for this study. In Sect. 3 we describe the methodology that we developed to dis-
entangle the SFH of the ND from that of the underlying MD, and
how this can be used to obtain the bar age, as well as the tests of
the methodology carried out using hydrodynamic simulations. In
Sect. 4 we present our results for the age of the bar in NGC 1433
and the detailed buildup of its ND. In Sect. 5 we discuss the
implications of our results in the context of galaxy evolution and
the formation of NDs. 1. Introduction We summarise and conclude in Sect. 6. Additional tests of the methodology, including on two control
galaxies, are presented in the appendix. Different studies have attempted to time when the bar
formed for a handful of galaxies using different approaches. Gadotti et al. (2015) analysed stellar populations in the nuclear
disc (ND) of NGC 4371 using high quality Multi Unit
Spectroscopic Explorer (MUSE) data, and found a bar age of
about 10 Gyrs. Pérez et al. (2017) used the formation of the
boxy/peanut-shaped bulge, which originated from instabilities
of the bar, to estimate the age of the bar in NGC 6032 as
10 Gyrs. de Lorenzo-Cáceres et al. (2019) analysed the star for-
mation histories (SFHs) of nuclear structures, including inner
bars, and find that the inner bars in NGC 1291 and NGC 5850
must have formed at least 6.5 Gyrs and 4.5 Gyrs ago, respec-
tively. These studies provide observational evidence that bars can
be long-lived, which is in agreement with cosmological simula-
tions that find bars that formed between redshifts 1 and 2 and sur-
vive down to z = 0 (e.g., Kraljic et al. 2012; Rosas-Guevara et al. 2020; Fragkoudi et al. 2020, 2021). 1. Introduction Law et al. 2009; Dekel et al. 2009; Oser et al. 2010). As the Uni-
verse expands and interactions are less frequent, internal pro-
cesses begin to play an important role in the evolution of galaxies
(Kormendy & Kennicutt 2004). Constraining the processes that drive galaxy evolution in dif-
ferent cosmic epochs is still a work in progress. At higher
redshifts, external processes, such as mergers, galaxy inter-
actions, and gas inflows, have an important impact on how
galaxies evolve (e.g., Schreiber et al. 2006; Genzel et al. 2008; Among the most important internal drivers of the evo-
lution of disc galaxies are stellar bars, which efficiently
redistribute angular momentum, as well as both stars and C. de Sá-Freitas et al.: A&A 671, A8 (2023) gas (e.g., Lynden-Bell & Kalnajs 1972; Combes & Gerin 1985;
Athanassoula 2003; Munoz-Tunón et al. 2004; Sheth et al. 2005;
Romero-Gómez et al. 2007; Di Matteo et al. 2013; Halle et al. 2015; Fragkoudi et al. 2016, 2017). Bars have been linked
to a global quenching of star formation in galaxies (e.g.,
Masters et al. 2012; Schawinski et al. 2014; Haywood et al. 2016; Géron et al. 2021) and are also responsible for inducing
bursts of star formation in central regions (e.g., Ishizuki et al. 1990; Ellison et al. 2011; Coelho & Gadotti 2011). Bars are
common structures in the local Universe: many studies have
found that between ∼30% and 70% of disc galaxies host bars
(e.g., Eskridge et al. 2000; Menéndez-Delmestre et al. 2007;
Barazza et al. 2008; Sheth et al. 2008; Aguerri et al. 2009;
Nair & Abraham 2010; Buta et al. 2015; Erwin 2018). There-
fore, understanding the time of their formation and how they
affect their host galaxies is key to understanding the late-stage
evolution of galaxies themselves. gas (e.g., Lynden-Bell & Kalnajs 1972; Combes & Gerin 1985;
Athanassoula 2003; Munoz-Tunón et al. 2004; Sheth et al. 2005;
Romero-Gómez et al. 2007; Di Matteo et al. 2013; Halle et al. 2015; Fragkoudi et al. 2016, 2017). Bars have been linked
to a global quenching of star formation in galaxies (e.g.,
Masters et al. 2012; Schawinski et al. 2014; Haywood et al. 2016; Géron et al. 2021) and are also responsible for inducing
bursts of star formation in central regions (e.g., Ishizuki et al. 1990; Ellison et al. 2011; Coelho & Gadotti 2011). A8, page 2 of 17 3.1. Building the underlying population contribution and
disentangling the nuclear disc light Recent studies deriving radial profiles of stellar ages found that
galaxies hosting NDs display a drop in average ages towards
the centre. This drop in average ages is coincident with the
radius of the peak in stellar v/σ (e.g., Falcón-Barroso et al. 2002;
Bittner et al. 2020), which implies that these galaxies have a
central stellar structure that is younger than the main under-
lying population. This agrees with the scenario whereby NDs
are structures formed by a relatively late gas inflow induced by
stellar bars (e.g., Gadotti et al. 2015, 2019; Bittner et al. 2020). Hereafter, we consider the ‘underlying main disc’ to be every
stellar population that was present before the formation of the
ND. Since the observed light carries combined information of
the younger ND and other underlying central structures, the ages
derived for the central region of the galaxy can only be consid-
ered as an upper limit to the mean stellar age of the ND. Secondly, we aim to mask spaxels dominated by active
galactic nucleus (AGN) emission, based on the Baldwin, Phillips
& Tervelich (BPT) diagram classification (Baldwin et al. 1981),
with AON ≥20. We used the emission lines Hα, Hβ, [OIII], and
[NII] extracted by DAP, as described above, to build the BPT
diagram in Fig. 4. In this section we describe a new strategy to build the under-
lying MD and disentangle the light of it from that of the ND. In summary, this methodology consists of deriving a spectrum
that represents the main underlying disc (hereafter referred to
as the ‘representative spectrum’), using it to build a representa-
tive MD data cube, and later subtract it from the observed data. We make two hypothesis: (1) the MD extend all the way to the
centre, and its surface brightness profile follows an exponential
law and (2) the stellar populations of the MD do not change sig-
nificantly in the inner regions and, therefore, we can assume is
similar to the spectrum extracted from an aperture surrounding
the nuclear ring. The result from this subtraction is expected to
be the isolated ND. A step-by-step outline and an illustration of
our methodology are shown in Fig. 2. In the third step, we normalise the flux in each spaxel of
the representative ring to account for the radial flux increase in
the MD towards the centre. 3. Methodology In this section we describe our methodology step-by-step, as
illustrated in Fig. 2. We describe how we create the underlying
stellar population contribution (Sect. 3.1) and how we isolate the
SFH of the ND (Sect. 3.2). In Sect. 3.3 we describe the details in
our data analysis and our criterion for obtaining the time of bar
formation. In Sect. 3.4 we test our methodology by applying it
to a simulated barred galaxy. y g
The first step is to define the representative region from
which we will extract the representative spectrum. This region
is chosen as a ring surrounding the ND – from now on referred
to as the ‘representative ring’. The representative ring is expected
to be as close as possible to the ND without being contami-
nated by its light. For galaxies hosting a ND, such as NGC 1433,
we take into consideration the stellar v/σ radial profile (Fig. 3). We define the inner radius of the representative ring as the first
minimum point outside the ND. That is the radius outside of
which we expect the light from the MD to start dominating and,
as expected, it is also the radius with the oldest mean age (see
Fig. 3). Nevertheless, we tested different positions for the repre-
sentative ring to assess the systematic error linked to this deci-
sion (see Appendix B.1). In addition, the representative ring has
a width of 2′′, so one does not expect strong age and flux gra-
dients inside of it. Nonetheless, we performed tests with widths
between 1′′ and 4′′ with little variation in the outcome. 2. Sample and data description In order to present the methodology we have developed – which
separates the light of NDs from the underlying population – we
select NGC 1433 for this pilot study, since it has a ND with
similar properties to most NDs in the TIMER sample (e.g.,
Gadotti et al. 2020; Bittner et al. 2020 – which will be future tar-
gets of study). Also, we ensure that our methodology does not
produce artificial bar ages for unbarred galaxies by applying it
to two control bar-less galaxies: NGC 1380 and NGC 1084 (see
Appendix A). Buta et al. (2015) classified NGC 1433 morphologically as
strongly barred with a nuclear ring/lens and a nuclear bar. In
addition, the galaxy is at a distance of 10 Mpc, has an inclina-
tion of 34◦, and stellar mass of 2 × 1010 M⊙(see references in
Gadotti et al. 2019). Following Gadotti et al. (2020), the radius
of the ND is defined as the peak in the v/σ radial profile, which
is 440 pc (see Fig. 3). We used data from the TIMER project:
the observations were carried out using the MUSE instrument
at the European Southern Observatory Very Large Telescope One of the immediate effects that follow bar formation – and
the ensuing onset of tangential forces in the disc – is the gas
inflow to the central parts of the galaxy. This gas inflow builds
the rotation-supported structures known as NDs, which are com- A8, page 2 of 17 C. de Sá-Freitas et al.: A&A 671, A8 (2023) the data analysis pipeline (DAP) from the PHANGS-MUSE sur-
vey (Emsellem et al. 2022) for the original data cube, deriving
kinematic and line emission properties. DAP is a module-based
pipeline based on the Galaxy IFU Spectroscopy Tool (GIST;
Bittner et al. 2019) able to extract properties from data cubes
such as kinematic information, emission lines fluxes and more. For the emission lines fitting, DAP uses pPXF (Cappellari 2012),
considering emission lines as extra gaussian elements added
to the stellar continuum. We measured the kinematic maps for
Voronoi-binned (Cappellari & Copin 2003) data with signal to
noise of 100 and emission lines spaxel-by-spaxel, between the
wavelengths 4800 and 7000 Å, employing the E-MILES simple
stellar population (SSP) model library (Vazdekis et al. 2016) to
remove the stellar continuum. From the results, we have kine-
matic properties such as stellar velocity and velocity dispersion
and emission line fluxes. 2. Sample and data description Applying the kinematic information,
we shift all spectra to have a final velocity of v = 0 km s−1,
accounting for both the galaxy recession velocity and internal
kinematics. In addition, we also convolved the original data to
ensure that every spectra has σ = σmax, where the latter is the
highest velocity dispersion in the central region of the origi-
nal data cube. For NGC 1433, σmax is 122 km s−1. We point out
that we verified that the convolved data and the original data
result in the same stellar population, so such a procedure does
not affect our results. Our aim in doing so is to ensure we do
not create artificial wings or artificial emission/absorption lines
when subtracting the spectra (see below). Once the original data
were shifted to v = 0 km s−1 and σ = σmax km s−1, we built our
underlying MD. (ESO-VLT), in Period 97, from 2016 March to October, in Wide
Field Mode. Considering the point spread function full width
at half maximum, the spatial resolution of these observations is
about 50 pc. Further details on the observations and data reduc-
tion can be found in Gadotti et al. (2019). (ESO-VLT), in Period 97, from 2016 March to October, in Wide
Field Mode. Considering the point spread function full width
at half maximum, the spatial resolution of these observations is
about 50 pc. Further details on the observations and data reduc-
tion can be found in Gadotti et al. (2019). (
)
In Fig. 1 we display colour composites of our target along
with maps of stellar kinematics and population properties: stel-
lar velocity and velocity dispersion, the higher-order moments
of the line of sight velocity distribution h3 and h4, stellar age,
metallicity, and α enhancement, which were produced apply-
ing the GIST pipeline (Bittner et al. 2019) to the TIMER MUSE
data (more details on the following section). One can see that
NGC 1433 has clear signatures of a ND, that is, a rapidly rotat-
ing structure detached from the MD and coincident with a drop
in velocity dispersion and mean ages. In addition, it also shows
an anti-correlation between velocity and h3, and an increase in
h4, as expected for NDs. These results are all in agreement with
the findings in Gadotti et al. (2020) and Bittner et al. (2020),
respectively. 3.1. Building the underlying population contribution and
disentangling the nuclear disc light We normalised each spectra to r =
0 pc, assuming that the disc light profile follows the exponential
function I(r) = I0 × e−r/h,
(1) I(r) = I0 × e−r/h, (1) where h is the disc scale-length, r is the distance of a given
spaxel from the centre (corrected for inclination effects), and
I0 is the flux at r = 0 pc. The value of h taken for NGC 1433
comes from Salo et al. (2015) and is 3100 pc. Considering we
have I(r) for each spaxel in the representative ring, we divided Before building the MD, we treated the original data cube,
taking the kinematic properties into consideration. We first used A8, page 3 of 17 A8, page 3 of 17 C. de Sá-Freitas et al.: A&A 671, A8 (2023) ata and derived maps: The top two images are the colour composites of NGC 1433 from the Carnegie-Irvin
2011) and TIMER (top right; Gadotti et al. 2019). Below are maps that show (from left to right and top to b
ulation properties derived from the TIMER data using GIST: stellar velocity velocity dispersion h3 h4 age m ig. 1. NGC1433 data and derived maps: The top two images are the colour composites of NGC 1433 from the Carnegie-Irvine Galaxy Survey
op left; Ho et al. 2011) and TIMER (top right; Gadotti et al. 2019). Below are maps that show (from left to right and top to bottom) the stellar
inematics and population properties derived from the TIMER data using GIST: stellar velocity, velocity dispersion, h3, h4, age, metallicity, and α
nhancement. The ND radius is shown with a solid black contour and displays a faster rotation, a drop in velocity dispersion, an anti-correlation
etween velocity and h3, and an increase in h4. In addition, the same region corresponds to a drop in mean age and α enhancement and an increase
n metallicity. It is clear that NGC 1433 hosts a younger ND with more rotational support in the central region than the underlying population, in
greement with Gadotti et al. (2020) and Bittner et al. (2020). Fig. 1. NGC1433 data and derived maps: The top two images are the colour composites of NGC 1433 from the Carnegie-Irvine Galaxy Survey
(top left; Ho et al. 2011) and TIMER (top right; Gadotti et al. 2019). 3.1. Building the underlying population contribution and
disentangling the nuclear disc light In
light of this, we tested the implications of assuming an exponen-
tial profile in Appendix B.2, by applying the same methodology
to a flat light profile MD. We show that the choice of a profile
for the main underlying population does not affect the results
noticeably. Next, we subtracted the reconstructed MD from the original
data. As mentioned, in order to prevent the creation of artificial
wings from the subtraction, we also used the original data con-
volved and shifted to v = 0 km s−1 and σ = σmax km s−1. With
that, we can disentangle our original data into the MD and the
ND data cubes, as exemplified in Fig. 5. Lastly, we collapse each
data cube into a single mean spectra, deriving SFHs for each
one. To assure that the collapsed spectra is the correct descrip-
tion of the central region for the three data cubes, we masked
contributions from the AGN in the centre. Using the BPT clas-
sification (with AON ≥20) together with the light radial profile
(Fig. 4, right), we delimited a central region to be masked of
around 140 pc (15 spaxels), since it is dominated by AGN emis-
sion and can contaminate the total flux of the ND. Nuclear Disc radius
Representative ring Fig. 3. v/σ radial profile, displayed in dashed red contours (values in
the left-axis), and light-weighted average age, in solid blue contours
(values in the right axis) for NGC 1433. We display the median values
together with the first and third quartiles. The vertical dotted black line
marks the ND radius and the hatched area the representative ring. Note
that the representative ring is placed in the first v/σ minimum outside
the ND, which matches the oldest mean age. Fig. 3. v/σ radial profile, displayed in dashed red contours (values in
the left-axis), and light-weighted average age, in solid blue contours
(values in the right axis) for NGC 1433. We display the median values
together with the first and third quartiles. The vertical dotted black line
marks the ND radius and the hatched area the representative ring. Note
that the representative ring is placed in the first v/σ minimum outside
the ND, which matches the oldest mean age. Due to the high quality of the TIMER data (Gadotti et al. 2019), the decision to collapse the data cube is not motivated by
the increase of signal-to-noise ratio. 3.1. Building the underlying population contribution and
disentangling the nuclear disc light Nuclear Disc
(ND)
MUSE
Original
Main Disc
(MD)
Representative
ring Representative ring close to
the nuclear disc, with an inner
radius in (v/σ)min
Construction of main disc with
exponential light profile
Spaxel-by-spaxel kinematic
corrections, with final velocity
of
and velocity
dispersion of
v = 0
σ = σmax
Individual star formation
histories
Collapse of data-cubes into
single spectra Representative
ring Individual star formation
histories Fig. 2. Illustration of the methodology described in Sect. 3 for a galaxy that hosts a ND. In the top left we highlight the field of view from MUSE
in the centre of the galaxy and the position of the representative region just outside the ND. The position of the representative ring is chosen taking
the v/σ radial profile into consideration. From it we derive the representative spectrum used to build the MD. In the bottom left we display the
output from the light disentangling: the original data cube (red), the ND data cube (blue), and the representative MD data cube (green). All three
data cubes have spaxels corrected to v = 0 km s−1 and σ = σmax km s−1. Lastly, we collapse each data cube into a mean spectrum (as illustrated)
and derive SFHs for each one. The steps in our methodology are described to the right. 0
500
1000
1500
R [pc]
0.0
0.5
1.0
1.5
2.0
V/
NGC1433
Nuclear Disc radius
Representative ring
4
6
8
Age [Gyrs]
Fig. 3. v/σ radial profile, displayed in dashed red contours (values in
the left-axis), and light-weighted average age, in solid blue contours
(values in the right axis) for NGC 1433. We display the median values
together with the first and third quartiles. The vertical dotted black line
marks the ND radius and the hatched area the representative ring. Note
that the representative ring is placed in the first v/σ minimum outside
the ND, which matches the oldest mean age. we extrapolated the representative spectrum back to a range of
radii, again taking an exponential light profile into account for
the MD. Although the MD is often described with an expo-
nential light profile, recent studies show that discs may not fol-
low an exponential light profile all the way to the centre (e.g.,
Zhu et al. 2018; Breda et al. 2020; Papaderos et al. 2022). 3.1. Building the underlying population contribution and
disentangling the nuclear disc light Below are maps that show (from left to right and top to bottom) the stellar
kinematics and population properties derived from the TIMER data using GIST: stellar velocity, velocity dispersion, h3, h4, age, metallicity, and α
enhancement. The ND radius is shown with a solid black contour and displays a faster rotation, a drop in velocity dispersion, an anti-correlation
between velocity and h3, and an increase in h4. In addition, the same region corresponds to a drop in mean age and α enhancement and an increase
in metallicity. It is clear that NGC 1433 hosts a younger ND with more rotational support in the central region than the underlying population, in
agreement with Gadotti et al. (2020) and Bittner et al. (2020). A8, page 4 of 17 C. de Sá-Freitas et al.: A&A 671, A8 (2023) Nuclear Disc
(ND)
MUSE
Original
Main Disc
(MD)
Representative ring close to
the nuclear disc, with an inner
radius in (v/σ)min
Construction of main disc with
exponential light profile
Spaxel-by-spaxel kinematic
corrections, with final velocity
of
and velocity
dispersion of
v = 0
σ = σmax
Individual star formation
histories
Collapse of data-cubes into
single spectra
Representative
ring
Fig. 2. Illustration of the methodology described in Sect. 3 for a galaxy that hosts a ND. In the top left we highlight the field of view from MUSE
in the centre of the galaxy and the position of the representative region just outside the ND. The position of the representative ring is chosen taking
the v/σ radial profile into consideration. From it we derive the representative spectrum used to build the MD. In the bottom left we display the
output from the light disentangling: the original data cube (red), the ND data cube (blue), and the representative MD data cube (green). All three
data cubes have spaxels corrected to v = 0 km s−1 and σ = σmax km s−1. Lastly, we collapse each data cube into a mean spectrum (as illustrated)
and derive SFHs for each one. The steps in our methodology are described to the right. 1 http://research.iac.es/proyecto/miles/pages/
predicted-masses-and-photometric-observables-
based-on-photometric-libraries.php 3.2. Deriving star formation histories and mass assembly Foreachcollapsedspectrum–MUSEoriginal,MD,andcleanND
data – we ran the GIST pipeline (Bittner et al. 2019) to derive stel-
lar population properties and SFHs. To guarantee consistency in
our analysis with previous TIMER work, we used the same GIST
configuration as in Bittner et al. (2020). Firstly, GIST employs
an un-regularised run of pPXF (Cappellari & Emsellem 2004;
Cappellari 2017) to derive stellar kinematic properties. We also
include a low-order multiplicative Legendre polynomial in the fit
to account for small differences between the shape of the con-
tinuum templates and the observed spectra. Next, GIST employs 3.1. Building the underlying population contribution and
disentangling the nuclear disc light pyGandALF (see Bittner et al. 2019) to model emission lines as
Gaussians, simultaneously fitting the stellar continuum while the
stellar kinematics remains fixed from the previous step. With
this, we obtain the emission-subtracted spectra. Lastly, GIST per-
forms a regularised pPXF run in the emission-subtracted spectra,
inordertofitacombinationofstellarpopulationsandderive mean
properties. Since metallicity and stellar velocity dispersion can
both be responsible for absorption line broadening, causing pos-
sible degeneracies (e.g., Sanchez-Blazquez et al. 2011), we keep
the stellar kinematics fixed from previous steps. In addition, to
account for extinction and continuum mismatch effects, we apply
an eighth-order multiplicative Legendre polynomial in the fit. For
the last step, we employ the MILES library (Vazdekis et al. 2015),
light-weighted, with [M/Fe] between −1 and +0.4, ages in the
range 0.03–14 Gyr, and [α/Fe] enhancements of +0.0 and +0.4. Lastly, we use the regularisation error value of 0.15 derived for
TIMER data by Bittner et al. (2020). As described in Cappellari
(2017), the regularisation of the SFHs allows one to derive the
smoothest and still physically meaningful result. To assess how
much our final bar age relies on the regularisation error, we tested
different values in Appendix B.4. For further details on the data
analyses, we refer the reader to previous TIMER papers (e.g.,
Bittner et al. 2020). pyGandALF (see Bittner et al. 2019) to model emission lines as
Gaussians, simultaneously fitting the stellar continuum while the
stellar kinematics remains fixed from the previous step. With
this, we obtain the emission-subtracted spectra. Lastly, GIST per-
forms a regularised pPXF run in the emission-subtracted spectra,
inordertofitacombinationofstellarpopulationsandderive mean
properties. Since metallicity and stellar velocity dispersion can
both be responsible for absorption line broadening, causing pos-
sible degeneracies (e.g., Sanchez-Blazquez et al. 2011), we keep
the stellar kinematics fixed from previous steps. In addition, to
account for extinction and continuum mismatch effects, we apply
an eighth-order multiplicative Legendre polynomial in the fit. For
the last step, we employ the MILES library (Vazdekis et al. 2015),
light-weighted, with [M/Fe] between −1 and +0.4, ages in the
range 0.03–14 Gyr, and [α/Fe] enhancements of +0.0 and +0.4. Lastly, we use the regularisation error value of 0.15 derived for
TIMER data by Bittner et al. (2020). As described in Cappellari
(2017), the regularisation of the SFHs allows one to derive the
smoothest and still physically meaningful result. NGC1433 -8
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Flux [erg/s/cm2] Fig. 5. Illustration of different data products derived from the method- Fig. 5. Illustration of different data products derived from the method-
ology described in Sect. 3. We display the sum of the original MUSE
fluxes between 4800 and 5800 Å (top row), and the derived representa-
tive MD (bottom row, left) and the ND data (bottom row, right), which
is the result of subtracting the representative MD from the original data
cube. For the representative MD, it is possible to notice the exponen-
tial increase in flux towards the centre. All data cubes were masked for
AGN contributions with AON ≥20. pPXF also estimates different weights for SSPs with different
ages, allowing us to build a non-parametric SFH. Each weight
represents the fraction of the light formed in the different SSPs. In order to convert the light-weighted SFHs to mass-weighted
SFHs, we consider the distance to the galaxy to derive the intrin-
sic luminosity. We then use the mass-to-light ratios1 predicted
from the BaSTI isochrones (Pietrinferni et al. 2004, 2006, 2009,
2013) to convert luminosity into stellar mass. The mass-to-light
ratios assume a Kroupa revised initial mass function (Kroupa
2001), and the MILES template library (Vazdekis et al. 2015)
with [α/Fe] enhancements of +0.0 and +0.4. These mass-to-light
ratios depend on the age, metallicity and [α/Fe] enhancement
that best describe the observed data, and account for both stellar
and remnants masses. non-collapsed data cube and the bar age is not strongly affected
(see Appendix B.3). 3.1. Building the underlying population contribution and
disentangling the nuclear disc light Instead, we collapse the data
cube to save computational time and guarantee low statistical
errors. Nevertheless, we applied the same methodology for the it by e−r/h, extrapolating the observed flux to the centre of the
galaxy. We derived the representative spectrum as the mean flux
per wavelength of all spectra from the representative ring with
v = 0 km s−1, σ = σmax km s−1 and the corresponding flux
at r = 0 pc. Finally, to re-construct a data cube of the MD, A8, page 5 of 17 A8, page 5 of 17 C. de Sá-Freitas et al.: A&A 671, A8 (2023) Fig. 4. NGC1433 BPT classification: Left: BPT diagram (Baldwin et al. 1981) classification of each spaxel for the ND in NGC 1433. The BPT
classification is continued in the middle and right panels, which display the physical position of the different spaxels and the light radial profile,
respectively. We also display the radius of the inner mask dominated by AGN contributions (dotted contours), the radius of the ND (solid contours),
and the representative ring (dashed contours). Fig. 4. NGC1433 BPT classification: Left: BPT diagram (Baldwin et al. 1981) classification of each spaxel for the ND in NGC 1433. The BPT
classification is continued in the middle and right panels, which display the physical position of the different spaxels and the light radial profile,
respectively. We also display the radius of the inner mask dominated by AGN contributions (dotted contours), the radius of the ND (solid contours),
and the representative ring (dashed contours). -8
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8
[arcsec]
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8
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0
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Flux [erg/s/cm2]
NGC1433
Fig. 5. Illustration of different data products derived from the method-
ology described in Sect. 3. We display the sum of the original MUSE
fluxes between 4800 and 5800 Å (top row), and the derived representa-
tive MD (bottom row, left) and the ND data (bottom row, right), which
is the result of subtracting the representative MD from the original data
cube. For the representative MD, it is possible to notice the exponen-
tial increase in flux towards the centre. All data cubes were masked for
AGN contributions with AON ≥20. A8, page 6 of 17 3.1. Building the underlying population contribution and
disentangling the nuclear disc light To assess how
much our final bar age relies on the regularisation error, we tested
different values in Appendix B.4. For further details on the data
analyses, we refer the reader to previous TIMER papers (e.g.,
Bittner et al. 2020). 3.3. Age-dating bar formation c: age map of all the stars in the simulated galaxy. The grey box shows the inset that is represented in panel d. d: zoomed-in view around the ND region. The inner and outer dashed lines denote
the region used to obtain the SFH of the ‘representative disc region’. The solid black line denotes the radius within which the SFH of the ND is
estimated. The scatter points indicate the locations of the pixels used for deriving the SFHs in panel e. The points are colour-coded by the mean
age in the pixel. e: the top panel shows the SFHs of the original ND region (solid red), of the representative SFH of the MD (dot-dashed green),
and of the ND with the representative SFH subtracted (dashed blue). The bottom panel shows the ratio of the subtracted SFH to the representative
SFH. The vertical orange line indicates the time of bar formation in the simulation (3 Gyr), and the vertical dashed line indicates the time at which
ND/MD is above 1 (3.3 Gyr). the evolution of barred galaxies; Fragkoudi & Bieri, in prep.). The simulation has two collisionless components (a stellar disc
and a dark matter halo) and a collisional component (gaseous
disc), which is able to form stars that subsequently return mass,
energy, and metals to the interstellar medium via supernova feed-
back. We refer the reader to Appendix C for technical details of
the simulation. original SFH characterised by an older star formation event fol-
lowed by a later burst. Once we are able to disentangle the MD
and the ND, we can expect the former’s SFH to map the oldest
star formation event and the latter’s to map the youngest burst. p
y
g
If we could perfectly disentangle the light of the ND from the
underlying MD, one could simply use the first peak in the ND
SFH as the formation time of the ND and, consequently, the bar. However, due to gradients in the stellar population properties, the
region around the ND that we use to obtain the SFH of the MD
might not be identical to the real SFH of the main underlying
disc within the ND region. Thus, it might not fully remove the
contamination of the MD from the ND light. With that in mind,
and by testing our methodology on N-body+hydrodynamic sim-
ulations (see Sect. 2 In practice, this is done by sampling from Gaussian distributions at
each radius, with a decreasing mean value for the age. 3.3. Age-dating bar formation Considering the scenario in which the ND is formed from a late
gas inflow due to the bar, in an ideal case, one could expect the A8, page 6 of 17 a C. de Sá-Freitas et al.: A&A 671, A8 (2023) c
d a
b
c
d
e
Fig. 6. Testing the methodology using hydrodynamic simulations. a: face-on projection of the gas temperature. The dust lanes on the leading edge
of the bar and the gaseous ND are clearly visible as low temperature regions. b: kinematic map showing the velocity of stars in the y direction
with stellar isodensity contours over plotted, which outline the shape of the bar (note the different scale compared to panel a). A highly rotating
stellar component in the central kiloparsec (i.e. the ND) is clearly evident in the kinematic map. c: age map of all the stars in the simulated galaxy. The grey box shows the inset that is represented in panel d. d: zoomed-in view around the ND region. The inner and outer dashed lines denote
the region used to obtain the SFH of the ‘representative disc region’. The solid black line denotes the radius within which the SFH of the ND is
estimated. The scatter points indicate the locations of the pixels used for deriving the SFHs in panel e. The points are colour-coded by the mean
age in the pixel. e: the top panel shows the SFHs of the original ND region (solid red), of the representative SFH of the MD (dot-dashed green),
and of the ND with the representative SFH subtracted (dashed blue). The bottom panel shows the ratio of the subtracted SFH to the representative
SFH. The vertical orange line indicates the time of bar formation in the simulation (3 Gyr), and the vertical dashed line indicates the time at which
ND/MD is above 1 (3.3 Gyr). e e b d Fig. 6. Testing the methodology using hydrodynamic simulations. a: face-on projection of the gas temperature. The dust lanes on the leading edge
of the bar and the gaseous ND are clearly visible as low temperature regions. b: kinematic map showing the velocity of stars in the y direction
with stellar isodensity contours over plotted, which outline the shape of the bar (note the different scale compared to panel a). A highly rotating
stellar component in the central kiloparsec (i.e. the ND) is clearly evident in the kinematic map. 3.3. Age-dating bar formation 3.4), we employed a criterion to time the bar
formation epoch as the moment when the ND dominates the star
formation, as a signature of the bar bringing gas towards the cen-
tre. That corresponds to the first time in which the ratio between
the star formation in the ND and that in the MD, ND/MD, rises
above 1, with a positive slope towards younger ages. In order to
verify whether this is a reliable criterion, we test our method-
ology using an N-body+hydrodynamic simulation of a barred
galaxy below. The simulation is evolved for a total of 3.3 Gyr. The axisym-
metric stellar disc that is in place at the start of the simulation
(which we refer to as the ‘old stellar component’) rapidly forms
a bar after ∼0.3 Gyr (we define the bar as being fully formed
when the m = 2 Fourier mode of the surface density, A2 > 0.3). During and after the formation of the bar, gas piles up at the lead-
ing edges of the bar, where it shocks, loses angular momentum,
and is funnelled to the centre, where it forms a dense gaseous ND
(see panel (a) of Fig. 6), which proceeds to form stars. These new
stars – formed out of gas pushed to the centre by the bar – form
a highly rotating stellar ND (see panel (b) of Fig. 6), whose size
is set by the bar orbits in the inner regions (see Athanassoula
1992b), similar to those observed in the local barred galaxies
(e.g., Gadotti et al. 2020). We highlight that, while the new stars formed out of the gas
have self-consistent ages – according to when they are formed
in the simulation, the old stellar component can have any SFH
we assign to it. In order to model the age gradient often found
in galaxies, we assigned ages to the old stellar component at the
initial snapshot such that a negative age gradient was obtained2
(i.e. with older stars in the centre and younger stars at the edge of 3.4. Testing the method using hydrodynamic simulations The lines are the SFHs derived from the
data, while the shaded regions are results from 100 Monte Carlo runs. In the bottom panel we display ND/MD in black, and highlighted with
an orange circle is the age where ND/MD rises above one for the first
time, together with the statistical uncertainty: +0.2
−0.5(stat) Gyr. that best fits the observed spectra and can be understood as a
‘look-back time’ (i.e. t = 0 is the present time). We measure the bar formation epoch of NGC 1433 to occur
7.5+1.6
−1.1(sys)+0.2
−0.5(stat) Gyrs ago, corresponding to a redshift of
z ≈1. In order to quantify the statistical error of the method-
ology, we perform 100 Monte Carlo runs for each of the col-
lapsed spectra (original data, ND data and representative spectra)
to derive variations on the bar age. We use the noise information
to sample a distribution of fluxes for each wavelength, creating
100 artificial spectra. We then run pPXF on each of these spec-
tra, to obtain the different SFHs and the subsequent bar ages. This is shown in Fig. 7 as the shaded area of each SFH. From it,
we derive a statistical uncertainty corresponding to +0.2
−0.5(stat) Gyr. The statistical error is subdominant, since, by collapsing the data
cubes into single spectra, we achieve signal-to-noise values over
2000. To further quantify uncertainties in the derived bar age,
which can be introduced due to various aspects of the methodol-
ogy, we perform multiple tests with different configurations (see
Appendix B): different locations for the representative ring, dif-
ferent light profiles to describe the increase in density of the main
underlying population towards the centre, and different regular-
isation errors for the pPXF run that results in the derivation of
the SFHs. From these tests, we find that there is a systematic
uncertainty in our measurements of the bar age of the order of
+1.6
−1.1(sys) Gyr, which we quote in addition to our statistical errors. p
p
y
g
g
As can be seen from panel (e) of Fig. 6, this method allows
us to recover the time at which the bar formed (which in the
simulation occurs at tlookback ∼3 Gyr), which is marked with
the vertical solid orange line, while the ratio of the ND over the
representative MD SFH (ND/MD) gives a bar age of tlookback =
3.3 Gyr. 3.4. Testing the method using hydrodynamic simulations In order to test the robustness of the methodology developed
here and some of the assumptions employed, we used an
N-body and hydrodynamic simulation of an isolated Milky-Way-
like disc galaxy, which forms a bar and a ND self-consistently
(the simulation is part of a suite of models developed to study A8, page 7 of 17 C. de Sá-Freitas et al.: A&A 671, A8 (2023) the disc). This old underlying population, together with the new
stars formed out of the gas in the simulation, give rise to the age
map of the galaxy at the end of the simulation shown in panel (c)
of Fig. 6. 0
5
10
15
103 M
NGC1433 - 440 pc
MUSE Original
Nuclear Disc (ND)
Main Disc (MD)
0
5
10
14
Age [Gyrs]
10
4
10
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102
ND / MD
bar Age: 7.5 Gyrs 0
5
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15
103 M
NGC1433 - 440 pc
MUSE Original
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Main Disc (MD)
0
5
10
14
Age [Gyrs]
10
4
10
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102
ND / MD
bar Age: 7.5 Gyrs
Fig. 7. Mass-weighted SFHs for NGC 1433 from collapsed spectra of
the MUSE original data, ND data, and representative MD data, as illus-
trated in Fig. 2. The y-axis corresponds to the mass formed, in solar
masses, for each age bin and the x-axis to the age in Gyr, that is, the
look-back time. The original data are shown with a solid red line, the
subtracted data with a dashed blue line, and the representative spectrum
with the dot-dashed green line. The lines are the SFHs derived from the
data, while the shaded regions are results from 100 Monte Carlo runs. In the bottom panel we display ND/MD in black, and highlighted with
an orange circle is the age where ND/MD rises above one for the first
time, together with the statistical uncertainty: +0.2
−0.5(stat) Gyr. g
We can now extract the SFH for a given ‘pixel’ in the ND
region – as we do in the observations – which will contain stars
born from gas pushed to the centre by the bar, as well as old
stars that were present before the bar formed. We also extract the
SFH for pixels in the region just outside the ND, which give us
the representative SFH of the underlying main stellar disc (MD). 3.4. Testing the method using hydrodynamic simulations Therefore, as in the methodology used for the observations, we
can extract the SFH of both the ND region and the MD. We then
subtract the SFH of the MD from the SFH in the ND region, in
order to obtain the SFH of the ‘clean’ ND itself. These SFHs are
shown in panel (e) of Fig. 6, with solid red for the original total
SFH within the ND region, dot-dashed green for the SFH of the
main underlying disc, and dashed blue lines for the clean ND
SFH. This can be compared to the ‘true’ SFHs of the ND and
MD, which are shown in the left panel of Fig. C.1. p
g
We find that due to the age gradient in the underlying disc as
well as the gradient in the light profile, there can be a contami-
nation of the ‘old component’ in the subtracted ND SFH, which
cannot be fully removed by subtracting the underlying MD (see
Fig. C.1, where we show how assuming a negative age gradient
versus a flat age gradient affects the methodology). The extent to
which there is ‘contamination’ by the oldest stars in the ND will
depend on both how steep the age gradient is, and on the location
of the ring used to obtain the SFH of the MD (see also Fig. C.2). This indicates that we cannot simply use the oldest peak in the
subtracted SFH (ND) in order to obtain the time at which the
ND formed, but we rather should use the comparison between
the subtracted ND and the representative SFH of the MD (i.e. ND/MD). In practice, this is the time when the SFH of the ND
increases above that of the MD (i.e. when ND/MD rises above
1), with a positive slope towards younger ages. Fig. 7. Mass-weighted SFHs for NGC 1433 from collapsed spectra of
the MUSE original data, ND data, and representative MD data, as illus-
trated in Fig. 2. The y-axis corresponds to the mass formed, in solar
masses, for each age bin and the x-axis to the age in Gyr, that is, the
look-back time. The original data are shown with a solid red line, the
subtracted data with a dashed blue line, and the representative spectrum
with the dot-dashed green line. 3.4. Testing the method using hydrodynamic simulations Therefore, we find that, even with the contamination of
older ages in the subtracted spectrum, we can recover the time of
bar formation, as the first time at which ND/MD rises above one,
with an accuracy that will depend on the width of the age bins
in the SFHs. The main limitation in obtaining the bar age using
this methodology therefore stems from uncertainties in deriving
stellar ages – and therefore the SFH – which are typically of the
order of ∼1 Gyr (see e.g., Bittner et al. 2020). 5.1. The old bar in NGC 1433 where Σ0 is the mass density at the centre and h is the disc
scale-length. Using the mass of the underlying MD within
the ND radius, we measure the mass density as 512 M⊙pc−2. This value gives the extrapolated mass for the entire galaxy of
2.74 × 1010 M⊙, which is consistent with the total stellar mass of
2×1010 M⊙derived by Muñoz-Mateos et al. (2015), considering
the uncertainties involved. This indicates that our measurements
for the total stellar mass of the ND and the underlying main pop-
ulation are reliable. In addition, this also shows that the method-
ology described above to disentangle the light of the nuclear and
underlying discs is trustworthy. Interestingly, our mass estimates
indicate that the ND dominates the stellar mass budget in the
central region, with the ND being ∼40% more massive than the
underlying MD in the same region. y p
As the bar evolves, the shape of its light profile may change. Kim et al. (2015) suggested that the bar Sérsic index (nbar)
evolves from an exponential (nbar ≈1−2) to a flat (nbar ≈0.2)
profile (but see also Anderson et al. 2022). They also measured
nbar for 144 local galaxies from the S4G sample and found that
the oldest bars have a nbar index close to 0.2. In addition, sim-
ulations demonstrate that, as the bar grows older, it becomes
more elongated and stronger (e.g., Athanassoula et al. 2013),
which can be measured by the bar length, Rbar, and the A2 index. The latter is the second component of the Fourier light/mass
distribution in the galaxy and is associated with the bar non-
axisymmetry. Lastly, the bar-to-total (Bar/T) luminosity ratio
also increases as the bar grows longer and more massive, and
the bar morphology evolves to a more rectangular or boxy shape
(e.g., Kim et al. 2015). The bar morphology is measured by the
index c, where c = 2.0 represents a perfect ellipse and c ≥2.7
a strongly boxy bar (see Gadotti 2011). In summary, an old bar
is expected to have a flat light profile (nbar ≤0.7), high strength
(A2 ≥0.4), a strongly boxy shape (c ≥2.7), relatively large
bar-to-total ratio (Bar/T ≥0.09) and bar length normalised by
the disc scale-length Rbar/h ≥1.5. 4. Results After following the methodology to disentangle SFHs described
in Sect. 3, we present our results for our pilot study galaxy,
NGC 1433. We remind the reader that the chosen criterion
to time bar formation epoch is the first moment when the
ratio ND/MD increases above 1 with positive slope towards
younger ages. 1.1 From the SFHs, we can derive estimates of the total stel-
lar mass in the isolated ND and the underlying MD within the
ND radius, by summing the mass formed through time fol-
lowing each curve. However, if NGC 1433 has significant age
gradients within the central kiloparsec, the very oldest popu-
lation in the underlying disc may still be partly present in the
isolated ND, as discussed above. Therefore, these would be, Figure 7 shows our main results: the mass of stars formed
with different age bins of the stellar templates – analogous to
SFHs – for the MUSE original (solid-red line and contour), the
MD (dot dashed green line) and the ND (dashed blue line and
contour) for NGC 1433, together with the ratio ND/MD in the
bottom panel. The age is related to the SSP template combination A8, page 8 of 17 C. de Sá-Freitas et al.: A&A 671, A8 (2023) 0
5
10
Age [Gyrs]
0.00
0.05
0.10
0.15
fraction of mass
Original data
0
5
10
Age [Gyrs]
Nuclear disc data
0
82
164
246
328
411
r [pc]
Fig. 8. SFHs for NGC 1433 in different galactocentric radii for the original data (left) and the ND data (right). In the y-axis we display the fraction
of mass formed. In the upper part of each panel we use arrows to display the mean age for each SFH, following the same colour coding with
respect to the distance to the centre. For both data cubes, it is clear that the farther from the centre, the younger the SFH is (with the exception of
the last curve), meaning that the fraction of younger stars increases. This is shown even more strikingly with the subtracted data cube: it is clear
that the outskirts of the ND are in fact younger, in accordance with the inside-out growth scenario of Bittner et al. (2019). 0
5
10
Age [Gyrs]
Nuclear disc data
0
82
164
246
328
411
r [pc] 0
5
10
Age [Gyrs]
0.00
0.05
0.10
0.15
fraction of mass
Original data Fig. 8. 5.1. The old bar in NGC 1433 Apart from A2, these val-
ues are the median values of the corresponding distributions In addition, we analyse the SFH in different radial bins inside
the ND region for the original data (left panel) and the ND
cleaned data (right panel; Fig. 8). At the top of each panel we dis-
play the mean age for each radius, colour-coded according to dis-
tance from the centre. As one can see for the cleaned ND results,
the SFH and the mean ages gradually get younger at larger radii,
in agreement with the inside-out growth scenario (Bittner et al. 2020). We discuss the implications of these findings further in
Sect. 5.2. 4. Results SFHs for NGC 1433 in different galactocentric radii for the original data (left) and the ND data (right). In the y-axis we display the fraction
of mass formed. In the upper part of each panel we use arrows to display the mean age for each SFH, following the same colour coding with
respect to the distance to the centre. For both data cubes, it is clear that the farther from the centre, the younger the SFH is (with the exception of
the last curve), meaning that the fraction of younger stars increases. This is shown even more strikingly with the subtracted data cube: it is clear
that the outskirts of the ND are in fact younger, in accordance with the inside-out growth scenario of Bittner et al. (2019). 5.1. The old bar in NGC 1433 respectively, an upper limit to the mass of the ND, and a lower
limit to the mass of the underlying population within the ND
region. For NGC 1433, we measure the underlying MD mass
within the ND radius as 2.95 × 108 M⊙and the ‘cleaned’ ND
mass as 4.05 × 108 M⊙. To explore whether these values are in
agreement with the literature, we extrapolate the underlying MD
mass to obtain the total mass of the galaxy assuming an expo-
nential function, following Eq. (2): Applying the methodology described in Sect. 3 and considering
our chosen criterion, we find a bar age of 7.5+1.6
−1.1(sys)+0.2
−0.5(stat) Gyr
for NGC 1433, which hosts a ND with a radius of 440 pc (e.g.,
Gadotti et al. 2019; Bittner et al. 2020). This corresponds to a red-
shift z ≈1 and is consistent with other observational studies, such
as Simmons et al. (2014), who also find massive galaxies with
bars at z ≈2. In addition, Gadotti et al. (2015) and Pérez et al. (2017)alsoinferredsimilarbaragesforotherlocalgalaxies,using
independent methodologies. Furthermore, this is comparable to
predictions from cosmological simulations, which also find bars
that form between redshifts 1 −2 and that survive down to z = 0
(e.g., Kraljic et al. 2012; Fragkoudi et al. 2020). Our results indi-
cate that NGC 1433 hosts an old and long-lived bar, which is in
accordance with several observed characteristics of this galaxy
and our current understanding of bar formation and bar-driven
evolutionary processes. Mh = 2π
Z ∞
0
Σ(r)rdr = 2πΣ0h2,
(2) (2) where Σ0 is the mass density at the centre and h is the disc
scale-length. Using the mass of the underlying MD within
the ND radius, we measure the mass density as 512 M⊙pc−2. This value gives the extrapolated mass for the entire galaxy of
2.74 × 1010 M⊙, which is consistent with the total stellar mass of
2×1010 M⊙derived by Muñoz-Mateos et al. (2015), considering
the uncertainties involved. This indicates that our measurements
for the total stellar mass of the ND and the underlying main pop-
ulation are reliable. In addition, this also shows that the method-
ology described above to disentangle the light of the nuclear and
underlying discs is trustworthy. Interestingly, our mass estimates
indicate that the ND dominates the stellar mass budget in the
central region, with the ND being ∼40% more massive than the
underlying MD in the same region. 5. Discussion In this section we discuss the results from applying our method-
ology to the galaxy NGC 1433 and what they reveal about the
formation and evolution of bars and NDs. A8, page 9 of 17 A8, page 9 of 17 C. de Sá-Freitas et al.: A&A 671, A8 (2023) as found in Gadotti (2011) for a sample of about 300 massive
barred galaxies. sistent with the inside-out growth picture for NDs. This high-
lights how inner structures such as NDs might be assembled in
a self-similar way to the corresponding larger-scale structure of
the MD. NGC 1433 has nbar = 0.3, A2 = 0.56, a deprojected, nor-
malised bar length of 1.2, a boxy shape with c = 2.9, and lastly,
a Bar/T = 0.08 (see Kim et al. 2014; Díaz-García et al. 2016). Most of these characteristics are consistent with the expecta-
tion of an old bar, also in accordance with our bar age esti-
mate of 7.5+1.6
−1.1(sys)+0.2
−0.5(stat) Gyr. Lastly, NGC 1433 has similar
characteristics as NGC 4371, which was studied by Gadotti et al. (2015) also using the archaeological evidence present on its ND. The authors investigated the oldest stars in the ND to estimate
a bar age of ≈10 Gyr. In addition, NGC 4371 has nbar = 0.2,
A2 = 0.62, deprojected normalised bar length of 1.3, c = 2.7,
and Bar/T = 0.08 (see Gadotti et al. 2015 and Díaz-García et al. 2016). Both the age and the characteristics of NGC 1433 and
NGC 4371 are very consistent with each other and with the sce-
nario whereby they are amongst the first galaxies to form bars. Finally, we note that Fig. 8 shows a prominent peak in the
SFHs at all radii at young ages (∼2.5 Gyr), which is also evident
in Fig. 7: there is a late burst of star formation, which occurs at
younger ages than the first burst associated with the formation of
the ND at ∼7.5 Gyr. This implies an event that leads to a renewed
inflow of gas at late times, which gives rise to such a burst of
star formation. 6. Summary and concluding remarks In this study we have developed and presented a new method
for dating the bar formation epoch of observed disc galaxies. We
summarise this work as follows: – We present a new methodology that allows us to disentan-
gle the light from NDs, which are formed by the bar, from
the underlying MDs of galaxies, using high-resolution inte-
gral field spectroscopic data from MUSE on the VLT. This
allows us to find the time at which the ND formed, by iso-
lating the moment when its star formation starts to dominate
over the star formation in the underlying population. As NDs
are formed due to bar-driven inflow – which is concurrent
with the formation time of the bar – this allows us to deter-
mine the age of the bar. – We performed a number of tests of our methodology, both on
observed data and on a hydrodynamic simulation of a barred
galaxy (which self-consistently forms a ND), in order to val-
idate the robustness of the methodology. – As a pilot study, we applied our methodology to the barred
galaxy NGC 1433 from the TIMER survey (Gadotti et al. 2019) and find a bar age of 7.5+1.6
−1.1(sys)+0.2
−0.5(stat) Gyr. This
implies that NGC 1433 has an old bar that formed around
z ∼1. This aligns with a number of observational character-
istics of the galaxy, such as its mass, bar strength, and light
profile (see Sect. 5.1 for a more detailed discussion on this). Our results are consistent with other studies in the literature
that find old bars (e.g., Simmons et al. 2014; Gadotti et al. 2015), as well as with results from cosmological simulations
(e.g., Kraljic et al. 2012; Fragkoudi et al. 2020) that imply
that bars can be old, long-lived structures. 5. Discussion Various mechanisms could give rise to such a
late gas inflow event through the bar, such as mechanisms that
remove angular momentum from gas, for example an interaction
or flyby, or – interestingly for this galaxy – this late inflow could
be related to the buckling of the bar and the formation of the
boxy/peanut bulge (e.g., Pérez et al. 2017). The conditions to form a bar are connected with the MD
properties, and depend on the galaxy assembling enough mass
and settling in more ordered motion. With this in mind, one can
expect that the more massive galaxies will reach the necessary
conditions first, following a downsizing picture (e.g., Sheth et al. 2012). Despite that, another plausible possibility is the one
where early interactions and/or minor mergers, which happened
after the disc has settled, could have triggered the bar formation
(e.g., Noguchi 1987; Gerin et al. 1989; Miwa & Noguchi 1998;
Peschken & Łokas 2019; Łokas 2021). Gadotti et al. (2015)
argued how this could be possible for NGC 4371, which is mem-
ber of the Virgo cluster. Similarly, NGC 1433 is part of the
Dorado group (Maia et al. 1989). Following the pre-processing
picture, galaxies enter clusters with already some level of pro-
cessing due to earlier interactions (Haines et al. 2015) while in
groups, which could also be responsible for early bar forma-
tion ∼7.5 Gyrs ago. Méndez-Abreu et al. (2010, 2012) found that
galaxies in the Coma and Virgo clusters that host bars are mainly
massive (109 ≤M/M⊙≤1011). 5.2. The inside-out scenario for the growth of nuclear discs Bittner et al. (2020) showed that in the TIMER sample, the
derived age profiles of NDs follow a negative gradient, with the
outer parts of the ND being younger. This is in accordance with
an inside-out growth scenario, in which one can have a grow-
ing gaseous ND that forms stars, and/or star formation concen-
trated in rings of increasing size, on the external borders of the
ND, as shown by Hα maps (Bittner et al. 2020). In this scenario,
the gas funnelled by the bar towards the centre piles up near the
inner Lindblad resonance of the bar. As the bar grows longer, the
radius of the inner Lindblad resonance increases, which leads to
the buildup of a ND in an inside-out fashion. – By examining the SFH of the ND of NGC 1433 at different
radii, we find that the disc grows inside out, with younger
stars forming at progressively larger radii and the youngest
stars forming at the edge of the ND (i.e. at the location
of the nuclear ring). This is in agreement with an inside-
out growth scenario for NDs (see Bittner et al. 2020, and
Sect. 5.2). In order to test this scenario, we analyse the SFHs of the
subtracted ND in different radial bins, as shown in Fig. 8, and
derive the mean ages at each radius (shown as arrows on the top
part of the panels). For the original data, the inside-out evidence
is subtle, with little change in the mean ages in each radial bin. Nonetheless, with the subtracted data, the inside-out growth of
the disc becomes strikingly evident, since in the outer part of the
ND the older stellar populations are almost completely absent
from the clean ND. This is reflected in the mean age at differ-
ent radii for the subtracted ND, in which there is a clear gradient
towards younger ages at larger radii. This result is also testament
that the methodology we develop to subtract the underlying disc
component is robust. It shows that the ND of NGC 1433 is con- We will apply the methodology presented here to the full TIMER
sample of barred galaxies, which will provide, for the first time,
robust age determinations for bars in a sizeable sample of disc
galaxies. 5.2. The inside-out scenario for the growth of nuclear discs This will enable us to compare the age of bars with var-
ious galaxy properties, such as the total mass, the bar length, and
the pattern speed, enabling us to place important constraints on
the evolution of dynamical properties of disc galaxies with time,
the epoch of disc settling, and the effects of bar-driven evolution. A8, page 10 of 17 C. de Sá-Freitas et al.: A&A 671, A8 (2023) Acknowledgements. We thank the anonymous referee for the constructive
report. This work was supported by STFC grant number ST/T000244/1. Based
on observations collected at the European Southern Observatory under ESO pro-
grammes 296.B-5054, 097.B-0640 and 099.B-0242. Raw and reduced data are
available at the ESO Science Archive Facility. A.d.L.C. acknowledges financial
support from the Spanish Ministry of Science and Innovation (MICINN) through
the Spanish State Research Agency, under Severo Ochoa Centres of Excel-
lence Programme 2020-2023 (CEX2019-000920-S). K.F. acknowledges support
through the ESA research fellowship program. P.C. acknowledges support from
Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP, 2021/08813-
7) and Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq,
310555/2021-3). G.G. acknowledges support from Coordenação de Aperfeiçoa-
mento de Pessoal de Nível Superior (CAPES). T.K. was supported by the Basic
Science Research Program through the National Research Foundation of Korea
(NRF) grants (No. 2019R1I1A3A02062242) funded by the Ministry of Edu-
cation, grants (No. 2022R1A4A3031306) funded by the Korean government
(MSIT), and grants (WISET 2021-541) funded by the Korea Foundation for
Women In Science, Engineering and Technology. J.M.A. acknowledges the sup-
port of the Viera y Clavijo Senior program funded by ACIISI and ULL. P.S.B. acknowledges financial support from the Spanish Ministry of Science, Inno-
vation and Universities (MCIUN) under grant number PID2019-107427GB-
C31. G.v.d.V. acknowledges funding from the European Research Council
(ERC) under the European Union’s Horizon 2020 research and innovation pro-
gramme under grant agreement No 724857 (Consolidator Grant ArcheoDyn). J.N. acknowledges funding from the European Research Council (ERC) under
the European Union’s Horizon 2020 research and innovation programme (grant
agreement No. 694343) and the Science and Technology Facilities for support
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Shapiro, K. L., Genzel, R., Schreiber, N. M. F., et al. 2008, ApJ, 682, 231 B.1. The location of the representative spectrum Ideally, the representative ring should be located immediately
after the end of the ND so that it is not contaminated by light
from it and represents, as closely as possible, the underlying
population in the region where the ND dominates. However, the
end of the ND is not trivial to pinpoint, as this structure may
gradually fade into the MD. If the region is too close to the
ND, it may be affected by its young star formation, but if it
is too far, it may not map the underlying MD old star forma-
tion. Our methodology used the physical justification based on
kinematic maps to select the representative region. Nevertheless,
to constrain how much the position of the representative ring
could affect our final result, we produce a number of tests with
the representative ring at different positions closer to the cen-
tre than the position we employed. The results are summarised
in Fig. B.1. We note that the mask used that the mask used for
the representative ring of Fig. B.1 is slightly different than the
one used in the main result. For this case, we masked all spaxels
with AGN contribution, with no threshold for AON (as oppo-
site of AON ≥20 used for the main result). With this, the bar
age is slightly older, 8 Gyrs (Fig. B.1, last row, center). With
this test we aim to assess the relative systematic error due to
the location of the representative ring, therefore this does not
affect the conclusions. We further note that the change in bar
age due to the different mask is well within the systematic error
uncertainties. Fig. A.1. Same as Fig. 7 but for NGC 1380 (top) and NGC 1084 (bot-
tom). It is clear that for both galaxies neither the representative MD nor
the ‘cleaned’ data show important deviations in their SFHs. In order to assess whether our methodology creates spurious
results for galaxies that do not host a ND, we applied the
same methodology for two control galaxies: NGC 1380 and
NGC 1084. In order to assess whether our methodology creates spurious
results for galaxies that do not host a ND, we applied the
same methodology for two control galaxies: NGC 1380 and
NGC 1084. Considering NGC 1380, Gao et al. (2019) describe the
galaxy as an inclined system with a classical bulge and no clear
presence of a bar. p
Erwin, P. 2018, MNRAS, 474, 5372 A., Sánchez-Blázquez, P., Falcón-Barroso, J., et al. 2019, MNRAS,
482, 506 A8, page 11 of 17 A8, page 11 of 17 C. de Sá-Freitas et al.: A&A 671, A8 (2023) archive, PI: Carollo, C. M., programme ID 099.B-0242, using
MUSE in Wide Field Mode. Appendix A: Control galaxies: NGC 1380 and
NGC 1084
2
8
16
105 M
NGC1380
Original data
Nuclear Disc (ND)
Main Disc (MD)
0
5
10
14
Age [Gyrs]
10
2
100
102
ND / MD
0
20
40
60
103 M
NGC1084
Original data
Nuclear Disc (ND)
Main Disc (MD)
0
5
10
14
Age [Gyrs]
10
2
100
102
ND / MD
Fig. A.1. Same as Fig. 7 but for NGC 1380 (top) and NGC 1084 (bot-
tom). It is clear that for both galaxies neither the representative MD nor
the ‘cleaned’ data show important deviations in their SFHs. Figure A.1 shows the outcome of these tests. It is clear that
the subtracted spectra show SFHs similar to those in the original
spectra. Therefore, our methodology does not artificially pro-
duce differences in the SFHs of the regions where the nuclear
and main underlying discs dominate, which would wrongly be
attributed to the formation of the bar. 2
8
16
105 M
NGC1380
Original data
Nuclear Disc (ND)
Main Disc (MD)
0
5
10
14
10
2
100
102
ND / MD 105 M Appendix B: Further tests of the methodology In order to test our methodology and assess the effects of sys-
tematic errors, we tested different configurations to assess the
possible range of bar ages thus deduced. Our tests include
varying the position of the representative ring, using differ-
ent light profiles to build the underlying MD, not collaps-
ing the data cubes, but rather deriving a mean SFH from
the SFHs corresponding to each individual spaxel in the
data cubes, and lastly, changing the pPXF regularisation error
parameter. Age [Gyrs]
0
20
40
60
103 M
NGC1084
Original data
Nuclear Disc (ND)
Main Disc (MD)
0
5
10
14
Age [Gyrs]
10
2
100
102
ND / MD p
Considering all the possible different configurations, we esti-
mate the final systematic errors as 7.5+1.6
−1.1(sys) Gyr. In the follow-
ing we describe each of the tests individually. B.1. The location of the representative spectrum The galaxy is at a distance of 21.2 Mpc
with inclination of 47◦(see references in Sarzi et al. 2018 and
Gao et al. 2019). We consider the effective radius of the bulge
to be 1080 pc (12.1 arcsec) from the photometric decomposition
performed in Gao et al. (2019) in lieu of the ND radius. The data
for NGC 1380 comes from the ESO archive, PI: Sarzi, M., pro-
gramme ID 296.B-5054, using MUSE in Wide Field Mode. Fur-
ther details about the galaxy and the observations can be found
in Sarzi et al. (2018). With the exception of the most central representative ring,
for underlying MDs following an exponential light profile, the
derived bar ages are constrained to the range 7–9 Gyr. 3 See http://leda.univ-lyon1.fr/ledacat.cgi B.2. Different main disc profiles: Flat versus exponential As a second control galaxy, NGC 1084 is a bar-less galaxy
(Gao et al. 2019) with inclination3 of 49.9◦that also does not
host a ND. Gao et al. (2019) also describe its morphology with
a broken inner disc and a bulge with effective radius of ≈150
pc (4.3 arcsec). The data for NGC 1084 comes from the ESO In order to build the underlying MD, one has to assume a
light profile that describes it. Although galaxy discs are usu-
ally assumed as having exponential light profiles, recent stud-
ies demonstrate that some cases may follow a flat light pro-
file (e.g. Zhu et al. 2018; Breda et al. 2020; Papaderos et al. 2022). In order to assess how much such a decision may A8, page 12 of 17 C. de Sá-Freitas et al.: A&A 671, A8 (2023) Exponential main disc
Flat main disc
Results for different configurations in the methodology presented in Sect. 3, varying the position of the representative ring (row b
ssumed light profile of the main underlying disc. To be continued on the next page. Exponential main disc
Flat main disc Fig. B.1. Results for different configurations in the methodology presented in Sect. 3, varying the position of the representative ring (row by row)
and the assumed light profile of the main underlying disc. To be continued on the next page. A8, page 13 of 17 C. de Sá-Freitas et al.: A&A 671, A8 (2023) Exponential main disc
Flat main disc
Fig. B.2. Results for different configurations in the methodology presented in Sect. 3, varying the position of the representative ring (row by
row) and the assumed light profile of the main underlying disc. In the first column, we display the stellar velocity dispersion map, indicating the
representative ring position with the dashed lines (the solid line corresponds to the peak in v/σ at the outskirts of the ND). In the middle and left
columns we display results for exponential and flat light profiles, respectively. One can see that the different configurations result in bar ages in
the range 7.0–9.5 Gyr, with the exception of the representative ring closest to the centre. The middle panel of the bottom row corresponds to the
standard configuration of our methodology. We note that the mask used that the mask used for the representative ring is slightly different than the
one used for the main result. B.2. Different main disc profiles: Flat versus exponential With this, the bar age is slightly older, 8 Gyrs. Exponential main disc
Flat main disc Fig. B.2. Results for different configurations in the methodology presented in Sect. 3, varying the position of the representative ring (row by
row) and the assumed light profile of the main underlying disc. In the first column, we display the stellar velocity dispersion map, indicating the
representative ring position with the dashed lines (the solid line corresponds to the peak in v/σ at the outskirts of the ND). In the middle and left
columns we display results for exponential and flat light profiles, respectively. One can see that the different configurations result in bar ages in
the range 7.0–9.5 Gyr, with the exception of the representative ring closest to the centre. The middle panel of the bottom row corresponds to the
standard configuration of our methodology. We note that the mask used that the mask used for the representative ring is slightly different than the
one used for the main result. With this, the bar age is slightly older, 8 Gyrs. 0
5
10
15
103 M
NGC1433 - 440 pc
MUSE Original
Nuclear Disc (ND)
Main Disc (MD)
0
5
10
14
Age [Gyrs]
10
4
10
1
102
ND. / MD. Bar Age: 8.50 Gyrs 0
5
10
15
103 M
NGC1433 - 440 pc
MUSE Original
Nuclear Disc (ND)
Main Disc (MD)
0
5
10
14
Age [Gyrs]
10
4
10
1
102
ND. / MD. Bar Age: 8.50 Gyrs
Fig. B.3. Same as Fig. 7, but for the test with spaxel-by-spaxel SFHs
instead of a single collapsed spectrum produced for each data cube. The
presented SFHs are mean SFHs calculated over all spaxels. affect our final result, we compared exponential and flat pro-
files as extreme possible cases. The results are summarised in
Fig. B.1. NGC1433 - 440 pc For each representative ring position, one sees that the final
bar age derived using a flat profile is 0.5-1.0 Gyr older than that
derived with an exponential profile (with the exception of the
most central representative ring). 103 M Considering the light profile choice together with the posi-
tion of the representative ring, the derived bar ages vary between
7.0-9.5 Gyr. B.4. pPXF regularisation As described in Cappellari (2017), regularisation allows one to
have the smoothest SFH solution, without affecting the physi-
cal reality of it. In our methodology, we used the regul_err
value of 0.15 derived by Bittner et al. (2020) for the TIMER
sample following the procedure developed by McDermid et al. (2015). Nevertheless, in order to assess how much our final result
depends on it, we produce tests with values of regul_err in
the range 0.1-5.0. The results are summarised in Fig. B.4. Since
regul = 1/regul_err, the larger the regularisation error, the
less regularised the solution is. The simulation used in Sect. 3.3 has both a collisionless (stellar
disc and dark matter halo) and collisional (gaseous disc) compo-
nent and is part of a suite of isolated disc simulations developed
to study the evolution of barred galaxies (these will be presented
in detail in Fragkoudi & Bieri, in prep.). Here we describe the
main properties of the simulation that are relevant for this study. The simulation is run using the adaptive mesh refinement (AMR)
code RAMSES (Teyssier 2002). The AMR grid is refined using a
quasi-Lagrangian strategy, and has seven refinement levels, with
the maximum resolution reached in the simulation being 10 pc. The initial conditions of the model are created with the Markov
chain Monte Carlo code DICE (Perret et al. 2014; Perret 2016). The total mass of the system is Mtot = 2 × 1012M⊙, with 98.5%,
1.425% and 0.075% of this distributed in the dark matter, stel-
lar and gaseous components, respectively. The dark matter and
stellar components have particles with masses 3.7 × 104M⊙and
4.3 × 105M⊙, respectively. The dark matter halo has a Navarro-
Frenk-White profile (Navarro et al. 1997) with a scale-length
of 3 kpc, while the stars (gas) are modelled as an exponential
disc, with a scale-length of 3 kpc (4 kpc) and a scale-height of
150 pc (50 pc). Gas in the simulation cools via atomic and metal-
dependant cooling processes. As one can see, by changing the regularisation error parame-
ter our bar age has variations of ±0.5 Gyr. Considering the vari-
ations due to the representative ring position and the MD light
profile, this leaves us with systematic errors of +1.6
−1.1 Gyr, after
summing in quadrature the maximum variations we find with
the four tests on systematic effects. B.3. Spaxel-by-spaxel analysis The original configuration uses a regulari-
sation error of 0.15. The systematic effect of employing different regularisations is constrained to 0.5 Gyr. B.3. Spaxel-by-spaxel analysis Considering the elevated signal-to-noise ratio in the TIMER
data (Gadotti et al. 2019), it would be possible to run the
same methodology spaxel-by-spaxel, deriving spatially resolved
SFHs, and then obtaining a mean SFH for each data cube. This
would be in contrast to our regular methodology, in which the
individual spectra in the data cubes are collapsed into a single
spectrum, to then proceed to the derivation of the SFH. The
disadvantages of doing so spaxel by spaxel are that the statis-
tical uncertainties for each SFH would be larger and the com-
putational time would increase significantly. Since our goal is
to apply the same methodology for the whole TIMER sample,
it is too detrimental to require substantial computational time
for the analysis of an individual galaxy. Nevertheless, to ver-
ify that the results do not differ significantly with the different
approaches, we applied the alternative methodology using our
data for NGC 1433. For the spatially resolved products, we con-
sidered the mean SFHs to measure the bar age. The result is Fig. B.3. Same as Fig. 7, but for the test with spaxel-by-spaxel SFHs
instead of a single collapsed spectrum produced for each data cube. The
presented SFHs are mean SFHs calculated over all spaxels. shown in Fig. B.3 and, as one can see, the derived bar age is
not substantially different; in fact, the difference is within typ-
ical uncertainties in the derivation of stellar ages. With that in
mind, we decided to keep our regular methodology employing
collapsed spectra to ensure smaller statistical errors and lower
computational requirements. A8, page 14 of 17 C. de Sá-Freitas et al.: A&A 671, A8 (2023) Regularization error of 0.10
Regularization error of 0.15
Regularization error of 0.30
Regularization error of 0.45
Regularization error of 1.00
Regularization error of 5.00
Fig. B.4. Same as Fig. 7 but for different values of the regularisation error parameter applied by pPXF. The original configuration uses a regulari-
sation error of 0.15. The systematic effect of employing different regularisations is constrained to 0.5 Gyr. Regularization error of 0.15 Regularization error of 0.10 Regularization error of 0.30 Regularization error of 0.15 Regularization error of 5.00 Regularization error of 1.00 Regularization error of 0.45 Regularization error of 5.00 Regularization error of 0.45 Fig. B.4. Same as Fig. 7 but for different values of the regularisation error parameter applied by pPXF. B.4. pPXF regularisation Finally, the regularisation error of 1.00 leads to a SFH that
looks similar to that of the simulation presented in Fig. 6 (panel
e), which could lead to the incorrect interpretation that the first
peak (∼8 Gyrs) is a contamination of the MD and the second
peak (∼5 Gyrs) is the real bar formation. We point out however
that, even though they might look similar at a first glance, one
should expect that contamination from the MD would be from
the oldest stars, as showed from the different tests for the simu-
lated galaxies (Appendix C.1). Since the oldest peak of the ND
is younger than the one from the MD, we do not expect this to
be a sign contamination. In addition, this feature is not a well
converged feature (as it is not evident for regularisation errors
of 0.45 and 5) and is particular to a singular regularisation error. As noted in the main body of the paper, the peak at younger
ages could arise through a number of mechanisms that induce
gas inflow, such as the formation of the boxy/peanut bulge (e.g. Pérez et al. 2017) as well as through an interaction or flyby that
removes angular momentum from gas in the disc, causing a burst
in gas inflow to the central regions through the bar. Star formation is modelled as a Schmidt law, (C.1) ˙ρ⋆= ϵ⋆ρgas/tff, ˙ρ⋆= ϵ⋆ρgas/tff, where
˙ρ⋆
is the local star formation rate, and tff
=
p3π/(32Gρgas) is the free-fall time. Star formation is triggered
when the gaseous density ρgas is larger than 1 cm−3 and the tem-
perature is less than 100 K, with an efficiency of ϵ⋆= 1%. Core-
collapse supernova feedback is implemented by assuming that
a fraction of the stellar population, ηSN = 0.2, will explode as
supernovae. The explosion itself is modelled using the mechan-
ical feedback implementation presented in Kimm & Cen (2014) where
˙ρ⋆
is the local star formation rate, and tff
=
p3π/(32Gρgas) is the free-fall time. Star formation is triggered
when the gaseous density ρgas is larger than 1 cm−3 and the tem-
perature is less than 100 K, with an efficiency of ϵ⋆= 1%. Core-
collapse supernova feedback is implemented by assuming that
a fraction of the stellar population, ηSN = 0.2, will explode as
supernovae. The explosion itself is modelled using the mechan-
ical feedback implementation presented in Kimm & Cen (2014) where
˙ρ⋆
is the local star formation rate, and tff
=
p3π/(32Gρgas) is the free-fall time. Star formation is triggered A8, page 15 of 17 C. de Sá-Freitas et al.: A&A 671, A8 (2023) Negative gradient
Flat Gradient
1
2
3
M? [106MØ]
True ND
True MD
0
2
4
6
8
10
12
Age [Gyr]
10°1
100
101
102
ND/MD
Fig. C.1. Testing the bar age criterion and how the age gradient in the underlying MD affects our methodology for a simulated galaxy. In the left
panel we show the ‘true’ SFH of the ND and MD. The true SFH of the ND is defined as the SFH of all stars formed from the gas pushed to the
centre after the bar forms within the ND radius, rND. The true SFH of the MD is defined as the SFH of all the ‘old’ stars in the disc that were
present before the bar and ND formed in the disc, within the same radius (i.e. rND). As one can see, in the bottom panel, the bar age criterion –
the first moment at which ND/MD is above 1 with a positive slope towards younger ages (the vertical grey dashed line) – successfully times the
moment the bar is formed (given by the vertical orange line). By comparing this and Fig. ˙ρ⋆= ϵ⋆ρgas/tff, 6 we see that the methodology we present in this paper
– which involves using a representative region around the ND to model the MD – is able to recover the SFH of the ND and, therefore, the bar age. In the middle and right panels we explore how the age gradient of the old underlying MD affects our methodology: in the middle panels we show
a case where there is a negative age gradient applied to the underlying MD, while in the right panels we show the effects of a flat age gradient on
the obtained results. The top panels show the average age gradient as a function of radius, and the bottom panels show how this affects the SFHs
of the original ND region (red), of the representative SFH of the underlying MD (green), and of the cleaned ND (blue), and the lower panels show
the ND/MD ratio. Flat Gradient 1
2
3
M? [106MØ]
True ND
True MD
0
2
4
6
8
10
12
Age [Gyr]
10°1
100
101
102
ND/MD Fig. C.1. Testing the bar age criterion and how the age gradient in the underlying MD affects our methodology for a simulated galaxy. In the left
panel we show the ‘true’ SFH of the ND and MD. The true SFH of the ND is defined as the SFH of all stars formed from the gas pushed to the
centre after the bar forms within the ND radius, rND. The true SFH of the MD is defined as the SFH of all the ‘old’ stars in the disc that were
present before the bar and ND formed in the disc, within the same radius (i.e. rND). As one can see, in the bottom panel, the bar age criterion –
the first moment at which ND/MD is above 1 with a positive slope towards younger ages (the vertical grey dashed line) – successfully times the
moment the bar is formed (given by the vertical orange line). By comparing this and Fig. 6 we see that the methodology we present in this paper
– which involves using a representative region around the ND to model the MD – is able to recover the SFH of the ND and, therefore, the bar age. ˙ρ⋆= ϵ⋆ρgas/tff, In the middle and right panels we explore how the age gradient of the old underlying MD affects our methodology: in the middle panels we show
a case where there is a negative age gradient applied to the underlying MD, while in the right panels we show the effects of a flat age gradient on
the obtained results. The top panels show the average age gradient as a function of radius, and the bottom panels show how this affects the SFHs
of the original ND region (red), of the representative SFH of the underlying MD (green), and of the cleaned ND (blue), and the lower panels show
the ND/MD ratio. within the radius corresponding to the ND (rND). The true SFH
of the MD is defined as the SFH of all the ‘old’ stars that were
present before the bar and ND formed in the MD, within the
same radius rND. As we can see, the bar age is well constrained
by the moment when ND/MD is above 1 with positive slope
towards younger ages for the first time. We can compare true
SFHs to the recovered SFHs from our methodology in Fig. 6,
where we see that the SFH of the ND is well recovered, apart
from at the oldest ages. and Kimm et al. (2015). In this implementation, the supernova
explosion is injected into the surrounding interstellar medium
according to the phase of the explosion (energy conserving or
momentum conserving); in other words, it is injected as momen-
tum or thermal energy, depending on whether the cooling radius
is resolved. More details on the feedback implementation can be
found in (Kimm & Cen 2014; Kimm et al. 2015). C.1. Testing the methodology with hydrodynamic simulations g
In addition, we test how the underlying age gradient of the
MD in the galaxy can affect the determination of the bar age. In
the right panel of Fig. C.1, we show a case where there is no
age gradient in the underlying MD of the galaxy. By subtracting
the main underlying disc (as obtained from the representative
ring around the ND) from the original data, we obtain a peak
in ND/MD that corresponds to the time of bar formation, while
before this peak, ND/MD is consistently below < 1. When a
negative age gradient is added to the old disc in the simulation
(middle panel), we find similar results, with the difference that,
at old ages, ND/MD rises again above one. This happens because
there are old stars that are present in the ND region, which are
not present in the ‘representative’ MD region which is at larger
radii. Therefore, due to the age gradient, there is a lack of old
stars in the ring, which leads to a rise in ND/MD for the oldest In this section we describe some of the tests carried out on the
simulations that allowed us to assess the effects of some of the
assumptions in our methodology. In particular, we tested how
an assumed underlying age gradient of the old disc, as well as
how the location of the ring used to obtain the representative
spectrum, affected the results. In the left panel of Fig. C.1, we show what are the true SFHs
of the ND and the underlying MD in the simulations. Then, we
show that we can accurately reproduce the time the bar formed
using these two values and our chosen criterion for the time of
bar formation (i.e. the first moment when the ratio of ND/MD
increases above 1 with positive slope towards younger ages; see
Sect. 3). We define the true SFH of the ND as the SFH of all
stars formed from the gas pushed to the centre after the bar forms A8, page 16 of 17 C. de Sá-Freitas et al.: A&A 671, A8 (2023) Fig. C.2. Testing the effects of ring location on the methodology for a simulated galaxy. C.1. Testing the methodology with hydrodynamic simulations From left to right we show cases where the ring used to
reconstruct the representative SFH of the underlying MD is placed at larger radii, in a case where the model has a negative age gradient in the
underlying MD. The top rows show the locations of the rings with respect to the ND region, and the bottom panels show the SFHs. We see that
when the ring is placed at larger radii, the representative SFH of the MD does not fully match the ND region at the oldest ages. Fig. C.2. Testing the effects of ring location on the methodology for a simulated galaxy. From left to right we show cases where the ring used to
reconstruct the representative SFH of the underlying MD is placed at larger radii, in a case where the model has a negative age gradient in the
underlying MD. The top rows show the locations of the rings with respect to the ND region, and the bottom panels show the SFHs. We see that
when the ring is placed at larger radii, the representative SFH of the MD does not fully match the ND region at the oldest ages. panels of Fig. C.2). Therefore, the representative ring should not
be placed at too large radii from the ND, as the farther away it
is placed, the more different the stellar populations will be from
those of the underlying MD within the ND region. As described
in Sect. 3, we therefore select the radius just outside the ND,
where the average age is oldest (see Fig. 3). This ensures we
select a region outside the influence of the ND itself, but without
going to larger radii where the stellar population properties of the
representative region will be significantly different from those of
the underlying MD in the ND region. populations. This effect will be larger, the larger the age gradient
(which will vary from galaxy to galaxy). Due to this, for our
criterion of determining the bar age, we explicitly require that
ND/MD be above 1 with a positive slope towards younger ages
(rather than simply ND/MD > 1, as this could occur at old ages
due to a strong age gradient in the inner galaxy). g g g
g
y
In Fig. C.1. Testing the methodology with hydrodynamic simulations C.2 we test how the location of the ring affects our
methodology, in a case where there is a negative age gradient (if
there is no age gradient, the location of the ring does not have
a significant effect on the methodology, as long as the SFH of
the MD is appropriately rescaled to take into account the higher
surface density in the centre of the galaxy, due to its exponential
profile). When the ring is placed at larger radii, the representative
SFH will be lacking more of the old stars that are present at
smaller radii, which can be seen by the increase in ND/MD > 1
for old ages, as we move to larger radii (i.e. the middle and right We also note that we applied our methodology to other sim-
ulations with the same initial conditions, but with modifications
in the star formation and stellar feedback prescriptions, and we
were able to recover the bar age reliably also with these changes
(i.e. the methodology does not depend on the details of the star
formation and stellar feedback prescriptions in the simulation). A8, page 17 of 17
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https://openalex.org/W3002295425
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English
| null |
Alternative lengthening of telomeres is the major telomere maintenance mechanism in astrocytoma with isocitrate dehydrogenase 1 mutation
|
Journal of neuro-oncology
| 2,020
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cc-by
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Citation for pulished version (APA):
Ferreira, M. S. V., Sørensen, M. D., Pusch, S., Beier, D., Bouillon, A.-S., Kristensen, B. W., Brümmendorf, T. H.,
Beier, C. P., & Beier, F. (2020). Alternative lengthening of telomeres is the major telomere maintenance
mechanism in astrocytoma with isocitrate dehydrogenase 1 mutation. Journal of Neuro-Oncology, 147(1), 1-14.
https://doi.org/10.1007/s11060-020-03394-y Download date: 24. Oct. 2024 University of Southern Denmark Alternative lengthening of telomeres is the major telomere maintenance mechanism in
astrocytoma with isocitrate dehydrogenase 1 mutation Ferreira, Monica Sofia Ventura; Sørensen, Mia Dahl; Pusch, Stefan; Beier, Dagmar; Bouillon,
Anne-Sophie; Kristensen, Bjarne Winther; Brümmendorf, Tim Henrik; Beier, Christoph
Patrick; Beier, Fabian Citation for pulished version (APA):
Ferreira, M. S. V., Sørensen, M. D., Pusch, S., Beier, D., Bouillon, A.-S., Kristensen, B. W., Brümmendorf, T. H.,
Beier, C. P., & Beier, F. (2020). Alternative lengthening of telomeres is the major telomere maintenance
mechanism in astrocytoma with isocitrate dehydrogenase 1 mutation. Journal of Neuro-Oncology, 147(1), 1-14. https://doi.org/10.1007/s11060-020-03394-y Go to publication entry in University of Southern Denmark's Research Portal Terms of use
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• You may freely distribute the URL identifying this open access version If you believe that this document breaches copyright please contact us providing details and we will investigate your claim. Please direct all enquiries to puresupport@bib.sdu.dk If you believe that this document breaches copyright please contact us providing details and we will investigate your claim. Please direct all enquiries to puresupport@bib.sdu.dk Journal of Neuro-Oncology (2020) 147:1–14
https://doi.org/10.1007/s11060-020-03394-y LABORATORY INVESTIGATION 4
Department of Neuropathology, University of Heidelberg,
Heidelberg, Germany
5
Clinical Cooperation Unit Neuropathology, German Cancer
Research Center (DKFZ), Heidelberg, Germany
6
German Cancer Consortium (DKTK), Heidelberg, Germany
7
Department of Neurology, University Hospital Odense,
Sdr. Boulevard 29, 5000 Odense, Denmark Abstract IDH1R132H downregulates ATRX expression in vitro resulting in ALT,
which may contribute to the strong association of IDH1R132H mutations, ATRX loss, and ALT. words Isocitrate dehydrogenase · D2HG · Telomerase · Telomere length · Q-FISH · TERT promote Alternative lengthening of telomeres is the major telomere
maintenance mechanism in astrocytoma with isocitrate
dehydrogenase 1 mutation Monica Sofia Ventura Ferreira1 · Mia Dahl Sørensen2,3 · Stefan Pusch4,5,6 · Dagmar Beier3,7 · Anne‑Sophie Bouillon1 ·
Bjarne Winther Kristensen2,3 · Tim Henrik Brümmendorf1 · Christoph Patrick Beier3,7 · Fabian Beier1 Monica Sofia Ventura Ferreira1 · Mia Dahl Sørensen2,3 · Stefan Pusch4,5,6 · Dagmar Beier3,7 · Anne‑Sophie Bouillon
Bjarne Winther Kristensen2,3 · Tim Henrik Brümmendorf1 · Christoph Patrick Beier3,7 · Fabian Beier1 Received: 24 October 2019 / Accepted: 7 January 2020 / Published online: 20 January 2020
© The Author(s) 2020 Abstract Purpose Isocitrate dehydrogenase 1 (IDH1) mutations are associated with improved survival in gliomas. Depending on
the IDH1 status, TERT promoter mutations affect prognosis. IDH1 mutations are associated with alpha-thalassemia/mental
retardation syndrome X-linked (ATRX) mutations and alternative lengthening of telomeres (ALT), suggesting an interaction
between IDH1 and telomeres. However, little is known how IDH1 mutations affect telomere maintenance.i Purpose Isocitrate dehydrogenase 1 (IDH1) mutations are associated with improved survival in gliomas. Depending on
the IDH1 status, TERT promoter mutations affect prognosis. IDH1 mutations are associated with alpha-thalassemia/mental
retardation syndrome X-linked (ATRX) mutations and alternative lengthening of telomeres (ALT), suggesting an interaction
between IDH1 and telomeres. However, little is known how IDH1 mutations affect telomere maintenance. Methods We analyzed cell-specific telomere length (CS-TL) on a single cell level in 46 astrocytoma samples (WHO II-IV)
by modified immune-quantitative fluorescence in situ hybridization, using endothelial cells as internal reference. In the same
samples, we determined IDH1/TERT promoter mutation status and ATRX expression. The interaction of IDH1R132H mutation
and CS-TL was studied in vitro using an IDH1R132H doxycycline-inducible glioma cell line system. Results Virtually all ALTpositive astrocytomas had normal TERT promoter and lacked ATRX expression. Further, all
ALTpositive samples had IDH1R132H mutations, resulting in a significantly longer CS-TL of IDH1R132H gliomas, when compared
to their wildtype counterparts. Conversely, TERT promotor mutations were associated with IDHwildtype, ATRX expression,
lack of ALT and short CS-TL. ALT, TERT promoter mutations, and CS-TL remained without prognostic significance, when
correcting for IDH1 status. In vitro, overexpression of IDHR132H in the glioma cell line LN319 resulted in downregulation
of ATRX and rapid TERT-independent telomere lengthening consistent with ALT. Conclusion ALT is the major telomere maintenance mechanism in IDHR132H mutated astrocytomas, while TERT promoter
mutations were associated with IDHwildtype glioma. IDH1R132H downregulates ATRX expression in vitro resulting in ALT,
which may contribute to the strong association of IDH1R132H mutations, ATRX loss, and ALT. f
Methods We analyzed cell-specific telomere length (CS-TL) on a single cell level in 46 astrocytoma samples (WHO II-IV)
by modified immune-quantitative fluorescence in situ hybridization, using endothelial cells as internal reference. In the same
samples, we determined IDH1/TERT promoter mutation status and ATRX expression. The interaction of IDH1R132H mutation
d CS TL
di d i
i
i
IDH1R132H d
li
i d
ibl
li
ll li Conclusion ALT is the major telomere maintenance mechanism in IDHR132H mutated astrocytomas, while TERT promoter
mutations were associated with IDHwildtype glioma. * Fabian Beier
fbeier@ukaachen.de Immunohistochemistry Formaldehyde-fixed paraffin embedded (FFPE) sections of
three µm from pre-surgery tissue biopsies were used for this
study. FFPE sections were stained as described previously
using primary antibodies against IDH1R132H (H09, 1:100,
Dianova, Germany) [30] and ATRX [29] (HPA001906,
1:100, Atlas Antibodies, Sweden) epitopes. TERT promoter mutations (TERTpmut) are common in
glioma and found in 80% of all primary GBM [14–16], repre-
senting one possible TMM. TERTpmut disrupt the tight tran-
scriptional suppression of TERT in somatic cells resulting in
increased TERT expression and telomerase activity in vitro
in glioma [17]. A mechanism of homologous recombination [18] to main-
tain TL, known as “alternative lengthening of telomeres”
(ALT), was also identified in gliomas. About 20–63% of
adult low-grade glioma and 11% of adult GBM use ALT as
an additional mechanism for telomere maintenance [19, 20]. Dysfunction of the α-thalassemia/mental retardation syndrome
X-linked (ATRX)/death-associated protein 6 (DAXX) com-
plex is known to result in ALT along with more widespread
genomic destabilization [21–23]. ATRX and DAXX are cen-
tral components of a chromatin-remodeling complex required
for the incorporation of H3.3 histone proteins into the telo-
meric regions of chromosomes [24, 25]. 75% of grade II–III
astrocytomas and secondary GBM harbor ATRX abberations
[26–28] linking IDH1 mutations with ATRX and ALT. DNA extraction, polymerase chain reaction
and mutational analysis by sequencing Mutations in the TERT promoter region were identified by
PCR and Sanger sequencing as described previously [31]. The detailed protocol can be found in the Supplementary
Materials and methods. Patients Tissue samples from 46 astrocytoma patients were
included for the study. The Regional Committee on Health
Research Ethics approved the study for Southern Denmark
(S2DO90080) and Danish Data Protection Agency (file
number: 2009-41-3070) and all patients provide informed
consent. The use of tissue was not prohibited by any patient
according to the Danish Tissue Application Register. All
methods were performed in accordance with the relevant
guidelines and regulations. All patients underwent pri-
mary surgery between 1991 and 2005 at the Department
of Neurosurgery, Odense University Hospital, Denmark. All cases were independently reviewed and reclassified by
M.D.S and B.W.K. (senior neuropathologist) according to
the 2016 WHO guidelines [2] as described in [29]. Clinical
data were extracted from the respective electronic patient
journal. Clinical and neuropathological characteristics of the
astrocytoma patients are shown in Table 1. Telomeres determine the proliferative capacity of mam-
malian cells. Telomere length (TL) shortens with each cell
division until cell proliferation is arrested once the maximal
number of cell divisions is reached (“Hayflick limit”). In case
of further replication, cells undergo chromosomal instability
and induction of apoptosis. Expression of human telomerase
reverse transcriptase (TERT) allows for the stabilization and
elongation of telomeres. Telomere maintenance mechanisms
(TMM) are necessary for immortality of cancer cells by over-
coming genetic instability associated with critical telomere
shortening [13]. Introduction Along this line, determination of isocitrate
dehydrogenase (IDH) 1 mutation status became mandatory in
the updated 2016 WHO classification [3]. IDH1 mutations are
driver mutations of low-grade gliomas and found in 80% [4]
but are not detectable in primary glioblastoma (GBM) [2, 5]. The most common IDH1 mutations in glioma (> 95%) result
in an amino acid substitution at arginine 132 (R132), which
resides in the enzyme’s active site [4]. Despite the abundance
of evidence in support of a major pathophysiological and prog-
nostic role of IDH1 mutations [6–8], the precise mechanism
of how IDH1 mutations modulate malignancy is still not com-
pletely understood. While IDH1 has a major role in the citric
acid cycle, R132H mutation (IDHR132H) results in a gain of
function; IDH1R132H catalyzes conversion of alpha-ketoglutar-
ate into the oncometabolite D-2-hydroxyglutarate (D2HG) [9]. D2HG inhibits dioxygenases that depend on alpha-ketoglutar-
ate, like Ten-eleven translocation methylcytosine dioxygenase
1 (TET1) and histone-lysine demethylases [10]; this results in
increased CpG island methylation [11] and a stable reshaping
of the epigenome (CpG island methylation phenotype, CIMP)
changing transcriptional programs and altering the differentia-
tion state [12]. Despite the strong associations observed, few data is
available how the different pathways interact on telomere
maintenance. The aim of this study was to investigate the
interplay among IDH1, TL, ATRX and TERT/ALT using a
newly developed distinctive methodology that allowed deter-
mination of glioma cell-specific telomere length (CS-TL) on
a single cell level. Introduction Christoph Patrick Beier and Fabian Beier have contributed equally
to this work. Electronic supplementary material The online version of this
article (https://doi.org/10.1007/s11060-020-03394-y) contains
supplementary material, which is available to authorized users. * Fabian Beier
fbeier@ukaachen.de
1
Department of Haematology, Oncology, Medical Faculty,
RWTH Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany
2
Department of Pathology, University Hospital Odense,
Sdr. Boulevard 29, 5000 Odense, Denmark
3
Department of Clinical Research, University of Southern
Denmark, Sdr. Boulevard 29, 5000 Odense, Denmark Christoph Patrick Beier and Fabian Beier have contributed equally
to this work. Christoph Patrick Beier and Fabian Beier have contributed equally
to this work. Gliomas are the most common primary brain tumors in adults
and represent a histologically defined entity with a high
molecular heterogeneity determining prognosis and response Electronic supplementary material The online version of this
article (https://doi.org/10.1007/s11060-020-03394-y) contains
supplementary material, which is available to authorized users. * Fabian Beier
fbeier@ukaachen.de 1
Department of Haematology, Oncology, Medical Faculty,
RWTH Aachen, Pauwelsstrasse 30, 52074 Aachen, Germany 2
Department of Pathology, University Hospital Odense,
Sdr. Boulevard 29, 5000 Odense, Denmark 3
Department of Clinical Research, University of Southern
Denmark, Sdr. Boulevard 29, 5000 Odense, Denmark :(0123
1 3456789)
3 Journal of Neuro-Oncology (2020) 147:1–14 2 to therapy [1, 2]. Along this line, determination of isocitrate
dehydrogenase (IDH) 1 mutation status became mandatory in
the updated 2016 WHO classification [3]. IDH1 mutations are
driver mutations of low-grade gliomas and found in 80% [4]
but are not detectable in primary glioblastoma (GBM) [2, 5]. The most common IDH1 mutations in glioma (> 95%) result
in an amino acid substitution at arginine 132 (R132), which
resides in the enzyme’s active site [4]. Despite the abundance
of evidence in support of a major pathophysiological and prog-
nostic role of IDH1 mutations [6–8], the precise mechanism
of how IDH1 mutations modulate malignancy is still not com-
pletely understood. While IDH1 has a major role in the citric
acid cycle, R132H mutation (IDHR132H) results in a gain of
function; IDH1R132H catalyzes conversion of alpha-ketoglutar-
ate into the oncometabolite D-2-hydroxyglutarate (D2HG) [9]. D2HG inhibits dioxygenases that depend on alpha-ketoglutar-
ate, like Ten-eleven translocation methylcytosine dioxygenase
1 (TET1) and histone-lysine demethylases [10]; this results in
increased CpG island methylation [11] and a stable reshaping
of the epigenome (CpG island methylation phenotype, CIMP)
changing transcriptional programs and altering the differentia-
tion state [12]. to therapy [1, 2]. Cell culture, proliferation and clonogenicity For the cell culture experiments the doxycycline-inducible
GBM cell line LN319 expressing IDH1 wildtype (IDH1WT)
and IDH1R132H was used. Cells were cultured in Dulbecco’s 3 Journal of Neuro-Oncology (2020) 147:1–14 3 Table 1 Patient characteristics
and pathology Diffuse astrocytoma
Anaplastic astrocytoma
Glioblastoma
All
Patients (n)
24
9
13
46
Age
Mean
45.2
47.6
65.3
51.4
Range
2.6–78.5
29.5–71.0
49.4–77.5
2.6–78.5
Sex (n)
Male
14 (58.3%)
3 (33.3%)
10 (76.9%)
27 (58.7%)
Female
10 (42.7%)
6 (66.7%)
3 (23.1%)
19 (41.3%)
Status (n)
Alive
3 (12.5%)
0 (0%)
0 (0%)
3 (6.5%)
Dead
21 (87.5%)
9 (100%)
13 (100%)
43 (93.5%)
Overall survival (months)
Median
76.9
24.0
7.5
32.6
Range
3.4–280.0
4.7–48.8
1.5–34.2
1.5–280.0
IDH1 status (n)
Mutated
18 (75.0%)
4 (44.4%)
1 (7.7%)
23 (50.0%)
Wildtype
6 (25.0%)
5 (55.6%)
12 (92.3%)
23 (50.0%)
ATRX status (n)
Loss
20 (83.3%)
4 (44.4%)
4 (30.8%)
28 (60.9%)
Retained
4 (16.7%)
5 (55.6%)
9 (69.2%)
18 (39.1)
1P/19Q status (n)
CO-DEL
0
0
0
0
1P-DEL
0
1 (11.1%)
1 (7.7%)
2 (4.3%)
19-DEL
0
0
0
0
NON-DEL
5 (20.8%)
2 (22.2%)
2 (15.3%)
9 (19.6%)
Not determined
19 (79.2%)
6 (66.7%)
10 (76.9%)
35 (76.0%)
hTERT promoter mutation
Mutated
6 (25.0%)
3 (33.3%)
9 (69.2%)
18 (39.1%)
C228T
5 (83.3%)
2 (66.7%)
8 (88.9%)
15 (83.3%)
C250T
1 (16.7%)
1 (33.3%)
1 (11.1%)
3 (16.7%)
None
17 (75.0%)
5 (55.6%)
4 (30.8%)
26 (56.5%)
Not determined
1 (4.1%)
1 (11.1%)
0
2 (4.3%)
ALT status
Negative
12 (50%)
5 (55.6%)
12 (92.3%)
29 (63.0%)
Positive
12 (50%)
4 (44.4%)
1 (7.7%)
17 (37.0%)
KI67 proliferation rate
Mean (%)
3.3
9.7
10.2
6.7
Range (%)
0–30
3–20
2–35
0–35
CS-TL
Median
11.8
13.6
3.5
11.0
Range
− 1.1 to 36.7
− 3.9 to 31.5
− 6.0 to 25.2
− 6.0 to 36.7 Modified Eagle Medium (DMEM) (Gibco, Germany) sup-
plemented with 10% tetracycline-free fetal calf serum (FCS)
(Clontech, USA) and standard antibiotics (Gibco, Germany). 1 µM doxycycline was used (Sigma Aldrich, Germany) to
induce expression. Cell proliferation was assessed using the
CellTiter-Blue Assay (Promega, Germany) as described pre-
viously [32] using the FLUOstarOPTIMA (BMG Labtech,
Germany) fluorometer. Modified Eagle Medium (DMEM) (Gibco, Germany) sup-
plemented with 10% tetracycline-free fetal calf serum (FCS)
(Clontech, USA) and standard antibiotics (Gibco, Germany). 1 µM doxycycline was used (Sigma Aldrich, Germany) to
induce expression. (D)‑2‑hydroxyglutarate (DGH2) assay The DGH2 assay used was based on an enzymatic assay as
previously described [9]. The detailed protocol can be found
in the Supplementary Materials and methods. Quantitative fluorescence in situ hybridization
(Q‑FISH) TL analysis was done by a modified protocol of immuno-
quantitative fluorescence in situ hybridization (Q-FISH) as
previously described [31–35]. FFPE sections of the cohort
were deparaffinized and rehydrated before antigen retrieval
in 10 mM citrate buffer (pH 6.0). Slides were permeabilized
with 0.2% Triton X-100 and blocked for 30 min in serum-
free buffer (Rotiblock 1:10, Roth, Germany). Actin fibers
were first stained with primary antibody mouse anti-human
alfa-SMA (1:200, DAKO, Germany) and a goat anti-mouse
Alexa Fuor 633 (1:100, Thermo Fisher, Germany) as sec-
ondary antibody. Next, cells were post-fixed in formalin for
30 s and dehydrated with increasing ethanol series before
telomere staining. For cells in culture, cells were recovered
from culture, fixed in methanol:acetic acid (3:1), cytospin,
air dried and dehydrated with ethanol before telomeres
were stained. Telomere staining consisted in providing a
hybridization mixture containing the Cy3-(C3TA2) peptide
nucleic acid (PNA) probe (Panagene, South Korea) to the
slides for 3 min at 85 °C for DNA denaturation. Slides were
then hybridized for 2 h at room temperature in a humidified
chamber. Next, slides were washed with a formamide-based
buffer, DAPI stained, and mounted with Vectashield antifade
mounting medium (Vector Labs, USA). Fluorescence was
acquired with the high-resolution laser-scanning microscope
LSM710 (Zeiss, Germany). H&E stained sections were ana-
lyzed in parallel for all cases to identify tumor areas. Fluo-
rescent image capture was done with ×63 optical magnifica-
tion and ×1.2 zoom. A multi-tracking mode of 0.5 μm-steps
was used to acquire images of DAPI, Cy3 and Alexa Fluor ALT assessment All astrocytoma cases were assessed for the presence of ALT
phenotype using telomere Q-FISH staining. ALT positivity
was identified by large, ultrabright, clumpy, intranuclear foci
of telomere FISH signals, as previously described [20, 21]. A tumor was defined as ALT-positive, when the following
two criteria were fullfilled: (1) the presence of ultra-bright
intranuclear foci of telomere FISH signals (ALT-associated
telomeric foci), with integrated total signal intensities for
individual foci being > 10-fold the mean signal intensities
per cell of all telomeric signals from endothelial cells within
the same case and (2) the number of cells with ALT-associ-
ated telomeric foci being 1% or more of the total number of
tumor cells assessed per case [20, 21]. Cell culture, proliferation and clonogenicity Cell proliferation was assessed using the
CellTiter-Blue Assay (Promega, Germany) as described pre-
viously [32] using the FLUOstarOPTIMA (BMG Labtech,
Germany) fluorometer. For colony-forming unit assays, 2500 cells/well were
seeded in a 6-well format for 10 days before colonies were
fixed and stained with Cristal Violet (Sigma, Germany). For
agar assays, 8000 cells/well were seeded in a 6-well format
and incubated for 3 weeks before cells were stained with
Cristal Violet. Images were acquired with a Cool Snap™
HQ2 digital camera (Photometrics, USA) on an Axiophot 2
microscope (Carl Zeiss, Germany). Quantification was done 1 3 Journal of Neuro-Oncology (2020) 147:1–14 4 633 stainings. Maximum projection of five single consecu-
tive steps of 1.2 µm each was done for TL quantification
using Definiens software (Definiens, Germany). Nuclei and
telomeres were detected based on the respective DAPI and
Cy3 intensity. Alfa-SMA was used to identify endothelial
cells that were used as an internal control to correct for TL
inter-individual variability [32–38]. A mean number of 150
tumor cells and 100 endothelial cells were assessed per case. To determine the tumor cell-specific telomere length (CS-
TL), the difference (Δ telomere length) between the TL of
astrocytoma cells and the TL of endothelial cells was calcu-
lated and designated in arbitrary units (a.u.) of fluorescence. using ImageJ software (open source). Results are means of
three repeated experiments. ATRX and TERT Immunofluorescence and western
blotting Immunofluorescence for ATRX and TERT followed previ-
ously published protocols [32, 35, 37]. Western blot was car-
ried out according to previous published standard protocols. The detailed protocol can be found in the Supplementary
Materials and methods. RNA extraction, cDNA synthesis and mRNA
expression Determination of TERT and ATRX mRNA expression was
carried out as described presviously[32]. Gene expression
is expressed in fold change according to the 2−ΔΔct method. Additional information can be found in the Supplementary
Materials and methods. Statistical analysis The data was collected via Microsoft Excel 2007 and ana-
lyzed using Stata version 15 (StataCorp LP, USA) or Graph-
Pad Prism 5.0 (GraphPad Software Inc, USA). ANOVA with
Bonferroni correction was used for comparison of more than
two groups. Student’s unpaired t test was used to compare
differences between two groups. Fisher’s exact test was used
to analyze categorical data. Overall survival was defined
from the day of initial surgery until death or date of censor-
ing (July 1st, 2018). Survival data were analysed and we
using Kaplan–Meier and the multivariate Cox regression 1 3 Journal of Neuro-Oncology (2020) 147:1–14 5 ig. 1 Glioma cell-specific telomere length in IDH1WT and
DH1R132H glioma. a Overview of biomarkers status in glioma
atients (n = 46). b Telomere length in glioma vs endothelial cells. c
Telomere length (in arbitrary units, a.u.) in IDH1WT and IDH1R132H
lioma samples; d Telomere length (in a.u.) in IDH1WT and
DH1R132H glioma stratified by WHO tumor grade (DA diffuse astro-
cytoma, AA anaplastic astrocytoma, GBM gliobastoma multiform);
e Kaplan–Meier survival curves (in months) of patients with CS-TL
below (CS-TLshort) or above median; f Kaplan–Meier survival curves
(in months) of patients with CS-TL below (CS-TLshort) or above
median stratified based on IDH1 mutational status Fig. 1 Glioma cell-specific telomere length in IDH1WT and
IDH1R132H glioma. a Overview of biomarkers status in glioma
patients (n = 46). b Telomere length in glioma vs endothelial cells. c
Telomere length (in arbitrary units, a.u.) in IDH1WT and IDH1R132H
glioma samples; d Telomere length (in a.u.) in IDH1WT and
IDH1R132H glioma stratified by WHO tumor grade (DA diffuse astro- cytoma, AA anaplastic astrocytoma, GBM gliobastoma multiform);
e Kaplan–Meier survival curves (in months) of patients with CS-TL
below (CS-TLshort) or above median; f Kaplan–Meier survival curves
(in months) of patients with CS-TL below (CS-TLshort) or above
median stratified based on IDH1 mutational status 1 3 Journal of Neuro-Oncology (2020) 147:1–14 6 found significant differences of CS-TL beween IDH1WT/
TERTpWT and IDH1WT/TERTpmut or IDH1R132H/TERTpWT
and IDH1R132H/TERTpmut tumors (Fig. 2c). model to adjust for age, WHO grade, and IDH1 status. Sur-
vival curves were compared using the log-rank test. found significant differences of CS-TL beween IDH1WT/
TERTpWT and IDH1WT/TERTpmut or IDH1R132H/TERTpWT
and IDH1R132H/TERTpmut tumors (Fig. 2c).i TERTp status was significantly associated with reduced
survival (HR 2.05; 95% CI 1.10–3.86; p = 0.022) in the entire
cohort (Fig. 2d). In vitro overexpression of mutant IDHR132H in a GBM
cell line To understand the role of IDH1R132H mutations in regulating
CS-TL in glioma, we used a doxycycline-inducible GBM
cell line (LN319) expressing IDH1WT and IDH1R132H. The
cell line was previously described and the presence of the
IDH1R132H mutation was confirmed by sequencing [39]. IDHR132H expression induced by doxycycline significantly
stimulated D2HG synthesis (p = 0.01; Fig. 4a), and com-
promised proliferation and clonogenicity (Supplementary
Figure S3A-B). In this in vitro model, induced IDH1R132H
overexpression also resulted in a significant increase in TL
after nine population doublings (Fig. 4b; Supplementary
Figure S3C) and a significant downregulation of ATRX
at transcriptional level (Fig. 4c). Telomere FISH detected
a significant increase in ALTpos cells in IDH1R132H cells
(Fig. 4d, left panels) and loss of ATRX protein expression ALT, ATRX mutations and telomere length Using telomere FISH, we studied the presence of ALT
(ALTpos) on a single cell level in our cohort (Fig. 3a). 37%
of the patients had ALTpos tumors (Table 1) of which 100%
also had an IDH1R132H mutation (Fig. 3b). Further, loss of
ATRX expression (Fig. 3c) and TERTpWT (Fig. 3d) were
associated with the presence of ALT. Both, presence of ALT
and loss of ATRX expression were significantly associated
with longer telomeres (p < 0.001, Fig. 3e, f) and improved
survival (HR 0.42; 95% CI 0.22–0.81; p = 0.007 and HR
0.46; 95% CI 0.4–0.85; p = 0.012, respectively; Fig. 3g, h). However, this association disappeared when adjusting for
age, WHO grade and IDH1 status i a multi-variate analysis
(ALT status: HR 0.62; 95% CI 0.23–1.72; p = 0.36; ATRX
status: HR 1.12; 95% CI 0.43–2.93; p = 0.82). Statistical analysis However, in patients with an IDH1R132H
tumor, TERTp status did not significantly associate with
survival (Fig. 2e), and multivariate analysis unveiled that
TERTp status was not an independent prognostic factor
when adjusting for age, WHO grade, and IDH1 status (HR
1.06; 95% CI 0.50–2.24; p = 0.87). Association of IDH1R132H mutations and telomere
length The incidence of IDH1R132H mutations in our cohort was
50% (Fig. 1a, Table 1). Single cell-based telomere analysis
using modified immuno-Q-FISH (Supplementary Figure
S1A, B) revealed significantly longer TL in astrocytoma as
compared to endothelial cells (p < 0.0001) and a substan-
tial inter-individual variability (Fig. 1b). To overcome this
issue, we used the endothelial cells as internal control, which
allowed correction of the TL of astrocytoma cells for age
and for inter-individual variability (i.e. CS-TL). The CS-TL
was significantly longer in IDH1R132H-mutated tumors as
compared to IDH1WT tumors (Fig. 1c) irrespective of tumor
grade (Fig. 1d), while there were no significant differences
among the different tumor types (p = 0.19, Supplementary
Figure S1C). IDH1R132H mutation was significantly asso-
ciated with improved patient survival (HR 0.28; 95% CI
0.14–0.50; p < 0.001, Supplementary Figure S1C) with simi-
lar tendency (HR 0.47; 95% CI 0.21–1.08; p = 0.076) when
adjusting for age and WHO grade. CS-TL did not signifi-
cantly correlate with prognosis (HR 0.98; p = 0.95) (Fig. 1e). However, when dichotomizing patients based on IDH1 status
and CS-TL, patients with IDH1R132-mutated tumors and long
CS-TL had significantly poorer survival than patients with
IDH1R132-mutated tumors and short CS-TL (HR 1.80; 95%
CI 1.03–3.16; p = 0.030, Fig. 1F). No significant prognostic
value was found for patients with IDHWT tumors (HR 0.98;
95% CI 0.59–1.65; p = 0.95, Fig. 1f). hTERT promoter mutations, IDH1 mutations,
and telomere length [42], our data supports the evidence that
TERTpmut are associated with shorter TL in gliomas. Fig. 3 ATRX, alternative lengthening and survival. a Representa-
tive images showing Q-FISH stained gliomas with (ALTpos) and
without ALT (ALTneg, magnification: 756x). b Number of IDH1WT
and IDH1R132 patients stratified according to ALT status. c Num-
ber of ATRXWT and ATRXmut patients stratified according to ALT
status. d Number of TERTpWT and TERTpmut patients stratified
according to ALT status. e Glioma-specific telomere length (CS-TL
in arbitrary units, a.u.) in ALTneg and ALTpos tumors. f Glioma-spe-
cific telomere length (CS-TL in arbitrary units, a.u.) in tumors with
retained (ATRXret) ATRX and in tumors with ATRX loss (ALTloss). g
Kaplan–Meier survival curves (in months) of glioma patients accord-
ing to ALT status. h Kaplan–Meier survival curves (in months) of
glioma patients according to ATRX mutational status
◂ Fig. 3 ATRX, alternative lengthening and survival. a Representa-
tive images showing Q-FISH stained gliomas with (ALTpos) and
without ALT (ALTneg, magnification: 756x). b Number of IDH1WT
and IDH1R132 patients stratified according to ALT status. c Num-
ber of ATRXWT and ATRXmut patients stratified according to ALT
status. d Number of TERTpWT and TERTpmut patients stratified
according to ALT status. e Glioma-specific telomere length (CS-TL
in arbitrary units, a.u.) in ALTneg and ALTpos tumors. f Glioma-spe-
cific telomere length (CS-TL in arbitrary units, a.u.) in tumors with
retained (ATRXret) ATRX and in tumors with ATRX loss (ALTloss). g
Kaplan–Meier survival curves (in months) of glioma patients accord-
ing to ALT status. h Kaplan–Meier survival curves (in months) of
glioma patients according to ATRX mutational status
◂ Here we showed that the IDH1R132H mutation is directly
associated with a lack of ATRX expression and conse-
quently, ALT as described previously [46]. In our sample,
all tumors with ALT bear IDH1R132H mutations and lost
ATRX expression. Together with the inverse association
of ALT with TERTpmut, our data suggests that ALT is
the major TMM in IDH1R132H astrocytoma. Conversely,
TERTp mutations appear to be the crucial TMM in IDHWT
astrocytoma. Immunofluorescence for TERT protein expression with
DAPI counterstaining (Fig. 4d, right panels) illustrated the
TERT-independent increase of TL in IDHR132H cells. Our data suggests a dichotomy of mechanisms in astro-
cytoma depending on the presence of IDH1 mutations
(Fig. 5). Discussion Maintenance mechanisms of telomeres are promising thera-
peutic targets and small molecule telomerase inhibitors are
currently tested in clinical trials and filed for approval for the
treatment of myeloproliferative syndromes [40, 41]. Exact
understanding of telomere biology in glioma is therefore of
high translational importance, given the completely diverse
prognostic impact of TERTp mutations according to the
IDH1 mutation status. Here we provide evidence suggest-
ing that glioma subgroups with and without IDH1 mutations
use different TMM and describe a new pathway linking the
IDH1R132H mutations to ALT. We also showed that overexpression of IDH1R132H in gli-
oma cells in vitro result in a phenotype that fully mimicked
all phenomena observed in the patient samples. Overex-
pression of IDH1R132H in the glioma cells resulted in D2HG
production, decreased proliferation in vitro, loss of ATRX
expression in vitro and ALT. Reduced ATRX expression
due to IDH1R132H overexpression suggests that IDH1R132H
alone is sufficient to diminish ATRX expression and thereby
induce ALT. However, the importance and functional rel-
evance of this mechanism needs to be further confirmed
in vivo. Further, it remains to be clarified, why IDHR132H
mutated glioma cells favor ATRX mutations, although there
is a second, alternative pathway to suppress ATRX. One major limitation of published studies on telomere
biology in solid cancer was missing availability of tech-
niques that allow the determination of TL on a single cell
level. In most studies performed so far [42–44], TL in tumor
samples was actually derived from a mixture of vessels,
immune cells and normal brain or tumor cells. This impaired
significantly the validity and robustness of such studies. Fur-
thermore, these studies rarely controlled for inter-individual
(mostly genetic) variability of TL or the presence of ALT. In our study, we developed a modified immuno-Q-FISH
technique for the determination of the TL in glioma cells
at a single cell level, thus allowing to overcome some of
these limitations not only by measuring tumor cells individu-
ally but also by using endogenous endothelial cells as non-
malignant controls. Using this technique, we could show
an increased CS-TL in IDH1R132H mutated as compared to
IDH1WT tumors. An obvious mechanism linking IDH1R132H phenotype to
the loss of ATRX in human glioma may be the existence of
a typical hypermethylation/CpG island methylation of the
ATRX gene. Our data partially supports the results found by
Ohba et al. hTERT promoter mutations, IDH1 mutations,
and telomere length The incidence of TERTpmut was 43% of which 84% harbored
a C228T point mutation and 16% had a C250T point muta-
tion (Supplementary Figure S2A) (Table 1). The presence of
TERTpmut was associated with IDH1WT (p = 0.007) (Fig. 2a). TERTpmut tumors had slightly shorter CS-TL than
TERTpWT tumors (p = 0.05) (Fig. 2b). When analyzing
CS-TL according to IDH1 and TERTpmut status, we con-
firmed the increased CS-TL of IDH1R132 tumors but did not 1 3 ournal of Neuro-Oncology (2020) 147:1–14
Fig. 4d) middle panels). Induced IDHR132H overexpres-
ion neither altered the TERTpmut status after short or
long-term culture (Supplementary Figure S3D) nor signi
cantly increased TERT mRNA expression level (Fig. 4
g. 2 TERT promotor, glioma cell-specific telomere length and
DH status. a Distribution of IDH1WT and IDH1R132H among the
ERTpmut and TERTpWT patients (p = 0.001, X2-test). b Glioma-
pecific telomere length (CS-TL, in arbitrary units, a.u.) in TERTpWT
and TERTpmut tumors. c CS-TL (in a.u.) of glioma patients acco
ing to IDH1 and TERTpmut status. d Kaplan–Meier survival curves
TERTpWT and TERTpmut patients. e Kaplan–Meier survival curves
TERTpWT and TERTpmut patients stratified after IDH1 status 7 Journal of Neuro-Oncology (2020) 147:1–14 Fi
2 TERT
t
li
ll
ifi
t l
l
th
d
d TERT mut t
CS TL (i
)
f
li
ti
t
d Fig. 2 TERT promotor, glioma cell-specific telomere length and
IDH status. a Distribution of IDH1WT and IDH1R132H among the
TERTpmut and TERTpWT patients (p = 0.001, X2-test). b Glioma-
specific telomere length (CS-TL, in arbitrary units, a.u.) in TERTpWT and TERTpmut tumors. c CS-TL (in a.u.) of glioma patients accord-
ing to IDH1 and TERTpmut status. d Kaplan–Meier survival curves of
TERTpWT and TERTpmut patients. e Kaplan–Meier survival curves of
TERTpWT and TERTpmut patients stratified after IDH1 status (Fig. 4d) middle panels). Induced IDHR132H overexpres-
sion neither altered the TERTpmut status after short or (Fig. 4d) middle panels). Induced IDHR132H overexpres-
sion neither altered the TERTpmut status after short or long-term culture (Supplementary Figure S3D) nor signifi-
cantly increased TERT mRNA expression level (Fig. 4e). 1 3 Journal of Neuro-Oncology (2020) 147:1–14 8 8
Journal of Neuro-Oncology (2020) 147:1 1 3 Journal of Neuro-Oncology (2020) 147:1–14 9 association of ALT and TERTp mutations in the multivari-
ate analysis have to be interpreted with caution. In line with
Heidenreich et al. hTERT promoter mutations, IDH1 mutations,
and telomere length In one tumor with TERTp mutations and ALT, the
co-existance of two distinct TMM in IDH1R132H cells of the
same tumor (ALT and telomerase-dependent mechanisms)
may exist, similar to the mosaic hypothesis previously sug-
gested for other tumor types, e.g. sarcomas [47]. The pro-
posed dichotomy indicates that treatment strategies targeting
telomere maintenance, e.g. treatment with telomerase-inhib-
itors or ALT targeted treatment such e.g. PARP inhibitors
or ATRX directed drugs [48, 49], must be personalized to
the patient according to TMM. It is likely that the use of
telomerase inhibitors can be ineffective or even detrimen-
tal in treating patients with IDHR132H gliomas. Thus, the
determination of ALT could be usefull as predictive marker
to identify patients not responding to telomerase inhibitors. Discussion [50], who showed that IDH1 mutations do not
select for or induce ATRX mutations or TERTpmut. How-
ever, we found no significant reactivation of TERT. Concerning the role of ARTX mutations in gliomas [21,
23, 26–28], we confirmed the association with survival[45]
and with ALT[21] as well as the association among ALT,
ATRX expression loss, and IDH1R132H. However, the sam-
ples size of our cohort does not allow sound conclusions the
prognostic relevance of the different TMM and the lacking i
In conclusion, we found that ALT is the major TMM in
IDH1R132H astrocytomas and that IDH1R132H mutations can
directly suppress ATRX expression resulting in ALT. 1 3 Journal of Neuro-Oncology (2020) 147:1–14 10 Fig. 4 Telomerelength after induction of IDH1R132H expression. a
Production of the metabolite (inM) in the glioma cell line LN319
after the doxycycline-induced overexpression of IDH1R132H and
control conditions. D2HG was measured in the medium supernatant
after three population doublings in culture. b Telomere length in the
doxycycline induced IDH1WT and IDH1R132H cell lines, after nine
population doublings in culture (IDH1WT = 33.76 ± 1.54 a.u, n = 48
vs. IDH1R132H = 47.3 ± 1.93 a.u, n = 29). c Fold change of ATRX
mRNA expression after doxycycline treatment and nine popula-
tion doublings as compared to untreated controls. d Representative
images of Q-FISH stained doxycycline induced IDH1WT (upper row)
and IDH1R132H cell lines (lower row). All images correspond to cell
culture after 14 population doublings. The presence of ALT (left
panel: telomere FISH (red), DAPI counterstaining), ATRX protein
expression (middle panel: ATRX immunofluorescence (green), DAPI
counterstaining), and TERT expression (right panel: TERT immuno-
fluorescence (green), DAPI counterstaining) is given (magnification
756x). e TERT expression levels (fold change) at the mRNA level
of doxycycline-induced IDH1WT and IDH1R132H cell lines after nine
population doublings in culture images of Q-FISH stained doxycycline induced IDH1WT (upper row)
and IDH1R132H cell lines (lower row). All images correspond to cell
culture after 14 population doublings. The presence of ALT (left
panel: telomere FISH (red), DAPI counterstaining), ATRX protein
expression (middle panel: ATRX immunofluorescence (green), DAPI
counterstaining), and TERT expression (right panel: TERT immuno-
fluorescence (green), DAPI counterstaining) is given (magnification
756x). e TERT expression levels (fold change) at the mRNA level
of doxycycline-induced IDH1WT and IDH1R132H cell lines after nine
population doublings in culture Fig. 4 Telomerelength after induction of IDH1R132H expression. images of Q-FISH stained doxycycline induced IDH1WT (upper row)
and IDH1R132H cell lines (lower row). All images correspond to cell
culture after 14 population doublings. The presence of ALT (left
panel: telomere FISH (red), DAPI counterstaining), ATRX protein
expression (middle panel: ATRX immunofluorescence (green), DAPI
counterstaining), and TERT expression (right panel: TERT immuno-
fluorescence (green), DAPI counterstaining) is given (magnification
756x). e TERT expression levels (fold change) at the mRNA level
of doxycycline-induced IDH1WT and IDH1R132H cell lines after nine
population doublings in culture Discussion a
Production of the metabolite (inM) in the glioma cell line LN319
after the doxycycline-induced overexpression of IDH1R132H and
control conditions. D2HG was measured in the medium supernatant
after three population doublings in culture. b Telomere length in the
doxycycline induced IDH1WT and IDH1R132H cell lines, after nine
population doublings in culture (IDH1WT = 33.76 ± 1.54 a.u, n = 48
vs. IDH1R132H = 47.3 ± 1.93 a.u, n = 29). c Fold change of ATRX
mRNA expression after doxycycline treatment and nine popula-
tion doublings as compared to untreated controls. d Representative 1 3 11 Journal of Neuro-Oncology (2020) 147:1–14 Fig. 5 Overview of the two
mechanisms of telomere
maintenance. a Acquisition
of IDH1R132H mutation leads
to reduced ATRX expression
and ALT. b Acquisition of
TERTpmut mutation results in
increased telomerase expression
and telomere elongation via
telomerase are handled by the DKFZ Technology Transfer department. The other
authors have nothing to disclose. Acknowledgements Open Access funding provided by Projekt DEAL. We would like to thank Andreas von Deimling for his excellent com-
ments on the manuscript. Further, we are thankful to Anne Abels for
the excellent technical assistance. 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/. Author contributions MSVF: Performed the experiments analyzed,
interpreted the data and wrote the manuscript. MDS: Performed the
IHC experiments, analyzed and interpreted the data, and revised the
manuscript. SP: Provided and helped performing the 2HG and the
LN319 IDHR132H assays and revised the manuscript. DB: Provided
clinical data and interpreted the data. ASB: performed experiments
and analyzed the data. BWK: Provided patient samples, clinical data
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Getting practice into evidence
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Leading article/Uvodnik
Getting practice into evidence
S prakso podprti dokazi Leading article/Uvodnik Roger Watson Make sure you read the title correctly as it is more
common to see titles that examine 'getting evidence
into practice'. I am not just playing with words here; I
think we have had at least two decades of calls to close
the gap between evidence and practice which assume
that the evidence exists and, if it exists, it must be
implemented (Watson, 2015). However, 'evidence' is
rarely unequivocal and, where the benefits may be small,
it is not easy—and probably not worth—convincing
those who hold health service budgets to make changes
which may or may not be more expensive.h staff and their allied health and medical colleagues see
the problem, they will not know that it is being fixed. Unless these frontline staff are asked what problems
they face, and they rarely are in my experience, then
nobody will know what their problems are. But how
does this relate to my title 'Getting practice into
evidence'? By getting practice into evidence I mean that the
evidence presented to frontline healthcare workers
should address the problems they face. To achieve
that they must be given the opportunity to express
the problems they face in their clinical work and
the evidence - where it exists - should be sought to
help them address those problems. In that way, the
evidence will be based on practice issues and, thereby,
on practice and is more likely to be owned, adopted
and implemented. Where the evidence does not exist
- and this is remarkably common - then this provides
the opportunity for research projects. These are likely
to be small scale and not definitive but they will be
the first steps in the direction of solving recognised
problems and contribute to the body of knowledge
and, ultimately, to the evidence base. The problem with evidence is that its generation
is usually policy driven, either at national level or
at whatever organisational level health services are
administered across the globe (Watson, 2002). A
problem becomes apparent, a public scandal over
health care arises, such as at the Mid-Staffordshire
Hospital in England (Francis, 2013) or, more
commonly, something is costing too much and the
search for solutions begins. The assumption is that
something can be done about it, driven by the belief
that something must be done about it. Obzornik zdravstvene nege, 50(3), pp. 180–182. Obzornik zdravstvene nege, 50(3), pp. 180–182. Professor Roger Watson, PhD, RN, FAAN; Faculty of Health and Social Care, University of Hull, HU6 7RX UK, Hull, U Correspondence e-mail/Kontaktni e-naslov: R.Watson@hull.ac.uk Professor Roger Watson, PhD, RN, FAAN; Faculty of Health and Social Care, University of Hull, HU6 7RX UK, Hull, UK
Correspondence e-mail/Kontaktni e-naslov: R.Watson@hull.ac.uk
Received/Prejeto: 11. 7. 2016
Accepted/Sprejeto: 25. 8. 2016 Leading article/Uvodnik
Getting practice into evidence
S prakso podprti dokazi This is the classic
'top down' approach and it is expedited, usually, by
evidence synthesis. If it is by research, such an agenda
is set that the academics who take up these projects
have little leeway to exercise their imaginations and,
actually, make a discovery. In a sense, the answer
is 'begged' and if it is not found then the project is
deemed to have failed; the very antithesis of science
which ensues through curiosity and inquiry.h y
Over the past few decades, small scale research
seems to have been eschewed in favour of large scale,
multi-million euro, multidisciplinary and large team
collaborative research. This is clearly an effective
strategy for problems which can be addressed this
way and the RN4CAST project is an obvious and very
successful example (Aiken, et al., 2014). However, while
staff-to-patient ratios are an issue for frontline staff, I
doubt many are vexed about the proportion of graduate
nurses in the profession and, in terms of staff to patient
ratios, frontline staff have no control over this. Small
scale local research projects are ideal for solving local
problems and they should not be dismissed, as so
often they are. They can lead to greater things and it is
impossible to predict where they will lead. The problem with the 'top down' approach to
evidence implementation is that evidence-driven
changes are usually being implemented by people who
did not know they had the problem in the first place. If they do not see the sense in the change, then, unless
coerced into doing so by micro-management, they will
subvert the change anyway; such is the fate of so many
good policy driven intentions. Unless frontline nursing http://dx.doi.org/10.14528/snr.2016.50.3.105 Watson, R., 2016. / Obzornik zdravstvene nege, 50(3), pp. 180–182. 181 However, getting practice into evidence and back
again into practice does not happen by accident. Presently, we provide undergraduate nurses and allied
health students with training in research and evidence-
based practice. This, of course, is essential but it is only
part of the solution. At the clinical level there needs
to be a commitment and a strategy to ensuring that
evidence and practice are linked. Strategy means
budgets and personnel and a visible commitment
to the cause. Therefore, how many hospitals have a
research or evidence-based practice unit - actually
concerned with doing research and not, as in so many
cases, simply regulating it? Leading article/Uvodnik
Getting practice into evidence
S prakso podprti dokazi How many hospitals have a
group related to research and evidence-based practice
that includes frontline clinical staff? prostora za oblikovanje novih idej in dejanska
znanstvena odkritja. Če rezultati ne ustrezajo željam
in potrebam, projekt ne bo uspešen, kar predstavlja
pravo nasprotje znanosti, ki se razvija na temelju
vedoželjnosti in raziskovanja. j
j
Problem pristopa z »vrha navzdol« pri z dokazi
podprti praksi je predvsem to, da spremembe, ki jih
narekujejo dokazi, izvajajo posamezniki, ki se niti
ne zavedajo, da problem obstaja. Če se izvajalci ne
zavedajo pomena sprememb, jih ne bodo podpirali
in jih bodo izvajali le pod pritiskom neposrednih
vodij. Tako pogosto propadejo številne dobre namere
zdravstvene politike. Če se v vodstvih zdravstvene nege
in povezanih zdravstvenih disciplin problema ne bodo
zavedali, tudi ne bodo vedeli, ali je problem rešen. Če
vodilnih delavcev ne bomo povprašali, s kakšnimi
problemi se soočajo, in to se po mojih izkušnjah le
redko zgodi, nihče ne bo vedel, kakšni so ti problemi. In kako se to povezuje z naslovom prispevka »S prakso
podprti dokazi«? f
I will not end this editorial with a solution, rather I
will point you to one excellent example where solutions
are being sought which is the Evidence-based Council
at Sheffield Teaching Hospitals National Health Service
Trust in England (http://tinyurl.com/z39o2p2). Here an identifiable and funded group of committed
individuals ask what the problems are, help staff to find
solutions and then help them to publish those solutions. They also hold annual celebrations of achievement. I
consider this an exemplary demonstration of how to
bring practice and evidence closer together and if you
want to know more, then information is easy to obtain
on Google. Zagovarjam stališče, da bi morali dokazi iz prakse,
predstavljeni
vodilnim
zdravstvenim
delavcem,
naslavljati probleme, s katerimi se le-ti soočajo. Zdravstveni delavci bodo učinkovito opravljali svoje
delo le, če bodo imeli možnost izraziti probleme, ki
jih v klinični praksi zaznavajo. Potrebno je poiskati
dokaze (kjer le-ti obstajajo), ki bi omogočili reševanje
problemov. Tako bi dokazi temeljili na problemih iz
klinične prakse, torej na praksi, kar je lažje privzeti,
sprejeti in izvajati. Kjer dokazi ne obstajajo, kar se
dogaja izjemno pogosto, se ponujajo možnosti za
raziskovanje. Taki raziskovalni projekti bi bili verjetno
manjšega obsega in nedokončni, predstavljali pa bi
prvi korak in usmeritev pri reševanju prepoznanih
problemov ter prispevali nova spoznanja in končno
tudi širitev baze dokazov. Slovenian translation/Prevod v slovenščino Ste prav prebrali naslov? Pogosteje se namreč
srečujemo s prispevki, ki preučujejo »z dokazi podprto
prakso« V naslovu se ne poigravam z besedami – že
vsaj dve desetletji se pojavljajo zahteve, da se izpolni
vrzel med dokazi in klinično prakso, ki predpostavlja,
da dokazi obstajajo, in če obstajajo, jih je potrebno v
praksi uporabiti (Watson, 2015). Vendar pa so »dokazi«
le redko nedvoumni, in kadar so koristi majhne, ni
enostavno oziroma ni vredno prepričevati plačnikov
zdravstveni storitev, da uvajajo spremembe, ki so (ali
morda tudi ne) povezane z večjimi stroški. V zadnjih desetletjih se manjše raziskave umikajo
večjim multidisciplinarnim raziskovalnim projektom,
ki so podprti z večmilijonskimi sredstvi in kjer
sodelujejo številni znanstveniki različnih disciplin. To je seveda uspešna strategija za reševanje določenih
problemov; kot odličen primer lahko izpostavimo
projekt RN4CAST (Aiken, et al., 2014). Čeprav se vodilni
zdravstveni delavci zavedajo problema številčnega
razmerja med zdravstvenimi delavci in pacienti,
pa je manj izražena skrb glede števila diplomiranih
medicinskih sester med izvajalci zdravstvene nege
oz. števila pacientov na posamezno diplomirano
medicinsko sestro, na kar imajo vodilne medicinske
sestre le neznaten vpliv. Z manjšimi raziskovalnimi
projekti lahko uspešno rešujemo lokalne probleme,
zato jih ni smiselno opuščati, čeprav se danes to žal
pogosto dogaja. Rezultati takih raziskovanj so lahko
osnova za pomembne spremembe in težko je v celoti
predvideti njihovo vrednost. p
j
Problem dokazov je predvsem to, da njihovo
oblikovanje vodi zdravstvena politika na nacionalni
ravni ali na ravni organizacij, ki opravljajo zdravstvene
storitve v različnih delih sveta (Watson, 2002). Iskanje
ustreznih rešitev se lahko prične šele, ko je problem
na področju zdravstva v javnosti prepoznan in
morda doseže sramotne razsežnosti, kot kaže primer
bolnišnice Mid-Staffordshire (Mid-Staffordshire
Hospital) v Angliji (Francis, 2013), ali pa največkrat
zato, ker je trenutno reševanje problema povezano z
velikimi stroški. Predpostavlja se, da je rešitev možno
najti zato, ker jo je potrebno najti. To je klasičen
pristop »z vrha navzdol«, ki se običajno pospeši s
sintezo dokazov. Če to sintezo izvedejo znanstveniki
– raziskovalci, imajo pri tem le malo manevrskega Zavedati se moramo, da vključevanje prakse v
iskanje dokazov in le-teh nazaj v klinično prakso ni
samodejen proces. Danes se medicinske sestre in Watson, R., 2016. / Obzornik zdravstvene nege, 50(3), pp. 180–182. 182 dosežke tudi obeležijo. Gre za odličen zgled zbliževanja
prakse in dokazov, še več o njem si lahko preberete na
spletu. dosežke tudi obeležijo. Slovenian translation/Prevod v slovenščino Gre za odličen zgled zbliževanja
prakse in dokazov, še več o njem si lahko preberete na
spletu. drugi zdravstveni delavci že v času dodiplomskega
izobraževanja usposabljajo za raziskovalno delo in z
dokazi podprto prakso. To so seveda temelji, vendar
le del rešitve. V klinični praksi so potrebni predanost
zagotavljanju povezovanja dokazov s prakso in temu
ustrezne strategije. Strategije vključujejo financiranje
in zagotavljanje kompetentnih zdravstvenih
strokovnjakov ter izraženo predanost doseganju teh
ciljev. Torej, koliko bolnišnic ima svoje enote, ki se
ukvarjajo z raziskovanjem in z dokazi podprto prakso? Koliko bolnišnic dejansko opravlja raziskovalno
delo in ga ne le usmerja, kar se v večini primerov
dogaja? Koliko bolnišnic v to delo vključuje vodilne
medicinske sestre? Cite as/Citirajte kot:
Watson, R., 2016. Getting practice into evidence. Obzornik zdravstvene nege, 50(3), pp. 180–182. http://dx.doi.org/10.14528/snr.2016.50.3.105 /
j
Watson, R., 2016. Getting practice into evidence. Obzornik zdravstvene nege, 50(3), pp. 180–182. http://dx.doi.org/10.14528/snr.2016.50.3.105 Literature/Literatura Aiken, L.H., Sloane, D., Bruyneel, L., Van den Heede, K.,
Griffiths, P. & Busse, R. 2014. Nurse staffing and education and
hospital mortality in nine European countries: a retrospective
observational study. Lancet, 383(9931), pp. 1824–1830. Francis, R., 2013. Report of the Mid Staffordshire NHS
Foundation Trust Public Inquiry: executive summary. London:
The Stationery Office. V zaključku svojega prispevka namesto rešitev
navajam odličen zgled iskanja rešitev. V okviru
»Evidence-based Council at Sheffield Teaching
Hospitals National Health Service Trust« v Angliji
(http://tinyurl.com/z39o2p2) deluje skupina
neodvisnih, priznanih in predanih strokovnjakov, ki
na osnovi ugotovljenih problemov zaposlenim rešitve
pomagajo iskati in jih tudi objavljati, vsako leto svoje Watson, R., 2002. Faking an argument: prejudice-based views
and the illusion of scholarship. Nurse Education Today, 22(4),
pp. 273–274. http://dx.doi.org/10.1054/nedt.2002.0788 PMid:12030746 http://dx.doi.org/10.1054/nedt.2002.0788 PMid:12030746 Watson, R., 2105. Who cares about evidence? Working Papers in
the Health Sciences, 1(14), p. 1. etting practice into evidence. Obzornik zdravstvene nege, 50(3), pp. 180–182. http://dx.doi.org/10.14528/snr.2016.50.3.105
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Group early intervention eye movement desensitization and reprocessing therapy as a video-conference psychotherapy with frontline/emergency workers in response to the COVID-19 pandemic in the treatment of post-traumatic stress disorder and moral injury—An RCT study
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Frontiers in psychology
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https://creativecommons.org/share-your-work/cclicenses/. Group early intervention eye movement desensitization and reprocessing therapy as a
video-conference psychotherapy with frontline/emergency workers in response to the
COVID-19 pandemic in the treatment of post-traumatic stress disorder and moral
injury—An RCT study Farrell, D., Moran, J., Zat, Z., Miller, P. W., Knibbs, L., Papanikolopoulos, P., Prattos, T., McGowan, I.,
McLaughlin, D., Barron, I., Mattheß, C., & Kiernan, M. D. (2023). Group early intervention eye movement
desensitization and reprocessing therapy as a video-conference psychotherapy with frontline/emergency
workers in response to the COVID-19 pandemic in the treatment of post-traumatic stress disorder and moral
injury—An RCT study. Frontiers in Psychology, 14, 2-19. Article 1129912. Advance online publication. https://doi.org/10.3389/fpsyg.2023.1129912 Link to publication record in Ulster University Research Portal Link to publication record in Ulster University Research Portal Publication Status:
Published online: 23/03/2023 DOI:
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CC BY Group early intervention eye movement desensitization and reprocessing therapy as a
video-conference psychotherapy with frontline/emergency workers in response to the
COVID-19 pandemic in the treatment of post-traumatic stress disorder and moral
injury—An RCT study Farrell, D., Moran, J., Zat, Z., Miller, P. W., Knibbs, L., Papanikolopoulos, P., Prattos, T., McGowan, I.,
McLaughlin, D., Barron, I., Mattheß, C., & Kiernan, M. D. (2023). Group early intervention eye movement
desensitization and reprocessing therapy as a video-conference psychotherapy with frontline/emergency
workers in response to the COVID-19 pandemic in the treatment of post-traumatic stress disorder and moral
injury—An RCT study. Frontiers in Psychology, 14, 2-19. Article 1129912. Advance online publication.
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DOI 10.3389/fpsyg.2023.1129912 Group early intervention eye
movement desensitization and
reprocessing therapy as a
video-conference psychotherapy
with frontline/emergency workers
in response to the COVID-19
pandemic in the treatment of
post-traumatic stress disorder and
moral injury—An RCT study OPEN ACCESS EDITED BY
Francisco Sampaio,
Escola Superior de Enfermagem do Porto,
Portugal Derek Farrell 1,2*, Johnny Moran 1, Zeynep Zat 1, Paul W. Miller 3,
Lorraine Knibbs 1, Penny Papanikolopoulos 1, Tessa Prattos 1,
Iain McGowan 2, Derek McLaughlin 2, Ian Barron 4,
Cordula Mattheß 1 and Matthew D. Kiernan 5 1 Department for Violence Prevention, Trauma and Criminology (VPTC), School of Psychology,
University of Worcester, Worcester, United Kingdom, 2 School of Nursing and Midwifery, Queen’s
University, Belfast, Northern Ireland, United Kingdom, 3 School of Nursing, Magee Campus, Ulster
University, Northern Ireland, United Kingdom, 4 Centre for International Education, College of
Education, University of Massachusetts, Amherst, MA, United States, 5 Northern Hub for Veteran and
Military Families’ Research, Northumbria University, Newcastle upon Tyne, United Kingdom Farrell D, Moran J, Zat Z, Miller PW, Knibbs L,
Papanikolopoulos P, Prattos T, McGowan I,
McLaughlin D, Barron I, Mattheß C and
Kiernan MD (2023) Group early intervention
eye movement desensitization and
reprocessing therapy as a video-conference
psychotherapy with frontline/emergency
workers in response to the COVID-19
pandemic in the treatment of post-traumatic
stress disorder and moral injury—An RCT study. Front. Psychol. 14:1129912. doi: 10 3389/fpsyg 2023 1129912 Objective: Frontline mental health, emergency, law enforcement, and social
workers have faced unprecedented psychological distress in responding to
the COVID-19 pandemic. The purpose of the RCT (Randomized Controls Trial)
study was to investigate the effectiveness of a Group EMDR (Eye Movement
Desensitization and Reprocessing) therapy (Group Traumatic Episode Protocol—
GTEP) in the treatment of Post-Traumatic Stress Disorder (PTSD) and Moral Injury. The treatment focus is an early intervention, group trauma treatment, delivered
remotely as video-conference psychotherapy (VCP). This early intervention used
an intensive treatment delivery of 4x2h sessions over 1-week. Additionally, the
group EMDR intervention utilized therapist rotation in treatment delivery. Group early intervention eye
movement desensitization and
reprocessing therapy as a
video-conference psychotherapy
with frontline/emergency workers
in response to the COVID-19
pandemic in the treatment of
post-traumatic stress disorder and
moral injury—An RCT study OPEN ACCESS
EDITED BY
Francisco Sampaio,
Escola Superior de Enfermagem do Porto,
Portugal
REVIEWED BY
Selvira Draganovic,
International University of Sarajevo,
Bosnia and Herzegovina
Wilis Srisayekti,
Padjadjaran University,
Indonesia
Yvette Hendrix,
Onze Lieve Vrouwe Gasthuis (OLVG),
Netherlands
Malindi Van Der Mheen,
Amsterdam University Medical Center,
Netherlands
*CORRESPONDENCE
Derek Farrell
d.farrell@worc.ac.uk
SPECIALTY SECTION
This article was submitted to
Psychology for Clinical Settings,
a section of the journal
Frontiers in Psychology
RECEIVED 22 December 2022
ACCEPTED 22 February 2023
PUBLISHED 23 March 2023 Introduction Sritharan et al., 2020; Beames et al., 2021; Billings et al., 2021; Do and
Frank, 2021; Norman et al., 2021; Carmassi et al., 2022; Feingold et al.,
2022; Ghahramani et al., 2022; Smith et al., 2022). COVID-19 risk
factors on mental health depend on the individual and the context. These included the risk heightened stress and anxiety, limited
resources and protection, exposure to the virus and fear of exposing
family, partners, and relatives, long shift patterns, sleep disruption and
deprivation, burnout, and broader impact on work/life balance
(Johnson et al., 2020; Raudenská et al., 2020; Sasangohar et al., 2020;
Shreffler et al., 2020; de Kock et al., 2021; Lasalvia et al., 2021). Additionally, pre-existing anxiety/depression, exposure to previous
adverse life experiences, and dissociative symptoms may contribute to
PTSD in frontline health and emergency workers (Greenberg et al.,
2020; Williamson et al., 2020; Billings et al., 2021; Greene et al., 2021;
Miguel-Puga et al., 2021). Frontline mental health, emergency, law enforcement, and social
workers have faced unprecedented psychological distress in
responding to the COVID-19 pandemic, with around 22% meeting
the criteria for Post-Traumatic Stress Disorder [PTSD]–a mental
health condition caused by a traumatic experience (Wild et al., 2016,
2022; Johnson et al., 2020; Greene et al., 2021; Nagarajan et al., 2022;
Watson, 2022; Yunitri et al., 2022). Continued psychological distress
potentially may result in adverse outcomes including substance
misuse, suicide risk, burnout, compassion fatigue, and secondary
traumatization (Arpacioglu et al., 2021; Hooper et al., 2021). Although
the impact of psychological harm may have delayed onset,
implementing effective early intervention measures that seek to
mitigate the potential development of PTSD is essential (Haugen et al.,
2012; Hooper et al., 2021; Brunet et al., 2022). Early intervention in
the aftermath of psychological trauma is defined as a treatment
administered at the earliest possible time, sometimes within hours of
the traumatic event, but is considered any intervention within the first
3 months after exposure (Dyregrov and Regel, 2012) consider four
important principles related to early trauma interventions: immediacy,
proximity, expectancy, and flexibility. Acknowledging the COVID-19
pandemic has sharply increased the demand on frontline emergency
workers; nonetheless, organizations require evidence-based
information about available psychological programs to address the
mental health needs of staff (Jecker et al., 2020; Rasheed et al., 2020; Ruck et al. (2013) stipulate that early trauma interventions are
designed to neither prevent, nor treat, PTSD. COPYRIGHT © 2023 Farrell, Moran, Zat, Miller, Knibbs,
Papanikolopoulos, Prattos, McGowan,
McLaughlin, Barron, Mattheß and Kiernan. 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. Methods: The study’s design comprised a delayed (1-month) treatment intervention
(control) versus an active group. Measurements included the International Trauma
Questionnaire (ITQ), Generalized Anxiety Disorder Assessment (GAD-7), Patient
Health Questionnaire (PHQ-9), Moral Injury Events Scale (MIES), and a Quality-of-
Life psychometric (EQ-5D), tested at T0, T1: pre—treatment, T2: post-treatment,
T3: 1-month follow-up (FU), T4: 3-month FU, and T5: 6-month FU. The Adverse
Childhood Experiences – International version (ACEs), Benevolent Childhood
Experience (BCEs) was ascertained at pre-treatment only. N = 85 completed the
study. Results: Results highlight a significant treatment effect within both active and
control groups. Post Hoc comparisons of the ITQ demonstrated a significant 01 Frontiers in Psychology frontiersin.org Farrell et al. 10.3389/fpsyg.2023.1129912 10.3389/fpsyg.2023.1129912 difference between T1 pre (mean 36.8, SD 14.8) and T2 post (21.2, 15.1)
(t11.58) = 15.68, p < 0.001). Further changes were also seen related to co-morbid
factors. Post Hoc comparisons of the GAD-7 demonstrated significant difference
between T1 pre (11.2, 4.91) and T2 post (6.49, 4.73) (t = 6.22) = 4.41, p < 0.001; with
significant difference also with the PHQ-9 between T1 pre (11.7, 5.68) and T2
post (6.64, 5.79) (t = 6.30) = 3.95, p < 0.001, d = 0.71. The treatment effect occurred
irrespective of either ACEs/BCEs during childhood. However, regarding Moral
Injury, the MIES demonstrated no treatment effect between T1 pre and T5
6-month FU. The study’s findings discuss the impact of Group EMDR therapy
delivered remotely as video-conference psychotherapy (VCP) and the benefits of
including a therapist/rotation model as a means of treatment delivery. However,
despite promising results suggesting a large treatment effect in the treatment of
trauma and adverse memories, including co-morbid symptoms, research results
yielded no treatment effect in frontline/emergency workers in addressing moral
injury related to the COVID-19 pandemic. Conclusion: The NICE (2018) guidance on PTSD highlighted the paucity of EMDR
therapy research used as an early intervention. Clinical Trial Registration: Clinicaltrials.gov, ISRCTN16933691. Clinical Trial Registration: Clinicaltrials.gov, ISRCTN16933691. KEYWORDS
EMDR early intervention, group treatment, COVID-19, emergency and frontline
workers, therapist rotation, posttraumatic stress disorder, moral injury Frontiers in Psychology COPYRIGHT The primary rationale for this study
was to address this critical issue. In summary, treatment results for group EMDR,
delivered virtually, intensively, using therapist rotation are tentatively promising,
however, the moral dimensions of trauma need consideration for future
research, intervention development, and potential for further scalability. The data
contributes to the emerging literature on early trauma interventions. Clinical Trial Registration: Clinicaltrials.gov, ISRCTN16933691. Clinical Trial Registration: Clinicaltrials.gov, ISRCTN16933691. frontiersin.org Introduction In addition to Acute Stress Disorder [ASD] (Brunet et al., 2022) and
PTSD, another critical issue to return to, is moral injury. In reviewing
the academic literature outlined in Figure 1, moral injury results from
an act, or failure to act, that creates an ethical transgression, either by
self or witnessed, which damages one’s conscience or moral compass
(Litz et al., 2009) refers to the impact of moral injury as emotional,
psychological, social, behavioral, and spiritual. However, there is
insufficient explanation of moral injury within the current
understanding of PTSD and its subsequent treatment (Barnes et al.,
2019; Griffin et al., 2019; Koenig et al., 2019, 2020). Treating core PTSD
symptoms does not address moral trauma—the same is true vice-versa
(Farnsworth, 2019; Borges et al., 2020). A further definition of moral
injury provided by Brock and Lettini (2012) describes it as a ‘wound of
the soul’ when existing core moral foundations cannot be justified,
sufficiently processed, and integrated into a reliable identity and
meaning system sustains relationships and human flourishing. A study
carried out with military mental health nurses by Jamieson et al. (2020a,b) relates moral injury to frontline workers. They describe it as
experiencing existential, psychological, social, emotional, and spiritual/
religious damage arising from a violation or betrayal (by omission or
commission) of the core moral framework and manifesting through
feelings of shame, guilt, stigma, and self-condemning, or self-sabotaging
behaviors. The core aspects of moral injury pertaining to the COVID-19
pandemic are highlighted in Figure 1 (Koenig et al., 2019; Borges et al.,
2020; Williamson et al., 2020; Amsalem et al., 2021; Cartolovni
et al., 2021). p
A humanitarian crisis emerges when an event threatens a
population’s health, safety, and well-being. COVID-19 creates a
familiar narrative frequently witnessed in humanitarian emergencies
where demand for mental health provision outstrips the supply
available (Carriere, 2014; Dunkley, 2018; Eichfeld et al., 2019; Mattheß
et al., 2019, 2020; Farrell et al., 2020; Pupat et al., 2022). As Bryant
(2022) highlighted earlier, interventions need adaptation to meet the
needs of as many as possible. One such adaptation within EMDR
therapy is Group Interventions. Kaptan et al. Introduction Early organization
interventions are useful in facilitating mutual support, identifying
those that may require additional assistance, improving social
cohesion, reducing harmful responses, and improving occupational
functioning (Creamer et al., 2012; Dyregrov and Regel, 2012; Richins
et al., 2020). Bryant (2021, 2022) and Magruder et al. (2017) consider
that despite the continued debate surrounding the optimal strategies
used in the immediate period following trauma exposure, the specific
objective should always be preventing the onset of PTSD and other
co-morbidities. 02 frontiersin.org Farrell et al. Farrell et al. 10.3389/fpsyg.2023.1129912 Group Protocol with Children. Results suggested that Group EMDR
protocols might effectively improve a wide range of mental health-
related outcomes, including post-traumatic stress disorder (PTSD),
depression and anxiety, compared with pre-treatment and control
groups. However, Kaptan et al. (2021) concluded that the included
studies are limited to methodological challenges with a high risk
of bias. Group Protocol with Children. Results suggested that Group EMDR
protocols might effectively improve a wide range of mental health-
related outcomes, including post-traumatic stress disorder (PTSD),
depression and anxiety, compared with pre-treatment and control
groups. However, Kaptan et al. (2021) concluded that the included
studies are limited to methodological challenges with a high risk
of bias. The dynamic nature of PTSD in the immediate aftermath of
trauma presents both opportunities and challenges concerning early
trauma interventions (Price et al., 2018). Furthermore, the malleability
of symptoms post-adversity exposure suggests that early interventions
can alter the course of trauma sequelae, provided those interventions
are both flexible and adaptive (Asmussen et al., 2019; Roberts et al.,
2019; Hooper et al., 2021; Bryant, 2022). Therefore, the primary
endeavor of any early trauma intervention response should be: The Group Trauma Episode Protocol [GTEP], developed by
Shapiro and Laub (2008), is an evidence-based EMDR intervention
used in the treatment of recent natural and human disasters (Acarturk
et al., 2016; Roberts, 2018; Womersley and Arikut-Treece, 2019;
Kaptan et al., 2021; Pink et al., 2022). An essential aspect of GTEP is
that the client does not disclose any details regarding their trauma
experiences. Within EMDR therapy this is known as ‘Blind 2 therapist
(Farrell et al., 2020, 2022). There are distinct advantages to this. The
rationale surrounding non-disclosure may potentially involve trauma
memories that invoke shame, survivor guilt, moral injury, or fear of
recrimination and stigma. Introduction Dimensions surrounding moral injury are
pertinent as these either relates to inner core values, or external such
as betrayal or breaches of trust. 1. Reduce trauma stress reactions. 2. Provide authentic support. 3. Enhance coping. 4. Empower resilience. 5. Minimize the risk of burnout and vicarious traumatization. 6. Diminish the risk of developing other mental health and
psychological difficulties with the potential to impact
psychological well-being. Roberts et al. (2019) published a systematic review of 61 studies
of early psychological interventions. Their review supported trauma-
focused cognitive behavioral therapy (CBT-TF), cognitive therapy
without exposure, and eye movement desensitization and reprocessing
(EMDR) for individuals reporting traumatic stress symptoms. They
concluded that the research was more robust for CBT-TF. However,
NICE guidance on PTSD (2018) highlights the lack of research
supporting using EMDR as an early trauma intervention. For frontline and emergency workers, stigma remains a substantial
barrier to seeking psychological support (Clement et al., 2015;
Gronholm et al., 2021). Diop et al. (2022), in a study investigating 723
frontline workers, determined that 44% expressed concerns about
being stigmatized and excluded from serving those affected by
COVID-19, highlighting that stigma can be both internal and
external. A study carried out in India with frontline healthcare
workers in direct management of COVID-19 patients (Sachdeva et al.,
2021) declared that 75% experienced self-stigma – primarily in the
form of guilt in potentially exposing their families to the coronavirus. EMDR therapy is an empirically supported treatment for
psychological trauma, endorsed by the World Health Organisation
(2013), United Nations High Commission for Refugees (2022) and the
International Society for Traumatic Stress Studies (2019). It is a
psychological treatment for pathogenic (trauma) memories and their
associated stress symptoms using a model of pathogenesis and change
known as adaptive information processing (Hase et al., 2017; Hase,
2021; Farrell et al., 2022; Laliotis and Shapiro, 2022; Wippich et al.,
2023). Shapiro (2017) considers EMDR to desensitize disturbing
memories and stimulates the reprocessing of associated thoughts,
feelings, and sensations towards adaptive resolution. Although a
recent systematic review concluded EMDR is effective for first
responders, they concurred with NICE (2018) in further indicating
the quality of studies as weak or medium, highlighting several gaps
and unanswered questions within the academic literature including
high risk of bias, limited availability of data including safety and harm-
related information (Oosterbaan et al., 2019; Bryant, 2021, 2022;
Kaptan et al., 2021; Morris et al., 2022). frontiersin.org Frontiers in Psychology Introduction (2021) undertook a
review of 22 studies using Group EMDR Interventions of which 13
studies examined the EMDR Integrative Group Treatment Protocol
(IGTP), four studies the EMDR Group Traumatic Episode Protocol
(G-TEP), four studies of EMDR Integrative Group Treatment Protocol
for Ongoing Traumatic Stress and one study considered the EMDR Implementing an early trauma intervention during COVID-19,
and in government-enforced lockdown, presented several logistical 03 Farrell et al. 10.3389/fpsyg.2023.1129912 FIGURE 1
Key aspects of moral injury and COVID-19. Key aspects of moral injury and COVID-19. challenges. Firstly, the public health management of COVID-19
involved social distancing to reduce risk of infection. One of the
management strategies utilized to address this required a shift towards
video-conferencing psychotherapy [VCP] (Crowe et al., 2020). As
Healthcare providers closed their doors to face-to-face intervention,
video-conferencing treatment platforms became, for many, the only
viable option (Turgoose et al., 2018; Watts et al., 2020; Wind et al.,
2020; Farrell et al., 2022). To date, several research studies indicate that
psychological treatment, delivered remotely though video-conference
platforms, are both safe and feasible. Furthermore, that they offer
greater flexibility, and improve equity of access (Appleton et al., 2021;
Broadbear et al., 2021; Cantone et al., 2021; Cataldo et al., 2021;
Dharwadkar et al., 2021; Oudshoorn et al., 2021; Puspitasari et al.,
2021; Shklarski et al., 2021a,b; Vera San Juan et al., 2021; Milosevic
et al., 2022). Smith et al. (2022), however, considers that although the
evidence-base is promising further interrogation and research is
needed to further explore the ethical and moral dimensions of video-
conference psychotherapy. methodology, larger sample sizes with participants who meet
clear diagnostic criteria and including necessary follow-up data
is essential. Addressing these salient issues was the primary
driver in the inception of this COVID-19 randomized-control
clinical trial. Mindful of the issues raised so far, this clinical trial
wished to explore the following: early trauma intervention, use
of video-conference psychotherapy, group treatment, Blind-2-
therapist, intensive treatment, and therapist rotation – with a
primary treatment target group Emergency Workers on the
frontline of the COVID-19 pandemic who demonstrated
trauma sequelae. The broad research objectives for the study were: 1. Is Early Intervention EMDR Video Group Therapy (VGTEP) a
safe, and efficient treatment intervention for Frontline/
Emergency/Keyworkers, who experience psychological trauma
in response to COVID-19 with regards to trauma sequalae and
co-morbid symptoms. 2. Frontiers in Psychology Introduction Is Early Intervention EMDR Video Group Therapy (VGTEP) a
relevant and effective treatment intervention for Frontline/
Emergency/Keyworkers, who experience psychological trauma
in response to COVID-19 with regards to both recruitment
and retention to the study? According to Herman and Kallivayalil (2018), outcome research
supports group interventions in the treatment of PTSD; however, they
conclude that there is limited evidence to support the superiority of
one group model over another. The research evidence exploring group
trauma treatment for PTSD using VCP is limited, especially regarding
COVID-19. One group trauma treatment approach is Eye Movement
Desensitization and Reprocessing (EMDR). Most current research
demonstrates its effectiveness with Post-Traumatic Stress Disorder
[PTSD] and Complex PTSD. However, EMDR therapy has been used
extensively as an early intervention as part of trauma capacity building
throughout the world (Farrell et al., 2011, 2013, 2020; Eichfeld et al.,
2019; Mattheß et al., 2019, 2020; Covers et al., 2021; Tarquinio et al.,
2021). Table 1 highlights the advantages and disadvantages of using
EMDR therapy as an early intervention using virtual platforms. Disadvantages Disadvantages
o Reliant on effective communication and handover between team members
o Potential divergence in confidence and ability in running treatment sessions
o Requires strong team adhesion, team support and robust clinical supervision
o Requires ‘buy in’ from clients and active client engagement
o Client’s may consider the intervention as not bespoke to their needs
o Focus of the intervention does not address individual issues outside the remit of the study
o Difficult to research and evaluate the dyadic relationship The RCT generates six hypotheses to determine that the Virtual
EMDR Group Intervention was safe, relevant, effective, and efficient: Interest in participation into the study was such that recruitment,
although from the Island of Ireland, also included international
participants from United States, Canada, Australia, New Zealand,
Greece, and Turkey. The treatment intervention used for the clinical
trial was the EMDR Group Traumatic Episode Protocol – version 9
(Shapiro, 2019–unpublished) used as a video-conference
psychotherapy (VGTEP). Hypothesis 1: There is no difference between active and control
(delayed) groups regarding trauma sequelae—measured with the
International Trauma Questionnaire (ITQ) (Cloitre et al., 2018)
when comparing T1, T2, T3, T4, and T5. A Randomized Control Trial (RCT) Delayed Start Design used for
the clinical study compared an active treatment intervention versus a
control group (delayed treatment – 1 month) using the same intervention. The clinical trial conducted from July 2020 – March 2022 during the
primary lockdown periods. The RCT consisted of two cohorts: Hypothesis 2: There is no difference between active and control
(delayed) groups regarding co-morbid sequelae – measured with
the Patient Health Questionnaire (PHQ-9) (Kroenke et al., 2001)
and the Generalized Anxiety Disorder (GAD-7) (Williams, 2014)
over the T1-T5 time periods. o Active Cohort 1: EMDR therapy VGTEP Treatment (4 sessions
of approximately 2 h duration which equated to 8 h total
treatment intervention) implemented as an intensive intervention
for 1 week. Hypothesis 3: Treating the trauma sequelae will reduce the level of
moral injury as demonstrated with the Moral Injury Events Scale
(MIES) ((Nash et al., 2013), demonstrated between T1 and T5, for
both active and control groups. o Control Cohort 2: 4 weeks Delayed intervention of EMDR
therapy VGTEP. Treatment involved an intensive intervention
within 1 week. Hypothesis 4: Using Trauma-Focused Therapist rotation will
demonstrate no change in clinical diagnosis between T1 and T5,
for both active and control groups. Design The University of Worcester (United Kingdom) granted ethical
approval for the study [CBPS19200030]. The research study strictly
adhered to the approval granted. Additionally, the study adhered to
the British Psychological Society (BPS) Guidelines on ‘Conducting
Research with Human Participants during COVID-19 (2020). The
study registered as a clinical trial ID ISRCTN16933691 (2020) and
hosted by the Trauma Response Network (TRN) – Ireland, an NGO
organization offering early trauma interventions. Research
participants recruited via a social networking and advertising
strategy coordinated by TRN Ireland, which involved media outlets
and radio stations in Ireland, Northern Ireland, and Great Britain. Replicating an innovative approach used in the treatment of PTSD
(van Minnen et al., 2018) utilized therapist rotation in delivering the
treatment intervention. In this contemporary approach Trauma
Therapists rotate between patients during the treatment intervention. As Table 2 accentuates, there are several distinct advantages and
disadvantages to using therapist rotation (Krampe and Ehrenreich,
2012; van Minnen et al., 2018): As Kaptan et al. (2021) emphasized, more trauma-focused
clinical trials, especially early intervention, incorporating robust 04 frontiersin.org Farrell et al. 10.3389/fpsyg.2023.1129912 TABLE 1 Advantages and disadvantages of early intervention EMDR therapy using visual platforms. Frontiers in Psychology Design Advantages
Disadvantages
o Brief intervention for the purpose of trauma symptom reduction
o System of triage/ risk assessment in environments of limited resources
o Provides trauma informed psychoeducation
o Implementation of trauma informed stress regulation strategies
o Distinct trauma confrontation intervention
o Empowers individual and community resilience
o Potential for implementation and delivery on consecutive days (intensive treatment)
o Health economic benefits
o Potential for ‘tasking-shifting’ to allied/ non-mental health workers
o Enables specific teaching and learning in a focused trauma treatment intervention
o Greater flexibility, logistical, linguistic, and cultural adaptability
o Promotes re-invention, resilience, and post-traumatic growth
o Access to technology
o Unreliable technolog
o Concerns about priv
o Often dependent on
o Difficulty to respond
o Not appropriate for
o Concerns about risk
o Restricts forms of no
o Ethical and legal co
different geographic Advantages
Disadvantages
o Brief intervention for the purpose of trauma symptom reduction
o System of triage/ risk assessment in environments of limited resources
o Provides trauma informed psychoeducation
o Implementation of trauma informed stress regulation strategies
o Distinct trauma confrontation intervention
o Empowers individual and community resilience
o Potential for implementation and delivery on consecutive days (intensive treatment)
o Health economic benefits
o Potential for ‘tasking-shifting’ to allied/ non-mental health workers
o Enables specific teaching and learning in a focused trauma treatment intervention
o Greater flexibility, logistical, linguistic, and cultural adaptability
o Promotes re-invention, resilience, and post-traumatic growth
o Access to technology and software
o Unreliable technology and functioning
o Concerns about privacy and confidentiality
o Often dependent on access to Wi-Fi and power supply
o Difficulty to respond in crisis situations
o Not appropriate for serious mental health problems and concerns
o Concerns about risk
o Restricts forms of non-verbal communication
o Ethical and legal concerns of carrying out treatment with clients from
different geographical areas/ regions TABLE 2 Advantages and disadvantages of therapist rotation model in EMDR therapy. TABLE 2 Advantages and disadvantages of therapist rotation model in EMDR therapy. Design Advantages
Disadvantages
o Reducing interpersonal dependency on individual therapists
o Reducing trauma therapists’ anxiety regarding trauma confrontation (exposure)
o Improves ‘patient-focused’ intervention
o Increased confidence in carrying out trauma-focused protocolized interventions
o Increases trauma treatment fidelity
o Greater cogency in overall patient treatment plan
o Improving confidence in directly challenging trauma avoidance behaviors
o Reduces the risk of vicarious traumatization of trauma therapists
o Reliant on effective communication and handover between team members
o Potential divergence in confidence and ability in running treatment sessions
o Requires strong team adhesion, team support and robust clinical supervision
o Requires ‘buy in’ from clients and active client engagement
o Client’s may consider the intervention as not bespoke to their needs
o Focus of the intervention does not address individual issues outside the remit of the stu
o Difficult to research and evaluate the dyadic relationship TABLE 2 Advantages and disadvantages of therapist rotation model in EMDR therapy. Advantages
Disadvantages
o Reducing interpersonal dependency on individual therapists
o Reducing trauma therapists’ anxiety regarding trauma confrontation (exposure)
o Improves ‘patient-focused’ intervention
o Increased confidence in carrying out trauma-focused protocolized interventions
o Increases trauma treatment fidelity
o Greater cogency in overall patient treatment plan
o Improving confidence in directly challenging trauma avoidance behaviors
o Reduces the risk of vicarious traumatization of trauma therapists
o Reliant on effective communication and handover between team members
o Potential divergence in confidence and ability in running treatment sessions
o Requires strong team adhesion, team support and robust clinical supervision
o Requires ‘buy in’ from clients and active client engagement
o Client’s may consider the intervention as not bespoke to their needs
o Focus of the intervention does not address individual issues outside the remit of the study
o Difficult to research and evaluate the dyadic relationship TABLE 2 Advantages and disadvantages of therapist rotation model in EMDR therapy. frontiersin.org Design Advantages
Disadvantages
o Reducing interpersonal dependency on individual therapists
o Reducing trauma therapists’ anxiety regarding trauma confrontation (exposure)
o Improves ‘patient-focused’ intervention
o Increased confidence in carrying out trauma-focused protocolized interventions
o Increases trauma treatment fidelity
o Greater cogency in overall patient treatment plan
o Improving confidence in directly challenging trauma avoidance behaviors
o Reduces the risk of vicarious traumatization of trauma therapists
o Reliant on effective commu
o Potential divergence in con
o Requires strong team adhe
o Requires ‘buy in’ from clien
o Client’s may consider the i
o Focus of the intervention d
o Difficult to research and ev TABLE 2 Advantages and disadvantages of therapist rotation model in EMDR therapy. Advantages
Disadvantag
o Reducing interpersonal dependency on individual therapists
o Reducing trauma therapists’ anxiety regarding trauma confrontation (exposure)
o Improves ‘patient-focused’ intervention
o Increased confidence in carrying out trauma-focused protocolized interventions
o Increases trauma treatment fidelity
o Greater cogency in overall patient treatment plan
o Improving confidence in directly challenging trauma avoidance behaviors
o Reduces the risk of vicarious traumatization of trauma therapists
o Reliant on effecti
o Potential diverge
o Requires strong t
o Requires ‘buy in’
o Client’s may con
o Focus of the inte
o Difficult to resea Disadvantages
o Reliant on effective communication and handover between team members
o Potential divergence in confidence and ability in running treatment sessions
o Requires strong team adhesion, team support and robust clinical supervision
o Requires ‘buy in’ from clients and active client engagement
o Client’s may consider the intervention as not bespoke to their needs
o Focus of the intervention does not address individual issues outside the remit of the study
o Difficult to research and evaluate the dyadic relationship The clinical trial used the following measures: The clinical trial used the following measures: o Adults (18 years and above). o Front Line Health, Emergency and Social Care Workers
experiencing Psychological Distress and Trauma in response to
frontline working addressing the COVID-19 virus. o International Trauma Questionnaire (ITQ) – an 18 question, self-
reporting measure focused on both PTSD and Complex PTSD,
consistent with ICD-11 (Hyland et al., 2017; Cloitre et al., 2018;
Redican et al., 2021). o Currently in active employment. o Symptoms indicative of psychological distress and impact of
psychological well-being and functioning measured using the
Impact of Events Scale Revised Score of 24 and above. o Generalized Anxiety Disorder Assessment (GAD-7) which
objectifies and assesses the degree of anxiety severity
(Williams, 2014). Exclusion criteria: o Patient Health Questionnaire (PHQ-9) which objectifies and
assesses the degree of depression severity (Kroenke et al., 2001). o Non-trauma exposure. o Non-trauma exposure. o Subjective Unit of Disturbance/Distress (SUD) – a scale of 0 to
10, measuring the subjective intensity of disturbance or distress
currently experienced by an individual (Wolpe, 1969). o Impact of Events Scale Revised score of 23 or below. o Undergoing current treatment (physical and/or psychological). d
f
h o Undergoing current treatment (physical and/or psychological). o Present evidence of psychosis. o Moral Injury Event Scale (MIES) – 9-point self-reporting scale
exploring perceived transgressions, betrayals, or violations of an
individual’s moral code (Nash et al., 2013). o Present evidence of psychosis. As mentioned earlier as this was a Republic of Ireland Research
initiative, research participants were recruited either from the Island
of Ireland or internationally. A recruitment initiative was carried out
utilizing media organizations within the Republic of Ireland. Recruitment to participate in the clinical trial used self-selection
access through the Trauma Response Network (TRN) Ireland website
through a secure platform. Each participant was also assessed by TRN
Ireland administrative staff, who provided further information about
the study outlining what participation involved. Those wishing to
participate were provided with a detailed, research participant
information sheet and research consent form. o Adverse Childhood Experience International Questionnaire
(ACE-IQ) – tested at Pre point only with the intention to measure
exposure to adverse childhood experiences (< 18 years old). Disadvantages The study incorporated six data points including T0 (control
group), T1 (pre), T2 (post), T3 (1-month FU), T4 (3-month FU), and
T5 (6-month FU) (Marcus et al., 2004; Ostacoli et al., 2018). All
included research clients provided written consent before enrolment
into the clinical trial. Hypothesis 5: A negative correlation exists, within the target
population, between Adverse Childhood Experiences (ACEs) and
Benevolent Childhood Experiences (BCEs) (Narayan et al., 2018) 05 frontiersin.org Farrell et al. 10.3389/fpsyg.2023.1129912 10.3389/fpsyg.2023.1129912 regarding
evidence
supporting
resilience
and
posttraumatic growth. regarding
evidence
supporting
resilience
and
posttraumatic growth. Mirabilis Health Institute, Belfast, Northern Ireland, provided
medical supervision for the clinical trial and was responsible for
clinical risk assessment and triage. Hypothesis 6: There is no difference between active and control
groups regarding quality of life using the EQ-5D – generic measure
of an individual’s health status when comparing between T1 and T5. In determining the sample size1 was used setting α = 0.05, β = 0.2. A power calculation indicated an initial sample size estimation of
N = 72 with N = 36 in each arm of the study. This figure allowed for a
10% drop-out rate. Randomization done through sequence generation
using a computer algorithm allocating each research participant a
unique client number (UCN) to ensure anonymity to the clinical
team. Figure 2 highlights N = 192 clients assessed for eligibility and
N = 97 individuals excluded from the study as their IES-R scores
were < 24, leaving a total of N = 95 subject to randomization. Participants The clients used for this clinical trial were Frontline Health and
Social Care workers or Emergency/First Responders directly working
on the frontline of the COVID-19 pandemic utilizing the following
inclusion/exclusion criteria: 1 http://www.openepi.com/Menu/OE_Menu.htm Frontiers in Psychology Measures Inclusion criteria: Treatment intervention EMDR Blind 2 therapist protocol. Clinical Leads and Emotional
Protection workers were also randomly allocated to the VGTEP
treatment intervention ensuring therapist rotation by the TRN
Administrative team. Once research participants met the study’s inclusion criteria the
TRN administrative team randomly assigned participants using a
random allocation software package to either the active group Immediate
Treatment Group) or a 1-month Delayed Treatment Group. Each group
intervention involved a 1-week block of intensive treatment consisting
of four, two hours sessions of Group EMDR therapy, delivered as a
remote treatment intervention. The platform used for the VGTEP
sessions was ZOOM Enterprise version 5.9.1. The TRN Ireland
administrative team emailed a ZOOM link for each of the treatment
sessions – evenings of Monday, Wednesday, and Thursday, and Saturday
morning. At the commencement of each treatment session research
participants were instructed to only use the unique client number as a
means of identification, and not their name. Clinical members of the
research teams had no means of identifying any of the research
participants. Participants were required to attend all four treatment
sessions. Each session lasted approximately 2 h. Each group consisted of
six participants who remained as a group for the duration of the
treatment intervention. In addition, the VGTEP session lead, and the
emotional protection worker (EPW), were also randomly allocated to
the treatment sessions. As per the research protocol, session leads and
EPWs introduced themselves at the start of each VGTEP treatment
session, and importantly, however, the research participants revealed no
information about themselves. Additionally, it was emphasized to the
research participants that the VGTEP intervention required no
disclosure of anything about the trauma memory – consistent with the The EMDR Group Treatment Intervention delivered as video-
conference psychotherapy (VGTEP) consisted of seven steps: 1. Trauma regulation exercise, 2. Trauma target selection, 3. Anchor to
a past resource, 4. Identification of a future belief, 5. Trauma
confrontation of the target trauma memory, 6. Enhancement of
resilience and post-trauma growth, and 7. Closure grounding exercise. Dual attention, and bilateral stimulation, a distinct element of EMDR
therapy, are used in steps 2 and 5. Step 5 addresses three of the
significant points of disturbance relating to the target trauma memory. Trauma processing within the confrontation stage of VGTEP involves
27 occasions of focus on the trauma target material. The clinical trial used the following measures: o Benevolent Childhood Experiences Score (BCEs) (Narayan et al.,
2017) – tested at Pre point only: this is a measure of exposure to
benevolent factors that occurred in childhood that may impact
on resilience and post-traumatic growth (< 18 years old). o EQ-5D – generic measure of an individual’s health status. The
EQ-5D is a preference based HRQL across five dimensions;
mobility, self-care, usual activities, pain/discomfort, and anxiety/
depression. The Impact of Events Scale–Revised (IES-R; Weiss and Marmar,
1997) was the primary screening tool used for the purpose of
recruitment only. The IES-R has been tested for factor structure,
internal consistency, concurrent validity, and discriminative validity
by Beck et al. (2008). An IES-R score of 24 was used as the threshold
for entering the study. The IES-R is an internationally recognized
psychometric tool to assist in a diagnosis of Post-Traumatic Stress
Disorder. The IES-R consists of 22 questions and provides four scores:
total, intrusion, avoidance, and hyperarousal. The scoring is a
maximum of 88. Asukai et al. (2002) stipulate that an IES-R score of
24–32 indicates clinical concern of either partial PTSD or at least
some of its symptoms. Additionally (Creamer et al., 2003) advises that
scores between 33 and 38 represent a cut-off score for a probable
diagnosis of PTSD. A score of 39 and above is enough to suppress the
immune system’s functioning (Izutsu et al., 2004, 2008). Measure evaluated after each VGTEP session: SUD. Measure evaluated after each VGTEP session: SUD. Measures evaluated at T1 only: ACE-IQ and BCEs. Measures evaluated at T0, T1, T2, T3, T4, and T5: ITQ, GAD-7,
PHQ-9, EQ-5D. Measures evaluated at T0, T1, T2, T3, T4, and T5: ITQ, GAD-7,
PHQ-9, EQ-5D. Measures evaluated at T1 and T5 only: MIES. All psychometrics were sent out electronically to all research
participants via the Trauma Response Network Ireland Administrators
and was collected independent to the research team. 06 frontiersin.org frontiersin.org Farrell et al. 10.3389/fpsyg.2023.1129912 FIGURE 2
Flow of participants through the research clinical trial. FIGURE 2
Flow of participants through the research clinical trial. Frontiers in Psychology frontiersin.org Data analysis Metric points conducted at T0 (control), and then T1
(pre-treatment), T2 (post—treatment), T3 (1-mth FU), T4 (3-mth
FU), and T5 (6-mth FU). Table 3 highlights N = 85 completed the
study up to, and including, T5. Data Analysis used the Jamovi (version 2.3.21.0) statistical
software package. Descriptive data analyzed used either independent
sample t-tests or fischer exact test. For further descriptive statistics,
mean ±, standard deviation (±SD) for numerical variables and
percentage (%) for categorical data. Tests for normality and
homogeneity of variance determined no violations, therefore repeated
measures RM-ANOVA analyzed each variable at T0, T1, T2, T3, T4,
and T5 time points. The rationale for utilizing RM-ANOVAS is that
they have been frequently used in various RCT studies testing EMDR
therapy (de Roos et al., 2011; Jarero et al., 2018; Osorio, 2018; Ostacoli
et al., 2018; Yurtsever et al., 2018). Skewness and kurtosis ensured
normality of the ACEs and BCEs scores, as well as Pearson r to
determine correlation coefficients. The p value of <0.05 considered
significant. Using RM-ANOVA models Eta squared η2 is used as an
indication of effect size (Olejnik and Algina, 2003). In testing Hypothesis 1: There is no difference between active and
control (delayed) groups regarding trauma sequelae—measured with
the International Trauma Questionnaire (ITQ) when comparing T1,
T2, T3, T4, and T5. As mentioned earlier results revealed no statistical
change between T0 and T1 for the control group, therefore, Figure 3
highlights the descriptive results for the complete cohort N = 85 for
periods T1, T2, T3, T4, and T5. A repeated measures RM-ANOVA
conducted to compare the impact of the Virtual GTEP intervention
on trauma symptoms using the International Trauma Questionnaire
(ITQ) evaluated at T0 (control group), T1 – pre, T2 – post, T3–1-mth
FU, T4–3-mth FU, and T5–6-mth FU. For the control (delayed) group
there was no statistical difference between T0 and T1. Results Regarding treatment fidelity and integrity a treatment protocol
manual was created for the clinical trial, based on the Elan Shapiro GTEP
Training Manual – version 9 (unpublished manual). Each treatment
session was video recorded and was independently fidelity checked by an
international expert in the Group Traumatic Episode Protocol (GTEP). Additionally, all psychometrics were acquired independently to the
research team, with the entire data set only handed over to the team for
data analysis once all the 6-month follow-up data had been obtained. Within the research trial, 64 VGTEP treatment sessions were carried
out during two periods of government lockdown during the COVID-19
pandemic. This equated to approximately 128 h of treatment intervention,
including both active (N = 46) and control (N = 39) groups. Per the
therapist rotation model, N = 11 EMDR therapists carried out the 64
treatment interventions, and N = 26 Emotional Protection Team members
were utilized. VGTEP Therapists, Emotional Protection Workers, and
research participants were blinded in the intervention. Treatment intervention Each VGTEP session was digitally recorded and subjected to
treatment fidelity checks carried out by an independent EMDR
Europe Accredited Consultant/Clinical Supervisor. When necessary,
the Emotional Protection worker utilized the breakout room within
ZOOM to manage any participant if they needed I:I support or
guidance. Before the commencement of the trial, training was
provided for both the VGTEP clinical leads and Emotional Protection
workers, this ensured familiarity with the clinical trial, treatment
fidelity, triage and risk assessment procedures, welfare checks, team
support, and clinical and research supervision. Mirabilis Health
Institute, Belfast, Northern Ireland, provided onward referral and
Consultant Medical Supervision for the clinical trial. 07 frontiersin.org Farrell et al. Farrell et al. 10.3389/fpsyg.2023.1129912 10.3389/fpsyg.2023.1129912 10.3389/fpsyg.2023.1129912 Data analysis Results,
highlighted in Figure 3, demonstrated a significant difference in the Characteristics
Active: group
EMDR (n = 46)
Control: delayed
group EMDR (n = 39)
Total sample
(n = 85)
p value
Age, mean (SD)
46.4 (9.78)
45.5 (11.9)
45.99 (10.72)
0.3401
Gender no
0.7922
- Male
9
9
18
- Female
37
30
67
Location
0.3842
- All Ireland
22
23
45
- International
24
16
40
Occupation category
0.7872
- Frontline Healthcare
35
33
68
- First Responders/ Emergency Workers
10
7
17
Trauma Onset
0.0142 *
- A: less that 6-months
2
10
12
- B: 6–12 months
41
27
68
- C: 1 year +
3
2
5
ACE scores mean, (SD)
2.78 (2.46)
3.36 (2.49)
3.05 (2.47)
0.8561
BCE scores mean (SD)
8.09 (2.14)
8.00 (1.84)
8.05 (1.99)
0.4211
1Independent samples t-test. 2Fischer exact test. *sig p < 0.05. 08 Farrell et al. 10.3389/fpsyg.2023.1129912 10.3389/fpsyg.2023.1129912 (delayed) treatment interventions. In determining the overall effect
size of the treatment intervention regarding the ITQ, as a repeated
measures ANOVA used Lakens (2013) cites Cohen (1992) in
providing a benchmark for η2 as an indication of effect size: η2 = 0.01
(small), η2 = 0.06 (medium), and η2 = 0.14 (large). Results of the ITQ
treatment effect size calculated at η2 = 0.420 indicating a large
treatment effect. reduction of the ITQ scores following the treatment intervention over
time F(4–332) = 106.84, p < 0.001. Post Hoc comparisons of the ITQ
demonstrated a significant difference between T1 pre (mean 36.8, SD
14.8) and T2 post (21.2, 15.1) (t11.58) = 15.68, p < 0.001). This was also
seen between T1 pre and T3 1-mth FU (16.8; 14.5) (t13.77) = 20.06,
p < 0.001; T1 pre and T4 3-mth FU (14.9, 15.7) (t14.02) = 21.98,
p < 0.001; and T1 pre and T5 6-mth FU (12.9, 14.7) (t15.11) = 24.12,
p < 0.001. Finally, there was a significant difference between T2 post
and T4 3-mth FU d = 0.41, and T5 6-mth FU d. Figure 4 highlights the
T1 and T5 scores, including outliers in the T5 dataset. f
During the VGTEP session there are stages where the
participants subjective unit of disturbance is assessed. Data analysis This
subjective measure ascertained in steps 1, 2, 5, and 6 of the
VGTEP protocol, however, per the research protocol SUD
measures obtained pre and post step 1, and at points step 2 and Concerning the ITQ, post hoc comparison determined no
statistically significant difference between the active and the controlled Frontiers in Psychology
09
frontiersin.org
y
gif
p
p
p ,
p
p
FIGURE 3
International trauma questionnaire (ITQ) T1–T5 active and control group (N=85) @ p < 0,001. T1, pre; T2, post; T3, 1-mth FU; T4, 3-mth FU; T5, 6-MTH
FU. FIGURE 4
International trauma questionnaire (ITQ) T1–T5 active and control (delayed) groups (N=85) @ p < 0.001. FIGURE 3
International trauma questionnaire (ITQ) T1–T5 active and control group (N=85) @ p < 0,001. T1, pre; T2, post; T3, 1-mth FU; T4, 3-mth FU; T5, 6-MTH
FU. FIGURE 3
International trauma questionnaire (ITQ) T1–T5 active and control group (N=85) @ p < 0,001. T1, pre; T2, post; T3, 1-mth FU; T4, 3-mth FU; T5, 6-MTH
FU FIGURE 3
International trauma questionnaire (ITQ) T1–T5 active and control group (N=85) @ p < 0,001. T1, pre; T2, post; T3, 1-mth FU; T4, 3-m
FU. FIGURE 4
International trauma questionnaire (ITQ) T1–T5 active and control (delayed) groups (N=85) @ p < 0.001. FIGURE 4
International trauma questionnaire (ITQ) T1–T5 active and control (delayed) groups (N=85) @ p < 0.001. FIGURE 4
International trauma questionnaire (ITQ) T1–T5 active and control (delayed) groups (N=85) @ p < 0.001. 09 Frontiers in Psychology frontiersin.org Farrell et al. 10.3389/fpsyg.2023.1129912 piece @ p < 0.001, with an effect size calculated at η2 = 0.189, and
trauma confrontation η2 = 0.295. piece @ p < 0.001, with an effect size calculated at η2 = 0.189, and
trauma confrontation η2 = 0.295. step 6. The rationale for this is to consider changes in subjective
distress during both the trauma regulation (step 1) and trauma
confrontation (steps 2–6) parts of the VGTEP protocol. Figure 5
highlights the alterations in the SUD during the trauma
confrontation stage of the N = 340 participant episodes of
VGTEP. The SUD treatment effect size calculated at η2 = 0.295,
p < 0.001, indicating a large treatment effect. In summary, when reviewing hypothesis 1 the null is
supported – no difference was observed between the active and
control groups indicating that the VGTEP treatment intervention was
effective for both groups. Data analysis f
Testing Hypothesis 2: There is no difference between active and
control groups regarding co-morbid sequelae – measured with the
GAD-7 and the PHQ-9 at T1, T2, T3, T4, and T5. Table 4 demonstrates alterations in the SUDs phenomenology
(mean, SD, median) during the entire VGTEP session including
both trauma regulation and confrontation stages. Results suggest
that the Trauma Regulation element has a distinct treatment effect
overall (η2 = 0.189, p < 0.001), and therefore is of clinical relevance
and benefit. Further repeated measures conducted to compare the impact of
the trauma intervention on both the Generalized Anxiety Disorder
Assessment (GAD-7) and the Patient Health Questionnaire (PHQ-9),
evaluated at T0 (control group), T1 – pre, T2 – post, T3–1-mth FU,
T4–3-mth FU, and T5–6-mth FU. Results determined no statistical
difference between the two treatment group interventions for either
the GAD-7 or the PHQ-9. Figure 5 plots the alterations in SUD for both trauma regulation
(Step 1 pre and post) and confrontation (Step 2 and 6). Results also
highlight the range scores in that within each VGTEP session SUD
scores decreased, increased, and flatlined, however, the general trend
was a statistically significant (p < 0.001) decrease (Figures 6, 7). For the GAD-7 results demonstrated a significant reduction in
both groups over time F(5–190) = 42.3, p < 0.001. There was no
difference between T0 and T1. However, Post Hoc comparisons of
the GAD-7 demonstrated significant difference between T1 pre
(11.2, 4.91) and T2 post (6.49, 4.73) (t = 6.22) = 4.41, p < 0.001; T1
and T3 1-mth FU (5.42, 4.75) (t = 8.67) = 5.78, p < 0.001; T1 and T4
3-mth (5.12, 4.64) (t = 7.78) = 7.78, p < 0.001; T1 and T5 6-mth FU i
For the VGTEP SUD scores for the individual (N = 340) sessions
results demonstrated a significant reduction in both groups over time
for both trauma regulation (Step 1) and trauma confrontation (Step 2
and 6) with no statistical difference between the active and control
(delayed) groups. The overall effect size for the trauma regulation FIGURE 5
Combined ITQ T1 pre and T5 6-mth FU scores active and control (delayed) groups (N=85) @ p < 0.001. TABLE 4 Descriptive data measuring Subjective unit of disturbance during VGTEP session (N = 340). TABLE 4 Descriptive data measuring Subjective unit of disturbance during VGTEP session (N = 340). Data analysis Treatment group
VGTEP step 1 pre
VGTEP step 1 post
VGTEP step 2
(pre)
VGTEP step 6
(post)
Mean (SD)
Active (N = 46)
5.06 (2.14)
2.87 (2.23)
7.40 (1.98)
4.25 (2.64)
Control (N = 39)
5.05 (2.34)
3.03 (2.00)
6.98 (1.92)
4.42 (2.18)
Median
Active (N = 46)
5
3
8
4
Control (N = 39)
5
3
7
4 10 frontiersin.org Farrell et al. 10.3389/fpsyg.2023.1129912 FIGURE 6
GAD-7 psychometric scores for active and control groups (total N=85). FIGURE 7
PHQ-9 psychometric scores for active and control groups (total N=85). FIGURE 6
GAD-7 psychometric scores for active and control groups (total N=85). FIGURE 6
GAD-7 psychometric scores for active and control groups (total N=85). FIGURE 6
GAD-7 psychometric scores for active and control groups (total N=85). FIGURE 6
GAD-7 psychometric scores for active and control groups (total N=85). RE 6
-7 psychometric scores for active and control groups (total N=85). FIGURE 7
PHQ-9 psychometric scores for active and control groups (total N=85). FIGURE 7
PHQ-9 psychometric scores for active and control groups (total N=85). Regarding hypothesis 2 the null hypothesis is accepted – no
difference was observed between the active and control groups
demonstrating that the VGTEP intervention was influential in the
treatment of co-morbid features of anxiety and depression. (4.73, 4.27) (t = 8.93) = 6.72, p < 0.001. In determining the overall
effect size of the treatment intervention regarding the GAD-7, the
overall effect size calculated as η2 = 0.202 indicating a large
treatment effect. f
For the Patient Health Questionnaire (PHQ-9) results also
demonstrated a significant reduction in both groups over time
F(5–190) = 43.3, p < 0.001. Furthermore, like the ITQ and GAD-7,
there was no statistical difference between T0 and T1. However,
post hoc comparison of the PHQ-9 demonstrated significant
differences between T1 pre (11.7, 5.68) and T2 post (6.64, 5.79)
(t = 6.30) = 3.95, p < 0.001, d = 0.71; T1 and T3 1-mth FU (5.86,
5.77) (t = 6.22) = 4.95, p < 0.001, d = 0.82; T1 and T4 3-mth FU
(5.33, 5.24) (t = 6.39) = 5.49, p < 0.001; and T1 and T5 6-mth FU
(4.54, 4.94) (t = 8.89) = 7.15, p < 0.001. In determining the overall
effect size of the treatment intervention regarding the GAD-7, the
overall effect size calculated as η2 = 0.136 which is on the threshold
of a large treatment effect. Frontiers in Psychology frontiersin.org Data analysis Hypothesis 3: Treating the trauma sequelae will reduce the level of
moral injury in active and control groups. The Moral Injury Events Scale (MIES) was selected for this study
as it has been adapted and applied within civilian research, has the
advantage of measuring both events and symptoms, and, as a
psychometric, is brief and straightforward in wording (Nash et al.,
2013; Koenig et al., 2019). Although the MIES has a three-factor
structure: moral violations either perpetrated or witnessed by the
individual, and betrayal experiences results at this stage only focused
on total scores. Further analysis will be presented in a future paper. Figure 8 demonstrate no treatment effect between T1 pre and T5 11 frontiersin.org Farrell et al. 10.3389/fpsyg.2023.1129912 FIGURE 8
Moral injury events scale (MIES): T1 Pre and T5 6-mth FU (N=85).. FIGURE 8
Moral injury events scale (MIES): T1 Pre and T5 6-mth FU (N=85).. Moral injury events scale (MIES): T1 Pre and T5 6-mth FU (N=85).. TABLE 5 Changes in clinical diagnosis following VGTEP intervention
using the ITQ at T1 and T5 (N = 85). 6-month FU, measured by the MIES, of the VGTEP intervention in
both active and control groups. TABLE 5 Changes in clinical diagnosis following VGTEP intervention
using the ITQ at T1 and T5 (N = 85). Initial diagnosis @
T1 pre-treatment
No. Final diagnosis @
T5 6-mth FU
No. o Sub-clinical PTSD1
24
Sub-clinical PTSD
23
PTSD
1
Complex PTSD
0
o PTSD
28
Sub-clinical PTSD
28
PTSD
0
Complex PTSD
0
o Complex PTSD
33
Sub-clinical PTSD
24
PTSD
2
Complex PTSD
7
1Sub-clinical IES-R score of 24-32 (clinical concern). Regarding hypothesis 3, the results do not support this hypothesis. Although the VGTEP intervention effectively treated trauma, anxiety,
and depression symptoms, results demonstrate no discernible
treatment effect on moral injury. Hypothesis 4: Using Trauma-Focused Therapist rotation will
demonstrate no change in clinical diagnosis between T1 and T5,
for both active and control groups. Regarding the diagnoses of PTSD and Complex PTSD, using the
ITQ as a diagnostic indicator, Table 5 highlights the impact of the
VGTEP treatment intervention at post-treatment (N = 85). At T1
N = 24 had sub-clinical PTSD, N = 28 PTSD, and N = 33 Complex
PTSD. Frontiers in Psychology frontiersin.org Data analysis TABLE 6 Correlation matrix between ACEs and BCEs. Total ACE
Score
Total BCE
score
Total ACE
Score
Pearson’s r
—
p value
—
Total BCE
score
Pearson’s r
−0.312**
—
p value
0.004
—
*p < 0.05, **p < 0.01. TABLE 6 Correlation matrix between ACEs and BCEs. TABLE 6 Correlation matrix between ACEs and BCEs. At T5 6-month FU, every research participant contacted to
provide brief feedback about their lived experience of undergoing the
VGTEP intervention. A further research paper will explore this in
more detail. However, Figure 10 highlights the primary response
which clustered around 13 themes. The overwhelming feedback
appeared to suggest the VGTEP intervention to have been effective,
helpful, and timely. Frontiers in Psychology Data analysis Of the research participants with sub-clinical PTSD at the start
of the treatment intervention results indicated that 95.83% remained
sub-clinical at T5 6-month FU, with 4.17% meeting the criterion for
PTSD. Those meeting the criterion for Complex PTSD results suggest
a 72.73% improvement to sub-clinical, however, 21.21% showed
limited improvement from the VGTEP treatment intervention. 1Sub-clinical IES-R score of 24-32 (clinical concern). significant difference between T1 pre (65.02, 17.99) and T5 (79.19,
14.84) t(−6.99) = −14.3, p < 0.001. In determining the overall
effect size of the treatment intervention regarding the EQ-5D,
calculated as η2 = 0.159 indicating a large treatment effect. There
was not statistical difference between each of the groups. A more
in-depth review of the health economic data will follow in a
later paper. Despite using a therapist rotation model within the clinical trial
results highlight significant alterations in diagnosis at T5 6-mth
FU. The VGTEP interventions had marked efficacy with both the
sub-clinical and the PTSD research participants. In the sub-category,
only one research participant was referred for additional help and
support. With a dropout rate of 10.53% from the clinical trial, and
11.76% finding the treatment intervention insufficient, the overall
recovery rate from the VGTEP intervention is estimated at 77.71%. Results confirm that hypothesis 4 is not supported – a favorable
recovery rate was achieved using a therapist rotation model. Hypothesis 6: A correlation exists, within the target population,
between Adverse Childhood Experiences (ACEs) and Benevolent
Childhood Experiences (BCEs) regarding evidence supporting
resilience and posttraumatic growth. Hypothesis 5: There is no difference between active and control
groups regarding quality of life using the EQ-5D – a generic
measure of an individual’s health status and quality of life. A Pearson correlation coefficient was computed to assess the
linear relationship between Adverse Childhood Experiences (ACEs)
and Benevolent Childhood Experiences (BCEs). Results revealed a
moderate, negative correlation between the two r = −0.312, **p = <0.01
as highlighted in Table 6. Bivariate analysis of either ACEs or BCEs
revelated no other linear relationships with the ITQ, GAD-7, PHQ-9,
MIES, or EQ-5D. Results indicate that the VGTEP treatment Figure 9 highlights that for the EQ-5D results demonstrated a
significant reduction in both groups over time F(1–83) = 48.8,
p < 0.001. Post Hoc comparisons of the EQ-5D demonstrated a 12 Farrell et al. 10.3389/fpsyg.2023.1129912 FIGURE 9
Improvements in EQ-5D between T1 and T5 active and control groups. frontiersin.org FIGURE 10
Primary themes related to the qualitative feedback received from
research participants post T5 (6-mth FU/end of treatment). Although results are favorable
regarding the ITQ, GAD-7, PHQ-9, SUD, and EQ-5D, demonstrating
that the VGTEP intervention appeared relevant to the research
population under investigation, results also suggest that the
intervention was well tolerated, potentially safe, and effective as a
treatment intervention. Intriguingly, there was no demonstrable
difference between active and control (delayed) groups. Despite
promising results, caution also needs to be exercised. The absence of
another trauma-focused treatment intervention as a realistic
comparator suggests that more research is required to ascertain a more
reliable efficiency indicator. For example, future early intervention
should consider comparing VGTEP with another Trauma-focused
CBT Group Intervention. The GTEP protocol involves 27 episodes of trauma confrontation
and requires further research and investigation, particularly into its
distinctive parts – which are essential, which not? Results from this
study demonstrate an overall treatment effect; however, further
dismantling studies need to explore whether there might be more
effective or efficient means of achieving similar or better results. Results from Table 5 are intriguing. Within the first category 28%
were sub-clinical PTSD, and post-treatment 96% remained in this
category. Could this potentially suggest that early intervention Group
EMDR prevented the onset of PTSD? Further research is needed to
explore this, however, even though results from this study are
promising caution against over-reach is important. Of further interest
relate to the PTSD and Complex PTSD data which suggest the
favorability of the Group EMDR intervention. Again, these results are
cautiously promising, however, further research is needed. Overall, the dropout rate for the study was just below 11%. There
are two ways of looking at this; firstly, this level is particularly favorable
to the context in which the research study operated – during a global
pandemic. A contrary perspective relates to the tolerability of any
psychological treatment intervention. There will always be dropouts
related to factors unrelated to the study intervention – this was
certainly the case for some but by no means all. However, following
up on those that did drop out and relate to the treatment intervention
highlighted that for some, it was too intense, too powerful, and too
overwhelming, bearing in mind everything else going on in people’s
lives at the time. Roberts et al. (2019) conclude little evidence that most multiple-
session trauma treatment interventions have little impact on primary
outcome measures. However, our study’s results do not concur with
this perspective. FIGURE 10
Primary themes related to the qualitative feedback received from
research participants post T5 (6-mth FU/end of treatment). non-disclosure of any trauma material. This aspect has advantages and
disadvantages. Advantages include a greater willingness to work on
traumatic material without the need for disclosure. This maximizes both
power and control for the research participants. If trauma memories
involve shame, fear of retribution, or a shattering of assumptive networks
then there are clear benefits to non-disclosure. Disadvantages include a
difficulty in demonstrating cause and effect. Although research
participants were invited to work with recent material there was no means
to accurately monitor this. This both a strength and limitation to this
study. That said, previous research demonstrates qqclear benefits from
working with non-disclosed trauma material (Farrell et al., 2020, 2022). Non-disclosure of trauma material does have another distinct advantage
as non-disclosure of trauma material potentially reduces the risk of
vicarious traumatization of therapists. However, more research is needed
to explore this aspect further to ascertain if there is veracity in
this argument. FIGURE 10
Primary themes related to the qualitative feedback received from
research participants post T5 (6-mth FU/end of treatment). FIGURE 10
Primary themes related to the qualitative feedback received from
research participants post T5 (6-mth FU/end of treatment). The headline results from this RCT suggest that EMDR therapy,
delivered remotely through a virtual platform was effective in the
treatment of both PTSD and complex PTSD. This is an important
finding considering the critical elements of group treatment, remote
intervention, intensive delivery, and therapist rotation. When demand
outstrips supply regarding access to trauma interventions research
supporting the benefits of group treatment suggest significant resource
benefits. Further research is needed to explore the potential benefits
of this in relation to task-shifting. The study’s results shed interesting light on the therapist rotation
model. Instinctively, therapist rotation seems counterintuitive,
considering the therapist relationship critical to outcome. Results
from this study run counter to this narrative. Why is therapist rotation
effective? There are several reasons to consider. The VGTEP
intervention is highly structured – there are distinct benefits from this,
reassurance, familiarity, containment, etc., however, the intervention
is relatively passive. This argument may provide a rationale for why
VGTEP was effective for PTSD/C-PTSD, but not Moral Injury (MI),
is that MI requires more active engagement. This would require
further investigation and study, and if proven correct, would
necessitate further adaptation in EMDR group interventions. However, based upon this data set, results do not support its
efficacy as a treatment for Moral Injury. Discussion Undertaking any large-scale, early intervention clinical trial is
always difficult and present significant logistical challenges. Doing so
during periods of Government-Imposed lockdown was also
immensely demanding. The rationale for the study was to carry out a
multi-component research project which focused on an important
population at the frontline of the COVID-19 response. The realities of
the COVID-19 pandemic, and carrying out clinical research, meant
that everyone involved – the research participants, research team, and
clinicians were all exposed to the ‘lived experience’ realities of
COVID-19. Therefore, a reasonable conclusion is that the universality
level for this whole study was extraordinarily high. As highlighted
within the literature review, defining early intervention is not straight
forward. Considering the ongoing nature of the pandemic for the
entire duration of this RCT there is an argument cogent argument for
this qualifying as an early intervention study. TABLE 7 Qualitative factors which impacted upon T2–T5 psychometric
data. TABLE 7 Qualitative factors which impacted upon T2–T5 psychometric
data. Theme
Number and %
Referred for follow-up care after T2
9 (10.58%)
Struggled with continued post-COVID symptoms/
complications (long COVID) @ T5
5 (5.89%)
Additional post-trauma experiences not COVID-19
related post T2
4 (4.71%) intervention was effective regardless of a research participants ACE or
BCE scores. Table 7 highlights qualitative data related to the research
participants which focused on the drop-outs from the study. Each
participant was followed-up and offered further support and
intervention. As their withdrawal impacted upon the T2 – T5
psychometric data their data removed from the overall data set. Although a 10.58% drop-out rate is low it is also reasonable to assume
that not every client, once they have direct experience of working in
this way, will find it useful. An important reality of the current time was that lack of
availability of trauma-informed early intervention for frontline
emergency workers paradoxically assisted recruitment for our study. The consequence of this resulted in most research participants highly
motivated, and appreciative to being included. Despite the eventual
recruitment, a larger sample would have further enhanced the study’s
findings. However, as this was an unfunded study, it was essential to
make the limited resources we had stretch as far as possible. 13 frontiersin.org Farrell et al. 10.3389/fpsyg.2023.1129912 non-disclosure of any trauma material. This aspect has advantages and
disadvantages. Advantages include a greater willingness to work on
traumatic material without the need for disclosure. Frontiers in Psychology frontiersin.org Discussion This maximizes both
power and control for the research participants. If trauma memories
involve shame, fear of retribution, or a shattering of assumptive networks
then there are clear benefits to non-disclosure. Disadvantages include a
difficulty in demonstrating cause and effect. Although research
participants were invited to work with recent material there was no means
to accurately monitor this. This both a strength and limitation to this
study. That said, previous research demonstrates qqclear benefits from
working with non-disclosed trauma material (Farrell et al., 2020, 2022). Non-disclosure of trauma material does have another distinct advantage
as non-disclosure of trauma material potentially reduces the risk of
vicarious traumatization of therapists. However, more research is needed
to explore this aspect further to ascertain if there is veracity in
this argument.h Conclusion Another critical point of note relates to Adverse and Benevolent
Childhood Experiences. Results from this study parallel an earlier
study (Farrell et al., 2022) demonstrating a trauma treatment effect
irrespective of either individual or collective ACEs or BCEs. Although
results show a moderate, negative correlation between ACEs and BCEs,
this certainly needs further research and exploration. The evidence
from this study suggests that adverse memories process in EMDR
therapy regardless of the form the adversity takes. The way benevolent
factors potentially mitigate does require further investigation,
particularly utilizing the theoretical framework of Adaptive
Information Processing – the model underpinning EMDR therapy. The COVID-19 pandemic has presented significant challenges
individually, collectively, and geopolitically. Ascertaining treatment
interventions that can be delivered remotely safely, relevant to trauma
populations, that are both effective and efficient, is paramount. In
addition, the advantage of treatment given through video-conference
platforms potentially increases availability and access. Critical to this
relates to technical components, including availability, access, and
functionality in making such treatment interventions viable on a
fundamental level of scalability.hfi We recognize that follow periods reported within this RCT study
are short (Dumoulin et al., 2018), however we took the pragmatic
decision to use three-and six-month timeframes for follow up given
the relative urgency to provide online psychological support to
frontline workers during the pandemic (Drissi et al., 2021). A recent
systemic review (Wilson et al., 2018) suggests follow up periods of
between 4 weeks and 6 months is not uncommon in EMDR
intervention research. For example, in what appears to be the only trial
of online EMDR (Lenferink et al., 2020), Spence et al., 2013 used a 3
month follow up period when examine the use of internet delivered
EMDR. We are therefore content that the design chosen for the study
is in line with other EMDR related randomized controlled trials,
however, acknowledge that the longer-term maintenance of benefits
from the intervention may not be fully understood. This research suggests the potential efficacy of the Group EMDR
intervention; incorporating a therapist rotation model adds a
contemporary facet that seems counterintuitive to the existing
academic literature. In addressing the global burden of psychological
trauma and the necessity for task-shifting, this study offers interesting
findings to this debate. The primary objective and rationale for this study were Frontline
and Emergency colleagues working on the frontline of COVID-19
traumatized by their endeavors. Data availability statement A further, distinct limitation of the study relates to the issue of
moral injury. Further research is needed to adapt EMDR group
interventions more specifically more sufficiently for this important
issue. Secondly, with the benefit of hindsight, incorporating more
qualitative data surrounding the participants experience would have
been useful. Presently, there is no absolute clarity surrounding agents
of change other than from the psychometric data. Thirdly, it would
have been useful to ascertain better insight into the target memories
worked on by the research participants. This was always going to
be challenging based the critical aspect of non-disclosure. A further
aspect related to this would have been to determine if research
participants may indeed have been willing to disclose their trauma
targets. Fourthly, would be to consider if more detailed debriefing
sessions after the VGTEP intervention may have further enhanced the
study’s findings. Fifthly, as the research participants were ‘self-
selecting’ this leads to the possibility of bias and ambiguity. By not
capturing or clarifying motivation for being part of the study there is
a fair degree of uncertainty about this aspect. Furthermore, a distinct
limitation was not being able to ascertain which trauma targets were
moral injury, or not. A final limitation relates to the sub-clinical PTSD
participants. The data set suggests that many from this group remained
‘sub-clinical’ post-intervention, however, there is not means to
determine cause and effect, that the intervention prevented the onset
of PTSD. To ascertain this with more clarity further research is needed. The datasets presented in this study can be found in online
repositories. The names of the repository/repositories and accession
number (s) can be found in the article/supplementary material. Frontiers in Psychology FIGURE 10
Primary themes related to the qualitative feedback received from
research participants post T5 (6-mth FU/end of treatment). There is, nonetheless, an important narrative to
consider at this juncture – results from this study suggest a significant
treatment effect for PTSD but not for moral injury. Why might this
be the case? This is an intriguing question. A potential consideration
relates to the ‘unknowingness’ of the trauma memory clients use to
target and reprocess. The EMDR GTEP and VGTEP interventions are
ostensibly passive treatments. Within conventional EMDR therapy,
moral dimensions are often addressed more actively with the
utilization of Cognitive Interweaves, which are much more bespoke
to the client’s lived experiences. However, more research is needed to
explore this further, but results suggest a potential need for modifying
the existing group EMDR protocols to address moral dimensions of
trauma more effectively. There are four other factors to consider. Firstly, treatment was
delivered as video-conference psychotherapy. Overall results suggest that
this was generally well tolerated. Although there were occasional technical
glitches, fortunately, these were relatively infrequent. Indeed, the ZOOM
platform performed robustly for much of the study—Secondly, the
intense delivery of the treatment within 1 week. Again, results suggest that
this was well tolerated, although admittedly, it does require a significant
commitment from research participants. Further research needs to
explore the potential health economic benefits of delivering trauma
treatment in this manner. Thirdly, the VGTEP intervention involves 14 Farrell et al. Farrell et al. 10.3389/fpsyg.2023.1129912 10.3389/fpsyg.2023.1129912 Author contributions DF conceived the study, was the chief investigator for the entire
project, the principal data analyst, and the primary author of this
research manuscript. JM was responsible for project management. MK
was responsible for secondary data analysis, senior leadership, and
support to the project. LK, PM, IM, DM, TP, PP, CM, and IB were vital
research team members and treatment interventions. ZZ was
responsible for treatment fidelity. DF, LK, JM, PM, IM, DM, TP, and PP
were all clinical leads regarding the VGTEP treatment intervention. All
authors contributed to the article and approved the submitted version. A contemporary debate within the EMDR therapy literature
relates to the value of trauma regulation. The data presented in
Figure 5 suggests treatment benefits for trauma regulation and trauma
confrontation phases with VGTEP; however, the effect size is more
significant for trauma confrontation. Nevertheless, results suggest the
clear advantage of utilizing trauma regulation strategies within the
VGTEP intervention, even if this provides a grounding, presentness,
or even a sense of community-building. Further dismantling studies
need to explore this aspect in more detail. Conclusion This study contributes to the emerging
knowledge base that Group EMDR therapy has something significant
to contribute. Ethics statement The studies involving human participants were reviewed and
approved by University of Worcester. The patients/participants
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Idrissi, M. A. (2021). Publisher’s note Finally, we thank EMDR All Ireland Board—President Gus Murray
for the vital support of the research project. Finally, we thank EMDR All Ireland Board—President Gus Murray
for the vital support of the research project. 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. Acknowledgments We thank Trauma Response Ireland and Sonjia Maher for her
invaluable contribution and administrative support. Additionally,
we would like to thank Clare Smith, Adam Horner, Gus Murray, Bev
Taylor, Carol Norris, Imelda Buckley, Yvonne Bayo, and the many
colleagues who assisted this study as the Emotional Protection team. 15 frontiersin.org Farrell et al. 10.3389/fpsyg.2023.1129912 10.3389/fpsyg.2023.1129912 Conflict of interest The authors declare that the research was conducted in the
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UK prison service. J. Forensic Pract. 15, 281–290. doi: 10.1108/JFP-09-2012-0018 18 Frontiers in Psychology frontiersin.org Farrell et al. 10.3389/fpsyg.2023.1129912 10.3389/fpsyg.2023.1129912 19 frontiersin.org Frontiers in Psychology Frontiers in Psychology
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Effect of an E-Learning Module on Personal Protective Equipment Proficiency Among Prehospital Personnel: Web-Based Randomized Controlled Trial (Preprint)
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Corresponding Author: Corresponding Author:
Laurent Suppan, MD
Division of Emergency Medicine
Department of Anesthesiology, Clinical Pharmacology, Intensive Care and Emergency Medicine
University of Geneva Hospitals and Faculty of Medicine
Rue Gabrielle-Perret-Gentil 4
Geneva, 1211
Switzerland
Phone: 41 789151845
Email: laurent.suppan@hcuge.ch Corresponding Author:
Laurent Suppan, MD
Division of Emergency Medicine
Department of Anesthesiology, Clinical Pharmac
University of Geneva Hospitals and Faculty of M
Rue Gabrielle-Perret-Gentil 4
Geneva, 1211
Switzerland
Phone: 41 789151845
Email: laurent.suppan@hcuge.ch Corresponding Author:
Laurent Suppan, MD
Division of Emergency Medicine
Department of Anesthesiology, Clinical Pharmacology, Intensive Care and Emergency Medicine
University of Geneva Hospitals and Faculty of Medicine
Rue Gabrielle-Perret-Gentil 4
Geneva, 1211
Switzerland
Phone: 41 789151845
Email: laurent.suppan@hcuge.ch Original Paper Original Paper Effect of an E-Learning Module on Personal Protective Equipment
Proficiency Among Prehospital Personnel: Web-Based
Randomized Controlled Trial Laurent Suppan1, MD; Mohamed Abbas2*, MD; Loric Stuby3*, CAS; Philippe Cottet1, MD; Robert Larribau1, MD;
Eric Golay1, MAS; Anne Iten2, MD; Stephan Harbarth2, MD, MSc; Birgit Gartner1, MD; Mélanie Suppan4, MD 1Division of Emergency Medicine, Department of Anesthesiology, Clinical Pharmacology, Intensive Care and Emergency Medicine, University of
Geneva Hospitals and Faculty of Medicine, Geneva, Switzerland 2Infection Control Program and WHO Collaborating Centre on Patient Safety, University of Geneva Hospitals and Faculty of Medicine, Geneva,
Switzerland
3 J Med Internet Res 2020 | vol. 22 | iss. 8 | e21265 | p. 1
(page number not for citation purposes) JOURNAL OF MEDICAL INTERNET RESEARCH JOURNAL OF MEDICAL INTERNET RESEARCH Suppan et al KEYWORDS personal protective equipment; COVID-19; electronic learning; prehospital; randomized controlled trial; protection; equipment;
safety; gamified; online learning; communication personal protective equipment; COVID-19; electronic learning; prehospital; randomized controlled trial; protection; equipment;
safety; gamified; online learning; communication of learners nor the repetitive use of equipment for demonstration
as could be the case for live simulation [11,12]. of learners nor the repetitive use of equipment for demonstration
as could be the case for live simulation [11,12]. Goal of This Investigation Adequate use of personal protective equipment (PPE) is of
paramount importance to ensure health care workers’ safety
and to avoid shortages of such equipment in the context of the
coronavirus disease (COVID-19) pandemic [1,2]. Protection
guidelines against severe acute respiratory syndrome coronavirus
2 (SARS-CoV-2) infection have rapidly evolved following
publication of new evidence regarding its mode of transmission,
making prompt adaptation of the guidelines both frequent and
necessary [3-5]. Prehospital personnel is particularly at risk of
contamination as they usually work in a challenging
environment and have to stay next to their patients in the narrow
space of the ambulance for extended periods of time. This risk
is further increased when high-risk procedures such as
endotracheal intubation have to be performed [6-8]. The purpose of this study was to evaluate whether a specifically
designed gamified e-learning module [13] could improve the
rate of adequate PPE choice by prehospital personnel in the
context of the COVID-19 pandemic. Our hypothesis was that
knowledge of PPE guidelines would be inconsistent between
prehospital personnel, and that an e-learning module may
increase and standardize knowledge regarding the use of PPE. This could help limit both underuse and overuse of such
equipment. JOURNAL OF MEDICAL INTERNET RESEARCH Suppan et al Conclusions: Among prehospital personnel with an already relatively high knowledge of and experience with PPE use, both
web-based study paths increased the rate of adequate choice of PPE. There was no major added value of the gamified e-learning
module apart from preserving participants' confidence in their ability to correctly use PPE. Abstract Background: To avoid misuse of personal protective equipment (PPE), ensure health care workers’ safety, and avoid shortages,
effective communication of up-to-date infection control guidelines is essential. As prehospital teams are particularly at risk of
contamination given their challenging work environment, a specific gamified electronic learning (e-learning) module targeting
this audience might provide significant advantages as it requires neither the presence of learners nor the repetitive use of equipment
for demonstration. Objective: The aim of this study was to evaluate whether a gamified e-learning module could improve the rate of adequate PPE
choice by prehospital personnel in the context of the coronavirus disease (COVID-19) pandemic. Methods: This was an individual-level randomized, controlled, quadruple-blind (investigators, participants, outcome assessors,
and data analysts) closed web-based trial. All emergency prehospital personnel working in Geneva, Switzerland, were eligible
for inclusion, and were invited to participate by email in April 2020. Participants were informed that the study aim was to assess
their knowledge regarding PPE, and that they would be presented with both the guidelines and the e-learning module, though
they were unaware that there were two different study paths. All participants first answered a preintervention quiz designed to
establish their profile and baseline knowledge. The control group then accessed the guidelines before answering a second set of
questions, and were then granted access to the e-learning module. The e-learning group was shown the e-learning module right
after the guidelines and before answering the second set of questions. Results: Of the 291 randomized participants, 176 (60.5%) completed the trial. There was no significant difference in baseline
knowledge between groups. Though the baseline proportion of adequate PPE choice was high (75%, IQR 50%-75%), participants’
description of the donning sequence was in most cases incorrect. After either intervention, adequate choice of PPE increased
significantly in both groups (P<.001). Though the median of the difference in the proportion of correct answers was slightly
higher in the e-learning group (17%, IQR 8%-33% versus 8%, IQR 8%-33%), the difference was not statistically significant
(P=.27). Confidence in the ability to use PPE was maintained in the e-learning group (P=.27) but significantly decreased in the
control group (P=.04). J Med Internet Res 2020 | vol. 22 | iss. 8 | e21265 | p. 1
(page number not for citation purposes) http://www.jmir.org/2020/8/e21265/ Online Platform Before performing a 1:1 randomization, stratification was
achieved according to professional status (EMTs, paramedics,
and emergency physicians). Email addresses were then sorted
according to alphabetical order, and an investigator (MS) who
did not have access to the email addresses database was given
the number of participants by category and performed the
randomization using a computer-generated table. The
randomization key was then combined with the list of email
addresses and entered in the mailing component by the only
investigator who had access to the system (L Suppan). As the
list of email addresses and allocations were solely present in an
encrypted database, all other investigators were blinded as to
group allocation. An online platform [20] developed under the Joomla! 3.9 content
management system (Open Source Matters) was created
specifically for the purpose of this study. A mailing management
component (AcyMailing 5.10, Acyba), a survey component
(Community Surveys Pro 5.4.0, CoreJoomla), and a form builder
component used to issue completion certificates (BreezingForms
Pro 1.9.0, Crosstec) were installed on the website. L Suppan
was the only author with access to the platform’s administration
console. No maintenance or update was planned on the server,
platform, or content during the study period. Setting The study took place in April 2020 in Geneva, Switzerland; the
detailed organization of local prehospital emergency services
has already been described elsewhere [19]. There are five levels
of increasing expertise working in the prehospital field. Ambulance drivers all have a basic life support certificate but
are never called upon to deal with emergency situations. Emergency medical technicians (EMTs) are certified after 1
year of training, and can either transport stable patients on their
own, or team up with a paramedic to deal with more difficult
prehospital situations. The highest level of nonphysician care
is provided by paramedics, who complete a 3-year curriculum. Whenever a potentially life-threatening emergency is identified
by emergency dispatchers, paramedics are sent in teams of two. A medical reinforcement by way of a light vehicle, Service
Mobile d’Urgence et de Réanimation (SMUR), staffed by a
paramedic and an emergency physician can either be dispatched
at the same time as the ambulance or be called upon by
paramedics if specialized medical care is required on site. Emergency physicians are either senior residents or fellows
working in one of the following departments: emergency
medicine, anesthesiology, or general internal medicine. They
can be supervised, either by call or on-site, by a senior specialist
emergency physician, which represents the highest level of
prehospital care in this setting. Consistency of specific “free-text” questions, such as age, was
checked by means of regular expression (“regex”) rules. All
answers were automatically checked for completeness by the
system before participants were allowed to proceed to the next
page. Custom validation messages were displayed to inform
users who had not answered a question. Participants were not
allowed to correct or review their answers once a page had been
completed. Subjects and Inclusion and Exclusion Criteria Chief ambulance officers of all services were asked to provide
one of the investigators (L Suppan) with a list of all the
professional email addresses of their EMTs, paramedics, and
emergency physicians. All the email addresses received from
these officers were included. Email addresses of ambulance drivers were excluded as these
drivers usually only deal with interhospital transfers and almost
never don PPE. Senior specialist emergency physicians were
also excluded, as they are few in number and are usually
involved in the writing of the guidelines or in the creation of
the learning material; in addition, some of them are authors of
this study. Finally, the email addresses of the paramedics who
participated in the creation of this study or the learning material
were also excluded. Apart from the physician-staffed prehospital medical service,
there are seven different ambulance companies in Geneva, two
of which belong to public organizations while the remaining
five are privately owned. As each company has its own
continuous education structure as well as its own equipment,
medical devices, and protocols, one cannot expect all paramedics
to share the same knowledge level regarding all aspects of
prehospital emergencies. JOURNAL OF MEDICAL INTERNET RESEARCH JOURNAL OF MEDICAL INTERNET RESEARCH Suppan et al The regional ethics committee issued a “Declaration of no
objection” (Req-2020-00374) as the population studied was not
considered vulnerable according to the Swiss federal law on
human research [17]. As the purpose of the study was to
examine the effect of two different study paths only on
providers’ knowledge and attitude toward PPE, registration of
the trial was not performed as it is not deemed necessary by the
International Committee of Medical Journal Editors [18]. sequences. Within the module, trigger mechanisms are used to
check that the user had accessed and completed all required
steps before being allowed to proceed to the following section. The e-learning package is available on the study website where
it can be viewed and downloaded freely. The comprehensive
prehospital COVID-19 guidelines from the Geneva University
Hospitals, version 1.11, was also used in this study [21]. Two quizzes were created by BG and L Suppan: a
preintervention quiz designed to establish the participants’
baseline knowledge regarding PPE, their use and indication,
and a postintervention quiz to assess whether these parameters
had changed. Both quizzes contained 10 closed questions, either
multiple choice or multiple answer. Questions designed to assess
PPE choice were preceded by short clinical scenarios. Each quiz
was displayed over 5 pages. The number of questions was
limited to reduce attrition. These quizzes were tested and
validated by all coinvestigators. J Med Internet Res 2020 | vol. 22 | iss. 8 | e21265 | p. 3
(page number not for citation purposes) Study Design This was an individual-level, stratified, randomized, controlled,
quadruple-blind (investigators, participants, outcome assessors,
and data analysts) closed web-based trial (Figure 1) designed
following the CONSORT-EHEALTH (Consolidated Standards
of Reporting Trials of Electronic and Mobile HEalth
Applications and onLine TeleHealth) guidelines [14,15] and
incorporating relevant elements from the CHERRIES (Checklist
for Reporting Results of Internet E-Surveys) statement [16]. To avoid misuse of PPE, effective communication of the
corresponding guidelines to frontline health care workers is
necessary [9]. However, continuous education has been
massively disrupted due to the cancellation of continuous
education sessions to limit disease transmission [10]. In this
challenging context, electronic learning (e-learning) might
provide significant advantages as it requires neither the presence Figure 1. Study design. Figure 1. Study design. J Med Internet Res 2020 | vol. 22 | iss. 8 | e21265 | p. 2
http://www.jmir.org/2020/8/e21265/
(page number not for citation purposes)
O J Med Internet Res 2020 | vol. 22 | iss. 8 | e21265 | p. 2
(page number not for citation purposes) J Med Internet Res 2020 | vol. 22 | iss. 8 | e21265 | p. 2 http://www.jmir.org/2020/8/e21265/ http://www.jmir.org/2020/8/e21265/ http://www.jmir.org/2020/8/e21265/ Study Sequence As guidelines differ from region to region, we decided to only
include prehospital staff working in the Geneva emergency
medical system, thereby using a convenience sample rather than
performing a sample size calculation. After clicking on the survey link, a welcome screen containing
detailed information about the study was displayed. This
welcome screen was identical for both groups and, similarly to
the email messages, did not convey any information regarding
the study sequence to ensure the participants were adequately
blinded. Data Collection Data was electronically recorded and securely stored in an
encrypted MariaDB database (Version 5.5.5; MariaDB
Foundation). At the end of the study, all data was extracted to
CSV format by the only investigator who had access (L Suppan). No personally identifiable data (including name, date of birth,
email, or IP address) was ever asked for or recorded. To improve the response rate, the chief ambulance and medical
officers of all companies were asked to encourage their
paramedics, EMTs, and emergency physicians to participate in
the study. Participation reminders were also sent to all
prehospital personnel along with a daily COVID-19 information
newsletter. Outcomes The main outcome was defined as the difference in the
proportion of correct choice of PPE before and after the course,
assessed by means of short clinical scenarios. Apart from the survey link, the emails contained information
regarding the study length and objectives as well as a short data
protection statement. Participants were informed that they would
be presented with the most recent version of the prehospital
COVID-19 guidelines as well as with an e-learning module,
though the order in which these materials would be shown was
not explained. They were informed that, by clicking on the
survey link, they consented to participate in the study and were
provided with the names and electronic addresses of five
investigators (BG, EG, L Stuby, L Suppan, and PC), whom they
could contact at any time. As collected data were irreversibly
anonymized, it was impossible for users to ask for their own
answers to be deleted once the survey had been completed. Secondary outcomes were stratification of the main outcome
by profession and by personal history of COVID-19 (whether
or not the participant had been infected), accuracy of donning
and doffing sequences reconstitutions, differences in the rates
of overuse and underuse of PPE, confidence in one’s ability to
use PPE, perceived usefulness of the course, and satisfaction
regarding the course. The latter three outcomes were assessed
by means of a 5-point Likert scale. Data Curation and Availability The extracted data were imported into Stata (StataCorp LLC). Variables were renamed to facilitate their understanding by the
blinded data analysts. All data that could have enabled data
analysts to identify group allocation were removed, and data
fields were sorted accordingly. Incomplete questionnaires were
excluded at this stage. The control and e-learning groups were
renamed using city names (Moscow and Nairobi), and all
relevant data were exported by L Suppan to a Stata .dta file and
sent to L Stuby and MA for analysis. Participation was not mandatory. No monetary incentive or
prize was offered to the survey participants. As the e-learning
module was akin to a continuous education session, participants
were informed before beginning the survey that they would be
able to print a continuous education certificate upon completion. As the certificate component was independent from both the
mailing and the survey components, participants were ensured
they could generate the certificate without their identity being
disclosed. JOURNAL OF MEDICAL INTERNET RESEARCH JOURNAL OF MEDICAL INTERNET RESEARCH Suppan et al Adaptive questioning was used in this section to avoid
displaying irrelevant questions. Participants were then asked a
series of general questions related to SARS-CoV-2 and the
COVID-19 pandemic. Adaptive questioning was used in this section to avoid
displaying irrelevant questions. Participants were then asked a
series of general questions related to SARS-CoV-2 and the
COVID-19 pandemic. Enrolment and Consent Individual emails that were identical for all participants except
for the unique links that pointed to one of the two study paths
were sent on April 13, 2020 (Multimedia Appendices 1 and 2). These unique links were automatically created by the survey
component but were not recorded in the mailing component
other than in generic form (there was no way the individual
tokens could be linked to the email addresses). The webmaster
could therefore only know whether the email had been opened
and the survey started, but was prevented from reconciling the
email address with the survey answers, thereby guaranteeing
user anonymization. Using unique links served two purposes:
they allowed the participants to resume the course in case they
were interrupted and also avoided double entries. Given the
current circumstances, and as the vast majority of prehospital
professionals had had their holidays cancelled and were
therefore at work, participants were only given 12 days to
complete the study, with email reminders sent on days 3, 7, and
10. The control group was then shown the prehospital COVID-19
guidelines. They were then asked to answer a second set of
questions before being prompted to evaluate the learning path
up to this point. Only then could they access the e-learning
module and download their certificate. The e-learning group followed the same path at first, but
accessed the e-learning module immediately after being shown
the guidelines. This group then completed the same second set
of questions, was asked to evaluate the learning path (which in
this case included the e-learning module), and was finally
allowed to download the completion certificate. http://www.jmir.org/2020/8/e21265/ Study Material A previously described gamified e-learning module created
under Storyline 3 (Articulate Global) was used in this study
[13]. The module contains 19 sections and embeds 7 video http://www.jmir.org/2020/8/e21265/ XSL•FO
RenderX J Med Internet Res 2020 | vol. 22 | iss. 8 | e21265 | p. 4
(page number not for citation purposes) Outcomes Assessment Though most outcomes were electronically recorded and their
interpretation therefore was generally independent of subjective
human evaluation, comments had to be assessed by outcome After clicking on the start button, participants were asked a
series of questions designed to gather demographic-related data. http://www.jmir.org/2020/8/e21265/ J Med Internet Res 2020 | vol. 22 | iss. 8 | e21265 | p. 4
(page number not for citation purposes) J Med Internet Res 2020 | vol. 22 | iss. 8 | e21265 | p. 4
(page number not for citation purposes) XSL•FO
RenderX JOURNAL OF MEDICAL INTERNET RESEARCH Suppan et al homogeneity tests. Binomial paired data were assessed using
the McNemar test. assessors. Two assessors (L Stuby and PC), blinded as to group
allocation, were asked to independently assess all comments. The nature of comments were to be rated as “positive,”
“negative,” or “neutral” regarding the study, and as to whether
they challenged Infection Prevention and Control (IPC)
guidelines (binary, yes versus no). Disagreements were solved
by sending the unclear comments to a third outcome assessor
(BG), who was blinded to the previous assessments. assessors. Two assessors (L Stuby and PC), blinded as to group
allocation, were asked to independently assess all comments. The nature of comments were to be rated as “positive,”
“negative,” or “neutral” regarding the study, and as to whether
they challenged Infection Prevention and Control (IPC)
guidelines (binary, yes versus no). Disagreements were solved
by sending the unclear comments to a third outcome assessor
(BG), who was blinded to the previous assessments. Stratification was defined a priori based on expertise level
(EMTs, paramedics, or physicians) and COVID-19 status
(negative; confirmed, quarantined; confirmed, cured or
unknown). Two post hoc sensitivity analyses were conducted. Statistical Analysis Statistical analysis was performed using Stata 15. Continuous
independent outcomes were assessed using the Student t test or
the Mann-Whitney rank-sum test depending on normality. Categorical outcomes were assessed using Fisher exact test. A
two-sided P<.05 was considered significant. Normality of
distribution was first assessed graphically. In case of doubt, the
Shapiro-Wilk test was applied. Data Availability The original data has been deposited to Mendeley Data [22]. Figure 2. Study flowchart. J Med Internet Res 2020 | vol. 22 | iss. 8 | e21265 | p. 5
(page number not for citation purposes) http://www.jmir.org/2020/8/e21265/ Characteristics of Study Subjects Of the 291 randomized participants, 176 (60.5%) completed
the trial (Figure 2). No change was made to the web platform
after the first batch of emails was sent. There was no significant
downtime (the server was available more than 99% of the time
throughout the study period). Just three participants were unable
to complete the trial owing to technical problems, the exact
nature of which could not be determined: two were not able to
access the e-learning module, and one could not access the
guideline (in PDF format). The study path was completed in
one session by 82.7% of the participants (143/173). Continuous paired data were assessed using either the paired
Student t test or the Wilcoxon matched-pairs signed-rank test
depending on normality. The sign test for matched pair was
used if symmetry could not be proven. Categorical paired data
were analyzed using asymptotic symmetry and marginal Figure 2. Study flowchart. Figure 2. Study flowchart. The blinded data analysts (L Stuby and MA) excluded two
surveys from the e-learning group as the participants’
professions did not match the target population (one “ambulance
driver” and one “other”). They also excluded one survey from
the control group because of incoherent answers (Multimedia
Appendix 3). Participant characteristics are described in Table
1. the control group because of incoherent answers (Multimedia
Appendix 3). Participant characteristics are described in Table
1. The blinded data analysts (L Stuby and MA) excluded two
surveys from the e-learning group as the participants’
professions did not match the target population (one “ambulance
driver” and one “other”). They also excluded one survey from J Med Internet Res 2020 | vol. 22 | iss. 8 | e21265 | p. 5
(page number not for citation purposes) http://www.jmir.org/2020/8/e21265/ XSL•FO
RenderX XSL•FO
RenderX JOURNAL OF MEDICAL INTERNET RESEARCH Suppan et al Table 1. Participant characteristicsa. Characteristics of Study Subjects E-learning (n=88)
Control (n=85)
Characteristics
Profession, n (%)
10 (11.4)
5 (5.9)
Student paramedic
12 (13.6)
11 (12.9)
Emergency medical technician
60 (68.2)
61 (71.8)
Paramedic
6 (6.8)
8 (9.4)
Physician
28 (31.8)
32 (37.6)
Gender, female, n (%)
34 (28-40)
35 (30-42)
Age (years), median (Q1-Q3)
7 (2-12)
9 (3-15)
Professional experience (years), median (Q1-Q3)
Prior infection prevention and control course, n (%)
70 (79.6)
73 (85.1)
No/does not remember
18 (20.4)
12 (14.1)
Yes
6 (6.8)
7 (8.3)
Coronavirus disease status, positive, n (%)
84 (95.4)
79 (92.9)
Local guideline seen, yes, n (%)
5 (2-8)
5 (3-10)
Last time guideline seen (days), median (Q1-Q3)
32 (36.4)
28 (32.9)
Specific coronavirus disease course followed, yes, n (%) E-learning (n=88)
Control (n=85) Specific coronavirus disease course followed, yes, n (%) aTotals may not equal to 100% due to rounding. Adequate choice of PPE was significantly increased in both
groups after the intervention (P<.001; Figure 3). Though the
median of the difference was higher in the e-learning group
(17%, IQR 8%-33% versus 8%, IQR 8%-33%), it did not reach
statistical significance (P=.27). This difference was similar
regardless of stratification by profession or history of COVID-19
(Table 2). No participant was able to describe the correct doffing
sequence, which was assessed postintervention. The doffing
sequence originally displayed in the survey was left unchanged
by 8% of the participants (14/173, 7 per group). Adequate choice of PPE was significantly increased in both
groups after the intervention (P<.001; Figure 3). Though the
median of the difference was higher in the e-learning group
(17%, IQR 8%-33% versus 8%, IQR 8%-33%), it did not reach
statistical significance (P=.27). This difference was similar
regardless of stratification by profession or history of COVID-19
(Table 2). No participant was able to describe the correct doffing
sequence, which was assessed postintervention. The doffing
sequence originally displayed in the survey was left unchanged
by 8% of the participants (14/173, 7 per group). J Med Internet Res 2020 | vol. 22 | iss. 8 | e21265 | p. 6
(page number not for citation purposes) J Med Internet Res 2020 | vol. 22 | iss. 8 | e21265 | p. 7
(page number not for citation purposes) Main Results There was no significant difference in baseline knowledge
between groups. Though the baseline proportion of adequate
PPE choice was high (75%, IQR 50%-75%), description of the
donning sequence (assessed preintervention) was in most cases
incorrect, as only 7 (4%) of the participants were able to
reconstitute it accurately, with a similar proportion between
groups. The donning sequence initially displayed in the survey
was left unchanged by 7% of the participants (12/173, 6 per
group). http://www.jmir.org/2020/8/e21265/ XSL•FO
RenderX JOURNAL OF MEDICAL INTERNET RESEARCH Suppan et al Figure 3. Change in proportion (%) of adequate choice of personal protective equipment. Figure 3. Change in proportion (%) of adequate choice of personal protective equipment. Figure 3. Change in proportion (%) of adequate choice of personal protective equipment. Table 2. Adequate choice of personal protective equipment (main outcome). P value
E-learning (n=88)
Control (n=85)
Outcomes
.27
17 (8 to 33)
8 (8 to 33)
Main outcome: difference in percentage of correct answers, median (Q1-Q3)
Main outcome by profession (%), median (Q1-Q3)
.15
17 (8 to 33)
8 (0 to 25)
Paramedic
.49
29 (25 to 33)
25 (8 to 33)
Paramedic student
.88
8 (–8 to 33)
25 (8 to 33)
Emergency medical technician
.30
13 (–8 to 42)
25 (13 to 38)
Physician
Main outcome by coronavirus disease status (%), median (Q1-Q3)
.20
25 (8 to 33)
8 (8 to 33)
Negative for coronavirus disease
.37
0 (–8 to 17)
8 (–8 to 33)
Positive for coronavirus disease
Confidence in the ability of using PPE was identical before and
after the course in the e-learning group (P=.27), but was
significantly lower after the course in the control group (P=.04). While most participants found the course useful (68.5%, 95%
CI 61.5%-75.3%), the proportion of participants finding the
course “very useful” was significantly higher (P=.01) in the
e-learning group (33.0%, 95% CI 23.2%-42.8% versus 11.8%,
95% CI 4.9%-18.7%). Participants were generally satisfied
regarding the course (60.0%, 95% CI 49.6%-70.4% for the
e-learning group versus 62.5%, 95% CI 52.4%-72.6%; P=.28;
Figure 4). Table 2. Adequate choice of personal protective equipment (main outcome). Paramedic Positive for coronavirus disease course “very useful” was significantly higher (P=.01) in the
e-learning group (33.0%, 95% CI 23.2%-42.8% versus 11.8%,
95% CI 4.9%-18.7%). Participants were generally satisfied
regarding the course (60.0%, 95% CI 49.6%-70.4% for the
e-learning group versus 62.5%, 95% CI 52.4%-72.6%; P=.28;
Figure 4). Main Results course “very useful” was significantly higher (P=.01) in the
e-learning group (33.0%, 95% CI 23.2%-42.8% versus 11.8%, Confidence in the ability of using PPE was identical before and
after the course in the e-learning group (P=.27), but was
significantly lower after the course in the control group (P=.04). While most participants found the course useful (68.5%, 95%
CI 61.5%-75.3%), the proportion of participants finding the J Med Internet Res 2020 | vol. 22 | iss. 8 | e21265 | p. 7
(page number not for citation purposes) http://www.jmir.org/2020/8/e21265/ http://www.jmir.org/2020/8/e21265/ XSL•FO
RenderX JOURNAL OF MEDICAL INTERNET RESEARCH Suppan et al Figure 4. Participant satisfaction. Figure 4. Participant satisfaction. The proportion of positive comments was similar between
groups (14%, 95% CI 7%-21% in the e-learning group versus
19%, 95% CI 11%-27%; P=.16). Participants who expressed
disagreements with IPC recommendations were also evenly
divided (5.7%, 95% CI 3.2%-8.2% in the e-learning group
versus 4.7%, 95% CI 0.2%-9.2%; P>0.99). The proportion of positive comments was similar between
groups (14%, 95% CI 7%-21% in the e-learning group versus
19%, 95% CI 11%-27%; P=.16). Participants who expressed
disagreements with IPC recommendations were also evenly
divided (5.7%, 95% CI 3.2%-8.2% in the e-learning group
versus 4.7%, 95% CI 0.2%-9.2%; P>0.99). guidelines recently. Most participants were therefore aware of
the local recommendations, and the anxiety generated by the
COVID-19 pandemic probably acted as a catalyst regarding
their interest in such guidelines [23]. Another factor that might partly explain the lack of a significant
difference is the sample size, which limited the power to detect
small differences. Nevertheless, as PPE guidelines vary not only
between countries, but also between Swiss cantons, it might
have been inadequate to draw conclusions from a pooled group
of paramedics working in different cantons with different
guidelines [24]. Moreover, though increasing the sample size
would increase the chances of finding a significant difference,
too small an increase would not be clinically relevant regardless
of the P value obtained [25]. Lack of significance might
therefore also be consecutive to lack of effect of the e-learning
module regarding knowledge acquisition in this particular
population. Two post hoc sensitivity analyses were performed. The first
was achieved by excluding all participants who answered they
were either “very unsatisfied” or “unsatisfied” with the course. Main Results The second was performed by excluding participants whose
compliance regarding COVID-19–specific IPC guidelines could
be doubted; this included those who did not answer “systematic
wearing of a double pair of gloves” to the question “Which of
these measures is NOT one of the infection prevention
measures?” (40 [45%] in the e-learning group versus 35 [41%]). These analyses did not demonstrate a significant change
regarding the main outcome (P=.89 and P=.29, respectively). Though necessary to assess participants’ knowledge and
attitudes regarding PPE prior to the interventions, the first set
of questions, along with the study title, might have acted as a
primer and focused the participants’ attention on the specific
contents that would be tested postintervention [26]. This effect
might have further dampened the potential impact of the
e-learning module. J Med Internet Res 2020 | vol. 22 | iss. 8 | e21265 | p. 8
(page number not for citation purposes) http://www.jmir.org/2020/8/e21265/ Conclusions Among prehospital personnel with an already relatively high
knowledge and experience regarding PPE use, both web-based
study paths increased the rate of adequate choice of PPE. There
was no major added value of the gamified e-learning module
apart from preserving participants' confidence in their ability
to correctly use PPE. Perspectives The larger impact such a web-based study might have had,
regardless of the effect of a specific intervention such as the
gamified e-learning module, should be assessed, as a possible
change in PPE consumption or infection rate among prehospital
providers could ensue. Though incorrect answers regarding the donning sequence are
easily understandable as they might primarily result from a lack
of knowledge, an inability to correctly rebuild the doffing
sequence is questioning. No less than four different broad
categories of causes could be involved: ineffectiveness of the
teaching material, inadequate sequence, flawed means of
assessing the participants’knowledge, or disagreement with the
procedure outlined in the guidelines and in the e-learning
module. As this result was unforeseen, the method used in this
study was unfortunately ill-suited to the evaluation of the
underlying causes. Nevertheless, with less than 10% of
participants having left the initially displayed sequences
unchanged, a technical flaw can reasonably be ruled out. The potential impact of this gamified e-learning module on less
experienced and less primed participants should also be
evaluated to confirm (or refute) the theories outlined in this
discussion. The gamified e-learning module can thus be freely
downloaded from the study website in both a web (HTML5
with Flash fallback) and SCORM (Shareable Content Object
Reference Model) format. Acknowledgments The authors would like to thank Mr Michel Hofer for his support. Main Results In this study, the proportion of those making an adequate choice
regarding PPE increased significantly after prehospital personnel
followed either web-based study path. Though the median of
the increase was twice that of the e-learning group, this
difference was not statistically significant. The relatively low level of satisfaction displayed by the
participants should also be taken into account. Though e-learning
modules and serious games usually increase participant
satisfaction when compared to more traditional methods [27,28],
such an effect could not be found in this study. Disagreement
with IPC guidelines might, at least in part, explain why some
participants were dissatisfied [5,29,30]. Indeed, the vast majority
of paramedics working in Geneva have had some prior training
regarding the use of PPE in situations other than the COVID-19 Failure to reach significance might be explained by many
different factors. The high baseline proportion of adequate
choice of PPE in both groups may have dampened any relative
impact of the intervention as there was little room left for
improvement. Although this result might seem counterintuitive
given the high rate of participants who responded that they did
not attend (or did not recall attending) an IPC course prior to
this study, more than 90% declared they had consulted the local http://www.jmir.org/2020/8/e21265/ XSL•FO
RenderX XSL•FO
RenderX Suppan et al JOURNAL OF MEDICAL INTERNET RESEARCH Suppan et al pandemic. Preparations for high-risk transfers during the 2014
Ebola epidemic [31] and practical exercises in the context of
simulated major incidents involving the presence of hazardous
materials [32] have presented paramedics with many different
PPE guidelines and protocols over the last few years. As the
latter situations require more stringent donning and doffing
procedures than those described in the COVID-19 context, some
paramedics seem to feel that IPC recommendations do not go
far enough. There is however a delicate balance between
underprotection and overuse of scarcely available resources that
must be maintained [33,34]. Moreover, it can hardly be expected
to have all paramedics don maximal PPE for all interventions. This would not only considerably increase intervention time,
but also make delicate interventions more difficult given the
bulk of the PPE and lead to more difficult communications. It
could also increase fatigue as such equipment has been shown
to be quite uncomfortable [35]. Secondary Outcomes Despite its limitations, this study also has some strengths, among
which the quadruple-blind design and the relatively high
response rate should be acknowledged. Moreover, as all answers
were electronically recorded, there was no risk of an outcome
assessment bias. Finally, as neither the control nor the e-learning
path requires the physical presence of either participants or
instructors, the framework used in this study could serve as the
building ground for courses in the context of an epidemic or a
pandemic such as the current COVID-19 situation. Though confidence in the ability to use PPE was maintained in
the e-learning group, it significantly decreased after reviewing
the guidelines in the control group. Participants who initially
felt confident in their knowledge might have felt it was
challenged after being asked specific questions [36,37]. The
e-learning module probably helped restore their altered
confidence, as interactive presentations, as well as gamification,
have been shown to increase this feeling [38,39]. Nevertheless,
most participants were unable, regardless of their assigned
intervention, to reconstruct either the donning (assessed
preintervention) or the doffing (assessed postintervention)
sequences. This potential limitation has already been highlighted
in the paper describing the development of the gamified
e-learning module used in this study [13], though cut scenes
were embedded to provide direct demonstration [40,41]. Limitations Apart from the abovementioned limitations, the ever-increasing
knowledge regarding SARS-CoV-2 and COVID-19 might render
both the guideline and the gamified e-learning module used in
this study obsolete. However, current technological tools might
mitigate this effect as they allow for a quick adaptation, even
of highly interactive content [42]. Another limitation is the relatively small number of questions
asked pre- and postintervention. Keeping the total number of
questions and the time required to complete either study path
relatively low was necessary to limit attrition [16,43]. This
strategy was altogether successful as dropouts amounted to less
than 15% in either group, a rather lower proportion than
generally reported [44]. Attrition was further limited thanks to
the use of unique identifiers, which allowed as many as 30
participants (17.3%) to complete their assigned study path in
more than one session. J Med Internet Res 2020 | vol. 22 | iss. 8 | e21265 | p. 9
(page number not for citation purposes) http://www.jmir.org/2020/8/e21265/ JOURNAL OF MEDICAL INTERNET RESEARCH Suppan et al Editorial Notice This randomized study was not prospectively registered. As the purpose of the study was to examine the effect of two different
study paths only on providers’ knowledge and attitude toward PPE, registration of the trial was not performed as it is not deemed
necessary by the International Committee of Medical Journal Editors. The editor is therefore following the guidelines suggested
by the ICMJE and not mandating prospective registration of this randomized trial. However, readers are advised to carefully
assess the validity of any potential explicit or implicit claims related to primary outcomes or effectiveness, as retrospective
registration does not prevent authors from changing their outcome measures retrospectively. Multimedia Appendix 1 First email sent to participants belonging to the control group. [PDF File (Adobe PDF File), 45 KB-Multimedia Appendix 1] Multimedia Appendix 2 First email sent to participants belonging to the e-learning group. [PDF File (Adobe PDF File), 45 KB-Multimedia Appendix 2] Multimedia Appendix 3 Details of the answer set excluded by the blinded data analysts. [PDF File (Adobe PDF File), 126 KB-Multimedia Appendix 3] References Occupational exposure to infection risk and use of personal protective equipment by emergency medical
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16. Eysenbach G. Improving the quality of Web surveys: the Checklist for Reporting Results of Internet E-Surveys (CHERRIES). J Med Internet Res 2004 Sep 29;6(3):e34 [FREE Full text] [doi: 10.2196/jmir.6.3.e34] [Medline: 15471760]
17. CC 810.30 Federal Act of 30 September 2011 on Research involving Human Beings (Human Research Act, HRA). URL: 16. Eysenbach G. Improving the quality of Web surveys: the Checklist for Reporting Results of Internet E-Surveys (CHERRIES). J Med Internet Res 2004 Sep 29;6(3):e34 [FREE Full text] [doi: 10.2196/jmir.6.3.e34] [Medline: 15471760] 16. Eysenbach G. Improving the quality of Web surveys: the Checklist for Reporting Results of Internet E-Surveys (CHERRIES). J Med Internet Res 2004 Sep 29;6(3):e34 [FREE Full text] [doi: 10.2196/jmir.6.3.e34] [Medline: 15471760]
17
CC 810 30 Federal Act of 30 September 2011 on Research involving Human Beings (Human Research Act HRA) URL: 18. Clinical Trials Registration. International Committee of Medical Journal Editors. URL: http://www.icmje.org/about-icmje/
faqs/clinical-trials-registration/ [accessed 2020-06-10] 19. Chan M, Fehlmann CA, Pasquier M, Suppan L, Savoldelli GL. Endotracheal Intubation Success Rate in an Urban, Supervised,
Resident-Staffed Emergency Mobile System: An 11-Year Retrospective Cohort Study. J Clin Med 2020 Jan 16;9(1):238
[FREE Full text] [doi: 10.3390/jcm9010238] [Medline: 31963162] 19. Chan M, Fehlmann CA, Pasquier M, Suppan L, Savoldelli GL. Endotracheal Intubation Success Rate in an Urban, Supervised,
Resident-Staffed Emergency Mobile System: An 11-Year Retrospective Cohort Study. J Clin Med 2020 Jan 16;9(1):238
[FREE Full text] [doi: 10.3390/jcm9010238] [Medline: 31963162] j
Gamified E-Learning Module. URL: https://coronavirus.anesth.ch [accessed 2020-08-18] j
20. Gamified E-Learning Module. URL: https://coronavirus.anesth.ch [accessed 2020-08-18] g
p
[
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21. Brigade Sanitaire Cantonale. Coronavirus de la maladie COVID-19: prise en charge préhospitalière. URL: https://smur. JOURNAL OF MEDICAL INTERNET RESEARCH Suppan et al 38. Tan AJQ, Lee CCS, Lin PY, Cooper S, Lau LST, Chua WL, et al. Designing and evaluating the effectiveness of a serious
game for safe administration of blood transfusion: A randomized controlled trial. Nurse Educ Today 2017 Aug;55:38-44. [doi: 10.1016/j.nedt.2017.04.027] [Medline: 28521248] j
39. Dankbaar MEW, Richters O, Kalkman CJ, Prins G, Ten Cate OTJ, van Merrienboer JJG, et al. Comparative effectiveness
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[FREE Full text] [doi: 10.1186/s12909-016-0836-5] [Medline: 28148296] 40. Koka A, Suppan L, Cottet P, Carrera E, Stuby L, Suppan M. Teaching the National Institutes of Health Stroke Scale to
Paramedics (E-Learning vs Video): Randomized Controlled Trial. J Med Internet Res 2020 Jun 09;22(6):e18358 [FREE
Full text] [doi: 10.2196/18358] [Medline: 32299792] 40. Koka A, Suppan L, Cottet P, Carrera E, Stuby L, Suppan M. Teaching the National Institutes of Health Stroke Scale to
Paramedics (E-Learning vs Video): Randomized Controlled Trial. J Med Internet Res 2020 Jun 09;22(6):e18358 [FREE
Full text] [doi: 10.2196/18358] [Medline: 32299792] 41. Brame CJ. Effective Educational Videos: Principles and Guidelines for Maximizing Student Learning from Video Content. CBE Life Sci Educ 2016;15(4):1-6 [FREE Full text] [doi: 10.1187/cbe.16-03-0125] [Medline: 27789532] 41. Brame CJ. Effective Educational Videos: Principles and Guidelines for Maximizing Student Learning from Video Content. CBE Life Sci Educ 2016;15(4):1-6 [FREE Full text] [doi: 10.1187/cbe.16-03-0125] [Medline: 27789532] 42. Kwag K, González-Lorenzo M, Banzi R, Bonovas S, Moja L. Providing Doctors With High-Quality Information: An
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43. Eysenbach G. The law of attrition. J Med Internet Res 2005;7(1):e11 [FREE Full text] [doi: 10.2196/jmir.7.1.e11] [Medline:
15829473] 44. Hochheimer CJ, Sabo RT, Krist AH, Day T, Cyrus J, Woolf SH. Methods for Evaluating Respondent Attrition in Web-Based
Surveys. J Med Internet Res 2016 Nov 22;18(11):e301 [FREE Full text] [doi: 10.2196/jmir.6342] [Medline: 27876687] References Osterhage JL, Usher EL, Douin TA, Bailey WM. Opportunities for Self-Evaluation Increase Student Calibration in an
Introductory Biology Course. CBE Life Sci Educ 2019 Jun;18(2):ar16 [FREE Full text] [doi: 10.1187/cbe.18-10-0202]
[Medline: 31025916] 37. Osterhage JL, Usher EL, Douin TA, Bailey WM. Opportunities for Self-Evaluation Increase Student Calibration in an
Introductory Biology Course. CBE Life Sci Educ 2019 Jun;18(2):ar16 [FREE Full text] [doi: 10.1187/cbe.18-10-0202]
[Medline: 31025916] J Med Internet Res 2020 | vol. 22 | iss. 8 | e21265 | p. 11
(page number not for citation purposes) http://www.jmir.org/2020/8/e21265/ XSL•FO
RenderX XSL•FO
RenderX JOURNAL OF MEDICAL INTERNET RESEARCH J Med Internet Res 2020 | vol. 22 | iss. 8 | e21265 | p. 12
(page number not for citation purposes) Abbreviations CHERRIES: Checklist for Reporting Results of Internet E-Surveys
CONSORT-EHEALTH: Consolidated Standards of Reporting Trials of Electronic and Mobile HEalth Applications
and onLine TeleHealth
COVID-19: coronavirus disease
E-learning: electronic learning
EMT: emergency medical technician
IPC: infection prevention and control
PPE: personal protective equipment
SARS-CoV-2: severe acute respiratory syndrome coronavirus 2
SCORM: Shareable Content Object Reference Model
SMUR: Service Mobile d’Urgences et de Réanimation CHERRIES: Checklist for Reporting Results of Internet E-Surveys
CONSORT-EHEALTH: Consolidated Standards of Reporting Trials of Electronic and Mobile HEalth Applications
and onLine TeleHealth
COVID-19: coronavirus disease
E-learning: electronic learning
EMT: emergency medical technician
IPC: infection prevention and control
PPE: personal protective equipment
SARS-CoV-2: severe acute respiratory syndrome coronavirus 2
SCORM: Shareable Content Object Reference Model
SMUR: Service Mobile d’Urgences et de Réanimation Edited by G Eysenbach; submitted 13.06.20; peer-reviewed by C Miranda, H Schröder; comments to author 31.07.20; revised version
received 02.08.20; accepted 03.08.20; published 21.08.20 Please cite as:
Suppan L, Abbas M, Stuby L, Cottet P, Larribau R, Golay E, Iten A, Harbarth S, Gartner B, Suppan M
Effect of an E-Learning Module on Personal Protective Equipment Proficiency Among Prehospital Personnel: Web-Based Randomized
Controlled Trial
J Med Internet Res 2020;22(8):e21265
URL: http://www.jmir.org/2020/8/e21265/
doi: 10.2196/21265
PMID: 32747329 ©Laurent Suppan, Mohamed Abbas, Loric Stuby, Philippe Cottet, Robert Larribau, Eric Golay, Anne Iten, Stephan Harbarth,
Birgit Gartner, Mélanie Suppan. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 21.08.2020. 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 http://www.jmir.org/, as well as this copyright and license information must be
included. J Med Internet Res 2020 | vol. 22 | iss. 8 | e21265 | p. 12
(page number not for citation purposes) http://www.jmir.org/2020/8/e21265/ http://www.jmir.org/2020/8/e21265/ XSL•FO
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Modeling of the process of mechano activation of filler particles in polymer composites
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Umida Ziyamukhamedova1,2*, Hatice Evlen1,2, Jasurbek Nafasov1, Zilola Jalolova3, and
Elbek Turgunaliyev1,3, and Erkin Rakhmatov4 Umida Ziyamukhamedova1,2*, Hatice Evlen1,2, Jasurbek Nafasov1, Zilola Jalolova3, an
Elbek Turgunaliyev1,3, and Erkin Rakhmatov4 1Tashkent State Transport University, Tashkent, Uzbekistan
2Karabuk University, Turkey
3Andijan machine building institute, Andijan, Uzbekistan
4University of Economics and Education, Uzbekistan Abstract. The article presents the results of the study of the filler particles
activation mechanism in the production of composite polymeric materials
modified by mechanical activation. The studies were conducted in
simulated conditions of motion of filler particles taking into account the
trajectory of motion during milling in progressive-rotational activation
units using analytical expression of velocity distribution of each filler
particle in the composite material. © The Authors, published by EDP Sciences. This is an open access article distributed under the terms of the Creative
Commons Attribution License 4.0 (https://creativecommons.org/licenses/by/4.0/). *Corresponding author: z.umida1973@yandex.ru E3S Web of Conferences 401, 05027 (2023)
CONMECHYDRO - 2023 E3S Web of Conferences 401, 05027 (2023)
CONMECHYDRO - 2023 https://doi.org/10.1051/e3sconf/202340105027 1 Introduction Materials with improved mechanical and technological properties, both solid metal
materials [1-3] and plastic ones based on various polymers [4-6] and elastomers [7-9], used
in mechanical engineering cover more and more applications in practice in production
conditions. The development of materials science, especially related to composite materials
in many cases is based on the methods and conditions of their production, where one of the
most common and effective is mechanical and mechanochemical activation of the
components [10, 11]. Mechanochemistry is a science that develops on the edge of
chemistry and mechanics: it is also closely related to other fields of science and technology,
physics, especially solid-state physics, biophysics, physical chemistry, polymer technology,
chemistry and technology of inorganic substances, biochemistry, molecular biology, and
bionics [10]. Mechanochemistry, by selecting and processing certain facts and regularities
taken from all these fields of science, in turn puts forward its own regularities and
conclusions that contribute to the development and enrichment of the originating sciences. In the most general definition, mechanochemistry can be called a science that studies the
mutual transformations of mechanical and chemical energy occurring in bodies. But the
creation of a single, comprehensive representation that comprehensively reflects all aspects
of the mechanochemical process must be based on knowledge of the complex structure of
the object under study, which is determined by the number of levels of supramolecular
organization. The mechanochemical phenomenon includes two main components:
mechanochemical, which determines the transformation of mechanical energy into E3S Web of Conferences 401, 05027 (2023)
CONMECHYDRO - 2023 E3S Web of Conferences 401, 05027 (2023)
CONMECHYDRO - 2023 https://doi.org/10.1051/e3sconf/202340105027 chemical energy, and chemo mechanical, which represents the release of mechanical
energy, due to the course of chemical reactions [10]. From the above review, it follows that
mechanical activation is one of the main indicators of the effectiveness of the activation
process itself, so it is important to study the mechanism of the processes, depending on the
activity of the particles of the components involved in this process. chemical energy, and chemo mechanical, which represents the release of mechanical
energy, due to the course of chemical reactions [10]. From the above review, it follows that
mechanical activation is one of the main indicators of the effectiveness of the activation
process itself, so it is important to study the mechanism of the processes, depending on the
activity of the particles of the components involved in this process. 1 Introduction In practice, various varieties of installations providing fast and fine grinding of the
processed materials are widely used in production conditions [10]. Most often vibromills of
different types and designs are used, which differ mainly by technological and design
features. In accordance with technological features, they are subdivided according to the
type of grinding (dry grinding or wet) and the nature of work (batch or continuous). Structural features include the type of exciter (eccentric or unbalanced), the shape of the
mill body (cylindrical, rectangular), the type of its support, etc. A wide choice of mechanical activation units gives an opportunity to choose equipment
for modification of composite materials of various purposes, but in our opinion more
profound theoretical research of the process is required in order to increase the capabilities
of this modification method. In this connection an interest arose to study the mechanism of
particle motion during mechanical activation and its influence on the process itself. 2 Objects and methods of research At reception of a composite material, structural appointment the basic purpose of filling is
reception of the strengthened polymeric composite material, i.e. a material with the
improved complex of physical and mechanical properties. It is achieved both by
introduction of fibrous reinforcing fillers and fine-dispersed fillers. Dispersed fillers used to impart special wear properties to the material include minerals,
carbon black, graphite, metal powders, etc. Another group of disperse fillers, which are
increasingly being used nowadays, are modified materials in the form of disperse particles. Their chemical composition, which can be both simple elementary (AB) and
multicomponent (АnBmXp, Аm(BnXc)m-x(DiGf)m-y ) of complex structure with many strong
primary and weak secondary, such as hydrogen and Van Derwalas, plays important role in
choosing fillers. It should be noted that the above-mentioned set of compositions can
mainly fit minerals, which contain metal oxides and their complex structure associated
multicomponent. One of the representatives of minerals of complex structure with a multi-
component composition is kaolin, in addition, its production marks produced by enrichment
(AKF-78, 80, AKS-30, AKT-10), which was used in our studies in obtaining composite
polymeric materials. Both thermoplastics and reactoplastic polymers can be used as binders. But in the
process of reinforcement of any composite polymers with filling there is a change of
physical and mechanical properties mechat their limits in relation to amount and correlation
of heterogeneous components, which is the reason of considering the necessity of their
plasticization with organic and inorganic components in particular ecological and
accessible ones. The world petrochemical industry is one of the largest industries [12-15], which
produces olefin products, where as in any production enterprise annually generates more
than 109 thousand tons of waste products - pyrolysis condensate, which we used as a
carbon-containing plasticizer. To study the process of mechanical activation under laboratory conditions, the
installation “Rocker mill” was developed (Figure 1). 2 2 E3S Web of Conferences 401, 05027 (2023)
CONMECHYDRO - 2023 https://doi.org/10.1051/e3sconf/202340105027 Fig. 1. Schematic of a rocker mill: 1 - electric motor; 2 - connection sleeve; 3 - crank; 4 - stone; 5 -
beaker; 6 - rocker; 7 - mill body; 8 - grinding bodies. Fig. 1. Schematic of a rocker mill: 1 - electric motor; 2 - connection sleeve; 3 - crank; 4 - stone; 5 -
beaker; 6 - rocker; 7 - mill body; 8 - grinding bodies. 2 Objects and methods of research The principle of operation of the unit is as follows: the rotation of the crank causes the
vibrations of the beater, and the beater in turn provides torsional and onset motion of the
stone, where the mill body, loaded with grinding bodies and grinded material, is attached. The frequency of rotation of the shaft is from 1000 to 3000 rpm, the amplitude of vibration
of the mill body is 600 mm. The grinding bodies, receiving frequent impulses from the walls of the mill shell, make
complex movements. They bounce, collide and slide on the walls of the mill shell. As a
result of friction against the walls of the mill, they begin to rotate. The particles of the
ground material are subject to impact, compression and shearing forces of variable
magnitude. The impact impulse of a single grinding body in a rocker-type mill is relatively
large compared with the impact impulse in a rotating ball mill. 3 Results and their discussion To study the motion of composite polymeric materials, particles of kaolin filler with
pyrolysis containing carbon and residual paraffins in an oscillatory-rotational unit occurs
along a truncated cone trajectory. Each filler particle participates in structural changes
between solid dispersed and liquid polymer components. The filler particles in the process
of mechanocativation are activated by the volume of the particles depending on the
abrasion trajectory depending on the direction of movement depending on the trajectory of
the equipment container where the activation process takes place. In this regard, we set the task of modeling the dynamics of particle motion in the
process of mechanoactivation of heterocomposite materials. In the section of truncated cone
type, taking into account that the approximation of an arbitrary point of the truncated cone
is equal (Figure 2):
tg
r
r
z
)
(
0
(1) (1) But as we know from figure 1, the height of the truncated cone also has an expression of
the following form: 3 3 E3S Web of Conferences 401, 05027 (2023)
CONMECHYDRO - 2023
https://doi.org/10.1051/e3sconf/202340105027 E3S Web of Conferences 401, 05027 (2023)
CONMECHYDRO - 2023 https://doi.org/10.1051/e3sconf/202340105027
tg
r
r
H
)
(
0
1
(2)
tg
r
r
H
)
(
0
1
(2) (2) where,
1
0
r
r
. From where we obtain the coordinate for the driving filler particles in
hetero-composites: where,
1
0
r
r
. 3 Results and their discussion From where we obtain the coordinate for the driving filler particles in
hetero-composites: H
r
r
r
r
z
0
1
0
(3) (3) As is known from analytical geometry, the cross-sectional area of a truncated cone
S
S
S
,
,
0
is defined by the equations: 2
0
0
r
S
;
2
1
1
r
S
and
2
r
S
(4) 2
0
0
r
S
;
2
1
1
r
S
and
2
r
S
(4) Then the second flow rate of milling particles of heterocomposites in the beaker is
determined by the equations: Then the second flow rate of milling particles of heterocomposites in the beaker is
determined by the equations: H
r
V
S
Q
2
1
1
1
1
(5)
0
0
0
V
S
Q
(6)
and
V
S
Q
(7) H
r
V
S
Q
2
1
1
1
1
(5)
0
0
0
V
S
Q
(6) and
V
S
Q
(7) (7) If there is no inflow of particle mass of components from outside, the second flow rate
through the cross section will be constant [16] i.e. (1): If there is no inflow of particle mass of components from outside, the second flow rate
through the cross section will be constant [16] i.e. (1): const
SV
Q
(8) (8) In the rotational motion of the center of the section, there is a compression of the flow,
there is a change in density - the particles of the components of mechanoactivation. Fig. 2. Scheme of motion of filler particles of composite materials in the oscillatory-rotational
machine of mechanical activation Fig. 2. 3 Results and their discussion Scheme of motion of filler particles of composite materials in the oscillatory-rotational
machine of mechanical activation E3S Web of Conferences 401, 05027 (2023)
CONMECHYDRO - 2023
https://doi.org/10.1051/e3sconf/202340105027 ences 401, 05027 (2023)
https://doi.org/10.1051/e3sconf/202340105 nferences 401, 05027 (2023)
O - 2023
https://doi.org/10.1051/e3sconf/202340 E3S Web of Conferences 401, 05027 (2023)
CONMECHYDRO - 2023 https://doi.org/10.1051/e3sconf/202340105027 CONMECHYDRO - 2023 But from the mass conservation condition of the particle flux [17] we have: const
VS
Q
(9) (9) where -is the density of the particle at each arbitrary point of the inner part of the beaker
area of the mechanically activated unit. where -is the density of the particle at each arbitrary point of the inner part of the beaker
area of the mechanically activated unit. From the condition of non-breakable flow of filler particles of the components in
obtaining wear-resistant hetero-composites of the assumed continuous area we get the
equality:
0
VS
d
(10) (10) or in differential form: or in differential form: 0
V
dV
S
dS
dp
(11) (11) where p - is the pressure on the particles during the rotational motion of the beaker, and is
defined by the following formula: where p - is the pressure on the particles during the rotational motion of the beaker, and is
defined by the following formula: n
p
p
0
0
(12) (12) 0
p and
0
— pressure and density of the particle of wear-resistant hetero-composites , in
the position of equilibrium; n - polytropy index; 0
p and
0
— pressure and density of the particle of wear-resistant hetero-composites , in
the position of equilibrium; n - polytropy index; In a polytropic process, the flow of a filler particle of composite materials is modeled as
an ideal medium. 3 Results and their discussion Then, in the absence of vortexing, we obtain expressions for pressure,
density and temperature from the Bernoulli integral as 1
2
1
2
0
0 1
V
V
p
p
(13)
2
1
2
0
0 1
V
V
(14) 1
2
1
2
0
0 1
V
V
p
p
(13)
2
1
2
0
0 1
V
V
(14)
and
2
1
2
0
0 1
V
V
T
T
(15)
where
1
1
n
(16) (13) (14) and and (15) where (16) E3S Web of Conferences 401, 05027 (2023)
CONMECHYDRO - 2023
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CONMECHYDRO - 2023 https://doi.org/10.1051/e3sconf/202340105027 2
max
2
1
0
V
V
(17)
1
1
2
2
1
0
n
n
a
V
(18) (18) (18) Vmax- maximum flow velocity of inseparably bonded particles of hetero-composites. Vmax- maximum flow velocity of inseparably bonded particles of hetero-composites. F
li
(5) f
h
h
i
id
h
i
b
k
f
i l fl
d
i Vmax- maximum flow velocity of inseparably bonded particles of hetero-composites. From equality (5) for the change inside the activator beaker of particle flux density o
i
l
i
i l
h Vmax- maximum flow velocity of inseparably bonded particles of hetero-composites. 3 Results and their discussion From equality (5) for the change inside the activator beaker of particle flux density of
composite polymeric materials we have: y
p
y
p
p
From equality (5) for the change inside the activator beaker of particle flux density of
composite polymeric materials we have:
0
0
2
1
2
0
0
0
1
1
1
V
V
(19) (19) The pattern of relative changes in the density of hetero-composite materials particles in
a rotating beaker follows from the following: The pattern of relative changes in the density of hetero-composite materials particles in
a rotating beaker follows from the following:
0
2
1
2
0
0
1
1
1
V
V
. (20) From equality (4) we find
1
1
1
V
S
SV
and given the last equations we get: From equality (4) we find
1
1
1
V
S
SV
and given the last equations we get:
0
2
1
2
0
0
1
1
1
1
V
V
V
S
SV
. (21) smallness of
1
2
1
2
0 V
V
the friction of the particles of the components of Given the smallness of
1
2
1
2
0 V
V
the friction of the particles of the components of Given the smallness of
1
2
1
0 V
V
the friction of the particles of the components of
composite materials, the last equality can be written in the form: composite materials, the last equality can be written in the form: composite materials, the last equality can be written in the form: composite materials, the last equality can be written in the form:
1
1
2
1
2
0
1
1
V
V
S
S
V
V
. (22) (22) Then we obtain a quadratic equation for the particle velocity distribution of hetero-
composites. 3 Results and their discussion As a ratio of particle velocity: 0
1
1
2
1
2
0
2
1
2
V
V
r
r
V
V
(23) (23) 6 E3S Web of Conferences 401, 05027 (2023)
CONMECHYDRO - 2023
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CONMECHYDRO - 2023 E3S Web of Conferences 401, 05027 (2023)
CONMECHYDRO - 2023 https://doi.org/10.1051/e3sconf/202340105027 From there we get the expression for the flow velocity distribution of wear-resistant
hetero-composites:
0
2
1
2
0
2
1
1
2
1
4
r
r
r
r
V
V
(25) (25) or or 4
1
4
0
2
1
2
1
4
2
r
r
r
r
V
V
(26) (26) Knowing the incompressibility of the particle flow of the activated filler when using the
process of mechanical activation in obtaining composite materials with improved physical
and mechanical properties, we can write that the tangential stress of the particle flow
1
0
and the velocity distribution we get: 2
2
1
1 r
r
V
V
(27) 2
2
1
1 r
r
V
V
(27) (27) Thus, the distribution of the velocity of filler particles during mechanical activation to
obtain composite materials in the progressively rotating motion of the installation at each
point of the medium, provided that there is no gravity is obtained:
z
r
r
r
r
V
V
0
1
2
0
2
1
1
ˆ
ˆ
ˆ
. (28)
z
r
r
r
r
V
V
0
1
2
0
2
1
1
ˆ
ˆ
ˆ
. (28) (28) As we mentioned above, one of the most common methods of modification is the
mechanochemical method, which is increasingly used in studies of interstructural
phenomena at the phase boundary [10, 17-20]. In order to study the effect of
mechanoactivation as one of the methods of physical modification of mineral filler, we
conducted structural studies of AKT-10 filler together with soot-containing waste after
mechanoactivation. 4 Conclusions Analyses made by formula (28) show that the particle velocity distribution of hetero-
composites of the inclined wall of the truncated cone inside the beaker decreases,
depending on the angle of inclination. Progressive - rotational motion of each particle of hetero-composite materials moves
with a variable radius, under the action of gravity and the intensity of the flow. The optimal duration of time for mechanochemical processing in vibro-planetary
mechanisms for materials that are planned to be included as fillers in polymer composite
materials is 30-35 minutes. Since during this time the dispersed fillers have enough charge
to form interstructural bonds, increasing the duration of time can be considered
uneconomical. In the process of mechanical activation of fillers, increasing the frequency of rotations
of the electric motor shaft from 1000 revolutions per minute does not significantly affect
the tensile strength of the obtained material. 3 Results and their discussion When the filler is mechanochemically treated at four different values of the rotation
frequency of the vibro-planetary mechanism electrode, n1=750 rev/min, n2=1000 rev/min,
n3=1500 rev/min, n4=3000 rev/min, different rotation frequencies values, we can see the
graph of the dependence of the tensile strength on the time of mechanoactivation from
Figure 3. 7 E3S Web of Conferences 401, 05027 (2023)
CONMECHYDRO - 2023 https://doi.org/10.1051/e3sconf/202340105027 CONMECHYDRO - 2023 Fig. 3. Graph of dependence of extensor stiffness on mechanoactivation time at different values of
rotation frequency Fig. 3. Graph of dependence of extensor stiffness on mechanoactivation time at different values of
rotation frequency Fig. 3. Graph of dependence of extensor stiffness on mechanoactivation time at different values of
rotation frequency As can be seen from the graph, the optimum value of the mechanochemical processing
time of dispersed mineral materials, which are included as fillers in polymer composite
materials, is 30-35 minutes. For more than this time, the effect of mechanochemically
treated materials on the mechanical properties of the obtained polymer composite material
has not changed significantly. When the number of rotations of the mechanoactivator
electrode reaches 1000 times per minute, the degree of dispersion of processed fillers has a
certain value. We can see that the degree of dispersion of the processed material remains
almost unchanged at further values of the rotation frequency (Figure 4). a
b
c
d
Fig. 4. Gemini 500 (FE-SEM) Scanning Electron Microscope Analysis of Mechanically Activated
Fillers at Different Times, ×30.00 К
а) t1= 5 min; b) t2= 15 min; с) t3= 30 min; d) t4= 50 min a b b a c d d c Fig. 4. Gemini 500 (FE-SEM) Scanning Electron Microscope Analysis of Mechanically Activated
Fillers at Different Times, ×30.00 К
а) t1= 5 min; b) t2= 15 min; с) t3= 30 min; d) t4= 50 min 8 E3S Web of Conferences 401, 05027 (2023)
CONMECHYDRO - 2023 E3S Web of Conferences 401, 05027 (2023)
CONMECHYDRO - 2023 https://doi.org/10.1051/e3sconf/202340105027 Microscopic analysis shows that the materials used as fillers form active surfaces during
mechanochemical processing in grinders when certain values of time are reached. If the
processing process is continued, the increase in the density of the processed filler particles
due to the joining and formation of agglomerates leads to a decrease in the interstructural
connection of the fillers with the polymer (Figure 4-d). References 1. Otabek Toirov and Nodirjon Tursunov, “Development of production technology of
rolling stock cast parts”, E3S Web of Conferences 264, 05013 (2021). https://doi.org/10.1051/e3sconf/202126405013. 1. Otabek Toirov and Nodirjon Tursunov, “Development of production technology of
rolling stock cast parts”, E3S Web of Conferences 264, 05013 (2021). https://doi.org/10.1051/e3sconf/202126405013. 2. Otabek Toirov, Nodirjon Tursunov, Shavkat Alimukhamedov, and Lochinbek
Kuchkorov, “Improvement of the out-of-furnace steel treatment technology for
improving its mechanical properties”, E3S Web of Conferences 365, 05002 (2023). https://doi.org/10.1051/e3sconf/202336505002. 2. Otabek Toirov, Nodirjon Tursunov, Shavkat Alimukhamedov, and Lochinbek
Kuchkorov, “Improvement of the out-of-furnace steel treatment technology for
improving its mechanical properties”, E3S Web of Conferences 365, 05002 (2023). https://doi.org/10.1051/e3sconf/202336505002. 3. Lochinbek Kuchkorov, Shavkat Alimukhamedov, Nodirjon Tursunov, and Otabek
Toirov, “Effect of different additives on the physical and mechanical properties of
liquid-glass core mixtures”, E3S Web of Conferences 365, 05009 (2023). https://doi.org/10.1051/e3sconf/202336505009. 3. Lochinbek Kuchkorov, Shavkat Alimukhamedov, Nodirjon Tursunov, and Otabek
Toirov, “Effect of different additives on the physical and mechanical properties of
liquid-glass core mixtures”, E3S Web of Conferences 365, 05009 (2023). https://doi.org/10.1051/e3sconf/202336505009. 4. Ziyamukhamedova, U., Rakhmatov, E., & Nafasov, J. (2021, April). Optimization of
the composition and properties of heterocomposite materials for coatings obtained by
the activation-heliotechnological method. In Journal of Physics: Conference
Series (Vol. 1889, No. 2, p. 022056). IOP Publishing. 4. Ziyamukhamedova, U., Rakhmatov, E., & Nafasov, J. (2021, April). Optimization of
the composition and properties of heterocomposite materials for coatings obtained by
the activation-heliotechnological method. In Journal of Physics: Conference
Series (Vol. 1889, No. 2, p. 022056). IOP Publishing. 5. Ziyamukhamedova, U., Djumabaev, A., Urinov, B., & Almatayev, T. (2021). Features
of structural adaptability of polymer composite coatings. In E3S Web of
Conferences (Vol. 264, p. 05011). EDP Sciences. 5. Ziyamukhamedova, U., Djumabaev, A., Urinov, B., & Almatayev, T. (2021). Features
of structural adaptability of polymer composite coatings. In E3S Web of
Conferences (Vol. 264, p. 05011). EDP Sciences. 6. Ziyamukhamedova, U. A., Almataev, T. O., Dzhumabaev, A. B., & Bakirov, L. Y. (2022, June). Improvement of methods and means of testing non-conventional
tribosystems. In AIP Conference Proceedings (Vol. 2432, No. 1, p. 030031). AIP
Publishing LLC. 7. Teshabayeva, E., Ibadullayev, A., Chorshanbiyev, U., & Vapayev, M. (2022, June). Modification of composite elastomeric materials for polyfunctional purposes. In AIP
Conference Proceedings (Vol. 2432, No. 1, p. 030082). AIP Publishing LLC. 9 E3S Web of Conferences 401, 05027 (2023)
CONMECHYDRO - 2023 https://doi.org/10.1051/e3sconf/202340105027 8. References Ibadullaev, A., Teshabayeva, E., Kakharov, B., & Babaev, A. (2022, June). Elastomeric materials based on new ingredients. In AIP Conference Proceedings (Vol. 2432, No. 1, p. 030021). AIP Publishing LLC. 9. Ibadullaev, A., Nigmatova, D., & Teshabaeva, E. (2021, July). Radiation Resistance of
Filled Elastomer Compositions. In IOP Conference Series: Earth and Environmental
Science (Vol. 808, No. 1, p. 012043). IOP Publishing. 10. U. Ziyamukhamedova, N. Tursunov, G. Miradullaeva, J. Nafasov, “Effects of
mechanochemical activation on the morphology of polymer fillers”, Safety issues in
transport, Gomel, November 24-25, 2022., p. 29-30. 11. Jean-Louis Do and Tomislav F. Mechanochemistry: A Force of Synthesis. ACS Cent. Sci. 2017, 3, 1, 13–19. 12. Miradullaeva, G., Rakhmatov, E., Bozorov, O., Ziyamukhamedova, U., & Shodiev, B. (2021). Mathematical modeling of rheological properties during structure formation of
heterocomposite potting materials and coatings and their application. In International
Scientific Conference on Energy, Environmental and Construction Engineering (pp. 346-355). Springer, Cham. 13. Official site of JV Uz-Kor Gas Chemical. - Access mode: https://www.uz-
kor.com/index.php/ru/ 14. Gaibullaev, S. A., & Tursunov, B. Zh. (2020). Pyrocondensate is the most important
raw material for chemical synthesis. Universum: Engineering Sciences, (6-2(75)), 84-
86. 15. Isakulova, M. Sh. (2022). Technology of processing tar product raw materials. Central
Asian Research Journal for Interdisciplinary Studies (CARJIS), 2(3), 260-267. 16. Khudaykulov S.I., Tursunkhojaev P.M., Ravshanov S.S., Normatov A.M. "Modeling
of grain particles motion in the chambers of denuding drum. Materials of the
international scientific-technical conference "Applied mathematics, mechanics of
liquid, gas and plasma" Samarkand. 27-30 June 2007. pp. 121-124. 17. Medvedev, A. S., Korshunov, B. G., & Khavskii, N. N. (1995). Physical intensification
methods for mineral raw materials leaching. Mineral Processing and Extractive
Metallurgy Review, 15(1-4), 48-49. 18. Sokolova, M. D., Davydova, M. L., & Shadrinov, N. V. (2018). The modification of
surface of dispersed fillers for their application in polymer–elastomer composites. Protection of metals and physical chemistry of surfaces, 54, 845-852. 19. Nurmetov, K., Riskulov, A., & Ikromov, A. (2022, August). Physicochemical aspects
of polymer composites technology with activated modifiers. In AIP Conference
Proceedings (Vol. 2656, No. 1, p. 020011). AIP Publishing LLC. 20. Nurmetov, K., Riskulov, A., Azimov, S., & Kuchkorov, L. (2022, June). Structures of
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Proceedings (Vol. 2432, No. 1, p. 030059). AIP Publishing LLC. DOI:
10.1063/5.0089888. 10
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https://openalex.org/W2973434654
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https://hal-normandie-univ.archives-ouvertes.fr/hal-02346582/document
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English
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VCAM-1 targeted alpha-particle therapy for early brain metastases
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Neuro-oncology
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cc-by
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To cite this version: Aurélien Corroyer-Dulmont, Samuel Valable, Nadia Falzone, Anne-Marie Frelin-Labalme, Ole Tietz,
et al.. VCAM-1 Targeted Alpha-Particle Therapy for Early Brain Metastases. Neuro-Oncology, 2020,
22 (3), pp.357-368. 10.1093/neuonc/noz169. hal-02346582 VCAM-1 Targeted Alpha-Particle Therapy for Early
Brain Metastases
Aurélien Corroyer-Dulmont, Samuel Valable, Nadia Falzone, Anne-Marie
Frelin-Labalme, Ole Tietz, Jérôme Toutain, Manuel Sarmiento Soto, Didier
Divoux, Laurent Chazalviel, Elodie A. Pérès, et al.
To cite this version:
Aurélien Corroyer-Dulmont, Samuel Valable, Nadia Falzone, Anne-Marie Frelin-Labalme, Ole Tietz,
et al.. VCAM-1 Targeted Alpha-Particle Therapy for Early Brain Metastases. Neuro-Oncology, 2020,
22 (3), pp.357-368. 10.1093/neuonc/noz169. hal-02346582 Aurélien Corroyer-Dulmont, Samuel Valable, Nadia Falzone, Anne-Marie
Frelin-Labalme, Ole Tietz, Jérôme Toutain, Manuel Sarmiento Soto, Didier
Divoux, Laurent Chazalviel, Elodie A. Pérès, et al. Neuro-Oncology 22(3), 357–368, 2020 | doi:10.1093/neuonc/noz169 | Advance Access date 20 September 2019 HAL Id: hal-02346582
https://normandie-univ.hal.science/hal-02346582v1
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teaching and research institutions in France or
abroad, or from public or private research centers. VCAM-1 targeted alpha-particle therapy for early brain
metastases Aurélien Corroyer-Dulmont, Samuel Valable, Nadia Falzone, Anne-Marie Frelin-Labalme,
Ole Tietz, Jérôme Toutain, Manuel Sarmiento Soto, Didier Divoux, Laurent Chazalviel,
Elodie A. Pérès, Nicola R. Sibson,# Katherine A. Vallis,# and Myriam Bernaudin# Downloaded from https://academic.oup.com/neuro-oncology/article/22/3/357/5571872 by guest on 08 December 2020 Normandie University, UNICAEN, CEA, CNRS, ISTCT/CERVOxy group, GIP CYCERON, Caen, France (A.C-D., S.V.,
J.T., D.D., L.C., E.A.P., M.B.); Grand National Heavy Ion Accelerator, Caen, France (A-M.F-L.); Cancer Research UK and
Medical Research Council, Oxford Institute for Radiation Oncology, Department of Oncology, University of Oxford,
Oxford, UK (A.C-D., N.F., O.T., M.S.S., N.R.S., K.A.V.) Normandie University, UNICAEN, CEA, CNRS, ISTCT/CERVOxy group, GIP CYCERON, Caen, France (A.C-D., S.V.,
J.T., D.D., L.C., E.A.P., M.B.); Grand National Heavy Ion Accelerator, Caen, France (A-M.F-L.); Cancer Research UK and
Medical Research Council, Oxford Institute for Radiation Oncology, Department of Oncology, University of Oxford,
Oxford, UK (A.C-D., N.F., O.T., M.S.S., N.R.S., K.A.V.) #Authors contributed equally to this work. #Authors contributed equally to this work. Corresponding Author: Dr Aurélien Corroyer-Dulmont, Unité ISTCT, GIP Cyceron, Bd H Becquerel, BP 5229, 14074 Caen Cedex
(corroyer@cyceron.fr). Corresponding Author: Dr Aurélien Corroyer-Dulmont, Unité ISTCT, GIP Cyceron, Bd H Becquerel, BP 5229, 14074 Caen Cedex
(corroyer@cyceron.fr). Abstract Background. Brain metastases (BM) develop frequently in patients with breast cancer. Despite the use of external
beam radiotherapy (EBRT), the average overall survival is short (6 months from diagnosis). The therapeutic chal-
lenge is to deliver molecularly targeted therapy at an early stage when relatively few metastatic tumor cells have
invaded the brain. Vascular cell adhesion molecule 1 (VCAM-1), overexpressed by nearby endothelial cells during
the early stages of BM development, is a promising target. The aim of this study was to investigate the thera-
peutic value of targeted alpha-particle radiotherapy, combining lead-212 (212Pb) with an anti–VCAM-1 antibody
(212Pb-αVCAM-1). Methods. Human breast carcinoma cells that metastasize to the brain, MDA-231-Br-GFP, were injected into the left
cardiac ventricle of nude mice. Twenty-one days after injection, 212Pb-αVCAM-1 uptake in early BM was determined
in a biodistribution study and systemic/brain toxicity was evaluated. Therapeutic efficacy was assessed using MR
imaging and histology. Overall survival after 212Pb-αVCAM-1 treatment was compared with that observed after
standard EBRT. Results. 212Pb-αVCAM-1 was taken up into early BM with a tumor/healthy brain dose deposition ratio of 6 (5.52e108
and 0.92e108) disintegrations per gram of BM and healthy tissue, respectively. MRI analyses showed a statisti-
cally significant reduction in metastatic burden after 212Pb-αVCAM-1 treatment compared with EBRT (P < 0.001),
translating to an increase in overall survival of 29% at 40 days post prescription (P < 0.01). No major toxicity was
observed. Conclusions. The present investigation demonstrates that 212Pb-αVCAM-1 specifically accumulates at sites of early
BM causing tumor growth inhibition. Importance of the Study treatment against tumor cells, while minimizing
healthy brain tissue damage owing to the short range
of the alpha-particles. As we previously showed that
VCAM-1 is expressed in endothelial cells adjacent to
early BM in patients, our new targeted alpha-particle
therapy has the potential for clinical translation. In
addition, we have recently developed a fully human-
ized anti-human VCAM-1 antibody to facilitate clinical
trials of this strategy. Taken together, our results pre-
sented here indicate that radio-immunotherapy with
VCAM-1 is an interesting new approach to the treat-
ment of BM. Brain metastases remain a significant challenge de-
spite the many advances in the treatment of meta-
static breast cancer. Current available treatments of
BM originating from primary breast cancer are inef-
fective in a significant proportion of patients, because
of the late stage detection. VCAM-1, in preclinical and
clinical settings, has been found to be overexpressed
by endothelial cells during the early stages of BM
development, representing a promising therapeutic
target. We report that labeling anti–VCAM-1 anti-
bodies with an alpha-emitting radionuclide, 212Pb
(212Pb-αVCAM-1), provides a precisely targeted shown that VCAM-1 can be used to detect BM very early
by targeting an MRI-detectable contrast agent to this ad-
hesion molecule.6,8 We now propose that this target could
be used to direct therapy specifically to the site of brain
micrometastases. Targeted radionuclide therapy, in which
a radiotherapeutic agent is selectively delivered to tumor
cells, is an area of active research.9 The recent introduc-
tion of a novel bone-seeking alpha-emitter, 223Ra (Xofigo),
for the treatment of metastatic prostate cancer has high-
lighted this class of radionuclides as an effective treatment
for disseminated disease.10 Alpha emitters used for tar-
geted alpha therapy (TAT) emit high energy alpha-particles
(between 5 and 8 MeV) with associated linear energy
transfer of 50–230 keV/µm to targeted cancer cells over a
short range of several cell diameters (40–80 µm). For this
reason, TAT has been proposed as a treatment for meta-
static tumors.11 The local control of many types of primary cancer has im-
proved with oncological advances in recent years, but in
some cases, prolongation of survival has been associated
with the eventual emergence of brain metastases (BM). Importance of the Study The
availability of sensitive methods of brain imaging has also
contributed to the increasingly frequent diagnosis of BM.1
Breast cancer, the most common malignancy in women in
developed countries, carries an approximately 20% risk of
BM, and the incidence is even higher in women with human
epidermal growth factor receptor 2–positive disease.2 Even
in cases where control of the primary cancer has favorable
impact on overall survival (OS), a significant proportion
of patients die as a result of BM,3 and the presence of BM
is a poor prognostic factor, with an average OS of about
6 months.1 In the case of multiple BM, treatment consists
mainly of external radiation therapy and/or, in a minority
of cases, surgery. The radiotherapy protocol used depends
on multiple parameters, such as KPS, molecular features,
and the number and volume of tumors and consists of ei-
ther whole-brain radiotherapy (WBRT) or image-guided
stereotactic radiosurgery.4 However, despite the limited
therapeutic effect (an increase in OS of 2‒4 mo), both radio-
therapy protocols may induce cognitive deterioration in the
case of multiple BM.5 Increasing the dose of external radio-
therapy in an effort to improve tumor control is therefore not
currently possible. The second reason for the low OS is that
BM tend to present late when tumors are well established. This reflects the fact that during the early micrometastatic
stages of development, the blood–brain barrier (BBB) re-
mains intact, thus preventing detection of BM with con-
ventional passive contrast (gadolinium) enhanced MRI. However, treatment during the earlier stages of develop-
ment is likely to confer a much greater therapeutic benefit
than in the later highly aggressive stages. The pressing ther-
apeutic challenge for BM, therefore, is the need to treat (i)
at an early stage when relatively few metastatic tumor cells
have invaded the brain parenchyma, and (ii) in a molecularly
targeted manner to avoid healthy brain toxicity. In a previous in silico dosimetric modeling study, we
found that lead-212 (212Pb), a novel alpha-particle emitting
radionuclide proposed for theranostic applications, when
combined with an antibody against VCAM-1 would be
suitable for the treatment of early BM.12 It was found that
during the early micrometastatic stages of a breast cancer
BM model, tumor cells grew co-optively around blood
vessels with a maximum penetration depth of ≤47.8 μm
from VCAM-1 expressing at 21 days after intracardiac
injection of human breast carcinoma cells (MDA231BR-
GFP). Key Point Key Point © The Author(s) 2019. Published by Oxford University Press on behalf of the Society for Neuro-Oncology. © The Author(s) 2019. Published by Oxford University Press on behalf of the Society for Neuro-Oncology. 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. 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 medi p
(
p //
ativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium,
vided the original work is properly cited. Corroyer-Dulmont et al. Targeted α-particle therapy for brain metastases 358 358 Autoradiography An image phosphor plate was exposed for 23 h to
brain sections (prepared from samples as part of the
biodistribution study) and analyzed using a Cyclone
Storage Phosphor System (Perkin Elmer). The phosphor
plate was calibrated by exposure to different amounts of
212Pb (1 Bq, 2 Bq, 4 Bq, 10 Bq) for 23 h, thus allowing image
intensity to be related to the amount of radioactivity in bec-
querels. After autoradiography, VCAM-1 immunostaining
was performed on the brain sections. Co-registration
of autoradiography images and VCAM-1 staining using
PMOD software allowed evaluation of 212Pb-αVCAM-1 and
212Pb-IgG uptake in healthy brain tissue and VCAM-1 posi-
tive BM at 2, 4, 8, and 24 h post-injection (p.i.). Therapy Study To evaluate the therapeutic potential of 212Pb-αVCAM-1, five
groups of mice were used. A control group consisted of an-
imals with BM that did not receive treatment. The 212Pb-IgG
and 208Pb-αVCAM-1 groups were animals with BM and
were included for comparison to 212Pb-αVCAM-1 (208Pb is
a nonradioactive isotope of 212Pb). Lastly, 212Pb-αVCAM-1
was compared with WBRT. Immunohistochemistry was
performed to evaluate damage to DNA double-strand
breaks (DSB; γH2AX) 4 h after treatment. The effect of treat-
ment on tumor cell proliferation and vascularization was
characterized 3 days after treatment by Ki67 and CD31
immunostaining. Animals were then followed periodically
by MRI to evaluate the number and volume of BM and OS. Magnetic Resonance Imaging Importance of the Study Monte Carlo simulation of radiation dose deposi-
tion showed that 212Pb-labeled anti–VCAM-1 antibodies
would provide a therapeutic dose to tumor cells adjacent
to blood vessels, without the need for antibodies to cross
the BBB. The aim of the current study, therefore, was to deter-
mine whether VCAM-1 targeted 212Pb (212Pb-αVCAM-1)
can prevent or delay the development of early BM. To achieve this aim, 3 substudies were performed: (i) a
biodistribution study to assess the specificity and the
dosimetry of the therapeutic approach; (ii) a therapeutic
efficacy study for 212Pb-αVCAM-1 in BM, including com-
parison to external beam radiotherapy (EBRT), as WBRT
is the current treatment of choice for multiple BM; and
(iii) a study to determine systemic and brain toxicity of
212Pb-αVCAM-1. We have previously shown that vascular cell adhesion
molecule 1 (VCAM-1) is upregulated on the surface of en-
dothelial cells (in the vessel lumen) during seeding of met-
astatic cells to the brain and during the micrometastatic
stages of development within the brain.6,7 We have also Corroyer-Dulmont et al. Targeted α-particle therapy for brain metastases Neuro-
Oncology where A0 is the maximum activity, λr and λd the rise and
decay constants of the activity in the organ, and t the time. The cumulated activity A was then calculated by inte-
grating At between 0 and 24 h. Materials and Methods Cell Culture We used the human breast carcinoma cell line that pref-
erentially metastasizes to the brain, MDA-231-Br (kindly
provided by Dr Patricia S. Steeg of the National Cancer
Institute).6,7 Cells were grown in Dulbecco's modified
Eagle's medium (Sigma-Aldrich) with 1 g/L of glucose sup-
plemented with 2 mM glutamine (Gibco), 10% fetal calf
serum (Eurobio), and 1 mg/mL penicillin/streptomycin
(Sigma) at 37°C. Biodistribution Study All MRI procedures were performed as previously de-
scribed.13 The diffusion parameters were obtained from
diffusion-weighted spin-echo planar images (6 diffusion
directions, with 6 b values: 200, 500, 750, 1000, 1500, and
2000 s/mm2 and 2 reference images; b≈0s/mm2). Twenty-one days after intracardiac injection of MDA-
231-Br cells, either 212Pb-αVCAM-1 (1 MBq; antibody mass,
27.03 µg; injectate volume, 100 µL) or an equivalent amount
of 212Pb–immunoglobulin G (IgG) was administered intra-
venously to BM-bearing animals or to control animals that
had not received intracardiac MDA-231-Br cells. Animals
were euthanized 2, 4, 8, 24, and 72 h after 212Pb-αVCAM-1
injection and 4 h after 212Pb-IgG, and 100 µL of blood was
collected. Animals were then perfused with saline so-
lution and organs removed to evaluate radioactivity
biodistribution. The organs analyzed were brain, liver, kid-
neys, lungs, spleen, heart, bone, and muscle. Whole brain
cryosections of 20 µm thickness were prepared for auto-
radiography. In this study, 4 animals were used for each
time point for the 2 radio-immunoconjugates. Activity was
measured for the various organs (including brain sections)
at different times: 2, 4, 8, and 24 h. These measurements
were fitted by Mouse Brain Metastasis Model All animal investigations were performed under the cur-
rent European directive (2010/63/EU). This study was
undertaken with the permission of the regional committee
on animal ethics (C2EA-54) and the French Ministry of
Higher Education, Research, and Innovation (project
#10083). Naval Medical Research Institute nu/nu mice
(25 g, 8 wk old, female; Janvier Labs) were maintained in
specific pathogen-free housing and were fed γ-irradiated
laboratory food and water ad libitum (ONCOModels). Procedures were performed on mice under general anes-
thesia (5% isoflurane for induction, 2% for maintenance in
70%-N2O/30%-O2). Body temperature was monitored and
maintained at 37.5 ± 0.5°C throughout the experiments. For
the BM model, mice were placed in the supine position and
1.75e105 cells in 100 µL of phosphate buffered saline (PBS)–
glutamine 2 mM were injected into the left ventricle of
the heart guided by ultrasound imaging (CX50, MSI-FAS). Animals were then followed periodically by MRI (7T-MRI
Bruker, Cyceron imaging platform) over a 16-day period
to follow BM development. Animals were then assigned to
biodistribution, therapy, or toxicity substudies. Survival Study Following treatment, mice were followed in a survival
study. Prior to the initiation of the study, we defined
40 days as an arbitrary endpoint for OS outcome based on
previous studies17 or when maximum tumor burden was
reached. Toxicity Study To evaluate the radiotoxicity of 212Pb-αVCAM-1 on brain
microstructure, diffusion MRI was used. FA, MD, AD, and
RD were quantified to characterize the white matter organ-
ization and are predicted to be impacted by radiotoxicity. Moreover, cellularity was evaluated with ADC and kur-
tosis, two standard non-Gaussian diffusion parameters,
which would be expected to increase and decrease, re-
spectively, in the case of radiotoxicity in normal brain.19 All
diffusion parameters were evaluated in whole brain region
of interest. Submandibular blood collection was used for
platelet and white blood cell counts at 24 h prior and at
various times after radio-immunoconjugate injection. Counting was performed manually after standard blood
smear hematoxylin and eosin staining. At the end of the
study, animals were euthanized and blood was harvested
for transaminase assays. Throughout the study, the weight
of animals was measured as an indicator of global toxicity. External Beam Radiation Therapy WBRT treatment was performed using an Xrad-225Cx ir-
radiator (PXi, Cyceron platform) (225 kV X-rays; 3.3 Gy/
min). A cone beam CT image was acquired for anatom-
ical delineation. Treatment planning was performed using
SmART-Plan software (Maastro Clinic), with segmentation,
targeting, and planning performed using the cone beam
CT image. Animals received WBRT to a total dose of 12
Gy delivered in 3 fractions of 4 Gy on 3 consecutive days,
using a 10 mm collimator. Clonogenic Assay For X-ray treatment, an Xrad-225Cx irradiator was used
(dose rate: 1.96 Gy/min; PXi, Cyceron platform). Tumor
cells were plated in 6-well plates (750 cells/well), exposed
to X-rays (0, 2, 4, 6, or 8 Gy) 2 h after cell seeding and in-
cubated for 12 days. For TAT, the same number of cells was
plated, and after 4 h exposed to 212Pb (0, 5, 10, 20, 30, or 50
kBq). Culture medium was replaced by fresh medium and
cells were incubated for 12 days to allow colony forma-
tion. Colonies were stained with 2% crystal violet (Sigma-
Aldrich) diluted in 20% ethanol. Colonies were counted
manually. Four biological repeats of clonogenic assays
were performed with, for each experiment, 3 wells per ra-
diation dose. SF2 (survival fraction at 2Gy) and D50 (dose
corresponding for SF = 50%) were obtained from the sur-
vival curves and used to compare radiosensitivity between
X-rays and TAT. In vitro irradiations were modeled using
Monte Carlo simulations performed with GATE.18 Targeted Alpha-Particle Therapy with
212Pb-αVCAM-1 Targeted Alpha-Particle Therapy with
212Pb-αVCAM-1 All reagents were obtained from Sigma-Aldrich, unless
otherwise stated. 212Pb(NO3)2 (Orano Med) was conjugated
to VCAM-1 antibody (clone: M/K; Merck Millipore) using a
protocol based on previous publications.15 Briefly, metal
chelator TCMC (Macrocyclics) was conjugated in 15-fold
molar excess with VCAM-1 antibody using thiocyanate
(SCN) chemistry resulting in a ligand to antibody ratio
of 2 as determined by an Arsenzo III spectrophotometric
assay. One milligram of TCMC-αVCAM-1 was then incu-
bated with 37 MBq of 212Pb(NO3)2 at 37°C in 0.15 M NH4OAc
buffer for 30 min. Radiochemical purity was determined to
be 93.5% using instant thin layer chromatography (iTLC) in
0.1 M EDTA buffer (pH 8.4). Radio-immunoconjugate was
diluted in PBS before injection into animals. The tail vein
intravenous injected dose was 1 MBq per mouse, similar
to a previous report.15 The above procedure was used for
the radioconjugation of 212Pb-TCMC-IgG and 208Pb-TCMC-
αVCAM-1. To assess the integrity of 212Pb-TCMC-VCAM-1,
plasma was harvested at 2, 4, 8, 24, and 72 hours p.i. and
the iTLC method was used to assess the ratio of conju-
gated to unconjugated 212Pb. Image Processing and Analyses BM were delineated manually on all adjacent T2-weighted
slices. BM volume was calculated by multiplication of the
sum of contiguous tumor surface areas by the slice thick-
ness. Enumeration of BM was done manually using MR
images. Diffusion parameters including fractional anisot-
ropy (FA) and apparent diffusion coefficient (ADC) were
obtained from maps generated using Paravision software. Mean diffusivity (MD), axial diffusivity (AD), and radial
diffusivity (RD) maps were calculated from eigenvalues
with MD = (λ1 + λ2 + λ3)/3, AD = λ1, and RD = (λ2 + λ3)/214. Kurtosis was estimated by fitting the signal obtained at all
b values according to the non-Gaussian diffusion model as A (t) = A0 · 1 −e−r·t · ed·t
A (t) = A0 · 1 −e−r·t · ed·t
(1) Corroyer-Dulmont et al. Targeted α-particle therapy for brain metastases 360 examined at 20x magnification for VCAM-1 and at 40x for
Ki67, γH2AX, CD31, PDGFRβ, CD68, and GFAP using a Leica
DMi8 microscope. BM were identified by Hoechst 33342
counterstaining and through green fluorescent protein ex-
pression of MDA-231-Br cells. Whole brain images were
obtained using Metavue software. For quantification of
VCAM-1, CD31, γH2AX, and Ki67, three slices per animal
were used and vessels, foci, and nuclei were automati-
cally counted (ImageJ). Quantitative results of γH2AX and
Ki67 staining are expressed as the percentage area of bio-
marker expression relative to the total tumor area. Vessel
diameter was quantified as previously described.16 follows, assuming signal levels remain high compared with
background noise: S(b) = S0.exp[−bADC + (bADC)2K/6]. Kurtosis characterizes the deviation from a mono-
exponential decay and is null when water Brownian mo-
tion obeys a Gaussian law. As such, K increases with the
heterogeneity of the cellular environment. Image analysis
was performed with ImageJ software. 212Pb-αVCAM-1 Increases Overall Survival 212Pb-αVCAM-1 Increases Overall Survival A detailed depiction of the biodistribution study, including
number of animals per group, is illustrated in Fig. 1A. The stability of the 212Pb-αVCAM-1 complex in blood was
evaluated showing that 212Pb-αVCAM-1 remained intact
from 2 to 24 h after injection when 92.78 ± 2.19% of radio-
activity present was due to 212Pb-TCMC-αVCAM-1. Whole
body biodistribution in BM-bearing mice revealed that
212Pb-αVCAM-1 was predominantly present in the blood,
liver, kidneys, and spleen up to 24 h p.i. (Fig. 2A). Three
days after injection, 212Pb-αVCAM-1 retention was ob-
served in only the spleen (0.27 ± 0.037% injected dose per
gram tissue). The absorbed dose to all normal organs was
<1 Gy, while blood and kidney received the highest ab-
sorbed doses of 0.84 and 0.72 Gy, respectively (Table 1). Concerning the brain, the uptake of 212Pb-αVCAM-1 by
healthy tissue and at sites of VCAM-1 positive BM was
assessed autoradiographically (Fig. 2B). Four hours after
injection, no significant 212Pb-αVCAM-1 uptake was ob-
served in mouse brain without metastases. Similarly,
in animals with VCAM-1 positive BM that received non-
specific treatment (212Pb-IgG), there was no signifi-
cant uptake in brain. In contrast, 212Pb-αVCAM-1 uptake
was significantly greater (P < 0.001) in animals with BM
(0.215 ± 0.060 Bq) following 212Pb-αVCAM-1 administra-
tion compared with those without BM (0.018 ± 0.014 Bq)
and those with BM that received 212Pb-IgG (0.038 ± 0.009
Bq) (Fig. 2C). Kinetic studies (Fig. 2D) clearly revealed that
the uptake of 212Pb-αVCAM-1 was significantly greater in
BM than in healthy tissues from 2 h to 8 h p.i.; no sig-
nificant difference was observed at 24 h p.i. These curves
allowed us to calculate the accumulated activity in BM
and healthy brain tissues and revealed a 6-fold greater
accumulated activity in BM (5.52e108 ± 1.41e108 and
0.92e108 ± 0.89e108 disintegrations per gram of BM and
healthy tissue, respectively). To evaluate treatment efficacy, a survival study was con-
ducted (Fig. 3E). Animals in the untreated BM group
reached the tumor volume limit at 23.8 ± 1.3 days after
tumor cell injection. Animals treated with 212Pb-IgG and
208Pb-αVCAM-1 presented similar OS at 24.0 ± 1.0 days and
23.3 ± 1.3 days, respectively (no significant difference com-
pared with untreated controls). 212Pb-αVCAM-1 Increases Overall Survival In contrast, WBRT signifi-
cantly improved OS to 27.6 ± 2.4 days (P < 0.05 vs control
groups), while 212Pb-αVCAM-1 treatment further improved
survival to 35.6 ± 2.1 days (P < 0.01 vs BM and BM + WBRT
groups). To explore the difference in efficacy of the 2 radiation
modalities observed in vivo, in vitro clonogenic assays
were performed. The SF2 was 0.6 ± 0.06 and 0.026 ± 0.001
for X-rays and 212Pb, respectively (P < 0.001; Fig. 3F). The
D50 was 2.41 ± 0.18 and 0.382 ± 0.04 for X-rays and 212Pb,
respectively (P < 0.001). The relative biological effect at 1
and 2 Gy was 4.80 and 23.08, respectively, suggesting a
more pronounced radiosensitivity of MDA-231-Br cells to
212Pb than to X-rays. Statistical Analyses (40.4 ± 11.3 at 24 days) of metastases (Fig. 3A, C–D). WBRT
reduced both tumor growth and the number of MRI-
detectable BM in comparison to the untreated BM group
(5.11 ± 1.49 mm3 and 32.4 ± 9.06 for tumor volume and
number, respectively, at 24 days; P < 0.01 for both param-
eters; Fig. 3A, C–D). Interestingly, 212Pb-αVCAM-1 treat-
ment significantly reduced tumor growth and number of
BM in comparison to the control group (P < 0.001) and
to the WBRT group (3.04 ± 0.60 mm3 and 18.8 ± 1.64 for
tumor volume and number, respectively, at 24 days;
P < 0.01). Treatment effects were visible as early as 3 days
after the beginning of the treatment (Fig. 3B). Data cutoff
for BM and BM + WBRT groups in Fig. 3B panels C and D
reflects the time at which maximum tumor burden was
reached. All data are expressed as mean ± SD. Student's t-test was
used to compare radiosensitivity of cells to X-rays and
212Pb, and one-way ANOVA followed by Tukey's post-hoc
test was used to compare differences between treatment
groups. Two-way ANOVA (group and time effects) followed
by Tukey's post-hoc test was used to assess differences in
the volume and number of BM between treatment groups. A log-rank test was used to compare survival. Statistical
analyses were obtained using JMP (SAS Institute). Downloaded from https://academic.oup.com/neuro-oncology/article/22/3/357/5571872 by guest on 08 December 2020 212Pb-αVCAM-1 Decreased Cell Proliferation and
Increased DNA DSBs Staining by γH2AX revealed a significant increase in DNA
DSBs in BM + WBRT and BM + 212Pb-αVCAM-1 groups in
comparison to the BM (no treatment) group (Fig. 4A and
D). Moreover, a significant difference was also observed
between BM + WBRT and BM + 212Pb-αVCAM-1 groups
(P < 0.01), with a greater number of γH2AX-positive cells in
the BM + 212Pb-αVCAM-1 group. Staining for Ki67 demon-
strated similar results, with a significant decrease in prolif-
eration following WBRT and 212Pb-αVCAM-1 treatments in
comparison to the BM group, and a significant difference
between the BM + WBRT and BM + 212Pb-αVCAM-1 groups
(Fig. 4B and D). 212Pb-αVCAM-1 Reduces the Number and Volume
of Brain Metastases Immunohistochemistry Animals were euthanized and perfused with saline so-
lution 4 h (for inflammation and DNA DSB staining) or
3 days (for cell proliferation and vasculature staining)
after 212Pb-αVCAM-1 treatment. Inflammation, DNA DSBs,
tumor cell proliferation, pericytes, microglia, and astro-
cytes were evaluated using primary antibodies against
VCAM-1 (5 µg/mL, SoutherBiotech), γH2AX (2 µg/mL,
Abcam), Ki67 (0.35 µg/mL, Dako), CD31 (5 µg/mL, PB
Bioscience), platelet derived growth factor receptor beta
(PDGFRβ) (2 µg/mL, Santa-Cruz), CD68 (1 µg/mL, Merck
Millipore), and glial fibrillary acidic protein (GFAP) (3 µg/
mL, Dako), respectively. Immunostaining protocols were
performed as previously described.13 Tissue sections were Corroyer-Dulmont et al. Targeted α-particle therapy for brain metastases 361 Neuro-
Oncology Neuro-
Oncology Statistical Analyses Results Whole Body Biodistribution Reveals High Uptake
of 212Pb-αVCAM-1 at Sites of Brain Metastases No Effect of 212Pb-αVCAM-1 on Brain
Vascularization and Microenvironment A detailed schedule of the therapy study is illustrated in
Fig. 1B. As expected, without treatment, the BM group
experienced continuous tumor growth in terms of
both volume (9.05 ± 4.34 mm3 at 24 days) and number VCAM-1 is expressed on the luminal surface of en-
dothelial cells close to early BM. The potential Corroyer-Dulmont et al. Targeted α-particle therapy for brain metastases Corroyer-Dulmont et al. Targeted α-particle therapy for brain metastases 362 Inoculation of
tumour cells
D21
D0
2h - 4h - 8h - 24h - 72h post-injection
Autopsy
(Biodistribution/autoradiography/
immunohistochemistry (αVCAM-1))
Anatomical MRI
A
Biodistribution study
D20
Group 1 (n = 4) No brain metastases 212 Pb-αVCAM-1
Group 2 (n = 4) Brain metastases 212Pb-IgG
Group 3 (n = 4) Brain metastases 212Pb-αVCAM-1
D22
D24
Treatments A xicity of 212Pb-αVCAM-1 treatment on brain blood
ssels and the brain microenvironment was as-
ssed immunohistochemically by CD31, PDGFRβ,
CD68, and GFAP immunostaining. As expected, v
sels close to the tumor (Fig. 4C) appear tortuous,
rupted, and larger in comparison to vessels in hea
Inoculation of
tumour cells
D21
D0
2h - 4h - 8h - 24h - 72h post-injection
Autopsy
(Biodistribution/autoradiography/
immunohistochemistry (αVCAM-1))
Anatomical MRI
Inoculation of
tumour cells
D16
208/212Pb-X
D24
Anatomical MRI
D21
3 days post-treatment
Autopsy
Immunohistochemistry
(Ki67-CD31)
Anatomical MRI
WBRT
D18-19-20
D0
4 hours post-treatment
Autopsy
Immunohistochemistry
(γH2AX)
Treatments:
Anatomical MRI
D27
D31
D38
C
A
Biodistribution study
Therapy study
D20
Group 1 (n = 4) No brain metastases 212 Pb-αVCAM-1
Group 2 (n = 4) Brain metastases 212Pb-IgG
Group 3 (n = 4) Brain metastases 212Pb-αVCAM-1
Group 1 (n = 6) Brain metastases Control
Group 2 (n = 3) Brain metastases 212Pb-IgG
Group 3 (n = 3) Brain metastases 208Pb-α VCAM-1
Group 4 (n = 8) Brain metastases WBRT
Group 5 (n = 8) Brain metastases 212Pb-αVCAM-1
B
D22
D24
Treatments
Inoculation of
tumour cells
D21
D0
Plateletand white bloodcell
counts
Treatments
Diffusion MRI
Toxicity study
D20
Group 1 (n = 5) No brain metastases saline solution
Group 2 (n = 5) No brain metastases 212Pb-αVCAM-1
Group 3 (n = 5) Brain metastases 212Pb-IgG
Group 4 (n = 5) Brain metastases 212Pb-αVCAM-1
D22 – D24 – D28 – D31 – D35 – D38 – D42
Transaminase assay
Diffusion MRI
Fig. 1 Experimental paradigm for (A) biodistribution, (B) therapy, and (C) toxicity studies. No Effect of 212Pb-αVCAM-1 on Brain
Vascularization and Microenvironment xicity of 212Pb-αVCAM-1 treatment on brain blood
ssels and the brain microenvironment was as-
ssed immunohistochemically by CD31, PDGFRβ,
CD68, and GFAP immunostaining. As expected, ves-
sels close to the tumor (Fig. 4C) appear tortuous, dis-
rupted, and larger in comparison to vessels in healthy
D21
D0
2h - 4h - 8h - 24h - 72h post-injection
Autopsy
(Biodistribution/autoradiography/
immunohistochemistry (αVCAM-1))
Anatomical MRI
Inoculation of
tumour cells
D16
208/212Pb-X
D24
Anatomical MRI
D21
3 days post-treatment
Autopsy
Immunohistochemistry
(Ki67-CD31)
Anatomical MRI
WBRT
D18-19-20
D0
4 hours post-treatment
Autopsy
Immunohistochemistry
(γH2AX)
Treatments:
Anatomical MRI
D27
D31
D38
C
Biodistribution study
Therapy study
D20
Group 1 (n = 4) No brain metastases 212 Pb-αVCAM-1
Group 2 (n = 4) Brain metastases 212Pb-IgG
Group 3 (n = 4) Brain metastases 212Pb-αVCAM-1
Group 1 (n = 6) Brain metastases Control
Group 2 (n = 3) Brain metastases 212Pb-IgG
Group 3 (n = 3) Brain metastases 208Pb-α VCAM-1
Group 4 (n = 8) Brain metastases WBRT
Group 5 (n = 8) Brain metastases 212Pb-αVCAM-1
B
D22
D24
Inoculation of
tumour cells
D21
D0
Plateletand white bloodcell
counts
Treatments
Diffusion MRI
Toxicity study
D20
Group 1 (n = 5) No brain metastases saline solution
Group 2 (n = 5) No brain metastases 212Pb-αVCAM-1
Group 3 (n = 5) Brain metastases 212Pb-IgG
Group 4 (n = 5) Brain metastases 212Pb-αVCAM-1
D22 – D24 – D28 – D31 – D35 – D38 – D42
Transaminase assay
Diffusion MRI
ig. 1 Experimental paradigm for (A) biodistribution, (B) therapy, and (C) toxicity studies. Biodistribution study Downloaded from https://academic.oup.com/neuro-oncology/article/22/3/357/5571872 by guest on 08 December 2020 Downloaded from https://academic.oup.com/neuro-oncology/article/22/3/357/5571872 by guest on 08 December 2020 Zoom represent VCAM-1 staining (red) in this specific healthy or BM region (blue: A
0
5
10
15
20
212Pb (%ID/g) after injection
2 h Pb212-αVCAM -1
4 h Pb212-αVCAM-1
8 h Pb212-αVCAM-1
24 h Pb212-αVCAM-1
72 h Pb212-αVCAM-1
Blood
Liver
Kidney
Lung
Spleen
Heart
Bone
Muscle A
0
5
10
15
20
212Pb (%ID/g) after injection
2 h Pb212-αVCAM -1
4 h Pb212-αVCAM-1
8 h Pb212-αVCAM-1
24 h Pb212-αVCAM-1
72 h Pb212-αVCAM-1
Blood
Liver
Kidney
Lung
Spleen
Heart
Bone
Muscle A A Downloaded from https://academic.oup.com/neuro-oncology/article/22/3/357/5571872 by guest on 08 December 2020 0
0.1
0.2
0.3
0.4
0
4
8
12
16
2
212Pb-uptake (Bq)
Time post-injection (da
Brain metas
Healthy brai
0
0.1
0.2
0.3
212Pb uptake 4 h post-
injection (Bq)
BM+212Pb-αVCAM-1
No BM+212Pb-αVCAM-1
0.4
0
Autoradiography 4h post-injection (D21)
Activity (Bq)
B
Merged
0
5
212Pb (%
BM+212Pb-IgG
T2w MRI (D20)
*
##
C
D
***
***
***
VCAM-1
VCAM-1
VCAM-1
Blood
Liver
Kidney
Lung
Spleen
Heart
Bone
Muscle
No BM+212Pb-
αVCAM-1
BM+212Pb
αVCAM
BM+212Pb-lgG
2 Biodistribution of 212Pb-αVCAM-1: whole body and brain metastases. (A) Whole body 212Pb-αVCAM-1 uptake biodistributi
and 72h post-injection. Mean ± SD, n = 4 for all time points. (B) Top: Representative T2-weighted MRI of brain from animals w
am + 212Pb-αVCAM-1), with tumor with 212Pb-IgG/αVCAM-1 conjugated (BM + 212Pb-IgG and BM + 212Pb-αVCAM-1, respectively
tases appear in hyperintensity in T2-weighted (red arrows). Zoom represent VCAM-1 staining (red) in this specific healthy or BM
echst staining). Middle: Representative autoradiography of 212Pb-IgG/αVCAM-1 uptake. Bottom: Merged T2-weighted MRI and
oradiography pictures (threshold: mean value of healthy tissue + 1.96*SD for P < 0.05). (C) 212Pb-αVCAM-1 brain uptake 4 h pos
mals without BM (sham + 212Pb-αVCAM-1) or with BM with 212Pb-IgG/αVCAM-1 conjugated (BM + 212Pb-IgG and BM + 212Pb-αVCA
ly). Mean ± SD, n = 4 for all groups, ***P < 0.001 vs sham + 212Pb-αVCAM-1 group and ###P < 0.001 vs BM + 212Pb-IgG group. (D) 0
0.1
0.2
0.3
0.4
0
4
8
12
16
20
24
212Pb-uptake (Bq)
Time post-injection (days)
Brain metastases
Healthy brain tissue
0
0.1
0.2
0.3
212Pb uptake 4 h post-
injection (Bq)
BM+212Pb-αVCAM-1
No BM+212Pb-αVCAM-1
0.4
0
Autoradiography 4h post-injection (D21)
Activity (Bq)
B
Merged
0
212Pb
BM+212Pb-IgG
T2w MRI (D20)
***
###
C
D
***
***
***
NS
VCAM-1
VCAM-1
VCAM-1
Blood
Liver
Kidney
Lung
Spleen
Heart
Bone
Muscle
No BM+212Pb-
αVCAM-1
BM+212Pb-
αVCAM-1
BM+212Pb-lgG
Fig. Downloaded from https://academic.oup.com/neuro-oncology/article/22/3/357/5571872 by guest on 08 December 2020 Autopsy B Anatomical MRI oxicity of 212Pb-αVCAM-1 treatment on brain blood
vessels and the brain microenvironment was as-
sessed immunohistochemically by CD31, PDGFRβ,
CD68, and GFAP immunostaining. As expected, ves-
sels close to the tumor (Fig. 4C) appear tortuous, dis
rupted, and larger in comparison to vessels in healthy
C
Group 5 (n = 8) Brain metastases 212Pb-αVCAM-1
Inoculation of
tumour cells
D21
D0
Plateletand white bloodcell
counts
Treatments
Diffusion MRI
Toxicity study
D20
Group 1 (n = 5) No brain metastases saline solution
Group 2 (n = 5) No brain metastases 212Pb-αVCAM-1
Group 3 (n = 5) Brain metastases 212Pb-IgG
Group 4 (n = 5) Brain metastases 212Pb-αVCAM-1
D22 – D24 – D28 – D31 – D35 – D38 – D42
Transaminase assay
Diffusion MRI
Fig. 1 Experimental paradigm for (A) biodistribution, (B) therapy, and (C) toxicity studies. C Toxicity study toxicity of 212Pb-αVCAM-1 treatment on brain blood
vessels and the brain microenvironment was as-
sessed immunohistochemically by CD31, PDGFRβ, toxicity of 212Pb-αVCAM-1 treatment on brain blood
vessels and the brain microenvironment was as-
sessed immunohistochemically by CD31, PDGFRβ, CD68, and GFAP immunostaining. As expected, ves-
sels close to the tumor (Fig. 4C) appear tortuous, dis-
rupted, and larger in comparison to vessels in healthy Corroyer-Dulmont et al. Targeted α-particle therapy for brain metastases Corroyer-Dulmont et al. Targeted α-particle therapy for brain metastases Neuro-
Oncology Neuro
Oncology 0
0.1
0.2
0.3
0.4
0
4
8
12
16
20
24
212Pb-uptake (Bq)
Time post-injection (days)
Brain metastases
Healthy brain tissue
0
0.1
0.2
0.3
212Pb uptake 4 h post-
injection (Bq)
BM+212Pb-αVCAM-1
No BM+212Pb-αVCAM-1
0.4
0
Autoradiography 4h post-injection (D21)
Activity (Bq)
B
A
Merged
0
5
10
15
20
212Pb (%ID/g) after injection
BM+212Pb-IgG
T2w MRI (D20)
***
###
C
D
***
***
***
NS
2 h Pb212-αVCAM -1
4 h Pb212-αVCAM-1
8 h Pb212-αVCAM-1
24 h Pb212-αVCAM-1
72 h Pb212-αVCAM-1
VCAM-1
VCAM-1
VCAM-1
Blood
Liver
Kidney
Lung
Spleen
Heart
Bone
Muscle
No BM+212Pb-
αVCAM-1
BM+212Pb-
αVCAM-1
BM+212Pb-lgG
Fig. 2 Biodistribution of 212Pb-αVCAM-1: whole body and brain metastases. (A) Whole body 212Pb-αVCAM-1 uptake biodistribution at 2, 4, 8,
24, and 72h post-injection. Mean ± SD, n = 4 for all time points. (B) Top: Representative T2-weighted MRI of brain from animals without tumor
(sham + 212Pb-αVCAM-1), with tumor with 212Pb-IgG/αVCAM-1 conjugated (BM + 212Pb-IgG and BM + 212Pb-αVCAM-1, respectively). Brain me-
tastases appear in hyperintensity in T2-weighted (red arrows). Downloaded from https://academic.oup.com/neuro-oncology/article/22/3/357/5571872 by guest on 08 December 2020 2 Biodistribution of 212Pb-αVCAM-1: whole body and brain metastases. (A) Whole body 212Pb-αVCAM-1 uptake biodistribution at 2, 4, 8,
24, and 72h post-injection. Mean ± SD, n = 4 for all time points. (B) Top: Representative T2-weighted MRI of brain from animals without tumor
(sham + 212Pb-αVCAM-1), with tumor with 212Pb-IgG/αVCAM-1 conjugated (BM + 212Pb-IgG and BM + 212Pb-αVCAM-1, respectively). Brain me-
tastases appear in hyperintensity in T2-weighted (red arrows). Zoom represent VCAM-1 staining (red) in this specific healthy or BM region (blue:
Hoechst staining). Middle: Representative autoradiography of 212Pb-IgG/αVCAM-1 uptake. Bottom: Merged T2-weighted MRI and thresholded
autoradiography pictures (threshold: mean value of healthy tissue + 1.96*SD for P < 0.05). (C) 212Pb-αVCAM-1 brain uptake 4 h post-injection in
animals without BM (sham + 212Pb-αVCAM-1) or with BM with 212Pb-IgG/αVCAM-1 conjugated (BM + 212Pb-IgG and BM + 212Pb-αVCAM-1, respec-
tively). Mean ± SD, n = 4 for all groups, ***P < 0.001 vs sham + 212Pb-αVCAM-1 group and ###P < 0.001 vs BM + 212Pb-IgG group. (D) Quantitative
analyses of 212Pb-αVCAM-1 uptake in BM and healthy brain tissue. Mean ± SD, n = 4 for both groups, ***P < 0.001 vs sham + 212Pb-αVCAM-1 group. NS = non-significant. BM+212Pb-αVCAM-1
No BM+212Pb-αVCAM-1
0.4
0
Autoradiography 4h post-injection (D21)
Activity (Bq)
B
Merged
BM+212Pb-IgG
T2w MRI (D20)
VCAM-1
VCAM-1
VCAM-1
Bl
L
Kid
L
Spl
H
B
Mus
2 Biodistribution of 212Pb-αVCAM-1: whole body and brain metastases. (A) Whole bo
and 72h post-injection. Mean ± SD, n = 4 for all time points. (B) Top: Representative T2-
am + 212Pb-αVCAM-1), with tumor with 212Pb-IgG/αVCAM-1 conjugated (BM + 212Pb-IgG
tases appear in hyperintensity in T2-weighted (red arrows). Zoom represent VCAM-1 stain
echst staining). Middle: Representative autoradiography of 212Pb-IgG/αVCAM-1 uptake. oradiography pictures (threshold: mean value of healthy tissue + 1.96*SD for P < 0.05). Discussion tissue. However, immunostaining quantification of
vessel diameter and surface did not demonstrate an ef-
fect of WBRT or 212Pb-αVCAM-1 treatments on vessels
in comparison to the BM (no treatment) control group
(Fig. 4E). From a preliminary study, we also observed
that at 3 days after treatments, pericytes (detected by
the PDGFRβ staining) and astrocyte activation (GFAP)
do not appear to be modified whatever the treatment
(Supplementary Fig. 1A–C). However, for CD68 staining,
there appears to be a trend toward an increase in mi-
croglial/macrophage activation in the radiotherapy-
treated groups compared with the control group (and
no obvious difference between the radiotherapy modal-
ities), but more investigations would be needed to con-
clude on these effects. A significant proportion of patients with controlled primary
cancer die as a result of BM.3 Current treatment options for
patients with BM from breast cancer remain limited, firstly
because EBRT is performed when BM are already estab-
lished and, secondly because it may induce a decline in
cognitive ability for long-term survivors. Consequently,
there is a critical need to develop new therapeutic ap-
proaches to target the early stages of BM. In this study, we investigated the therapeutic potential of
a targeted molecular radiotherapeutic using 212Pb, an alpha
emitter, combined with an antibody against an early BM mo-
lecular biomarker (VCAM-1). To reflect the clinical situation as
closely as possible, we used a preclinical model of BM using
intracardiac injection of human metastatic breast cancer cells
mimicking the invasion process observed in humans.20 To
the best of our knowledge, this study is the first investigating
the potential of TAT for the treatment of early BM. Uptake
of 212Pb-αVCAM-1 to the region encompassing tumor cells
was combined with a very low healthy brain tissue uptake,
yielding a ratio of BM/healthy brain tissue dose deposition of
~6. This result is similar to findings in a clinical study targeting
BM with 124I-radretumab for dosimetry purposes, which re-
ported a tumor/healthy brain tissue ratio of 4.95.21 This 6-fold
increase in accumulated activity in BM compared with healthy
brain tissue could provide a better therapeutic outcome than
with WBRT, where dose to normal tissue is unavoidable,
leading to cognitive decline. The high uptake at sites of BM
was combined with a marked increase in radiosensitivity of
the human breast cancer cell line used in 212Pb compared
with WBRT. Discussion The therapy study revealed better tumor control
with 212Pb-αVCAM-1 in comparison to X-ray treatment, which
could be ascribed to the higher radiosensitivity of cells to the
high linear energy transfer of 212Pb compared with X-rays,
leading to a greater number of irreparable DSBs.22 Another
study, in a glioblastoma model, using an alpha emitter com-
bined with an antibody targeting tumor vessels, 225Ac-E4G10,
showed similar improvements in OS to the current study, but
with a lower injected amount of radioactivity. The observed
differences between these and the current study may reflect
the longer half-life of 225Ac (10 days vs 10.6 h for 212Pb) and
the BBB permeability observed in glioblastoma that is not ob-
served in early stage BM, enabling greater alpha emitter up-
take within the tumor area.23 Diffusion Imaging Shows that 212Pb-αVCAM-1
Does Not Affect Brain White Matter and
Cellularity Diffusion Imaging Shows that 212Pb-αVCAM-1
Does Not Affect Brain White Matter and
Cellularity A detailed schedule of the toxicity study is shown in Fig. 1C. As presented in Supplementary Fig. 2, the integrity
of white matter was preserved after 212Pb-αVCAM-1
treatment compared with the control group. No signif-
icant differences were observed for diffusion metrics
between the 3 animal groups (Supplementary Fig. 2E
and F). Downloaded from https://academic.oup.com/neuro-oncology/article/22/3/357/5571872 by guest on 08 December 2020 4,
whereas combined treatment allows better tumor control
(decrease in tumor volume and number of BM) compared
with each treatment alone, it involves significant toxicity
(probably as a result of too much accumulated dose),
which does not allow increased OS. However, the OS is
not worst than that observed with WBRT, as all the animals
died about one week after treatment, as observed in the
animals receiving WBRT. In a preliminary study, we investigated combining the 2 ra-
diotherapy treatments. As shown in Supplementary Fig. 4,
whereas combined treatment allows better tumor control
(decrease in tumor volume and number of BM) compared
with each treatment alone, it involves significant toxicity
(probably as a result of too much accumulated dose),
which does not allow increased OS. However, the OS is
not worst than that observed with WBRT, as all the animals
died about one week after treatment, as observed in the
animals receiving WBRT. Downloaded from https://academic.oup.com/neuro-oncology/article/22/3/357/5571872 by guest on 08 December 2020 (C 0
0.1
0.2
0.3
212Pb uptake 4 h post-
injection (Bq)
***
###
C
D
No BM+212Pb-
αVCAM-1
BM+212Pb-
αVCAM-1
BM+212Pb-lgG BM+212Pb-αVCAM-1
No BM+212Pb-αVCAM-1
0.4
0
Autoradiography 4h post-injection (D21)
Activity (Bq)
B
BM+212Pb-IgG
T2w MRI (D20)
VCAM-1
VCAM-1
VCAM-1
K
Sp
M 0
0.1
0.2
0.3
0.4
0
4
8
12
16
20
24
212Pb-uptake (Bq)
Time post-injection (days)
Brain metastases
Healthy brain tissue
0
0.1
0.2
0.3
212Pb uptake 4 h post-
injection (Bq)
***
###
C
D
***
***
***
NS
No BM+212Pb-
αVCAM-1
BM+212Pb-
αVCAM-1
BM+212Pb-lgG B C 212Pb-uptake (Bq)
D 0
0.1
0.2
0.3
0.4
0
4
8
12
16
20
24
212Pb-uptake (Bq)
Time post-injection (days)
Brain metastases
Healthy brain tissue
D
***
***
***
NS
α
α
B D 212Pb-uptake (Bq) Time post-injection (days) Fig. 2 Biodistribution of 212Pb-αVCAM-1: whole body and brain metastases. (A) Whole body 212Pb-αVCAM-1 uptake biodistribution at 2, 4, 8,
24, and 72h post-injection. Mean ± SD, n = 4 for all time points. (B) Top: Representative T2-weighted MRI of brain from animals without tumor
(sham + 212Pb-αVCAM-1), with tumor with 212Pb-IgG/αVCAM-1 conjugated (BM + 212Pb-IgG and BM + 212Pb-αVCAM-1, respectively). Brain me-
tastases appear in hyperintensity in T2-weighted (red arrows). Zoom represent VCAM-1 staining (red) in this specific healthy or BM region (blue:
Hoechst staining). Middle: Representative autoradiography of 212Pb-IgG/αVCAM-1 uptake. Bottom: Merged T2-weighted MRI and thresholded
autoradiography pictures (threshold: mean value of healthy tissue + 1.96*SD for P < 0.05). (C) 212Pb-αVCAM-1 brain uptake 4 h post-injection in
animals without BM (sham + 212Pb-αVCAM-1) or with BM with 212Pb-IgG/αVCAM-1 conjugated (BM + 212Pb-IgG and BM + 212Pb-αVCAM-1, respec-
tively). Mean ± SD, n = 4 for all groups, ***P < 0.001 vs sham + 212Pb-αVCAM-1 group and ###P < 0.001 vs BM + 212Pb-IgG group. (D) Quantitative
analyses of 212Pb-αVCAM-1 uptake in BM and healthy brain tissue. Mean ± SD, n = 4 for both groups, ***P < 0.001 vs sham + 212Pb-αVCAM-1 group. NS = non-significant. Corroyer-Dulmont et al. Targeted α-particle therapy for brain metastases Corroyer-Dulmont et al. Targeted α-particle therapy for brain metastases 364 Combination of 212Pb-αVCAM-1 and WBRT
Increases Tumor Control but Dose Optimization
Is Required In a preliminary study, we investigated combining the 2 ra-
diotherapy treatments. As shown in Supplementary Fig. 212Pb-αVCAM-1 Does Not Induce Major Systemic
Toxicity 212Pb-αVCAM-1 Does Not Induce Major Systemic
Toxicity Two weeks after treatment, weight loss was: sham + sa-
line solution = 0.85 ± 0.81 g; sham + 212Pb-αVCA
M-1 = 3.68 ± 1.27 g, and BM + 212Pb-αVCAM-1 = 6
.20 ± 3.02 g (P < 0.01 vs sham + saline solution group)
(Supplementary Fig. 3A). To evaluate 212Pb-αVCAM-1
systemic toxicity, platelets and white blood cells were
counted and compared with baseline. Despite a slight de-
crease 4 to 15 days after treatment, no significant differ-
ences were observed between groups (Supplementary
Fig. 3B and C). Concerning liver toxicity, no significant
changes were observed in aspartate and alanine trans-
aminases (Supplementary Fig. 3D and E). Corroyer-Dulmont et al. Targeted α-particle therapy for brain metastases Neuro-
Oncology Neuro- 0
25
50
75
100
20
25
30
35
40
Overall survival (%)
Time (days)
C
BM+WBRT
T2w MRI (D16)
T2w MRI (D20)
BM
T2w MRI (D27)
D
E
T2w MRI (D31)
T2w MRI (D38)
T2w MRI (D24)
***
$$
**
***
$$$
**
BM+WBRT
BM
A
0
1
2
3
4
5
15
20
25
30
35
40
Normalized number of brain
metastatic foci
Time (days)
B
BM+212Pb-αVCAM-1
BM+212Pb-αVCAM-1
BM+212Pb-αVCAM-1
BM+208Pb-αVCAM-1
BM+212Pb-lgG
BM
BM+WBRT
0.01
0.1
1
0
1
2
3
4
5
6
Survival fraction
Dose (Gy)
***
X-rays
212Pb
IN VITRO RADIOSENSITIVITY
SF2
D50
X-rays
0.60 (0.06)
2.41 (0.18)
212Pb
0.026(0.001)***
0.382 (0.04) ***
F
0
10
20
30
40
15
20
25
30
35
40
Normalized tumour volume
Time (days)
BM+212Pb-αVCAM-1
BM+WBRT
BM
BM+212Pb-αVCAM-1
BM+WBRT
BM
3 Treatment effect on number and volumes of BM and OS. (A) Representative T2-weighted MR images for the 3 treatment groups at
nning of EBRT (D16-D17-D19) and TAT (D20) treatments at 4 time points after treatments. (B) Three-dimensional representation of BM (r
in the brain (gray) in the different groups at D24. (C) Quantitative analyses of tumor volume after treatment normalized to D16. Mean ± S
5 for all groups. P < 0.001 for time effect, **P < 0.01 and ***P < 0.001 vs BM and $$P < 0.01 vs WBRT group. (D) Quantitative analyses of num
M after treatment normalized to D16. Mean ± SD, n = 5 for all groups. P < 0.001 for time effect, **P < 0.01, and ***P < 0.001 vs BM and $$$P < 0.0
WBRT group. 212Pb-αVCAM-1 Does Not Induce Major Systemic
Toxicity (E) Kaplan–Meier curves of survival, n = 5 for BM, n = 3 for 208Pb-αVCAM-1, n = 3 for 212Pb-IgG, n = 5 for WBRT, and n = 5
b-αVCAM-1 groups. P < 0.05 between WBRT and BM, 208Pb-αVCAM-1 and 212Pb-IgG and P < 0.01 between 212Pb-αVCAM-1 and all the ot
ups. (F) Quantitative analyses of in vitro MDA-231-Br radiosensitivity for X-rays and 212Pb. Mean ± SD, n = 4 for X-rays and 212Pb treatmen
0.001 for dose effect, ***P < 0.001 between 212Pb and X-ray treatment. SF2 = surviving fraction for 2Gy; D50 = dose that gives SF of 50%. C
***
$$
**
0
10
20
30
40
15
20
25
30
35
40
Normalized tumour volume
Time (days)
BM+212Pb-αVCAM-1
BM+WBRT
BM C C A Downloaded from https://academic.oup.com/neuro-oncology/article/22/3/357/5571872 by guest on 08 December 2020 Downloaded from https://academic.oup.com/neuro-oncology/article/22/3/357/5571872 by guest on 08 December 2020 Time (days) D D
***
$$$
**
0
1
2
3
4
5
15
20
25
30
35
40
Normalized number of brain
metastatic foci
Time (days)
Time (days)
BM+212Pb-αVCAM-1
BM+WBRT
BM Normalized number of brain
metastatic foci mic.oup.com/neuro-oncology/article/22/3/357/5571872 by guest on 08 December 2020 Time (days) 0
25
50
75
100
20
25
30
35
40
Overall survival (%)
Time (days)
E
BM+212Pb-αVCAM-1
BM+208Pb-αVCAM-1
BM+212Pb-lgG
BM
BM+WBRT E T2w MRI (D38) 0.01
0.1
1
0
1
2
3
4
5
6
Survival fraction
Dose (Gy)
***
X-rays
212Pb
F F B B Survival fraction BM+WBRT
BM+212Pb-αVCAM-1 BM BM Fig. 3 Treatment effect on number and volumes of BM and OS. (A) Representative T2-weighted MR images for the 3 treatment groups at the
beginning of EBRT (D16-D17-D19) and TAT (D20) treatments at 4 time points after treatments. (B) Three-dimensional representation of BM (red)
within the brain (gray) in the different groups at D24. (C) Quantitative analyses of tumor volume after treatment normalized to D16. Mean ± SD,
n = 5 for all groups. P < 0.001 for time effect, **P < 0.01 and ***P < 0.001 vs BM and $$P < 0.01 vs WBRT group. (D) Quantitative analyses of number
of BM after treatment normalized to D16. Mean ± SD, n = 5 for all groups. P < 0.001 for time effect, **P < 0.01, and ***P < 0.001 vs BM and $$$P < 0.001
vs WBRT group. 212Pb-αVCAM-1 Does Not Induce Major Systemic
Toxicity (E) Kaplan–Meier curves of survival, n = 5 for BM, n = 3 for 208Pb-αVCAM-1, n = 3 for 212Pb-IgG, n = 5 for WBRT, and n = 5 for
212Pb-αVCAM-1 groups. P < 0.05 between WBRT and BM, 208Pb-αVCAM-1 and 212Pb-IgG and P < 0.01 between 212Pb-αVCAM-1 and all the other
groups. (F) Quantitative analyses of in vitro MDA-231-Br radiosensitivity for X-rays and 212Pb. Mean ± SD, n = 4 for X-rays and 212Pb treatments. P < 0.001 for dose effect, ***P < 0.001 between 212Pb and X-ray treatment. SF2 = surviving fraction for 2Gy; D50 = dose that gives SF of 50%. Corroyer-Dulmont et al. Targeted α-particle therapy for brain metastases Corroyer-Dulmont et al. Targeted α-particle therapy for brain metastases 366 With regard to systemic toxicity, although weight
significantly decreased after treatment with
b-αVCAM-1, no blood or liver toxicity was ob-
ved. These findings are consistent with pre-
us reports of intravenously administered
212Pb
In a preliminary study we observed that 212Pb-αVCAM-
had no effect on this BM microenvironment; pericyte
and astrocyte activation do not appear to be modifie
by either form of radiotherapy. Additional studies ar
needed to investigate specifically the effect of both treat
A
Healthy brain tissue
BM+WBRT
BM
Ki67/Hoechst
B
Healthy brain tissue
BM+WBRT
BM
γH2AX/Hoechst
15μm
25μm
BM
BM+WBRT
γH2AX staining (% of total
brain metastases surface)
0.84 (0.66)
22.82 (4.38)**
46.29 (13.14)***/$$
Ki67 staining (% of total
brain metastases surface)
46.42 (8.00)
29.73 (8.79)*
9.88 (9.78)***/$
D
BM
BM+WBRT
Vessel diameter (μm)
7.05 (1.31)
8.86 (0.72)
6.99 (1.04)
Vessel surface (%)
40.46 (21.26)
29.27 (13.03)
35.04 (17.85)
C
E
BM+212Pb-αVCAM-1
BM+212Pb-αVCAM-1
BM+212Pb-αVCAM-1
BM+212Pb-αVCAM-1
CD31/Hoechst
25 m
μ
g. 4 Immunohistochemical determination of treatment effect. (A) Representative images of γH2AX immunostaining (DNA DSB damage, red)
th Hoechst 33342 nuclear counterstaining (blue). (B) Representative images of Ki67 immunostaining (cell proliferation, red) with Hoechst
342 counterstaining (blue). White arrows indicate BM foci. (C) Representative images of CD31 immunostaining (endothelium, red) with Hoechst
342 nuclear counterstaining (blue). (D) Data represent the mean (+SD) per group for the percentage of γH2AX and Ki67 positive cells. *P < 0.05,
P < 0.01, ***P < 0.001 vs BM group, $P < 0.05 and $$P < 0.01 vs WBRT group. (E) Data represent the mean (+SD) per group for vessel diameter and
rface analyzed by histology. Keywords alpha-particle therapy | early brain metastases | VCAM-1 212Pb-αVCAM-1 Does Not Induce Major Systemic
Toxicity In the clinic, patients with BM are treated mainly
with radiotherapy, and a number of preclinical studies
have highlighted the impact of external radiotherapy
on the tumor microenvironment and inflammatory pro-
cesses in particular.26 Lugade and colleagues showed an
increase in VCAM-1 on B16 melanoma tumor vessels in
vivo following external radiotherapy.27 Similarly, in the
present study we found an increase in vascular VCAM-1
expression 24 h and 72 h following WBRT in tumor ves-
sels, but not in healthy brain vessels (Supplementary
Fig. 5). On the basis of our findings, we propose that
external radiotherapy prior to 212Pb-αVCAM-1 adminis-
tration could increase the specificity of our therapeutic
approach by upregulating VCAM-1 locally at brain me-
tastasis sites. This aspect highlights the importance of
evaluating the impact of EBRT and targeted radionuclide
therapy and the schedule of each treatment.9,28 Further
studies are necessary with regard to the combination
and the dose escalation of external radiotherapy and
212Pb-αVCAM-1 in a dose escalation manner, in particular
with regard to balancing healthy tissue preservation and
tumor control. Combining WBRT with 212Pb-αVCAM-1
shows great promise; however, additional studies are
required to optimize the dose prescription of the com-
bined treatments to reduce the toxicity observed in the
present study Supplementary Material Supplementary data are available at Neuro-Oncology
online. Downloaded from https://academic.oup.com/neuro-oncology/article/22/3/357/5571872 by guest on 08 December 2020 212Pb-αVCAM-1 Does Not Induce Major Systemic
Toxicity A A
Healthy brain tissue
BM+WBRT
BM
γH2AX/Hoechst
15μm
BM+212Pb-αVCAM-1 Downloaded from https://academic.oup.com/neuro-oncology/article/22/3/357/5571872 by guest on 08 December 2020 B B Healthy brain tissue
BM+WBRT
BM
Ki67/Hoechst
25μm
BM+212Pb-αVCAM-1 C C C
CD31/Hoechst
25 m
μ BM
BM+WBRT
γH2AX staining (% of total
brain metastases surface)
0.84 (0.66)
22.82 (4.38)**
46.29 (13.14)***/$$
Ki67 staining (% of total
brain metastases surface)
46.42 (8.00)
29.73 (8.79)*
9.88 (9.78)***/$
D
BM
BM+WBRT
Vessel diameter (μm)
7.05 (1.31)
8.86 (0.72)
6.99 (1.04)
Vessel surface (%)
40.46 (21.26)
29.27 (13.03)
35.04 (17.85)
E
BM+212Pb-αVCAM-1
BM+212Pb-αVCAM-1
mmunohistochemical determination of treatment effect. (A) Representative images of γH2AX immunostaining (DNA DSB dam
echst 33342 nuclear counterstaining (blue). (B) Representative images of Ki67 immunostaining (cell proliferation, red) with H D E Fig. 4 Immunohistochemical determination of treatment effect. (A) Representative images of γH2AX immunostaining (DNA DSB damage, red)
with Hoechst 33342 nuclear counterstaining (blue). (B) Representative images of Ki67 immunostaining (cell proliferation, red) with Hoechst
33342 counterstaining (blue). White arrows indicate BM foci. (C) Representative images of CD31 immunostaining (endothelium, red) with Hoechst
33342 nuclear counterstaining (blue). (D) Data represent the mean (+SD) per group for the percentage of γH2AX and Ki67 positive cells. *P < 0.05,
**P < 0.01, ***P < 0.001 vs BM group, $P < 0.05 and $$P < 0.01 vs WBRT group. (E) Data represent the mean (+SD) per group for vessel diameter and
surface analyzed by histology. With regard to systemic toxicity, although weight
was significantly decreased after treatment with
212Pb-αVCAM-1, no blood or liver toxicity was ob-
served. These findings are consistent with pre-
vious reports of intravenously administered
212Pb
radio-immunotherapy.24 In a preliminary study we observed that 212Pb-αVCAM-1
had no effect on this BM microenvironment; pericytes
and astrocyte activation do not appear to be modified
by either form of radiotherapy. Additional studies are
needed to investigate specifically the effect of both treat-
ments on the BM microenvironment and, in particular, Corroyer-Dulmont et al. Targeted α-particle therapy for brain metastases Neuro-
Oncology on inflammatory processes (eg, microglia/macrophage
phenotype). We found no difference in vessel diameter or
surface area. Interestingly, it has been shown in a model
of glioblastoma with another alpha emitter (225Ac) that
tumor vessel permeability and perfusion were altered,25
and we cannot rule this out here. Funding This work was supported by CNRS, CEA, Université de Caen-
Normandie, the French Ministère de l'Enseignement Supérieur
et de la Recherche, the Conseil Régional-Normandie and the
European Union-Fonds Européen de Développement Régional
(FEDER), The HABIONOR European project. Co-funding was
provided by the Normandy County Council, the French State
in the framework of the interregional development Contract
“Vallée de la Seine” 2015–2020. FRC, ANR-11-LABEX-0018-01;
ANR-10-EQPX1401. M.S.S., N.R.S., K.A.V., O.T., and N.F. were
supported by Cancer Research UK (grant number C5255/
A15935), the Medical Research Council (MC_PC_12004), the
Engineering and Physical Sciences Research Council (EPSRC)
Oxford Centre for Drug Delivery Devices (EP/L024012/1), the
CRUK Oxford Centre, and the CRUK/EPSRC Cancer Imaging
Centre Oxford (C5255/A16466). In the current study we used the MDA-231-Br cell line,
a metastatic human breast carcinoma. However, further
preclinical studies are necessary to determine whether
the observed effects with 212Pb-αVCAM-1 treatment
are conserved in early BM originating not only from
breast cancer, but also from primary lung cancer and
melanoma, which also have a propensity to spread to
the brain. More generally, VCAM-1 has been shown to
be highly involved in tumor growth in a number of dif-
ferent cancers, including melanoma, leukemia, renal,
osteosarcoma, and gastric cancers, as well as down-
stream metastatic processes, further increasing the
potential scope of 212Pb-αVCAM-1 therapy.29 Finally,
the promising results generated using the MDA-
231-Br model should be supplemented by similar
studies in other tractable models of BM, especially in a
syngeneic model. Conflict of interest statement. The authors declare no con-
flict of interest. Authorship statement. Conception and design: ACD, NF, SV,
MS, NS, KV, and MB. Method development: ACD, NF, SV, AMF,
JT, DD, LC, EP, and OT. Data acquisition: ACD, SV, AMF, JT, DD,
LC, and OT. Data analysis and interpretation: All authors. Writing,
review, and/or revision of the manuscript: All authors. Study su-
pervision: ACD, SV, NF, NS, KV, and MB. Acknowledgment
We thank Dr Patricia S. Steeg of the National Cancer Institute for
providing the MDA-MD-231Br cell line and Orano Med (France)
for providing the 212Pb. In conclusion, we have demonstrated the therapeutic
efficacy of a new TAT for early stage treatment in a pre-
clinical model of breast cancer BM, with this first proof-
in-principle investigation. 212Pb-αVCAM-1 accumulated
selectively at sites of BM resulting in a favorable metas-
tasis/healthy brain tissue radiation absorbed dose ratio. Moreover, 212Pb-αVCAM-1 uptake was associated with a 212Pb-αVCAM-1 Does Not Induce Major Systemic
Toxicity For BM, a change in
vessel permeability close to the tumor cells would be
of interest in terms of systemic treatment, considering
the constitutively low vessel permeability. This possi-
bility warrants further investigation in future preclinical
studies with more quantitative evaluation of BBB integ-
rity using T1-weighted MRI with gadolinium DOTA con-
trast. In the clinic, patients with BM are treated mainly
with radiotherapy, and a number of preclinical studies
have highlighted the impact of external radiotherapy
on the tumor microenvironment and inflammatory pro-
cesses in particular.26 Lugade and colleagues showed an
increase in VCAM-1 on B16 melanoma tumor vessels in
vivo following external radiotherapy.27 Similarly, in the
present study we found an increase in vascular VCAM-1
expression 24 h and 72 h following WBRT in tumor ves-
sels, but not in healthy brain vessels (Supplementary
Fig. 5). On the basis of our findings, we propose that
external radiotherapy prior to 212Pb-αVCAM-1 adminis-
tration could increase the specificity of our therapeutic
approach by upregulating VCAM-1 locally at brain me-
tastasis sites. This aspect highlights the importance of
evaluating the impact of EBRT and targeted radionuclide
therapy and the schedule of each treatment.9,28 Further
studies are necessary with regard to the combination
and the dose escalation of external radiotherapy and
212Pb-αVCAM-1 in a dose escalation manner, in particular
with regard to balancing healthy tissue preservation and
tumor control. Combining WBRT with 212Pb-αVCAM-1
shows great promise; however, additional studies are
required to optimize the dose prescription of the com-
bined treatments to reduce the toxicity observed in the
present study significant therapeutic effect and no major toxicity. These
findings suggest that early BM, which are normally not ac-
cessible to systemic treatment owing to the presence of
the BBB, could be controlled using this novel therapeutic
approach. on inflammatory processes (eg, microglia/macrophage
phenotype). We found no difference in vessel diameter or
surface area. Interestingly, it has been shown in a model
of glioblastoma with another alpha emitter (225Ac) that
tumor vessel permeability and perfusion were altered,25
and we cannot rule this out here. For BM, a change in
vessel permeability close to the tumor cells would be
of interest in terms of systemic treatment, considering
the constitutively low vessel permeability. This possi-
bility warrants further investigation in future preclinical
studies with more quantitative evaluation of BBB integ-
rity using T1-weighted MRI with gadolinium DOTA con-
trast. Corroyer-Dulmont et al. Targeted α-particle therapy for brain metastases Corroyer-Dulmont et al. Targeted α-particle therapy for brain metastases 368 alpha-radioimmunotherapy of small volume peritoneal carcinomatosis
using 212Pb. PLoS One. 2013;8(7):e69613. References 16. Corroyer-Dulmont A, Pérès EA, Petit E, et al. Noninvasive assess-
ment of hypoxia with 3-[18F]-fluoro-1-(2-nitro-1-imidazolyl)-2-propanol
([18F]-FMISO): a PET study in two experimental models of human glioma. Biol Chem. 2013;394(4):529–539. 1. Ostrom QT, Wright CH, Barnholtz-Sloan JS. Brain metastases: epidemi-
ology. Handb Clin Neurol. 2018;149:27–42. 17. Perera M, Ribot EJ, Percy DB, et al. In vivo magnetic resonance imaging
for investigating the development and distribution of experimental brain
metastases due to breast cancer. Transl Oncol. 2012;5(3):217–225. 2. Cheng X, Hung MC. Breast cancer brain metastases. Cancer Metastasis
Rev. 2007;26(3-4):635–643. 3. Robinson AG, Young K, Balchin K, Ashworth A, Owen T. Causes of death
and subsequent treatment after initial radical or palliative therapy of
stage III non-small cell lung cancer. Curr Oncol. 2015;22(5):333. 18. Jan S, Santin G, Strul D, et al. GATE: a simulation toolkit for PET and
SPECT. Phys Med Biol. 2004;49(19):4543–4561. 19. Pérès EA, Etienne O, Grigis A, Boumezbeur F, Boussin FD, Le Bihan D. Longitudinal study of irradiation-induced brain microstructural alter-
ations with S-index, a diffusion MRI biomarker, and MR spectroscopy. Int J Radiat Oncol Biol Phys. 2018;102(4):1244–1254. 4. Andrews DW, Scott CB, Sperduto PW, et al. Whole brain radiation
therapy with or without stereotactic radiosurgery boost for patients with
one to three brain metastases: phase III results of the RTOG 9508 ran-
domised trial. Lancet. 2004;363(9422):1665–1672. 20. Daphu I, Sundstrøm T, Horn S, et al. In vivo animal models for studying brain
metastasis: value and limitations. Clin Exp Metastasis. 2013;30(5):695–710. 5. Brown PD, Jaeckle K, Ballman KV, et al. Effect of radiosurgery alone vs
radiosurgery with whole brain radiation therapy on cognitive function in
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ment influences antitumor immunity. J Immunol. 2008;180(5):3132–3139. 13. Corroyer-Dulmont A, Pérès EA, Gérault AN, et al. Multimodal imaging
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dicator of treatment efficacy in a preclinical model of recurrent glioblas-
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brain. Neurotherapeutics. 2007;4(3):316–329. 29. Schlesinger M, Bendas G. Vascular cell adhesion molecule-1 (VCAM-
1)—an increasing insight into its role in tumorigenicity and metastasis. Int J Cancer. 2015;136(11):2504–2514. 15. Boudousq V, Bobyk L, Busson M, et al. Acknowledgment We thank Dr Patricia S. Steeg of the National Cancer Institute for
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alizing anti-HER2 mAbs and non-internalizing anti-CEA mAbs in
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Hydraulic and Hydrologic Modeling of Steep Channel of Putih River, Magelang District, Central Java Province, Indonesia
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3.1 Watershed A watershed is an area of land draining into a stream
at a given location. One of the watershed morphology
that reflects on flow discharge is watershed
hydrologic length and slope. Hydrologic length is the
length of the main stream from the outlet to the
watershed boundary. Hydrologic length reflects on
time behavior of discharge. Watershed slope is the
total elevation change of the main stream divided by
hydrologic length. The watershed slope is an
important factor in that affects runoff momentum. The
longitudinal profile of the river, which is extracted
from topographic maps, can be used to divide stream
reaches into slope categorization that reflects profile
morphology as listed in Table 1(Rosgen, 1994). Hydraulic and Hydrologic Modeling of Steep Channel of Putih River,
Magelang District, Central Java Province, Indonesia Adi Putri Anisa Widowati
Master of Engineering in Natural Disaster Management, Universitas Gadjah Mada, INDONESIA
adi.putri.a@mail.ugm.ac.id 1 INTRODUCTION The development of Geographic Information System
(GIS) has a significant impact on hydrologic and
hydraulic modeling. As GIS-based hydrologic and
hydraulic data are now widely available, many recent
hydrologic and hydraulic models have been developed
based on GIS. Lahar flood occur regularly in Putih
River, Central Java Province. Since the upstream is
located near the peak of active volcano Merapi, Putih
River has a huge amount of lahar producing sediment
materials on its upstream. Located on the steep
upstream, the sediment materials, when saturated by
rainfall, have a high probability to produce destructive
lahar flood threatening the populated downstream
area. This research is aimed to assess the lahar flood
in Putih River by applying a whole modeling process
ranging from hydrologic modeling to hydraulic
modeling. Miyata, et al. (2014) examined the effects of intensive
local rainfall on flashflood events using a grid based
distributed hydrological model. The hydrology model
is able to both evaluate the basin response due to
rainfall, in form of flow, and to identify contributions
of each sub-basins to the quickly rising stream
discharge. ABSTRACT Hydrologic and hydraulic modeling are important to be conducted to examine the watershed response based on a rainfall input,
especially over disaster-prone watershed such as Putih River watershed in Magelang, Central Java Province. A GIS-based grid-
based distributed rainfall-runoff model was used to simulate the rainfall-runoff transformation. A two-dimensional
hydrodynamic flow modeling was then carried out to simulate the flood processes on the stream and floodplain area. A
sensitivity analysis was conducted on infiltration rate, Manning’s n value, and rainfall intensity. Infiltration rate, Manning’s n
value, and rainfall intensity give considerable effects to the resulted flow hydrographs. The modeling results show that the
results of hydrologic-hydraulic modeling is in good agreement with the observed results. Keywords: Hydrologic-hydraulic model, rainfall-runoff model, two-dimensional hydrodynamic model peak discharge conforming to the field observed data,
and also show that the model can be used to evaluate
the effect of change in land cover and soil on the
stream flow due to human activity. Vol. 3 No. 3 (September 2017) Vol. 3 No. 3 (September 2017) Journal of the Civil Engineering Forum 3.4 Hydrologic – Hydraulic Model Precipitation contributes to various storage and flow
processes. The
precipitation
which
becomes
streamflow may reach the stream by overland flow,
subsurface flow, or both (Chow, et al., 1988). Precipitation contributes to various storage and flow
processes. The
precipitation
which
becomes
streamflow may reach the stream by overland flow,
subsurface flow, or both (Chow, et al., 1988). The passage of overland flow into a channel can be
viewed as a lateral flow. A discharge of the overland
flow, q0 per unit width, passes into the channel, with
the length of the channel, Lc, so the discharge in the
channel is Q = q0 Lc. To find the depth and velocity at
various points along the channel, an iterative solution
of Manning’s equation is necessary. Figure 1. The design hyetograph derived by Alternating
Block Method (ABM). In Japan, the equation to calculate rainfall intensity for
any duration based on daily rainfall depth is as follow
(Mori, et al., 2003): 2
/
1
3
/
2
1
S
R
n
u
(2) (2) 3
/
2
24
24
24
t
R
it
(1) (1) where u is flow velocity (m/s), n is Manning’s
roughness coefficient, R is hydraulic radius (m), and S
is energy line gradient. where it is rainfall intensity for any duration t
(mm/hour), R24 is daily rainfall depth (mm), and t is
rainfall duration (hour). Infiltration is the process of water penetrating from
the ground surface into the soil. Many factors
influence the infiltration rate, including the condition
of the soil surface and its vegetative cover, the
properties of the soil, such as porosity and hydraulic
conductivity, and the current moisture content of the
soil (Chow, et al., 1988). Infiltration is the process of water penetrating from
the ground surface into the soil. Many factors
influence the infiltration rate, including the condition
of the soil surface and its vegetative cover, the
properties of the soil, such as porosity and hydraulic
conductivity, and the current moisture content of the
soil (Chow, et al., 1988). 2 HYDROLOGY AND HYDRAULIC MODEL Zhang and Savenije (2005) simulated saturation
overland flow by relating the variable source area to
both the topography and groundwater level. Koren, et
al. (2005) evaluated the performance of a grid-based
distributed hydrology model when transforming
rainfall to stream flow which resulted in runoff
volumes that was in good agreement with the
observed data. Liu, et al. (2009) modeled runoff
volume and peak discharge based on several flood
events
using
grid-based
distributed
kinematic
hydrological model with rainfall data derived from
climate radar. The research was able to reproduce 125 Vol. 3 No. 3 (September 2017) Vol. 3 No. 3 (September 2017) Journal of the Civil Engineering Forum Table 1. Categorization of river bed-slope steepness
(Rosgen, 1994)
Slope
Categorization
< 4 % (2.3°)
Gentle
4% - 10% (2.3°- 5.7°)
Steep
>10% (5.7°)
Very steep
3 2 Design Hyetograph Table 1. Categorization of river bed-slope steepness
(Rosgen, 1994) input which is different to another depending on
several climatic, topographic, and geological factors. Figure 2. The flow hydrograph at a basin outlet during a
rainfall-runoff simulation by a particular observed rainfall
event
Peak discharge
Rainfall
Flow
Flow rate
Time
Rainfall
Lag time Peak discharge
Rainfall
Flow
Flow rate
Ti
Lag time Rainfall 3.2 Design Hyetograph Flow rate Hyetograph is a plot of incremental rainfall intensity
against time interval. There are several methods to
develop hypothetical rainfall distribution, one of
which is Alternating Block Method (Chow, et al.,
1988). The general shape of design hyetograph by
ABM is shown in Figure 1. Time Figure 2. The flow hydrograph at a basin outlet during a
rainfall-runoff simulation by a particular observed rainfall
event Figure 1. The design hyetograph derived by Alternating
Block Method (ABM). Rainfall intensity
Rainfall duration Journal of the Civil Engineering Forum Vol. 3 No. 3 (September 2017) Vol. 3 No. 3 (September 2017) Journal of the Civil Engineering Forum B
in
A
in
A
A
q
q
x
q
t
h
(5) B
in
A
in
A
A
q
q
x
q
t
h
(5)
A
A
A
A
h
K
i
q
(6) The scheme of hydrology model in hillslope domain is
shown by Figure 2. In each grid, there are 3 layers on
which runoff flow, sub-surface flow, and vertical flow
between layers are calculated. The relation of a grid
with its 8 surrounding grids is defined by flow
direction. Flow direction of a grid to adjacent grid is
determined by a grid whose elevation level is the
lowest among those 8 surrounding grids. (5) t A
A
A
A
h
K
i
q
(6) A
A
A
A
h
K
i
q
(6) where qin_A is infiltration flow from surface to the
layer A, qin_B is infiltration flow from layer A to layer
B, iA is hydraulic gradient of flow in layer A, and KA is
permeability coefficient of layer A. The calculation of
lateral flow discharge and flow depth in layer B uses
the equation same as of the layer A (Miyata, et al.,
2014). Figure 3. The illustration of hydrologic model scheme on
hillslope domain (Miyata, et al., 2014) Furthermore, the calculation of discharge on stream
domain, qCH, uses the same kinematic wave model
which is being used in flow model in hillslope
domain. The composition of stream grid is carried out
as a series of cross sections with lateral coming from
adjacent right and left grids. The following equation is
used to calculate the flow in stream domain: Figure 3. The illustration of hydrologic model scheme on
hillslope domain (Miyata, et al., 2014) L
r
x
q
t
h
CH
CH
(7)
3
5
CH
M
CH
CH
h
n
i
q
(8) The illustration (Figure 3) explains the process of
rainfall dropping on a surface of a hillslope grid which
infiltrates to the layer A. The saturated flow of layer A
then percolates to the layer B. Journal of the Civil Engineering Forum The deeper percolation
of flow on layer B to the deeper layer could occur, yet
percolation flow to the deeper layer is assumed not
flowing back to the slope or stream. (7) (8) where r is rainfall on a stream grid, L is lateral flows
from left and right adjacent grid, iCH is hydraulic
gradient of stream flow, and nM is Manning’s
roughness coefficient. The hydrologic model calculates both runoff flow and
lateral flow based on Manning equation and Darcy’s
law. The runoff flow calculation takes into account
the water balance from rainfall, flow from adjacent
upstream grid, and flow to adjacent downstream grid,
infiltration flow to the lower layer, and evaporation. The relation between depth of surface runoff flow,
hOF, and runoff discharge per unit width, qOF, is
represented in the following equations: The hydrologic model calculates both runoff flow and
lateral flow based on Manning equation and Darcy’s
law. The runoff flow calculation takes into account
the water balance from rainfall, flow from adjacent
upstream grid, and flow to adjacent downstream grid,
infiltration flow to the lower layer, and evaporation. 3.3 Hydrograph A streamflow or discharge hydrograph is a graph or
table showing the flow rate as a function of time at a
given location on the stream. Figure 2 shows
components of a streamflow hydrograph during a
storm (Chow, et al., 1988). The rising limb is the limb
that has a positive gradient indicating the rising of
discharge (point A to B). The recession limb is the
limb that has a negative gradient indicating the falling
of discharge (point B to C). Point C to D represents
baseflow recession. Lag time between peak rainfall
and peak discharge indicates the time required for a
surface runoff flow to reach an outlet point where the
hydrograph is observed. The shape of the hydrograph
describes the response of a basin toward a rainfall Hydrologic-hydraulic model is used to model rainfall-
runoff transformation. The output of the model is flow
hydrograph at a particular basin outlet. The model is a
grid-based distributed model and consists of two
domains. The first domain is hillslope and the second
one is stream. The calculation in hillslope domain
includes water balance calculation and flow routing
on hillslope, while the calculation in stream domain
consists of channel flow routing. 126 Vol. 3 No. 3 (September 2017) b) Rainfall and water level data b) Rainfall and water level data
Hourly rainfall data for Putih River watershed is
obtained from Yogyakarta Sabo Center. Hourly rainfall data for Putih River watershed is
obtained from Yogyakarta Sabo Center. Hourly rainfall data for Putih River watershed is
obtained from Yogyakarta Sabo Center. 4.2 Data Availability by
y
H
gh
y
vM
x
uM
t
M
)
(
)
(
(12) (12) 4.1 Location of Study Several physical parameters for hydrologic-hydraulic
simulation such as Manning coefficient and properties
of bed material are collected from previous
researches, namely Widowati (2015), and Musthofa
(2014). The research was carried out on Putih River watershed
in Magelang District, Central Java Province. It has
upstream end on the peak of Merapi Volcano. It
flows downward the Merapi slope to the southwest
direction until it intercepts with Blongkeng River on
the downstream end. The boundary of Putih River
watershed is shown by Figure 4. 3.5 Two-Dimensional Hydrodynamic Model
SIMLAR v1.0 The relation between depth of surface runoff flow,
hOF, and runoff discharge per unit width, qOF, is
represented in the following equations: SIMLAR is developed by Yogyakarta Sabo Centre in
cooperation
with
Universitas
Gadjah
Mada
(Hardjosuwarno, et al., 2012). The hydrodynamic
model is used to model flow along a particular stream
or channel. The flow which is modeled using
SIMLAR is of debris flow type. The debris flow is
calculated as a fluid unity of debris flow and
suspended sediments. Some equations used in the
model are described as follows. r
x
q
t
h
OF
OF
(3)
3
/
5
OF
M
OF
OF
h
n
i
q
(4) (3) (4) To calculate the permanent flow velocity at a uniform
channel cross section, Manning equation is used. Based on flow velocity from the Manning equation,
flow discharge at a particular channel cross section is
calculated using the following equation. where r is intensity of effective rainfall (rainfall –
infiltration),
iOF
is
the
energy
line
gradient
(approached by surface slope gradient), and nM is
Manning’s roughness coefficient (Miyata, et al.,
2014). uA
Q
(9) uA
Q (9) Sub-surface lateral flows occur between layer A and
layer B. The equation to calculate lateral discharge per
unit width, qA, and the flow depth, hA, in layer A, are: where Q is flow discharge (m3/s), and A is flow area
of a channel cross section (m2). where Q is flow discharge (m3/s), and A is flow area
of a channel cross section (m2). 127 Journal of the Civil Engineering Forum Vol. 3 No. 3 (September 2017) Vol. 3 No. 3 (September 2017) Vol. 3 No. 3 (September 2017) Figure 4. Location of study area in Putih River watershed For a non-permanent and non-uniform flow, the debris
equations are developed considering the mass
conservation principles and force and momentum
conservation principles. a) Topography data Topography data for Putih River is LiDAR DEM of
20 m resolution which is obtained from Yogyakarta
Sabo Center Topography data for Putih River is LiDAR DEM of
20 m resolution which is obtained from Yogyakarta
Sabo Center Topography data for Putih River is LiDAR DEM of
20 m resolution which is obtained from Yogyakarta
Sabo Center where H is depth of flow (m), M is flow discharge per
unit width at x direction (m2/s), N is flow discharge
per unit width at y direction (m2/s), g is gravity
acceleration (m2/s), and τ is shear stress. b) Rainfall and water level data 3.5 Two-Dimensional Hydrodynamic Model
SIMLAR v1.0 Mass conservation equation for two-dimensional flow
is: 0
y
N
x
M
t
H
(10) (10) Force and momentum equation for two-dimensional
flow is: At x direction: At x direction:
bx
x
H
gh
y
vN
x
uN
t
N
(11)
At y direction:
by
y
H
gh
y
vM
x
uM
t
M
)
(
)
(
(12)
bx
x
H
gh
y
vN
x
uN
t
N
(11) (11) Figure 4. Location of study area in Putih River watershed At y direction: 5.1 Delineation of Putih River watershed 5.1 Delineation of Putih River watershed The result of the watershed delineation gives the total
area of Putih River watershed (Figure 5) as 23.011
km2 with a total length of the main river of 21.639 km. The sub-watershed has an area of 8.432 km2. The sub
watershed of Putih River has riverbed slope ranging
from 3.0° to 7.6°. Figure 6. Rainfall event of December 8th 2010 in sensitivity
analysis in Putih River. Figure 5. The delineation of Putih River watershed and sub-
watershed. Outlet point of sub-
watershed Figure 6. Rainfall event of December 8th 2010 in sensitivity
analysis in Putih River. Figure 7. The scheme of stream and watershed used in
rainfall-runoff modeling in Putih River. Outlet point of sub-
watershed Outlet point of sub-
watershed Figure 5. The delineation of Putih River watershed and sub-
watershed. 4.3 Research Tools Several basic data processing applications such as
Microsoft Word, Microsoft Excel, Notepad++ are
used to process the data and conduct the whole
simulation. The GIS data preparation is done using
ArcMap 10.1, QGIS and GRASSGIS application. The
hydrology simulation of transforming rainfall-runoff
is carried out using the grid-based distributed
hydrology
model
(Miyata,
2014). The
flood
hydrodynamic simulation is conducted using 2
dimensional
hydrodynamic
model
SIMLAR
(Hardjosuwarno, et al., 2012). 128 Journal of the Civil Engineering Forum Journal of the Civil Engineering Forum Journal of the Civil Engineering Forum Vol. 3 No. 3 (September 2017) Vol. 3 No. 3 (September 2017) Vol. 3 No. 3 (September 2017) 5 RESULTS AND DISCUSSIONS The area of Putih River inflow sub-basin is 8.43 km2. Figure 7 presents the scheme of slope and stream
domain of the simulation. Figure 7 presents the scheme of slope and stream
domain of the simulation. Figure 6. Rainfall event of December 8th 2010 in sensitivity
analysis in Putih River. Figure 7. The scheme of stream and watershed used in
rainfall-runoff modeling in Putih River. 5.2 Rainfall – Runoff Modeling The rainfall-runoff modeling is conducted using
kinematic distributed model. The final results are flow
hydrograph on the outflow point. A sensitivity
analysis was conducted on infiltration rate, Manning’s
n value, and rainfall intensity. The rainfall event used
during the simulation of sensitivity analysis is the
rainfall event on December 8th 2010 recorded at
Ngepos station (Figure 6). Figure 7. The scheme of stream and watershed used in
rainfall-runoff modeling in Putih River. 5.2.1 Sensitivity analysis on infiltration rate In the hydrograph with high infiltration rate
(f = 5.0 mm/hour), this additional rising part of
hydrograph is not observed because the flow is
already being infiltrated into the soil along its path to
the stream. Small infiltration rate also gives flow a
chance to accumulate faster, thus hydrograph of small
infiltration rate rises earlier. Table 2. Peak discharge (Q) and and peak time (tp) of
simulated hydrographs in sensitivity analysis of infiltration
rate (f) in Putih River. f (mm/hour)
Peak 1
Peak 2
Q (m3/s) t (min) Q (m3/s)
t (min)
0.6
2.395
85
3.403
185
1.2
1.190
90
2.736
195
2.2
1.813
90
1.812
210
3.6
1.333
95
0.850
250
5.0
0.910
95
0.286
325 Table 3. Peak discharge (Q) and peak time (tp) of simulated
hydrographs in sensitivity analysis of infiltration rate (f) in
Putih River. n
Peak 1
Peak 2
Q
(m3/s)
tp
(min)
Q
(m3/s)
tp
(min)
0.3
1.981
90
1.751
145
0.4
1.433
90
1.062
185
0.5
1.183
90
0.676
225
0.6
1.103
95
0.438
275
0.7
0.910
95
0.286
325
0.8
0.816
100
0.186
390 High infiltration rate enables more surface f low to
infiltrate into the soil and thus result in low surface
runoff
discharges. High
infiltration
rate
also
diminishes the discharge of flows from far-grids that
enter the stream at a later time which is indicated by
later peaks in the hydrographs of small infiltration
rate. The later rising parts of the hydrographs of small
infiltration rate (f = 0.6, 1.2, and 2.2 mm/hour) appear
due to the flow from slope-grids located in farther
distance from the stream that just enter the stream at a
later time. In the hydrograph with high infiltration rate
(f = 5.0 mm/hour), this additional rising part of
hydrograph is not observed because the flow is
already being infiltrated into the soil along its path to
the stream. Small infiltration rate also gives flow a
chance to accumulate faster, thus hydrograph of small
infiltration rate rises earlier. For a given rainfall intensity and infiltration
coefficient, smaller Manning’s slope n values results
in higher flow velocity than higher n values. High
flow velocity also gives effect in reducing the chance
of the flow to be infiltrated into the soil. Thus, smaller
n values produce greater and faster flow discharge
entering the stream than higher n values. 5.2.1 Sensitivity analysis on infiltration rate The sensistivity analysis used a constant slope
Manning’s n = 0.7 and a constant channel Manning’s
n = 0.03. Figure 8 shows the results of sensitivity
analysis on infiltration rate in Putih River upstream
watershed. Table 2 provides the values of the resulted
peak discharge and peak time. The simulated watershed boundary in Putih River
covers Putih River upstream sub-basin with an outlet
point located at approximately upstream of PUD-02. Figure 8. Simulated channel flow discharge hydrographs at outlet point using different values of infiltration rate in Putih River. 36,5
0
20
40
60
80
0
1
2
3
4
0
50
100
150
200
250
300
350
400
450
500
550
Rainfall intensity (mm/hr)
Discharge (m3/s)
Simulation time (minute)
Rainfall Dec 8th 2010
f = 0.6 mm/hour
f = 1.2 mm/hour
f = 2.2 mm/hour
f = 3.6 mm/hour
f = 5.0 mm/hour Figure 8. Simulated channel flow discharge hydrographs at outlet point using different values of infiltration rate in Putih River. 129 Vol. 3 No. 3 (September 2017) Vol. 3 No. 3 (September 2017) Journal of the Civil Engineering Forum Thus, it was taken the Manning’s n values ranging
from 0.3 to 0.8 for sensitivity analysis of Manning’s n
value. The result of sensitivity analysis of Manning’s
n values is shown by Figure 9. Table 3 provides the
values of the resulted peak discharge and peak time. Table 2. Peak discharge (Q) and and peak time (tp) of
simulated hydrographs in sensitivity analysis of infiltration
rate (f) in Putih River. f (mm/hour)
Peak 1
Peak 2
Q (m3/s) t (min) Q (m3/s)
t (min)
0.6
2.395
85
3.403
185
1.2
1.190
90
2.736
195
2.2
1.813
90
1.812
210
3.6
1.333
95
0.850
250
5.0
0.910
95
0.286
325
High infiltration rate enables more surface f low to
infiltrate into the soil and thus result in low surface
runoff
discharges. High
infiltration
rate
also
diminishes the discharge of flows from far-grids that
enter the stream at a later time which is indicated by
later peaks in the hydrographs of small infiltration
rate. The later rising parts of the hydrographs of small
infiltration rate (f = 0.6, 1.2, and 2.2 mm/hour) appear
due to the flow from slope-grids located in farther
distance from the stream that just enter the stream at a
later time. 5.2.1 Sensitivity analysis on infiltration rate In addition, small n value which results in high flow
velocity is correlated with a faster draining time. Flow
with high velocity is easier to be drained out of slopes
than slow flow, thus makes it quicker for the flow
both to form the peak discharge and to decline. So,
small n value makes the hydrographs sharper: shorter
duration to reach the peak discharge, higher peak
discharge rate, and steeper recession limb. 5.2.3 Modeling with variation of rainfall intensity 5.2.3 Modeling with variation of rainfall intensity boundary of the modeling is the upstream of PU-C0
Sukowati. The inflow hydrograph (Figure 11) was
obtained from rainfall-runoff modeling in Putih River
upstream sub-basin of January 9th 2011 rainfall event
from Ngepos ARR station, using infiltration rate of f =
5 mm/hour and Manning’s slope n value of n = 0.7. The hydrodynamic modeling of debris flow in Putih
River was conducted for 210 minutes. The design hyetograph was derived using a modified
Mononobe equation and distributed using Alternating
Block Method (ABM) technique. The results of
modeling with variation of rainfall intensity in Putih
River is shown in Figure 10. Although the infiltration
rate and Manning’s slope n value are set constant of f
= 5 mm/hour and n = 0.7 respectively, each rainfall
produces different shape of hydrograph. Figure 11. Inflow hydrograph for Putih River
hydrodynamic modeling. 0
30
60
90
0
3
6
9
0
200
400
600
Rainfall intensity
(mm/hour)
Discharge (m3/s)
Time (minute)
Rainfall January 9th
2011
Simulated flow
hydrograph The hypothetical rainfall of P2-hours = 10 mm produces
a very low hydrograph with maximum peak discharge
of 0.7 m3/s at t = 215 minute. The hypothetical rainfall
P2-hours = 15 mm produces a terraced hydrograph with
a discharge rising at t = 180 min and a peak discharge
rate of 3,541 m3/s at t = 285 minute. The hypothetical
rainfall P2-hours = 20 mm starts to rise at t = 155
minutes and reaches maximum discharge rate 9,277
m3/s at t = 245 minutes. The hypothetical rainfall P2-
hours = 25 mm starts to rise at t = 145 minutes and
reaches maximum discharge rate 15.99 m3/s at t = 225
minute. Figure 11. Inflow hydrograph for Putih River
hydrodynamic modeling. The result of hydrodynamic lahar modeling is a spread
of water and sediment inundation on the simulated
river and riverbank. Figure 12 shows the simulated
sediment propagation at t = 60, 120, 180, and 210
minutes of simulation time layered over an aerial
image of Putih River watershed. It is observed that
sediment of debris flow is still concentrated around
the inflow point at t = 60 minutes. At t = 120 minutes,
the sediment flow reaches PU-RD5. The sediment
flow reaches PU-C2 (Gempol), downstream of
Magelang public road, at t = 180 minutes. The hydrographs have different shape one another. 5.2.2 Sensitivity analysis on Manning’s slope n
values Referring to the Manning’s n value from literature
study (Engman, 1986), the surface condition in Putih
River is considered ranging from grass to woods. Figure 9. Simulated channel flow discharge hydrographs at outlet point by different Manning’s slope n values in Putih River. 36,5
0
20
40
60
80
0
1
2
3
0
50
100
150
200
250
300
350
400
450
500
550
600
Rainfall intensity (mm/hr)
Discharge (m3/s)
Simulation time (minute)
Rain Dec 8th 2010
n = 0.3
n = 0.4
n = 0.5
n = 0.6
n = 0.7
n = 0.8 Figure 9. Simulated channel flow discharge hydrographs at outlet point by different Manning’s slope n values in Putih River. gure 9. Simulated channel flow discharge hydrographs at outlet point by different Manning’s slope n value 130 Journal of the Civil Engineering Forum Vol. 3 No. 3 (September 2017) Figure 10. Comparison of the simulated channel flow hydrographs at outlet point by different hypothetical rainfalls in Putih
River. 0
5
10
15
20
0
50
100
150
200
250
300
350
400
450
500
550
Discharge (m3/s)
Simulation time (minute)
P-2hour = 25 mm
P-2hour = 20 mm
P-2hour = 15 mm
P-2hour = 10 mm Figure 10. Comparison of the simulated channel flow hydrographs at outlet point by different hypothetical rainfalls in Putih
River. 5.2.3 Modeling with variation of rainfall intensity The hydrographs of higher rainfall depth rise earlier
have higher discharge. The maximum discharge also
occurs earlier in the hydrographs of higher rainfall. By
the specified rainfall distribution, the maximum
discharge occurs after the rain stops. The rainfall
intensity affects the flow discharge greatly, and
produces hydrographs of rainfall intensity distinctly. 5.3
Hydrodynamic Modeling The hydrodynamic debris flow modeling was carried
out on Putih River basin. The inflow point is assigned
at the downstream of PUD-02. The downstream 131 Vol. 3 No. 3 (September 2017) Journal of the Civil Engineering Forum Figure 12. Simulated sediment spread of debris flow in Putih River at t = 210 minutes Figure 12. Simulated sediment spread of debris flow in Putih River at t = 210 minutes Figure 13. Sediment inundation near Magelang public road. Based on the simulation results of debris flow
modeling until t = 210 minutes, the overtopping of
water and sediment to the river side is not visually
observed. Meanwhile, the velocity of water flow and
sediment flow from simulation result is still too low
compared to the field event. From the recorded event,
when a lahar was triggered by a rainfall in the
upstream of Putih River, the lahar flow reached the
downstream near Magelang road within 1 hour (60
minutes). However, the simulation results show that
the travel of water and sediment took 2 hour (120
minutes) to arrive at the downstream area near
Magelang road. One of the public facility vulnerable toward Puti
River debris flow is Magelang public road locate
upstream of PU-C2 (Gempol). An image of sedimen
inundation near Magelang road is shown by Figur
13, in which two courses of Putih River reach ar
described, one is the old stream course before debri
flow of Merapi 2010 eruption which is represented b
a dashed line, and another one is the new stream
course after the debris flow of Merapi 2010 eruptio
represented by a continuous line. According to the field report of debris flow
occurrence prior to Merapi eruption in Octobe
Sabo structure
Stream (after 2010)
Stream (before 2010)
Magelang Public
Road
Sediment t =210 min
Value
2 m
-2 m
Legend Figure 13. Sediment inundation near Magelang public road. Sabo structure
Stream (after 2010)
Stream (before 2010)
Magelang Public
Road
Sediment t =210 min
Value
2 m
-2 m
Legend Figure 13. Sediment inundation near Magelang public road. Sabo structure
Stream (after 2010)
Stream (before 2010)
Magelang Public
Road
Sediment t =210 min
Value
2 m
-2 m
Legend Figure 13. Sediment inundation near Magelang public road. One of the public facility vulnerable toward Putih
River debris flow is Magelang public road located
upstream of PU-C2 (Gempol). Journal of the Civil Engineering Forum Vol. 3 No. 3 (September 2017) Journal of the Civil Engineering Forum Vol. 3 No. 3 (September 2017) November 2010, the debris flow in Putih River
overtopped to and inundated the Magelang road
several times, one of which was the debris flow
occurrence at January 9th 2011. The new stream
course was formed due to the huge and massive force
of the debris flow which overtopped the road. However, the simulated results indicated that debris
flow based on rainfall of January 9th 2011 remained
through the old stream course. Some part of the flow
seemed to start entering the new stream course. It may
be caused by the lack of DEM resolution which was
20 m. A hydrodynamic modeling of lahar flow using
DEM with smaller resolution which more represents
river topography should be conducted to have a more
accurate result. At CS 1, it is observed that an erosion occurs with the
maximum erosion depth of 0.73 m at t = 210 minutes. The riverbed has been lowered due to the erosion. At
CS 2, it is observed that a sediment inundation occurs
with the maximum sediment inundation depth of 0.20
m at t = 210 minutes. At CS 3, it is observed that a
sediment inundation occurs with the maximum
sediment inundation depth of 0.49 m at t = 210
minutes. At CS 4, it is observed that a sediment
inundation occurs with the maximum sediment
inundation depth of 0.94 m at t = 210 minutes. According to the field event record of lahar flow in
Putih River at January 19th 2011 (Delson, 2012; SID
Jumoyo, 2015), the lahar flow sediment material
inundated the Magelang road with the sediment
inundation depth ranging from 2 to 3 meters. Compared to the simulation results, the highest
simulated
sediment
inundation
depth
around
Magelang road is 0.94 m at t = 210 minutes. During
the event of January 19th 2011 lahar flow, the lahar
flow was also reported to overtop the road and flow
into the old stream course. The simulated results also
show an indication of the water and sediment flow
overtopping the road and starting to flow into the old
stream course. However, due to the simulation
duration was limited to 210 minutes only, the farther
propagation of water and sediment flow could not be
observed yet. 5.3
Hydrodynamic Modeling An image of sediment
inundation near Magelang road is shown by Figure
13, in which two courses of Putih River reach are
described, one is the old stream course before debris
flow of Merapi 2010 eruption which is represented by
a dashed line, and another one is the new stream
course after the debris flow of Merapi 2010 eruption
represented by a continuous line. One of the public facility vulnerable toward Putih
River debris flow is Magelang public road located
upstream of PU-C2 (Gempol). An image of sediment
inundation near Magelang road is shown by Figure
13, in which two courses of Putih River reach are
described, one is the old stream course before debris
flow of Merapi 2010 eruption which is represented by
a dashed line, and another one is the new stream
course after the debris flow of Merapi 2010 eruption
represented by a continuous line. Based on the simulation results of debris flow
modeling until t = 210 minutes, the overtopping of
water and sediment to the river side is not visually
observed. Meanwhile, the velocity of water flow and
sediment flow from simulation result is still too low
compared to the field event. From the recorded event,
when a lahar was triggered by a rainfall in the
upstream of Putih River, the lahar flow reached the
downstream near Magelang road within 1 hour (60
minutes). However, the simulation results show that
the travel of water and sediment took 2 hour (120
minutes) to arrive at the downstream area near
Magelang road. According to the field report of debris flow
occurrence prior to Merapi eruption in October- 132 Journal of the Civil Engineering Forum Journal of the Civil Engineering Forum Vol. 3 No. 3 (September 2017) Flow
Simulation
SIMLAR
Version
1.0.211],
Yogyakarta: Sabo Office. 6.2 Recommendations Of all the research results, there are several
recommendation for a better future research: Miyata, S., 2014. Manuals of Simulation Program for
GIS Based Rainfall-Runoff Model, Kyoto: DPRI
Kyoto University. a) The rainfall-runoff model should be applied on
basins with different topography and stream
structure, such as basins with finer slope and more
stream tributaries. Mori, K., Ishii, H., Somatani, A. & Hatakeyama, A.,
2003. Hidrologi untuk Pengairan [Manual on
Hydrology]. 9th ed. Jakarta: Paradnya Paramita. b) The radar-derived rainfall data should be applied
as rainfall input in order to produce a spatially
better result. Musthofa, A., 2014. Simulasi Banjir Bandang untuk
Peringatan Dini dan Bahaya, Yogyakarta: Gadjah
Mada University. c) A hydrodynamic modeling of lahar flow using
DEM with smaller resolution should be conducted
to have a more accurate result. Rosgen, D. L., 1994. A classification of natural rivers. Catena, 22(2), pp. 169 - 199. d) A longer duration of hydrodynamic modeling of
lahar flow should be conducted to observe the
longer debris flow propagation over a stream
reach. d) A longer duration of hydrodynamic modeling of
lahar flow should be conducted to observe the
longer debris flow propagation over a stream
reach. Shusuke, M., Masaharu, F., Takuji, T. & Tsujimoto,
H., 2014. Flash Flood due to Local and Intensive
Rainfall in an Alpine Catchment. Nara, International
Sabo Association. Several conclusions of this research are: Several conclusions of this research are: a) Infiltration rate affects the magnitude of flow
discharge. The higher infiltration rate, the lower
the resulted runoff flow discharge. Infiltration rate
also affects the shape and peaks hydrograph Koren, V. et al., 2005. Evaluation of a grid-based
distributed model over a large area. BrazIAHS
Scientific Assembly. b) Manning’s n value affects the flow velocity. The
small Manning’s n value results in fast-
accumulated flow and high discharge. Liu, J., Feng, J. & Otache, M. Y., 2009. A grid-based
kinematic distributed hydrological model for digital
river basin. In Advances in Water Resources and
Hydraulic
Engineering. Heidelberg
ed. Berlin:
Springer. c) Rainfall intensity dominantly affects the typical
hydrograph, yet, the effect of rainfall intensity
toward the hydrograph parameter is different from
one rainfall intensity and other intensities. Miyata, S., 2014. Manuals of Simulation Program for
GIS Based Rainfall-Runoff Model, Kyoto: Kyoto
University. 6.1 Conclusions Hardjosuwarno,
S. et
al.,
2012. Panduan
Pengoperasian Program Simulasi 2D Banjir Debris
Veris 1.0.2011. Yogyakarta: Balai Sabo Yogyakarta. Journal of the Civil Engineering Forum Four cross-sectional stream profiles (CS 1, CS 2, CS
3, and CS 4) at the Putih River reach which intersects
Magelang public road are extracted to observe the
effect of sediment erosion and inundation near the
vulnerable public road. Figure 14 shows the riverbed
changes due to sediment erosion and sediment
inundation at the specified cross-sectional stream
profiles. The cross-sectional stream profiles are
extracted at t = 180 minutes and t = 210 minutes only
based on the time the sediment flow has reached the
Magelang road. 385
386
387
388
10
30
50
70
Elevation (m)
m
CS 1
initial bed
t = 180 minutes
t = 210 minutes Figure 14. Riverbed change due to sediment at CS 1, CS 2, CS 3, and CS 4. 385
386
387
388
10
30
50
70
Elevation (m)
m
CS 1
initial bed
t = 180 minutes
t = 210 minutes
382
383
384
385
40
60
80
100
120
Elevation (m)
m
CS 2
initial bed
t = 180 minutes
t = 210 minutes
384
385
386
387
10
20
30
40
50
60
Elevation (m)
m
CS 3
initial bed
t = 180 minutes
t = 210 minutes
383
384
385
386
5
25
45
65
Elevation (m)
m
CS 4
initial bed
t = 180 minutes
t = 210 minutes 382
383
384
385
40
60
80
100
120
Elevation (m)
m
CS 2
initial bed
t = 180 minutes
t = 210 minutes 383
384
385
386
5
25
45
65
Elevation (m)
m
CS 4
initial bed
t = 180 minutes
t = 210 minutes 384
385
386
387
10
20
30
40
50
60
Elevation (m)
m
CS 3
initial bed
t = 180 minutes
t = 210 minutes Figure 14. Riverbed change due to sediment at CS 1, CS 2, CS 3, and CS 4. 133 REFERENCES Chow, V. T., Maidment, D. R. & Mays, L. W., 1988. Applied Hydrology. New York: McGraw-Hill, Inc.. SID Jumoyo, 2015. Sistem Informasi Desa (SID)
Jumoyo, Kecamatan Salam, Kabupaten Magelang. [Online]
Available
at:
http://jumoyo-magelang.sid.web.id
[Accessed June 2017]. Delson, 2012. Kajian Lahar Hujan Kali Putih Setelah
Letusan Gunungapi Merapi 2010 [Study on Lahar at
Putih River after Merapi Eruption 2010], Yogyakarta:
Faculty of Engineering, Universitaws Gadjah Mada. Widowati, A. A. P., 2015. Pengaruh Modifikasi
Resolusi Spasial DEM Terhadap Sebaran Sedimen
Hasil Simulasi Aliran Lahar Menggunakan SIMLAR
v1.0 pada Sungai Kali Putih [Effect of DEM
Resolution Modification on Deposited Sediment using
SIMLAR
v1.0
in
Putih
River],
Yogyakarta:
Undergraduate Thesis, Faculty of Engineering,
Universitas Gadjah Mada. Engman, E. T., 1986. Roughness coefficients for
routing surface runoff. Journal of Irrigation Drainage
Engineering, 112(1), pp. 39-53. Hardjosuwarno,
S. et
al.,
2012. Panduan
Pengoperasian Program Simulasi 2D Banjir Debris
SIMLAR Veris 1.0.2011 [Guideline fo 2Dr Debris 134
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English
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Publisher Correction: Geochemical constraints on the Hadean environment from mineral fingerprints of prokaryotes
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Scientific reports
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1University of Campinas, Institute of Geosciences, Campinas, 13083-970, Brazil. 2University of Concepción, Institute
of Applied Economic Geology, Concepción, Casilla, 160-C, Chile. 3University of Campinas, School of Civil Engineering,
Architecture and Urban Design, Campinas, 13083-889, Brazil. 4Universidad de Buenos Aires, Facultad de Ciencias
Exactas y Naturales, Buenos Aires, C1428EHA, Argentina. 5CONICET-Universidad de Buenos Aires, Instituto de
Astronomía y Física del Espacio (IAFE), Buenos Aires, C1428ZAA, Argentina. 6University of Colorado, Boulder, 80302,
USA. 7Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Potsdam, 14473, Germany. 8André
Tosello Institute, Campinas, 13087-010, Brazil. Correspondence and requests for materials should be addressed to
A.A.N. (email: Alexey.Novoselov@udec.cl) www.nature.com/scientificreports www.nature.com/scientificreports www.nature.com/scientificreports Publisher Correction: Geochemical
constraints on the Hadean
environment from mineral
fingerprints of prokaryotes
Alexey A. Novoselov1,2, Dailto Silva1, Jerusa Schneider 3, Ximena Celeste Abrevaya4,5,
Michael S. Chaffin6, Paloma Serrano7, Margareth Sugano Navarro1, Maria Josiane Conti8 &
Carlos Roberto de Souza Filho1
Correction to: Scientific Reports https://doi.org/10.1038/s41598-017-04161-2, published online 21 June 2017h
lished: xx xx xxxx
OPEN Publisher Correction: Geochemical
constraints on the Hadean
environment from mineral
fingerprints of prokaryotes
x
OPEN Published: xx xx xxxx Alexey A. Novoselov1,2, Dailto Silva1, Jerusa Schneider 3, Ximena Celeste Abrevaya4,5,
Michael S. Chaffin6, Paloma Serrano7, Margareth Sugano Navarro1, Maria Josiane Conti8 &
Carlos Roberto de Souza Filho1 Correction to: Scientific Reports https://doi.org/10.1038/s41598-017-04161-2, published online 21 June 2017 This Article contains an error in Equation 9. =
−
+
∑
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z
Affinity
(z
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1i
2i
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should read:
z
z
Affinity
(z
z )
i
1
2
1i
2i
2
=
−
=
∑
− =
−
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∑
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(z
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should read:
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1
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∑
− 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 Cre-
ative Commons license, and indicate if changes were made. The images or other third party material in this
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mitted 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/. © The Author(s) 2018 1University of Campinas, Institute of Geosciences, Campinas, 13083-970, Brazil. 2University of Concepción, Institute
of Applied Economic Geology, Concepción, Casilla, 160-C, Chile. 3University of Campinas, School of Civil Engineering,
Architecture and Urban Design, Campinas, 13083-889, Brazil. 4Universidad de Buenos Aires, Facultad de Ciencias
Exactas y Naturales, Buenos Aires, C1428EHA, Argentina. 5CONICET-Universidad de Buenos Aires, Instituto de
Astronomía y Física del Espacio (IAFE), Buenos Aires, C1428ZAA, Argentina. 6University of Colorado, Boulder, 80302,
USA. 7Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Potsdam, 14473, Germany. 8André
Tosello Institute, Campinas, 13087-010, Brazil. Correspondence and requests for materials should be addressed to
A.A.N. (email: Alexey.Novoselov@udec.cl) 1University of Campinas, Institute of Geosciences, Campinas, 13083-970, Brazil. 2University of Concepción, Institute
of Applied Economic Geology, Concepción, Casilla, 160-C, Chile. 3University of Campinas, School of Civil Engineering,
Architecture and Urban Design, Campinas, 13083-889, Brazil. Publisher Correction: Geochemical
constraints on the Hadean
environment from mineral
fingerprints of prokaryotes
x
OPEN 4Universidad de Buenos Aires, Facultad de Ciencias
Exactas y Naturales, Buenos Aires, C1428EHA, Argentina. 5CONICET-Universidad de Buenos Aires, Instituto de
Astronomía y Física del Espacio (IAFE), Buenos Aires, C1428ZAA, Argentina. 6University of Colorado, Boulder, 80302,
USA. 7Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Potsdam, 14473, Germany. 8André
Tosello Institute, Campinas, 13087-010, Brazil. Correspondence and requests for materials should be addressed to
A.A.N. (email: Alexey.Novoselov@udec.cl) SCIentIfIC REPOrtS | (2018) 8:4790 | DOI:10.1038/s41598-018-23130-x SCIentIfIC REPOrtS | (2018) 8:4790 | DOI:10.1038/s41598-018-23130-x 1
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https://openalex.org/W4286274224
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https://zenodo.org/records/6868836/files/Accuracy%20assessment%20of%20marker%20recognition%20using%20ultra%20wide%20angle%20camera.pdf
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English
| null |
Accuracy assessment of marker recognition using ultra wide angle camera
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Technology audit and production reserves
| 2,022
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cc-by
| 4,656
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1. Introduction to the no need to use additional equipment, its comfortable
ergonomics, wide range of provided features, and variety of
tools for software development for this device [3]. Despite
all the advantages, Microsoft HoloLens 2 has limitations. Both design flaws of device and drawbacks of AR tech
nology itself make the Microsoft HoloLens 2 ineffective
to be applicable in certain scenarios. The modern state of augmented reality (AR) technology
allows it usage in various fields of human activity, including
medicine. AR makes it possible to interact with virtual
objects in the real world. In this way, AR technology is
more attractive compare to virtual reality when used in
applications for medical visualization [1]. Tracking method used in Microsoft HoloLens 2 is inside-
out tracking. Only those cameras and sensors that are built
into the device itself provide information on the orienta
tion of the device in the real world. In order to provide
update of spatial relationships of virtual and real objects,
such method needs information from the tracking of fidu
cial markers attached in the real scene. Fiducial markers
provide unambiguous identification of object position and
pose in three-dimensional space [4, 5]. The most widely used cases of AR technology in medi
cine are the visualization of the patient’s state indicators
during examination and the visualization of surgical in
strument positions during surgery. For mentioned cases, the output can be provided into
medical card helmet, interactive MRI scan, and any other
device with AR technology on board. Conventional smart
phone, tablet, and even computers with plugged camera can
be used as AR devices to superimpose virtual objects onto
physical objects in real space. However, the most convenient
in case of visualization for medical purposes is usage of
special helmets or head mounted displays. They do not
take up hands and the imposition of information on the
user’s field of view (FoV) allows users to immerse fully in
the process of interaction with augmented objects [2, 3]. According to the manufacturer information, the mono
scopic camera of Microsoft HoloLens 2 covers 52 degrees [6],
while the FoV of user, excluding the rotation of the eyes
and peripheral vision, is 114 degrees [7]. In practice, us
age of mentioned monoscopic camera results in a small
area beyond which interaction with virtual objects are not
possible. INFORMATION TECHNOLOGIES INFORMATION TECHNOLOGIES UDC 004.932:616-073.756.8
DOI: 10.15587/2706-5448.2022.259068
Article type «Reports on Research Projects» UDC 004.932:616-073.756.8
DOI: 10.15587/2706-5448.2022.259068
Article type «Reports on Research Projects» UDC 004.932:616-073.756.8
DOI: 10.15587/2706-5448.2022.259068
Article type «Reports on Research Projects» How to cite Alkhimova, S., Davydovych, I. (2022). Accuracy assessment of marker recognition using ultra wide angle camera. Technology Audit and Production Reserves,
3 (2 (65)), 6–10. doi: http://doi.org/10.15587/2706-5448.2022.259068 Alkhimova, S., Davydovych, I. (2022). Accuracy assessment of marker recognition using ultra wide angle camera. Technology Audit and Production Reserves,
3 (2 (65)), 6–10. doi: http://doi.org/10.15587/2706-5448.2022.259068 ACCURACY ASSESSMENT OF MARKER
RECOGNITION USING ULTRA WIDE
ANGLE CAMERA Head mounted displays may provide an attractive alternative to traditional surgery naviga
tion systems because allow users to stand at the first point of view and interact with objects in their surroundings
naturally. Thus, the object of research in this study is recognition accuracy of fiducial markers in zones where ultra-
wide angle camera distort the most. This is motivated by the need to increase user workspace for interaction with
markers compare to the workspace provided with such popular augmented reality device as Microsoft HoloLens 2. In this study, the recognition accuracy is evaluated using ArUco square markers with taking into account different
marker sizes and their positions in the camera view space. The marker positions include the center of the camera view
space as well as such zones where lenses distort the most as top left, top right, bottom left, and bottom right corners. Obtained results show that recognition accuracy is good enough to be applicable for surgical navigation and In this study, the recognition accuracy is evaluated using ArUco square markers with taking into account different
marker sizes and their positions in the camera view space. The marker positions include the center of the camera view
space as well as such zones where lenses distort the most as top left, top right, bottom left, and bottom right corners. Obtained results show that recognition accuracy is good enough to be applicable for surgical navigation and
failures referred to the distortion occurs are available in less than 0.2 % of all cases. This gives a possibility to
increase workspace for interaction with markers compare to the Microsoft HoloLens 2. At the same time, the
workspace for interaction could not reach the actual view space of the camera since recognition fails in cases
where marker’s body is partially visible in the captured image (i. e., marker position is at the image boundaries). Keywords: augmented reality, marker recognition, ArUco fiducial markers, recognition accuracy, surgical navi
gation, ultra-wide angle camera. Received date: 30.04.2022
Accepted date: 11.06.2022
Published date: 16.06.2022 © The Author(s) 2022
This is an open access article
under the Creative Commons CC BY license How to cite
Alkhimova, S., Davydovych, I. (2022). Accuracy assessment of marker recognition using ultra wide angle camera. Technology Audit and Production Reserves,
3 (2 (65)), 6–10. doi: http://doi.org/10.15587/2706-5448.2022.259068 TECHNOLOGY AUDIT AND PRODUCTION RESERVES — № 3/2(65), 2022 ACCURACY ASSESSMENT OF MARKER
RECOGNITION USING ULTRA WIDE
ANGLE CAMERA Svitlana Alkhimova,
Illia Davydovych Modern devices that support augmented reality technology are widely used in various fields of human activity,
including medicine. Head mounted displays may provide an attractive alternative to traditional surgery naviga
tion systems because allow users to stand at the first point of view and interact with objects in their surroundings
naturally. Thus, the object of research in this study is recognition accuracy of fiducial markers in zones where ultra-
wide angle camera distort the most. This is motivated by the need to increase user workspace for interaction with
markers compare to the workspace provided with such popular augmented reality device as Microsoft HoloLens 2. h
d
h
l
d
k
h
k
d Modern devices that support augmented reality technology are widely used in various fields of human activity,
including medicine. Head mounted displays may provide an attractive alternative to traditional surgery naviga
tion systems because allow users to stand at the first point of view and interact with objects in their surroundings
naturally. Thus, the object of research in this study is recognition accuracy of fiducial markers in zones where ultra-
wide angle camera distort the most. This is motivated by the need to increase user workspace for interaction with
markers compare to the workspace provided with such popular augmented reality device as Microsoft HoloLens 2. In this study, the recognition accuracy is evaluated using ArUco square markers with taking into account different
marker sizes and their positions in the camera view space. The marker positions include the center of the camera view
space as well as such zones where lenses distort the most as top left, top right, bottom left, and bottom right corners. Obtained results show that recognition accuracy is good enough to be applicable for surgical navigation and
failures referred to the distortion occurs are available in less than 0.2 % of all cases. This gives a possibility to
increase workspace for interaction with markers compare to the Microsoft HoloLens 2. At the same time, the
workspace for interaction could not reach the actual view space of the camera since recognition fails in cases
where marker’s body is partially visible in the captured image (i. e., marker position is at the image boundaries). Keywords: augmented reality marker recognition ArUco fiducial markers recognition accuracy surgical navi including medicine. 2. Research methodology In this study, binary square fiducial markers were used as
visual markers to be recognized. The main advantage of such
markers is that camera pose can be obtained with only one
marker usage [13]. Moreover, binary square fiducial markers
are widely used in medical research and practice, as they are
simple, highly reliable, and multifunctional solution [14–16]. Of the factors mentioned above, usability of such aug
mented reality-based system as Microsoft HoloLens 2 will
benefit from an increased FoV and achieved a good enough
level of recognition accuracy of fiducial markers. Ultra-wide angle camera with high resolution can be
a solution to increase FoV. Such a camera has a lens
whose focal length is shorter than 24 mm in full-frame
equivalent FoV. Depending on the shape and location of
the lens group, the angle of view can range from 52 to
180 degrees (Fig. 1). ArUco library is an open source popular library for
detection of square fiducial markers. ArUco library is an
open source popular library for detection of square fiducial
markers [17]. ArUco library was chosen as it has high
accuracy of recognition on all three axes of the Cartesian
plane and faster than similar tools for markers detection. This choice also provides compliance with the hardware
capabilities of AR devices (i. e., most of them are not
equipped with any sensors other than cameras). At the same time, usage of ultra-wide angle cameras pro
vides images that usually suffer from distortions. Distortion
of the geometry and proportions of the objects at the image
can affect the accuracy of recognition [10, 11]. However,
these defects can be corrected. The most common way to
get rid of distortions is to calibrate the internal parameters
of the camera with the help of calibration boards [12]. The
disadvantages are that calibration should be performed in
dividually for each camera, requires additional time and
availability of appropriate software. The ArUco library includes several dictionaries contain
ing sets of tokens with different numbers of bits. Having
a smaller bit size helps to identify markers better for cases
when marker size in image is too small, but a larger bit
size can help to get position in three-dimensional space
more accurately [13]. Therefore, the object of research in this study is recogni
tion accuracy of fiducial markers in AR-based system ap
plicable for surgical navigation. INFORMATION AND CONTROL SYSTEMS:
INFORMATION TECHNOLOGIES have a lower resolution of the light-sensitive matrix compared
to monoscopic camera. This leads to obtaining of a lower
level of recognition accuracy of fiducial markers [8, 9]. 1. Introduction Presence of two pairs of stereoscopic cameras on
the glasses sides could solve the issue with a small FoV. However, stereoscopic cameras of Microsoft HoloLens 2 The most commercially successful AR device is the
Microsoft HoloLens 2 (Microsoft Corporation, USA) due TECHNOLOGY AUDIT AND PRODUCTION RESERVES — № 3/2(65), 2022 6 ISSN 2664-9969 INFORMATION AND CONTROL SYSTEMS:
INFORMATION TECHNOLOGIES INFORMATION AND CONTROL SYSTEMS:
INFORMATION TECHNOLOGIES ISSN 2664-9969 For experiments A and B where the same bit size of
markers were used, better recognition accuracy (by 5.4 %
on average) was observed for markers with larger physical
sizes. For experiments B and C where the same physical
size of markers were used, better recognition accuracy (by
6.2 % on average) was observed for markers with smaller
bit sizes. It can be explained as captured images of markers
with different physical sizes have different resolution in
case the markers have the same position and at a fixed
distance from the camera. This, in its turn, could lead
to loss of information on some marker’s details or ele
ments of inner binary matrix may not be clear in the
captured image. In these experiments, the ultra-wide angle camera was
represented by the 8MP ultra-wide angle camera of Xiao
mi Redmi Note 8 Pro (Xiaomi Inc., China). The camera
properties are: f/2.2 aperture, 13 mm focal length (FoV
is 120 degrees), 1/4.0″ diagonal light-sensitive matrix,
1.12 μm pixel size. Distance from the camera position to the markers position
was restricted to 70 cm. This value was taken from [18]. It is based on the assumption that interaction with the
object to which the markers are applied is constrained by
anthropometric and biomechanical limits (i. e., the maximal
distance an average individual is able to reach forward
from shoulder to fingertip). The analysis of the images with failed recognition showed
that most of the failures occurred because of lighting is
sues, i. e., due to insufficient illumination of the scene
or presence of glare from lighting on the marker surface. The other significant part of failures was referred to the
cases where only part of the fiducial marker was visible
in the image. As any specific preprocessing for distortion
correction was not applied to the images extracted from
the video files, few recognition failures were referred to
the distortion occurs (i. e., less than 0.2 % of all cases). To find out failed recognition cases due to the distortion
presence, correction algorithm was applied to the input
images copied beforehand. The OpenCV module was utilized
to provide radial and tangential correction. Coefficients of
radial and tangential were determined from the calibration
data obtained before the experiments. INFORMATION AND CONTROL SYSTEMS:
INFORMATION TECHNOLOGIES Difference between
the initial recognition rate and the rated obtained on the
corrected data was considered as a measure of failed cases
referred the distortion occurs. In each experiment, video data were collected from scenes
with markers placed in the FoV of the camera in five diffe
rent positions (i. e., in the center, top left, top right, bottom
left, and bottom right corners of the camera view space). The position of the camera was fixed for all experiments. In each experiment, video data were collected from scenes
with markers placed in the FoV of the camera in five diffe
rent positions (i. e., in the center, top left, top right, bottom
left, and bottom right corners of the camera view space). The position of the camera was fixed for all experiments. Since the current study is interested in analyzing a re
cognition accuracy of fiducial markers in AR-based system
applicable for surgical navigation, interaction with individual
components in such system is an important aspect for its
operator. Therefore, operator interacted with markers and
rotated them in any direction during the video record
ing process. Video record lasted about 2 minutes for each
marker position. In total, 15 videos were recorded. Since the current study is interested in analyzing a re
cognition accuracy of fiducial markers in AR-based system
applicable for surgical navigation, interaction with individual
components in such system is an important aspect for its
operator. Therefore, operator interacted with markers and
rotated them in any direction during the video record
ing process. Video record lasted about 2 minutes for each
marker position. In total, 15 videos were recorded. The marker recognition was implemented using Python
programming language (version 3.9.1), OpenCV open-source
computer vision library (version 4.5.5), and cv2.aruco mo
dule [13]. The program input was images previously extracted
from the video files. In case of success recognition, the pro
gram saved the coordinates of marker’s corners and center
to be used to confirm marker recognition. The processed
images also were saved at the program output. Images with
failed marker recognition were marked and saved separately. In order for the marker to be successfully recognized,
it should be positioned on white-light background or have
white border around the marker to enable detection. 2. Research methodology Different physical sizes and number of bits of markers
were used in this study to assess their possible impact
on the recognition accuracy (Fig. 2). Experiments were
conducted with markers that have 4×4 bits and 3×3 cm
physical sizes (Experiment A), 4×4 bits and 5×5 cm physi
cal sizes (Experiment B), 7×7 bits and 5×5 cm physical
sizes (Experiment C). The aim of this research is to analyze a recognition
accuracy of fiducial markers in zones where ultra-wide-
angle camera distort the most with taking into account
different marker sizes. a
b
Fig. 1. Comparison of captures images by wide angle and ultra-wide angle camera: a – example of an image from monoscopic camera of Microsoft
HoloLens 2 (FoV is 52 degrees); b – example of an image from 8MP camera of Xiaomi Redmi Note 8 Pro (FoV is 120 degrees) Fig. 1. Comparison of captures images by wide angle and ultra-wide angle camera: a – example of an image from monoscopic camera of Microsoft
HoloLens 2 (FoV is 52 degrees); b – example of an image from 8MP camera of Xiaomi Redmi Note 8 Pro (FoV is 120 degrees) a
b
c
Fig. 2. Markers used in this study: a – marker with 4×4 bits and 3×3 cm physical sizes (Experiment A); b – marker with 4×4 bits and 5×5 cm
physical sizes (Experiment B); c – marker with 7×7 bits and 5×5 cm physical sizes (Experiment C) Fig. 2. Markers used in this study: a – marker with 4×4 bits and 3×3 cm physical sizes (Experiment A); b – marker with 4×4 bits and 5×5 cm
physical sizes (Experiment B); c – marker with 7×7 bits and 5×5 cm physical sizes (Experiment C) used in this study: a – marker with 4×4 bits and 3×3 cm physical sizes (Experiment A); b – marker with 4×4 bits and 5×5 cm
physical sizes (Experiment B); c – marker with 7×7 bits and 5×5 cm physical sizes (Experiment C) Fig. 2. Markers used in this study: a – marker with 4×4 bits and 3×3 cm physical sizes (Experiment A); b – marker wi
physical sizes (Experiment B); c – marker with 7×7 bits and 5×5 cm physical sizes (Experiment C TECHNOLOGY AUDIT AND PRODUCTION RESERVES — № 3/2(65), 2022 TECHNOLOGY AUDIT AND PRODUCTION RESERVES — № 3/2(65), 2022 TECHNOLOGY AUDIT AND PRODUCTION RESERVES — № 3/2(65), 2022 7 INFORMATION AND CONTROL SYSTEMS:
INFORMATION TECHNOLOGIES In
addition, the white elements of inner binary matrix of the
marker should have good contrast respect to the black frame
and the marker’s body should be fully visible in the image. Among the mentioned issues related to markers recogni
tion failures, the cases caused due to insufficient illumina
tion can be solved through applying algorithms of exposure
compensation and the cases caused due to distortion occurs
can be solved through calibration procedure with further
applying of distortion correction algorithms. As for the
cases caused due to the image contained only part of the
marker, possibility to increase the recognition rate is com
plicated by the lack of built-in methods to process markers
partially visible in the image. For this reason, the workspace
for interaction with markers is smaller than the actual
view space provided by the ultra-wide angle camera (i. e.,
by 15.85 % smaller for markers that have 3×3 cm physi
cal sizes and by 25.96 % smaller for markers that have
5×5 cm physical sizes in our experiments). In order for the marker to be successfully recognized,
it should be positioned on white-light background or have
white border around the marker to enable detection. In
addition, the white elements of inner binary matrix of the
marker should have good contrast respect to the black frame
and the marker’s body should be fully visible in the image. A
h
i
d i
l
d
k
i 3. Research results and discussion The recognition accuracy was calculated as the frac
tion of the number of images with recognized marker to
the total number of images with certain marker position
in given experiment. Table 1 lists the recognition accuracy of the markers
by experiments. In all three experiments, the used algo
rithm successfully recognized most of markers in images
captured by ultra-wide angle camera. Table 1 Table 1
Markers recognition accuracy by experiments, %
Position
Experiment A
Experiment B
Experiment C
center
91.8
93.1
89.4
up right
71.7
74.0
72.0
up left
82.4
89.8
84.6
down right
75.0
89.8
78.1
down left
84.1
85.4
76.9 Markers recognition accuracy by experiments, % TECHNOLOGY AUDIT AND PRODUCTION RESERVES — № 3/2(65), 2022 References 1. Vassallo, R., Rankin, A., Chen, E. C., Peters, T. M. (2017,
March). Hologram stability evaluation for Microsoft HoloLens. Medical Imaging 2017: Image Perception, Observer Performance,
and Technology Assessment, 10136, 295–300. doi: http://doi.org/
10.1117/12.2255831 1. Vassallo, R., Rankin, A., Chen, E. C., Peters, T. M. (2017,
March). Hologram stability evaluation for Microsoft HoloLens. Medical Imaging 2017: Image Perception, Observer Performance,
and Technology Assessment, 10136, 295–300. doi: http://doi.org/
10.1117/12.2255831 2. Eckert, M., Volmerg, J. S., Friedrich, C. M. (2019). Augmented
Reality in Medicine: Systematic and Bibliographic Review. JMIR mHealth and uHealth, 7 (4), e10967. doi: http://doi.org/
10.2196/10967 3. Moro, C., Phelps, C., Redmond, P., Stromberga, Z. (2020). HoloLens and mobile augmented reality in medical and health
science education: A randomised controlled trial. British Journal
of Educational Technology, 52 (2), 680–694. doi: http://doi.org/
10.1111/bjet.13049 Despite its contributions, this study has some limitations
to be considered. First, let’s use data collected under the
same lighting conditions. Poor lighting conditions affect
the result of the marker recognition. Especially, it happens
when final texture or geometry of marker in the image
gets corrupted. Second, this study has taken into account
only 2D ArUco markers. Usage of 3D cube with an ArUco
marker attached to each side of the cube can affect the
recognition accuracy as angle between the camera plane
and the marker plane does not exceed 45 degrees. Finally,
our study did not compare results of marker recognition
from different commercial or open-source software, which
can be applied for that. Only OpenCV library was used. 4. Olson, E. (2011). AprilTag: A robust and flexible visual fi
ducial system. 2011 IEEE international conference on robo
tics and automation, 3400–3407. doi: http://doi.org/10.1109/
icra.2011.5979561 5. Romero-Ramirez, F. J., Mu oz-Salinas, R., Medina-Carnicer, R. (2018). Speeded up detection of squared fiducial markers. Image
and Vision Computing, 76, 38–47. doi: http://doi.org/10.1016/
j.imavis.2018.05.004 6. Microsoft: Learn about HoloLens 2 features and review technical
specs. Available at: https://www.microsoft.com/en-us/hololens/
hardware Last accessed: 20.05.2022 7. Howard, I. P., Rogers, B. J. (1995). Binocular vision and stereopsis. Oxford psychology series No. 29. Oxford University Press, 736. doi: https://doi.org/10.1093/acprof:oso/9780195084764.001.0001 In the future, it is necessary to further examine recogni
tion accuracy at the image boundaries and find a way to
expand the workspace for interaction with fiducial markers
close to the maximum possible. 8. Brand, M., Wulff, L. A., Hamdani, Y., Sch ppstuhl, T. (2020). References Accuracy of Marker Tracking on an Optical See-Through Head
Mounted Display. Annals of Scientific Society for Assembly, Handl
ing and Industrial Robotics. Vieweg, Berlin, Heidelberg: Springer,
21–31. doi: http://doi.org/10.1007/978-3-662-61755-7_3 Markers recognition accuracy by experiments, % Since usage of ultra-wide angle camera aims to solve
difficulties related to limited workspace in AR-based system,
distribution of failed recognition cases where the fiducial
marker left the workspace (i. e., partially visible in the
image) was analyzed separately (Fig. 3). Regardless of the physical sizes and number of bits of
markers, the recognition accuracy in the center of image
is on average higher than in the corners. The recognition
accuracy in the corners relative to the center of image
degrades by 13.5 %, 8.35 %, and 11.5 % on average in
Experiment A, B, and C, respectively. The results of this analysis revealed that despite the
limited workspace, interaction with marker placed in the
corners of the camera view space leads to cases where
only part of the fiducial marker was visible in the image. On average, the mentioned factor reached 20.47 % of the
total number of all unrecognized cases. TECHNOLOGY AUDIT AND PRODUCTION RESERVES — № 3/2(65), 2022 8 8 ISSN 2664-9969 INFORMATION AND CONTROL SYSTEMS:
INFORMATION TECHNOLOGIES INFORMATION TECHNOLOGIES
Fig. 3. Distribution of failed recognition cases where only part of the fiducial marker was visible in the image:
a – Experiment A; b – Experiment B; c – Experiment C
a
b
c a Fig. 3. Distribution of failed recognition cases where only part of the fiducial marker was visible in the image:
a – Experiment A; b – Experiment B; c – Experiment C There was a noticeable increase in the percentage of
failed recognition cases where the fiducial marker crossed
the right side of workspace and was partially visible in
the image. Right-side cases occurred more than 2.15 times
often than lift-side cases. It can be explained by biome
chanical impact during the interaction with marker, as
operator was right-handed person. Since a movement to
the left side by the right hand would be farther than
reaching to the right side, it was more easer to cross the
right side of workspace for the right-handed operator. TECHNOLOGY AUDIT AND PRODUCTION RESERVES — № 3/2(65), 2022 4. Conclusions 9. Thabit, A., Niessen, W. J., Wolvius, E. B., van Walsum, T. (2022). Evaluation of marker tracking using mono and stereo vision in
Microsoft HoloLens for surgical navigation. Medical Imaging
2022: Image-Guided Procedures, Robotic Interventions, and Mo
deling, 12034, 253–262. doi: http://doi.org/10.1117/12.2607262 In this study, we evaluated recognition accuracy of
fiducial markers in zones where ultra-wide angle came
ra distort the most with taking into account different
marker sizes. 10. Zhao, H., Ying, X., Shi, Y., Tong, X., Wen, J., Zha, H. (2020). RDCFace: radial distortion correction for face recognition. Proceedings of the IEEE/CVF Conference on Computer Vision
and Pattern Recognition, 7721–7730. doi: http://doi.org/10.1109/
cvpr42600.2020.00774 It is possible to conclude that the proposed usage of
ultra-wide-angle camera is feasible for fiducial markers
recognition in AR-based system applicable for surgical
navigation. The accuracy that could be achieved in dis
tortion zones of ultra-wide angle camera is sufficient in
case where marker’s body is fully visible in the captured
image. The recognition failures referred to the distortion
occurs were less than 0.2 % of all cases. However, issues
of failed recognition of makers partially visible in the
image reduce the workspace for interaction with fiducial
markers compare to the actual view space provided by
the ultra-wide angle camera. 11. Miki, D., Abe, S., Chen, S., Demachi, K. (2020). Robust human
motion recognition from wide-angle images for video surveillance
in nuclear power plants. Mechanical Engineering Journal, 7 (3),
19–00533–19–00533. doi: http://doi.org/10.1299/mej.19-00533 12. Remondino, F., Fraser, C. (2006). Digital camera calibration
methods: considerations and comparisons. International Archives
of the Photogrammetry, Remote Sensing and Spatial Informa
tion Sciences, 36 (5), 266–272. doi: https://doi.org/10.3929/
ethz-b-000158067 TECHNOLOGY AUDIT AND PRODUCTION RESERVES — № 3/2(65), 2022 9 9 *Corresponding author TECHNOLOGY AUDIT AND PRODUCTION RESERVES — № 3/2(65), 2022 INFORMATION AND CONTROL SYSTEMS:
INFORMATION TECHNOLOGIES ISSN 2664-9969 Recognition, 47 (6), 2280–2292. doi: http://doi.org/10.1016/
j.patcog.2014.01.005 Recognition, 47 (6), 2280–2292. doi: http://doi.org/10.1016/
j.patcog.2014.01.005 13. OpenCV: Tutorials for contrib modules. Detection of ArUco
Markers. Available at: https://docs.opencv.org/4.x/d5/dae/tuto
rial_aruco_detection.html Last accessed: 20.05.2022 18. Looker, J., Garvey, T. (2015). Reaching for Holograms: Assess
ing the Ergonomics of the Microsoft™ Hololens™ 3D Gesture
Known as the «Air Tap». Proceedings from International Design
Congress. Gwangju: KSDS, 504–511. 14. Liu, X., Plishker, W., Shekhar, R. (2021). Hybrid electromag
netic-ArUco tracking of laparoscopic ultrasound transducer in
laparoscopic video. Journal of Medical Imaging, 8 (1). doi: http://
doi.org/10.1117/1.jmi.8.1.015001 15. O
dal, P., Heczko, D., Vysock , A., Mlotek, J., Nov k, P.,
Virgala, I. et. al. (2020). Improved Pose Estimation of Aruco
Tags Using a Novel 3D Placement Strategy. Sensors, 20 (17),
4825. doi: http://doi.org/10.3390/s20174825 Svitlana Alkhimova, PhD, Department of Biomedical Cyberne *Svitlana Alkhimova, PhD, Department of Biomedical Cyberne
tics, National Technical University of Ukraine «Igor Sikorsky Kyiv
Polytechnic Institute», Kyiv, Ukraine, ORCID: http://orcid.org/0000- *Svitlana Alkhimova, PhD, Department of Biomedical Cyberne
tics, National Technical University of Ukraine «Igor Sikorsky Kyiv
Polytechnic Institute», Kyiv, Ukraine, ORCID: http://orcid.org/0000-
0002-9749-7388, e-mail: alkhimova.svitlana@lll.kpi.ua tics, National Technical University of Ukraine «Igor Sikorsky Kyiv
Polytechnic Institute», Kyiv, Ukraine, ORCID: http://orcid.org/0000-
0002-9749-7388, e-mail: alkhimova.svitlana@lll.kpi.ua 16. Luzon, J. A., Stimec, B. V., Bakka, A. O., Edwin, B., Ignjatovic, D. (2020). Value of the surgeon’s sightline on hologram registra
tion and targeting in mixed reality. International Journal of
Computer Assisted Radiology and Surgery, 15 (12), 2027–2039. doi: http://doi.org/10.1007/s11548-020-02263-3 Illia Davydovych, Department of Biomedical Cybernetics, National
Technical University of Ukraine «Igor Sikorsky Kyiv Polytechnic
Institute», Kyiv, Ukraine, ORCID: https://orcid.org/0000-0001-
9987-8267 17. Garrido-Jurado, S., Mu oz-Salinas, R., Madrid-Cuevas, F. J.,
Mar n-Jim nez, M. J. (2014). Automatic generation and detec
tion of highly reliable fiducial markers under occlusion. Pattern TECHNOLOGY AUDIT AND PRODUCTION RESERVES — № 3/2(65), 2022 10
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https://openalex.org/W3040233034
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https://hal.science/hal-03322494/document
|
English
| null |
A Unified Theory of Human Judgements and Decision-Making under Uncertainty
|
Entropy
| 2,020
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cc-by
| 24,341
|
To cite this version: Raffaele Pisano, Sandro Sozzo. A unified theory of human judgements and decision-making under
uncertainty. Entropy, 2020, 22 (7), 738, 34 p. 10.3390/e22070738. hal-03322494 Distributed under a Creative Commons Attribution 4.0 International License Received: 6 June 2020; Accepted: 1 July 2020; Published: 3 July 2020 Abstract: Growing empirical evidence reveals that traditional set-theoretic structures cannot in
general be applied to cognitive phenomena. This has raised several problems, as illustrated,
for example, by probability judgement errors and decision-making (DM) errors. We propose
here a unified theoretical perspective which applies the mathematical formalism of quantum
theory in Hilbert space to cognitive domains. In this perspective, judgements and decisions are
described as intrinsically non-deterministic processes which involve a contextual interaction between
a conceptual entity and the cognitive context surrounding it. When a given phenomenon is considered,
the quantum-theoretic framework identifies entities, states, contexts, properties and outcome statistics,
and applies the mathematical formalism of quantum theory to model the considered phenomenon. We explain how the quantum-theoretic framework works in a variety of judgement and decision
situations where systematic and significant deviations from classicality occur. Keywords: quantum structures; concept theory; decision theory; cognitive fallacies; disjunction effect;
Ellsberg paradox; quantum modelling; historical perspectives Raffaele Pisano 1 and Sandro Sozzo 2,* 1
Institute of Electronics, Microelectronics and Nanotechnology (IEMN), Lille University,
Avenue Poincaré CS 60069, CEDEX, 59652 Villeneuve d’Ascq, France; raffaele.pisano@univ-lille.fr
2
School of Business and Centre for Quantum Social and Cognitive Science (IQSCS), University of Leicester,
University Road, Leicester LE1 7RH, UK
*
Correspondence: ss831@le.ac.uk; Tel.: +44-116-294-4692 1
Institute of Electronics, Microelectronics and Nanotechnology (IEMN), Lille University,
Avenue Poincaré CS 60069, CEDEX, 59652 Villeneuve d’Ascq, France; raffaele.pisano@univ-lille.fr
2
School of Business and Centre for Quantum Social and Cognitive Science (IQSCS), University of Leicester,
University Road, Leicester LE1 7RH, UK
*
Correspondence: ss831@le ac uk; Tel : +44 116 294 4692 y
*
Correspondence: ss831@le.ac.uk; Tel.: +44-116-294-4692 HAL Id: hal-03322494
https://hal.science/hal-03322494v1
Submitted on 20 May 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 entropy entropy Article Raffaele Pisano 1 and Sandro Sozzo 2,* (II)
for every E ∈A , E′ = S \ E ∈A ; (I)
S ∈A ; (III)
for every countable family {Ei ∈A }i∈N, ∪i∈NEi ∈A . 1. Introduction Set-theoretic algebraic structures, like Boolean algebras, are the building blocks of classical
(Boolean) logic and classical (Kolmogorovian) probability. It is, for example, well known that the
elementary connectives of conjunction, disjunction and negation in Boolean logic are represented
by the set-theoretic operations of intersection ∩, union ∪and complementation \, respectively. Similarly, conjunctions and disjunctions of two events are represented by the same set-theoretic
operations in Kolmogorovian probability theory [1–3]. Set-theoretic structures were originally used in classical physics and later applied to a variety of
disciplines, from psychology to economics, finance, computer science and statistics. This is why one
usually refers to them as “classical structures”. In particular, Kolmogorovian probability models
have characterized the experimental revolution which occurred in cognitive psychology in the
1970s [4]. In this regard, it is worth to briefly summarize the fundamental definitions and results of
Kolmogorovian probability theory that are needed for the scopes of the present paper. Let S ̸= ∅, let P(S ) be the power set of S , and let A ⊆P(S ). We say that A is a “σ-algebra”
if it satisfies the following properties: (I)
S ∈A ; (II)
for every E ∈A , E′ = S \ E ∈A ; (III)
for every countable family {Ei ∈A }i∈N, ∪i∈NEi ∈A . www.mdpi.com/journal/entropy Entropy 2020, 22, 738; doi:10.3390/e22070738 www.mdpi.com/journal/entropy 2 of 34 Entropy 2020, 22, 738 Entropy 2020, 22, 738 It straightly follows from the definition that, in a σ-algebra A , for every countable family
{Ei ∈A }i∈N, ∩i∈NEi ∈A . A σ-algebra A is in particular distributive, that is, for every E, F, G ∈A ,
E ∩(F ∪G) = (E ∩F) ∪(E ∩G) and E ∪(F ∩G) = (E ∪F) ∩(E ∪G). It then follows from
distributivity that, for every E, F ∈A , E = (E ∩F) ∪(E ∩F′). Let now S ̸= ∅, let A ⊆P(S ) be a σ-algebra, and let p : E ∈A 7→p(E) ∈[0, 1] be
an application over A . We say that p is a “normalized probability measure” if it satisfies the
following conditions: (1)
p(S ) = 1 (normalization); (2)
for every countable family {Ei ∈A }i∈N of pairwise disjoint sets, that is, Ei ∩Ej = ∅, i ̸= j,
p(∪i∈NEi) = ∑i∈N p(Ei) (additivity). 1. Introduction (2)
for every countable family {Ei ∈A }i∈N of pairwise disjoint sets, that is, Ei ∩Ej = ∅, i ̸= j,
p(∪i∈NEi) = ∑i∈N p(Ei) (additivity). The sets in A correspond to “events” of the real world. Conditions (1) and (2) were introduced by The sets in A correspond to “events” of the real world. Conditions (1) and (2) were introduced by
Kolmogorov, hence, the normalized probability measure p is called “Kolmogorovian probability” [1]. Then, let p : E ∈A 7→p(E) ∈[0, 1] be a Kolmogorovian probability, and let E, F ∈A ,
with p(E), p(F) ̸= 0. We define the “conditional probability” p(E|F) of E given F as Kolmogorov, hence, the normalized probability measure p is called “Kolmogorovian probability” [1]. Then, let p : E ∈A 7→p(E) ∈[0, 1] be a Kolmogorovian probability, and let E, F ∈A ,
with p(E), p(F) ̸= 0. We define the “conditional probability” p(E|F) of E given F as p(E|F) = p(E ∩F)
p(F)
. (1) (1) The conditional probability p(F|E) of F given E is defined in an analogous way, and the
“Bayes formula” p(F)p(E|F) = p(E ∩F) = p(F ∩E) = p(E)p(F|E)
(2) (2) holds. The following laws of Kolmogorovian probability can be finally derived. For every E, F ∈ p(E) = p(F)p(E|F) + p(F′)p(E|F′),
(3) (3) which is known as the “law of total probability”, and which is known as the “law of total probability”, and (4) p(E ∩F) ≤p(E), p(F) ≤p(E ∪F),
(4) which is known as the “law of monotonicity”. which is known as the “law of monotonicity”. Growing empirical evidence in cognitive psychology reveals that the classical structures above,
when applied to complex processes, like judgement and decision-making (DM), lead to predictions that
do not agree with empirical data [4,5]. Deviations from classicality in these domains can be roughly
divided into two main groups, as follows [6]. (i)
Probability judgement errors. Given two events E and F, people judge the conjunction event
‘E and F’ (disjunction event ‘E or F’) as more (less) probable than the event E or/and F
separately. This entails a “violation” of the of the law of monotonicity (cfr., Equation (4)). (ii)
DM errors. Given two actions f and g, people prefer f over g if they know that an event E occurs,
and also if they know that E does not occur, but they prefer g over f if they do not know whether
E occurs or not. This entails a “violation” of the law of total probability (cfr., Equation (3)). Over-/under-extension effects in membership judgements on conceptual combinations [7,8] and
conjunctive/disjunctive fallacies [9,10] are examples of type-(i) errors. The disjunction effect [11] and
empirical violations of expected utility theory (EUT) [12] are instead examples of type-(ii) errors. Over-/under-extension effects in membership judgements on conceptual combinations [7,8] and
conjunctive/disjunctive fallacies [9,10] are examples of type-(i) errors. The disjunction effect [11] and
empirical violations of expected utility theory (EUT) [12] are instead examples of type-(ii) errors. The existence of situations of type-(i) and type-(ii) entails, in particular, that: The existence of situations of type-(i) and type-(ii) entails, in particular, that: •
the most natural set-based models of cognition cannot in general be used to represent human
judgements and decisions; the most natural set-based models of cognition cannot in general be used to represent human the most natural set-based models of cognition cannot in general be used to represent human
judgements and decisions; •
the usual interpretation of human behaviour in terms of classical (Boolean) logic and classical
(Kolmogorovian) probability theory is problematical when human judgements and decisions are
at stake. 3 of 34 Entropy 2020, 22, 738 The famous “Kahneman-Tversky research programme” considers the above empirical deviations
from classicality as genuine fallacies of human reasoning and provides a theoretical framework for
them which assumes individual heuristics and judgement biases [5,13], in substantial agreement
with Simon’s theory of bounded rationality [14]. which is known as the “law of monotonicity”. This explains why terms like error, effect, fallacy,
paradox, contradiction, and so forth, are typically used in these cases. A major limitation of the
Kahneman-Tversky research programme is that it works at an intuitive level and has manifold
applications, but it does not provide a general theory of human judgements and decisions. This has
led various scholars to explore alternative mathematical structures which are more appropriate than
classical structures to model these phenomena. On the other side, quantum theory is certainly one of the most successful theoretical
achievement that humans have ever produced. Originally elaborated to cope with specific phenomena
where empirical results did not agree with the predictions of classical physics, for example,
black-body radiation, photoelectric effect, atomic modelling, and so forth, quantum theory is nowadays
applied to any conceivable scale, from the micro-world to living matter. We add that classical physics had to face at the beginning of the 1900s problems of incompatibility
between classical structures and their underlying logic and empirical results that are similar to the
problems discussed here. For example, from the beginning of the 1900s, the problem of black-body
radiation represented the critical root of quantum theory in a period in which already the space in
physics had started to be conceived differently from the Euclidean one. Thus, the logical structure of the
forthcoming theories changed as well. Regarding the black-body radiation, the main epistemological
and foundational problem concerned the way in which the intensity of electromagnetic radiation
emitted by a black body (i.e., a perfect absorber, also known as a “cavity radiator”) depended on the
frequency of the radiation (i.e., the colour of light) and the temperature of the body. In other words,
a mathematical function was looked for which was able to work with both energy and frequencies. This situation was logically the opposite that scientists had faced in the 1800s with the previous theory
of light. Other theories such as thermodynamics, analytical theory of heat and electromagnetism were
involved in the debate (see, e.g., References [15–20]). In its modern versions, quantum theory is formulated in a mathematical language that uses
Hilbert spaces, unit vectors, self-adjoint operators and unitary dynamics, which give rise to specifically
non-classical algebraic and probabilistic structures, like non-Boolean lattices, non-Kolmogorovian
probabilities, non-commutative algebras, and so forth. which is known as the “law of monotonicity”. In the SCoP formalism, tests involving judgements and decisions are considered as complex
phenomena in which: (a)
the conceptual entity under study is prepared by the test in a defined state and each participant
is confronted with this uniquely prepared state;
(b)
an interaction occurs on a cognitive level between the conceptual entity and the participant,
which acts as a (measurement) context for the entity; (a)
the conceptual entity under study is prepared by the test in a defined state and each participant
is confronted with this uniquely prepared state;
(b)
an interaction occurs on a cognitive level between the conceptual entity and the participant,
which acts as a (measurement) context for the entity;
(c)
the interaction is in general non-deterministic and the state of the conceptual entity is
transformed into a new state;
(d)
the state change makes actual (potential) some properties of the conceptual entity which were
potential (actual) in the initial state;
(e)
when the responses of all participants are collected, a statistics of outcomes is obtained. (a)
the conceptual entity under study is prepared by the test in a defined state and each participant
is confronted with this uniquely prepared state; is confronted with this uniquely prepared state;
(b)
an interaction occurs on a cognitive level between the conceptual entity and the participant,
which acts as a (measurement) context for the entity; (b)
an interaction occurs on a cognitive level between the conceptual entity and the participant,
which acts as a (measurement) context for the entity; (c)
the interaction is in general non-deterministic and the state of the conceptual entity is
transformed into a new state; (d)
the state change makes actual (potential) some properties of the conceptual entity which were
potential (actual) in the initial state;
(e)
when the responses of all participants are collected, a statistics of outcomes is obtained. (d)
the state change makes actual (potential) some properties of the conceptual entity which were
potential (actual) in the initial state; when the responses of all participants are collected, a statistics of outcomes is obtained. e)
when the responses of all participants are collected, a statistics of outcomes is obtained. (e) The third step consists in the development of a unified quantum representation. which is known as the “law of monotonicity”. Indeed, whenever a
specific cognitive phenomenon is studied and one identifies points (a)–(e) in it, namely, the conceptual
entity, its states, properties, the relevant contexts and the statistics of measurement outcomes, then the
notions in (a)–(e) are represented in the quantum-theoretic framework in exactly the same way as entities,
states, context, properties, probabilities and dynamics are represented in the Hilbert space formalism of
quantum theory. Proceeding in this way, one can in principle apply the quantum-theoretic framework to
any judgement and decision. The theoretical framework presented here is alternative to the Kahneman-Tversky research
programme, because it considers the empirical deviations from classicality in cognition as natural
expressions of genuine quantum structures in human reasoning, which overlap with classical reasoning
and reveal a separate layer of reasoning, namely, “emergent”, or “conceptual”, reasoning [34]. For the sake of completeness, we summarize the content of this paper in the following. We respectively review in Sections 2 and 3 the type-(i) errors that occur in conceptual
conjunctions/disjunctions and conjunctive/disjunctive fallacies. Then, we respectively review in
Sections 4 and 5 the type-(ii) errors that occur in the disjunction effect and Ellsberg-type violations
of EUT. We also sketch limitations of traditional modelling techniques and explanations for both
types of cognitive fallacies. Next, we present in Section 6 the SCoP formalism for conceptual entities,
applying the formalism to human probability judgements in Section 6.1 and to human decisions in in
Section 6.2. In these sections, we also show how a representation in Hilbert space can be constructed. This quantum-theoretic framework enables successful modelling of membership judgements in
conceptual combinations, which is shown is Section 7, the conjunction and disjunction fallacy, which is
shown in Section 7.1, the disjunction effect, which is shown in Section 7.2, and Ellsberg-type paradoxes,
which is shown in Section 8. Finally, in Section 9, we offer some concluding remarks. which is known as the “law of monotonicity”. In addition, quantum effects, like contextuality,
emergence, entanglement, interference, nonlocality, superposition, and indistinguishability, do not
admit a classical counterpart (see, e.g., Reference [21]). Because of their generality and flexibility, quantum structures in Hilbert space may provide
the mathematical tools to deal with the classically problematical phenomenology above and,
indeed, quantum mathematical structures have systematically and successfully been applied
to a variety of complex systems in psychology, social science, biology and computer science
(see, e.g., References [4,22–29] and references therein). We review and deepen in the present paper the contribution to the “quantum cognition
research programme” that we have provided in a decade of collaboration between the Brussels and
Leicester research teams (see, e.g., References [30–35] and references therein). More precisely, we put
forward a unitary theoretical framework in which both judgements and decisions are described as
intrinsically non-deterministic context-dependent processes and provide the foundations for applying
quantum theory in Hilbert space as a general theory for these processes. The ensuing models,
originally designed to represent specific phenomena, then find their foundation and justification
in the general quantum-theoretic framework presented here. The foundation of a quantum modelling
can then be split into three main steps, as follows. The first step consists in the recognition that, in any judgement/decision process, exactly as in
a quantum measurement process, a contextual influence (of a cognitive, rather than physical, type)
occurs where one outcome is actualized from a set of possible outcomes. Like in quantum physics, 4 of 34 Entropy 2020, 22, 738 the (measurement) context does not reveal pre-existing properties of the entity but, it rather actualizes
properties that were only potential in the initial state in which the entity had been prepared—unless the
initial state was chosen to be an eigenstate of the measurement in object. the (measurement) context does not reveal pre-existing properties of the entity but, it rather actualizes
properties that were only potential in the initial state in which the entity had been prepared—unless the
initial state was chosen to be an eigenstate of the measurement in object. The second step consists in the development of a “State-Context-Property (SCoP) formalism”,
originally worked out to provide a realistic and operational foundation of quantum physics [36,37]. 2. Probability Judgement Errors: Over- and Under-Extension Effects The issue of what a concept is and how concepts combine has intrigued and fascinated
epistemologists and cognitive scientists for a long time. Leaving aside the dispute between the
former and the latter on the ontology of a concept, one however recognises at once the transition
needed when one moves from a very abstract concept, as Thing, to more concrete natural concepts,
as Fruit, . . . , Apple, ..., to finally come to an object, as This Apple. Concepts and categorization are the areas in cognition that deal with the ancient philosophical
“problem of universals”, that is, whether unique particular objects or events can be treated
“equivalently” as members of a class. According to the “classical view of concepts”, which can 5 of 34 Entropy 2020, 22, 738 be traced back to Aristotelian school and has been dominant until the 1950s, all instances of a concept
share a common set of necessary and sufficient defining properties. It is however well known that
this classical view contrasts with some empirical results related to the way in which people concretely
judge and combine concepts. In particular, the following aspects have been identified in empirical
studies on categorization (see, e.g., Reference [38]). (i)
Concepts are “vague,” “fuzzy,” or “graded,” notions. For example, people judge an item like
Robin as more typical than Stork when typicality is defined with respect to the concept Bird. (i)
Concepts are “vague,” “fuzzy,” or “graded,” notions. For example, people judge an item like
Robin as more typical than Stork when typicality is defined with respect to the concept Bird. p
g
,
y,
g
,
p , p
p
j
g
Robin as more typical than Stork when typicality is defined with respect to the concept Bird. (ii)
The meaning of a concept depends on the “context” in which the concept is used. For example,
an item like Snake, or Spider would score a low typicality with respect to the concept Pet. But, if typicality is defined with respect to the concept Weird Pet, or Pet of a Weird Person,
then Snake, or Spider, would score a high typicality. To account for these features of “vagueness,” “graded typicality,” “context dependence,” several
alternative theories of concepts have been proposed since the 1970s. Limiting ourselves to the most
celebrated ones, we recall the following theories. 2. Probability Judgement Errors: Over- and Under-Extension Effects •
“Prototype theory.” A given concept is associated with a “prototype,” which has a defined set of
characteristic, not defining, features. Similarity with the prototype establishes the membership of
an item with respect to the concept [39,40]. •
“Prototype theory.” A given concept is associated with a “prototype,” which has a defined set of
characteristic, not defining, features. Similarity with the prototype establishes the membership of
an item with respect to the concept [39,40]. •
“Exemplar theory.” A given concept is defined by a salient set of instances of it stored in
memory [41,42]. •
“Exemplar theory.” A given concept is defined by a salient set of instances of it stored in
memory [41,42]. •
“Theory theory.” A concept is similar to a “mini-theory,” and concepts stand in relation to one
other in the same way as the terms of a scientific theory [43,44]. Despite mutual differences, traditional theories of concepts share the view that concepts have
the form of “fixed mental representations,” whereas context only plays a secondary role in all of
them. On the other side, a “combination problem” raises in all traditional concept theories of concepts,
namely, how the combination, for example, conjunction, disjunction, negated conjunction, of two given
concepts can be consistently represented in terms of the representation of the individual concepts. The combination problem becomes even harder when the combination of more than two concepts is
investigated. At first glance, one may be tempted to believe that concepts combine by means of set-theoretic
rules that are similar to those used to combine propositions in classical (Boolean) logic. In order to
incorporate conceptual vagueness into such a set-theoretic perspective, Zadeh proposed to represent
concepts by using “fuzzy set logic” [45]. Given a concept A and an item X, a “graded membership”
µX(A) ∈[0, 1] exists such that, for any two concepts A and B, the conceptual conjunction ‘A and B’
satisfies the “minimum rule of fuzzy set conjunction” µ(A and B) = min
h
µ(A), µ(B)
i
,
(5) (5) and the conceptual disjunction ‘A or B’ satisfies the “maximum rule of fuzzy set disjunction” µ(A or B) = max
h
µ(A), µ(B)
i
. (6) (6) However, a wide range of empirical findings reveal that classical set-theoretic structures
and, in particular, this fuzzy set representation, are not able to model even simple combinations of
two concepts. (1)
“Pet-Fish problem”, or “Guppy effect”. 2. Probability Judgement Errors: Over- and Under-Extension Effects People judge an item like Guppy to be a very typical
example of the conjunction Pet-Fish, without judging Guppy to be a typical example of either Pet
or Fish [46]. (1)
“Pet-Fish problem”, or “Guppy effect”. People judge an item like Guppy to be a very typical
example of the conjunction Pet-Fish, without judging Guppy to be a typical example of either Pet
or Fish [46]. Entropy 2020, 22, 738 6 of 34 (2)
“Overextension effects in the conjunction”. For several items, people judge the membership
weight of the item with respect to the conjunction to be higher than the membership weight of
the item with respect to one or both the component concepts [7]. (2)
“Overextension effects in the conjunction”. For several items, people judge the membership
weight of the item with respect to the conjunction to be higher than the membership weight of
the item with respect to one or both the component concepts [7]. (2)
“Overextension effects in the conjunction”. For several items, people judge the membership
weight of the item with respect to the conjunction to be higher than the membership weight of
the item with respect to one or both the component concepts [7]. (3)
“Under-extension effects”. For several items, people judge the membership weight of the item
with respect to the disjunction to be lower than the membership weight of the item with respect
to one or both the component concepts [8]. (3)
“Under-extension effects”. For several items, people judge the membership weight of the item
with respect to the disjunction to be lower than the membership weight of the item with respect
to one or both the component concepts [8]. (4)
“Borderline contradictions”. A significant number of people judge the proposition “John is tall
and John is not tall” to be true, in particular, for some borderline cases of “John” [47]. (4)
“Borderline contradictions”. A significant number of people judge the proposition “John is tall
and John is not tall” to be true, in particular, for some borderline cases of “John” [47]. In the late 1980s, James Hampton performed a series of cognitive tests on the conjunction and the
disjunction of two concepts [7,8]. Let us illustrate an example of these tests in the following. Let us consider, for example, the concepts Fruits, Vegetables, Fruits and Vegetables, Fruits or Vegetables. 2. Probability Judgement Errors: Over- and Under-Extension Effects Let us choose a set number of items, e.g, Apple, Tomato, Broccoli, Olive, Coconut, Almond, Raisin, Acorn,
Tomato, Mushrooms, and so forth. A sample of participants are asked to judge membership of a given
item with respect to Fruits, Vegetables and, for example, their disjunction Fruits or Vegetables. A 7-point
Likert scale {−3, −2, −1, 0, +1, +2, +3} is used as a judgement of membership, where the positive
values +1, +2 and +3 indicate that the participant considers the item to be a member of the concept,
and the degree of membership increases with the value, thus the value +3 indicates that the participant
considers the item to be a “strong member” of the concept. Analogously, negative numbers indicate
non-membership, again in increasing order, thus the value −3 indicates that the participant considers
the item to be a “strong non-member” of the concept. The value 0 indicates that the participant is
unresolved about membership or non-membership of the item. The relative frequencies of positive
responses are considered, in the large number limit, as probabilities of membership and are called
“membership weights.” Hampton collected membership weights of several items with respect to different pairs of natural
concepts and their conjunction or disjunction, finding significant deviations from classical set-theoretic
structures and introducing a specific terminology to classify such deviations. g
p
gy
y
Let X be an item and let µ(A), µ(B), µ(A and B) and µ(A or B) be the membership weights
of X with respect to the concepts A, B, their conjunction ‘A and B’ and their disjunction ‘A or B’,
respectively. We say that X is: “overextended with respect to the conjunction” if µ(A and B) > µ(A) or µ(A and B) > µ(B); •
“overextended with respect to the conjunction” if µ(A and B) > µ(A) or µ(A and B) > µ(B);
•
“underextended with respect to the disjunction” if µ(A or B) < µ(A) or µ(A or B) < µ(B); p
j
µ(
)
µ( )
µ(
)
µ( )
•
“underextended with respect to the disjunction” if µ(A or B) < µ(A) or µ(A or B) < µ(B); •
“double overextended with respect to the conjunction” if µ(A and
B)
>
µ(A) and
µ(A and B) > µ(B); •
“double underextended with respect to the disjunction” if µ(A
or
B)
<
µ(A) and
µ(A or B) < µ(B). 2. Probability Judgement Errors: Over- and Under-Extension Effects Overextension and double overextension express a violation of the law of monotonicity of
Kolmogorovian probability for the conjunction of two events. Let us consider, for example, the item
Razor. Hampton measured membership of Razor with respect to Weapons, Tools and their conjunction
Weapons and Tools, finding µ(A) = 0.63, µ(B) = 0.78 and µ(A and B) = 0.83, respectively. Hence, Razor is double overextended with respect to the conjunction Weapons and Tools [7]. However, the deviation from classical structures in conceptual conjunctions is even deeper. To illustrate this aspect, let us introduce the following definition. We say that the membership weights µ(A), µ(B) and µ(A and B) of the item X with respect to
the concepts A, B and their conjunction ‘A and B’, respectively, correspond to “classical data for the 22, 738
7 of 34 Entropy 2020, 22, 738 7 of 34 conjunction” if a σ-algebra A , a Kolmogorovian probability measure p : A −→[0, 1], and events
EA, EB ∈A exist such that: conjunction” if a σ-algebra A , a Kolmogorovian probability measure p : A −→[0, 1], and events
EA, EB ∈A exist such that: µ(A)
=
p(EA),
(7)
µ(B)
=
p(EB),
(8)
µ(A and B)
=
p(EA ∩EB). (9) (7) (7)
(8)
(9) (8) (9) One can then prove that µ(A), µ(B) and µ(A and B) are classical data for the conjunction if and
only if the following inequalities are simultaneously satisfied: µ(A and B) −min
h
µ(A), µ(B)
i
≤
0,
(10)
µ(A) + µ(B) −µ(A and B)
≤
1. (11) (10) (11) Inequality (10) expresses the law of monotonicity for the conjunction, while inequality (11) is
called the “Kolmogorovian conjunction factor” [22]. Inequality (10) expresses the law of monotonicity for the conjunction, while inequality (11) is
called the “Kolmogorovian conjunction factor” [22]. Similarly, underextension and double underextension express a violation of the law of
monotonicity of Kolmogorovian probability for the disjunction of two events. Let us consider,
for example, the item Razor. Hampton measured membership of Curry with respect to Spices, Herbs and
their disjunction Spices or Herbs, finding µ(A) = 0.90, µ(B) = 0.40 and µ(A or B) = 0.75, respectively. Hence, Curry is underextended with respect to the conjunction Spices or Herbs [8]. However, other non-classical effects are at play in the disjunction case too. 2. Probability Judgement Errors: Over- and Under-Extension Effects Indeed, we say that the
membership weights µ(A), µ(B) and µ(A or B) of the item X with respect to the concepts A, B and
their disjunction ‘A or B’, respectively, correspond to “classical data for the disjunction” if a σ-algebra
A , a Kolmogorovian probability measure p : A −→[0, 1], and events EA, EB ∈A exist such that: µ(A)
=
p(EA),
(12)
µ(B)
=
p(EB),
(13)
µ(A or B)
=
p(EA ∪EB). (14) (12) (12)
(13)
(14) (13)
(14) (14) One can then prove that µ(A), µ(B) and µ(A or B) are classical data for the disjunction if and
only if the following inequalities are simultaneously satisfied: One can then prove that µ(A), µ(B) and µ(A or B) are classical data for the disjunction if and
only if the following inequalities are simultaneously satisfied: µ(A or B) −max
h
µ(A), µ(B)
i
≥
0,
(15)
µ(A) + µ(B) −µ(A or B)
≥
0. (16) (15)
(16) (15) (15) (15)
(16) (16) Inequality (15) expresses the law of monotonicity for the conjunction, while inequality (16) is
called the “Kolmogorovian conjunction factor” [22]. Let us consider, for example, the item Olive. Hampton measured membership of Olive with respect to Fruits, Vegetables and their disjunction Fruits
or Vegetables, finding µ(A) = 0.50, µ(B) = 0.10 and µ(A or B) = 0.80, respectively. In this case,
inequality (15) is satisfied, whereas inequality (16) is violated. Hence, the membership weights Olive
correspond to non-classical data. As mentioned in Section 1, over- and under-extension effects in membership judgements are
examples of type-(i) errors. Additional examples of these non-classical effects will be considered in the
next section. (i)
Linda is a bank teller. (i)
Linda is a bank teller. (ii)
Linda is a bank teller and is active in the feminist movement. The test revealed that overall 85% of the participants judged event (ii) as more probable than
event (i). This empirical pattern violates the law of monotonicity of Kolmogorovian probability
(see Equation (4), Section 1). Indeed, if we denote by p(EA) the probability that the event “Linda
is a bank teller” occurs and by p(EB) the probability that the event “Linda is active in the feminist
movement” occurs, then the conjunction event “Linda is a bank teller and is active in the feminist
movement” is associated with the probability p(EA ∩EB) in a Kolmogorovian probability framework,
and the monotonicity law requires in particular that p(EA ∩EB) ≤p(EA), in contrast to the empirical
findings in Reference [9]. The test was performed in two distinct ways. The test was performed in two distinct ways. •
“Joint test”. The same group of participants were asked to judge the likelihood of both the
individual event and the conjunction event. •
“Joint test”. The same group of participants were asked to judge the likelihood of both the
individual event and the conjunction event. •
“Separate test”. One group of participants were asked to judge the likelihood of the individual
event and another group of participants were asked to judge the likelihood of the conjunction
event. •
“Separate test”. One group of participants were asked to judge the likelihood of the individual
event and another group of participants were asked to judge the likelihood of the conjunction
event. A fallacy was identified in both types of tests. A large empirical literature exists in cognitive
psychology which confirms the existence of a conjunction fallacy in the “Linda story problem”. However, this is not the only probability judgement error that has been identified. A more convincing test was performed by Morier and Borgida in 1984 [10]. People participating
in the test were asked to rank the likelihood of the following events: (i)
Linda is a feminist; (ii)
Linda is a bank teller; (iii)
Linda is a feminist and a bank teller; (iv)
Linda is a feminist or a bank teller. Let us denote by µ(A), µ(B), µ(A and B), and µ(A or B) the judgement probabilities in points (i),
(ii), (iii), and (iv), respectively. 3. Probability Judgement Errors: Conjunctive and Disjunctive Fallacies The identification of fallacies in cognition and the role played by psychological insights into social
science marked the beginning of new disciplines, for example, behavioural economics, and allowed
Daniel Kahneman to receive the Nobel Prize in Economic Science in 2002. 8 of 34 Entropy 2020, 22, 738 Entropy 2020, 22, 738 One of the key results in his research, obtained by Kahneman in 1983, in collaboration with Amos
Tversky, was the discovery of the “conjunction fallacy” [9]. A sample of participants underwent a test
in which they were presented the following story about an hypothetical woman named “Linda”. “Linda is 31 years old, single, outspoken and very bright. She majored in philosophy. As
a student, she was deeply concerned with issues of discrimination and social justice, and
also participated in anti-nuclear demonstrations.” “Linda is 31 years old, single, outspoken and very bright. She majored in philosophy. As
a student, she was deeply concerned with issues of discrimination and social justice, and
also participated in anti-nuclear demonstrations.” The test required participants to indicate which of the following events they judged as more likely i)
Linda is a bank teller. (i)
Linda is a bank teller. Let us now sketch the most celebrated explanations for conjunctive and disjunctive fallac Let us now sketch the most celebrated explanations for conjunctive and disjunctive fallacies. •
Kahneman-Tversky explanation. The heuristics of representativeness is introduced to explain the
conjunction fallacy. The event “being a feminist and a bank teller” is judged as more representative
than the event “being a bank teller” for Linda’s story [5,9]. This explanation can be criticised,
as the heuristics hypothesis works well at an intuitive level, but a general theory of heuristics is
missing and different heuristics have to be assumed each time to accommodate different types of
fallacies [6,48]. •
Misunderstanding explanation. People misunderstand the Linda problem, in the sense that they
misinterpret the terms “and” and/or “probability” in the story. This explanation can be criticised,
as the fallacy also occurs when the terms “and” and “probability” are not mentioned in the
story [48]. •
Quantum probability explanation. People judge the sentence “Linda is a feminist and a bank
teller” as an ordered sequence, namely, “Linda is a feminist”, then “Linda is a bank teller”. The two questions are incompatible in the standard quantum sense, that is, they produce different
statistical distributions when asked in a different order [4,6]. This explanation can be criticised,
as new tests seem to confirm that the conjunction fallacy is not directly related to question order
effects [49]. Conjunctive and disjunctive fallacies have been identified in several cognitive tests involving
Linda-like stories (see, e.g., References [4,6,48–51]). It should be noted that the original story considered
a likely event (L), namely, “Linda is a feminist”, and a unlikely event (U), namely, “Linda is a bank
teller”. More recent variants consider the other possible combinations “UU” and “LL”, in both
conjunctions and disjunctions. Consider, for example, the following story. “Bill is 34 years old. He is intelligent, but unimaginative, compulsive and generally lifeless. In college, he was strong in mathematics.” People were asked in Reference [50] to rank likelihood of the following events People were asked in Reference [50] to rank likelihood of the following events. (i)
Linda is a bank teller. Then, Morier and Borgida found that the mean probability judgements
are ordered as follows: (17) µ(A) = 0.83 > µ(A or B) = 0.60 > µ(A and B) = 0.36 > µ(B) = 0.26. (17) Thus,
the test revealed the simultaneous presence of a conjunction fallacy and also
a “disjunction fallacy”. As mentioned in Section 1, Kahneman and Tversky developed a research programme,
assuming heuristics and biases, to account in a descriptive way how people make judgements and
take decisions in the presence of uncertainty [5,9]. The main steps of it are summarized in the following. (1)
Human judgement and DM rest on a preliminary subjective assessment of the probabilities of
uncertain events. Entropy 2020, 22, 738 9 of 34 (2)
In these processes, people rely on a limited number of heuristics principles, for example,
representativeness, availability, adjustment and anchoring, and so forth. (2)
In these processes, people rely on a limited number of heuristics principles, for example,
representativeness, availability, adjustment and anchoring, and so forth. (2)
In these processes, people rely on a limited number of heuristics principles, for example,
representativeness, availability, adjustment and anchoring, and so forth. (3)
Judgement heuristics are simple strategies/mental processes that people use to find quick
solutions to a complex problem by focusing on the most relevant aspects of it. (3)
Judgement heuristics are simple strategies/mental processes that people use to find quick
solutions to a complex problem by focusing on the most relevant aspects of it. (4)
These heuristics are generally very useful, but they may also lead to severe and systematic
errors, or “biases”, because the ensuing judgements are all based on data of limited validity. (4)
These heuristics are generally very useful, but they may also lead to severe and systematic
errors, or “biases”, because the ensuing judgements are all based on data of limited validity. (5)
Examples of biases are given by the already mentioned over-/under-estimation of probabilities
and other fallacies. (5)
Examples of biases are given by the already mentioned over-/under-estimation of probabilities
and other fallacies. Despite individual differences, the programme in (1)–(5) is substantially compatible with Simon’s
theory of bounded rationality, that is, rationality is limited in judgements/decisions by the tractability
of the problem, the cognitive limitations of the mind, and the time available to make a choice: people
thus seek a satisfactory, rather than an optimal, solution [14]. (i)
Linda is a bank teller. (U)
Bill is a reporter; (LU)
Bill is an accountant and plays jazz for a hobby; (UU)
Bill is a reporter and surfs for a hobby; (L)
Bill works for the Inland Revenue; (U)
Bill plays jazz for a hobby; (LL)
Bill is an accountant and works for the Inland Revenue; (U)
Bill surfs for a hobby; (L)
Bill is an accountant. 4. Decision-Making Errors: The Disjunction Effect We present in the next two sections examples of type-(ii) errors (cfr., Section 1). Let us preliminarily
note that both the disjunction effect, which is discussed in this section and Ellsberg paradox, which will be
discussed in Section 5, entail a violation of a fundamental axiom of EUT, namely, the “sure-thing principle”. The sure-thing principle was formulated by Savage within his subjective EUT (SEUT) formulation [2]. He was inspired by the following story. We present in the next two sections examples of type-(ii) errors (cfr., Section 1). Let us preliminarily
note that both the disjunction effect, which is discussed in this section and Ellsberg paradox, which will be
discussed in Section 5, entail a violation of a fundamental axiom of EUT, namely, the “sure-thing principle”. The sure-thing principle was formulated by Savage within his subjective EUT (SEUT) formulation [2] y
g p
p
The sure-thing principle was formulated by Savage within his subjective EUT (SEUT) formulation [2]
He was inspired by the following story. “A businessman contemplates buying a certain piece of property. He considers the outcome
of the next presidential election relevant. So, [. . . ], he asks whether he would buy if he knew
that the Democratic candidate were going to win, and decides that he would. Similarly, he
considers whether he would buy if he knew that the Republican candidate were going to
win, and again finds that he would. Seeing that he would buy in either event, he decides
that he should buy, even though he does not know which event obtains [...].” “A businessman contemplates buying a certain piece of property. He considers the outcome
of the next presidential election relevant. So, [. . . ], he asks whether he would buy if he knew
that the Democratic candidate were going to win, and decides that he would. Similarly, he
considers whether he would buy if he knew that the Republican candidate were going to
win, and again finds that he would. Seeing that he would buy in either event, he decides
that he should buy, even though he does not know which event obtains [...].” Tversky and Shafir performed a test on the sure-thing principle in which they asked a sample of
participants to bet on a gamble that can be played twice, that is a “two-stage gamble” [11]. (L)
Bill is an accountant. Empirical results clearly suggest that conjunctive and disjunctive fallacies are systematically
present and do not depend on likelihood of events. Tables 1 and 2 are illustrative in this direction. 10 of 34 Entropy 2020, 22, 738 Table 1. Test by Fisk and Pidgeon on the conjunction fallacy [50]. Values obtained from the quantum
model in Section 7.1 are also reported. Case
µ(A)
µ(B)
µ(A and B)
θc
|A⟩
e−iθc|B⟩
LL
0.84
0.62
0.71
94.65
(0.92, 0, 0.4)
(0.27, 0.74, −0.62)
LL
0.59
0.85
0.63
111.28
(0.77, 0, 0.64)
(0.32, 0.86, −0.39)
LU
0.76
0.28
0.37
111.15
(0.87, 0, 0.49)
(0.48, 0.23, −0.85)
LU
0.85
0.31
0.42
119.82
(0.92, 0, 0.39)
(0.35, 0.43, −0.83)
UU
0.33
0.11
0.13
118.19
(0.82, 0, 0.57)
(−0.23, −0.91, 0.33) Table 2. Test by Fisk on the disjunction fallacy [51]. Values obtained from the quantum in Section 7.1
are also reported. Case
µ(A)
µ(B)
µ(A or B)
θd
|A⟩
e−iθd|B⟩
LL
0.82
0.6
0.78
74.88
(0.91, 0, 0.42)
(0.3, 0.72, −0.63)
LL
0.85
0.62
0.72
93.60
(0.92, 0, 0.39)
(0.26, 0.74, −0.62)
LU
0.61
0.2
0.47
79.28
(0.62, 0, 0.78)
(−0.56, −0.7, 0.45)
LU
0.82
0.31
0.62
81.02
(0.91, 0, 0.42)
(0.39, 0.4, −0.83)
UU
0.36
0.11
0.26
82.78
(0.8, 0, 0.6)
(−0.25, −0.91, 0.33)
UU
0.3
0.08
0.23
75.04
(0.84, 0, 0.55)
(−0.19, −0.94, 0.28) Table 2. Test by Fisk on the disjunction fallacy [51]. Values obtained from the quantum in Section 7.1
are also reported. Table 2. Test by Fisk on the disjunction fallacy [51]. Values obtained from the quantum in Section 7.1
are also reported. Case
µ(A)
µ(B)
µ(A or B)
θd
|A⟩
e−iθd|B⟩ 4. Decision-Making Errors: The Disjunction Effect Let us consider
a gamble that has probability 0.5 of winning $200 and probability 0.5 of losing $100. At each stage of the
test, respondents were asked whether they wanted to play the gamble. They were presented the following
three situations. (i)
Respondents knew they had won the first gamble. (ii)
Respondents knew they had lost the first gamble. (iii)
Respondents did not know the outcome of the first gamble. According to the sure-thing principle, if respondents decide to play again in both situation (i) and
situation (ii), then they should play again also in situation (iii). Tversky and Shafir instead found that: (1)
69% of the respondents who knew they had won the first gamble decided to play ag 69% of the respondents who knew they had won the first gamble decided to play again. (2)
59% of the respondents who knew they had lost the first gamble decided to play aga 59% of the respondents who knew they had lost the first gamble decided to play again. 36% of the respondents who did not know the outcome of the first gamble decided to play again (3)
36% of the respondents who did not know the outcome of the first gamble decided to play The two-stage gamble test violates the sure-thing principle. Moreover, it also violates the law of
total probability of Kolmogorovian probability. Indeed, let us denote by p(EP) the probability that the 11 of 34 Entropy 2020, 22, 738 respondent plays again without knowing the outcome of the first gamble, by p(EW) the probability
that the respondent wins the first gamble, by p(EL) the probability that the respondent loses the first
gamble, by p(EP|EW) the conditional probability that the respondent plays again knowing they have
won the first gamble, and by p(EP|EL) the conditional probability that the respondent plays again
knowing they have lost the first gamble. Then, one should have p(EP) = p(EW)p(EP|EW) + p(EL)p(EP|EL),
(18) (18) according to the law of total probability (see Equation 3, Section 1). But, it is easy to show that
one cannot find Kolmogorovian probabilities p(EW) and p(EL) = 1 −p(EW) such that the data in
Reference [11] are reproduced, that is, p(EP) = 0.36, p(EP|EW) = 0.69 and p(EP|EL) = 0.59, and the
law of total probability is satisfied. This deviation from classicality is known as the “disjunction effect”. 4. Decision-Making Errors: The Disjunction Effect A similar result was obtained in another test of the sure-thing principle, the “Hawaii problem” [11],
and also the “prisoner’s dilemma” can be formulated as a disjunction effect [52,53]. Tversky and Shafir
explained the effect suggesting that people are generally “averse to uncertainty”, that is, they prefer
sure over unsure choices. In the two-stage gamble, participants prefer to play again in both cases
where they have certainty about the outcome of the first gamble, while they refuse to play again when
they do not know the outcome of the first gamble. Recent two-stage gamble have found an empirical pattern that substantially agrees with
Tversky-Shafir’s findings [52,53] (see Table 3). Table 3. Average data on the two-stage gamble tests by Tversky and Shafir (TS 1992) [11], Kühberger,
Kamunska and Perner (KKP 2001) [52], and Lambdin and Burdsal (LB 2007) [53] on the disjunction
effect. Values obtained from the quantum in Section 7.2 are also reported. Test
µ(A)
µ(B)
µ(A or B)
θd
|A⟩
e−iθd|B⟩
TS 1992
0.69
0.58
0.37
137.26
(0.73, 0, 0.68)
(0.61, 0.45, −0.66)
KKP 2001
0.72
0.47
0.48
107.37
(0.85, 0 ,0.53)
(0.45, 0.51, −0.73)
LB 2007
0.63
0.45
0.41
106.75
(0.79, 0, 0.61)
(0.57, 0.36, −0.74) Table 3. Average data on the two-stage gamble tests by Tversky and Shafir (TS 1992) [11], Kühberger,
Kamunska and Perner (KKP 2001) [52], and Lambdin and Burdsal (LB 2007) [53] on the disjunction
effect. Values obtained from the quantum in Section 7.2 are also reported. Tversky-Shafir’s explanation is that people are generally “averse to uncertainty”, that is, they prefer
sure over unsure actions. In the two-stage gamble test, participants specifically prefer to play again in both
cases where they have certainty about the outcome of the first gamble, while they refuse to play again
when they do not know the outcome of the first gamble. 5. Decision-Making Errors: Ellsberg-Type Paradoxes EUT is the prevalent theory of DM under uncertainty. Because of its intuitive character, mathematical
simplicity and predictive success, EUT has been widely applied to a wide range of choice problems
in economics, finance, management and also medicine. The main tenet of EUT is that, in situations of
uncertainty individual agents (or, decision-makers) choose in such a way to maximize their utility, or degree
of satisfaction. In the 1940s, von Neumann and Morgenstern proposed a set of “reasonable” axioms on human
preferences which allow to uniquely represent uncertain gambles (or, lotteries) by means of a suitable
expected utility (EU) functional [54]. However, this formulation only deals with the uncertainty
that can be formalized by known probabilities (“objective uncertainty”, or risk). On the other side,
situations frequently occur in social science where uncertainty cannot be formalized by known
probabilities (“subjective uncertainty, or “ambiguity”) [55]. The so-called “Bayesian paradigm”
minimizes the distinction introducing the notion of “subjective probability”: even when probabilities
are not known, people may still form their own beliefs (or, priors), and they would aim to maximize EU
with respect to these priors [56]. And, indeed, Savage presented in the 1950s an axiomatic formulation Entropy 2020, 22, 738 12 of 34 of EUT which extends von Neumann and Morgenstern’s to subjective uncertainty (Savage’s SEUT,
cfr., Section 4) [2]. Let us provide a simplified presentation of SEUT. Let S be a (discrete, finite) set of all physical
states of nature, let {E1, . . . , En} be a family of mutually exclusive and exhaustive elementary
events, that is, for every i, j = 1, . . . , n, i ̸= j, Ei = {si} ⊆S , Ei ∩Ej = ∅, and ∪n
i=1Ei = S . For every i = 1, . . . , n, let p(Ei) be the (subjective) probability that Ei occurs and suppose that p
is a Kolmogorovian probability measure. Then, let {x1, . . . , xn} be a family of monetary payoffs
(payoffs are special cases of consequences in SEUT). For every i = 1, . . . , n, let u(xi) be the utility
value of xi (u is a risk-dependent continuous and strictly increasing utility function in SEUT). Finally, let f = (E1, x1; . . . , En, xn) define an “act”. 5. Decision-Making Errors: Ellsberg-Type Paradoxes Then, the EU of f with respect to the Kolmogorovian
probability measure p is defined as W( f ) =
n
∑
i=1
p(Ei)u(xi). (19) (19) Savage proved that, if the set F of all acts satisfies a number of “reasonable” axioms, including
the sure-thing principle, then, for every f, g ∈F, a single Kolmogorovian probability measure p and
a single (up to positive affine transformations) utility function u exist such that f is preferred to g
(or, f ≿g) if and only if W( f ) ≥W(g) [2]. Savage’s theorem is compelling from a normative point of view and testable from a descriptive point
of view. Regarding the former, if decision-makers are “rational”, in the sense that their decisions reveal
axioms satisfying preferences, then they must all behave as if they maximized an EU with respect to
a single Kolmogorovian probability measure interpreted as their subjective probability. Regarding the latter,
the validity of SEUT and its underlying axioms can be concretely tested. And, indeed, deviations from
classicality have occurred in various DM tests. More specifically, Daniel Ellsberg proved in two seminal
thought experiments, the “three-color example” and the “two-urn example”, that decision-makers violate
the predictions of SEUT, because they prefer in general acts with known probabilities over acts with
unknown probabilities, instead of maximizing EU [12]. Let us start by the three-color example. One urn contains 30 red balls and 60 balls that are either
yellow or black, the latter in unknown proportion. One ball will be drawn at random from the urn. Then, a person is asked to bet on pairs of the acts f1, f2, f3 and f4 in Table 4. Table 4. Payoff table for the Ellsberg three-color example. Table 4. Payoff table for the Ellsberg three-color example. p(ER) = 1/3
p(EY) + p(EB) = 2/3
Act
Red
Yellow
Black
f1
$100
$0
$0
f2
$0
$0
$100
f3
$100
$100
$0
f4
$0
$100
$100 Ellsberg suggested that most individuals will choose f1, revealing the preference f1 ≻f2, and f4,
revealing the preference f4 ≻f3. This is intuitively reasonable, as f1 and f4 are unambiguous acts,
that is, are associated with events over known probabilities, whereas f2 and f3 are ambiguous acts,
that is, are associated with events over unknown probabilities. This attitude of decision-makers to
prefer known over unknown probabilities is called “ambiguity aversion” [12]. 5. Decision-Making Errors: Ellsberg-Type Paradoxes Ellsberg preferences above violate the sure-thing principle of SEUT, because the latter predicts
consistency of preferences, that is, f1 ≻
f2 if and only if f3 ≻
f4. Indeed, if we denote by
p(ER) = 1/3, p(EY) and p(EB) the Kolmogorovian probabilities associated with the events “a red
ball is drawn”, “a yellow ball is drawn” and “a black ball is drawn”, respectively, then the EUs are 13 of 34 Entropy 2020, 22, 738 such that f1 ≻f2 if and only if W( f1) > W( f2) if and only if (1/3 −p(EB))(u(100) −u(0)) > 0 if
and only if W( f3) > W( f4) if and only if f3 ≻f4. Equivalently, no assignment of Kolmogorovian
probabilities p(ER) = 1/3, p(EY) and p(EB) reproduces Ellsberg preferences f1 ≻f2 and f4 ≻f3,
with W( f1) > W( f2) and W( f4) > W( f3), respectively, whence the “Ellsberg paradox”. Tests on simple urns, but also on financial, management, insurance and medical choices,
generally confirm Ellsberg preferences, in most cases indicating ambiguity aversion attitudes
(ambiguity seeking attitudes have been identified in a few cases; for a review of empirical studies,
see, for example, References [57,58]). A recent test on the three-color example, performed by ourselves,
has found a rate of 0.82 for the preference f1 ≻f2 and a rate of 0.78 for the preference f4 ≻f3. The test
thus agrees with empirical patterns found in the literature [59]. Various extensions of SEUT have been elaborated to cope with the Ellsberg paradox and
non-neutral attitudes towards ambiguity. These “non-EU models” in general weaken the sure-thing
principle and explicitly incorporate ambiguity in their formulations. Major models include Choquet
EU, cumulative prospect theory, max-min EU, α-max min EU, variational preferences, robust control,
and second order beliefs (for a review of theoretical studies, see, for example, References [58,60] and
references therein). The models above accommodate the Ellsberg paradox and have manifold applications in
social science. More important, they already depart from the assumption that only Kolmogorovian
probabilities can represent subjective priors. However, Mark Machina has recently proved that
major non-EU models cannot reproduce his hypothesized preferences in two thought experiments,
namely, the “50/51 example” and the “reflection example” [61,62]. Some DM tests have confirmed
Machina preferences against the predictions of the non-EU models above [59,63]. 5. Decision-Making Errors: Ellsberg-Type Paradoxes The situation becomes even more problematical if one considers the Ellsberg two-urn example,
which constitutes the paradigm of real life tests involving managerial and medical decisions. We briefly
review the two-urn example and its consequences in the following. Consider two urns, “urn I” with 100 balls that are either red or black in unknown proportion,
and “urn II” exactly with 50 red balls and 50 black balls. One ball is to be drawn at random from each
urn. Then, free of charge, a person is asked to bet on pairs of the acts f1, f2, f3 and f4 in Table 5. Table 5. Payoff matrix for the Ellsberg two-urn example. Urn I
Urn II
Acts
ER: Red Ball
EB: Black Ball
ER: Red Ball
EB: Black Ball
p(ER) ∈[0, 1]
p(EB) = 1 −p(ER)
p(ER) = 1/2
p(EB) = 1/2
f1
$100
$0
f2
$100
$0
f3
$0
$100
f4
$0
$100 Table 5. Payoff matrix for the Ellsberg two-urn example. In this case, acts f2 and f4 are unambiguous, whereas acts f1 and f3 are ambiguous. Thus, Ellsberg suggested that, while decision-makers will be generally indifferent between f1 and f3
and between f2 and f4, but they will prefer f2 over f1 and f4 over f3, thus revealing preferences f2 ≻f1
and f4 ≻f3, together with an ambiguity aversion attitude. The predictions of SEUT are incompatible with the Ellsberg preferences above. Indeed, if we we
denote by p(ER) and p(EB) = 1 −p(EB) the Kolmogorovian probabilities associated with the events
“a red ball is drawn from Urn I” and “a black ball is drawn from Urn I”, respectively, then the EUs are
such that f2 ≻f1 if and only if W( f2) > W( f1) if and only if (p(ER) −1/2)(u(100) −u(0)) < 0 if and
only if W( f3) > W( f4) if and only if f3 ≻f4. Tests on the two-urn example generally confirm Ellsberg
preferences, hence an ambiguity aversion attitude of decision-makers. We have tested the two-urn Entropy 2020, 22, 738 14 of 34 example too, finding a rate of 0.82 for the preference f2 ≻f1 and a rate of 0.84 for the preference
f4 ≻f3. The test thus agrees with empirical patterns found in the literature [59]. In each bet, the two-urn example consists in comparing a risky option (Urn II) with an ambiguous
option (Urn I). 6. Elaboration of a SCoP Formalism for Cognitive Domains As anticipated in Section 1, the quantum cognition research programme rests on the recognition
that complex cognitive phenomena, like judgements and decisions, exhibit peculiar aspects which
prevent in general the application of traditional modelling techniques based on classical set-theoretic
formalisms. In particular, the following features have arisen from the phenomena studied in
Sections 2–5. (i)
Judgements and decisions are intrinsically and unavoidably probabilistic processes. Judgements and decisions involve constructive processes which create rather than record. (iii)
In these processes, context plays a fundamental role in determining the final response among
a range of possible alternatives. (iii)
In these processes, context plays a fundamental role in determining the final response among
a range of possible alternatives. g
p
(iv)
Different and mutually exclusive alternatives generally disturb each other. (v)
The unrestricted validity classical (Boolean) logic and (Kolmogorovian) probability cannot be
assumed in these cases. (v)
The unrestricted validity classical (Boolean) logic and (Kolmogorovian) probability cannot be
assumed in these cases. These and other considerations have lead several scholars to start using systematically
the formalism of quantum theory in Hilbert space, as pure mathematical formalism detached
from
its
physical
interpretation,
in
these
classically
problematical
cognitive
phenomena
(see, e.g., References [36,37] and references therein). In this section, we aim to present a unified view on how and why the mathematical formalism
of quantum theory is able to provide a general theoretical framework for human cognition. In other
words, we aim to provide a foundation of human cognition which justifies the use of quantum
theory as a general theory for it. The starting point of our research was the recognition that, in
view of points (i)–(v), the systems (or, entities) studied in cognitive domains exhibit deep analogies
with quantum entities in the description of what occurs in a laboratory where preparations and
measurements are performed. Indeed, an experiment, or test, on a quantum entity is typically performed in a physics laboratory. The quantum entity preliminarily undergoes a preparation procedure designed by the experimenter,
at the end of which “the entity is in a defined state”. This state expresses the “physical reality” of
the entity, in the sense that, as a consequence of being in that state, the entity has some “actual”
properties independently of any measurement that can be performed on it. 5. Decision-Making Errors: Ellsberg-Type Paradoxes This is the typical scenario one finds in real life tests involving financial, managerial
and medical decisions (see, e.g., References [64,65]). One observes in these tests a shift from ambiguity
averse to ambiguity seeking attitudes, and viceversa, as due to the presence of “hope and fear effects”. In these situations, indeed, a benchmark value is set which determines whether the decision leads
to a “gain”, for example, a better than expected return on an investment, or a “loss”, for example,
a failure in a medical treatment, and intuition suggests that the level of probability will play a crucial
role in the final decision: if the probability of a gain (loss) is high, then a fear effect (hope effect) occurs
in which people tend to be ambiguity averse (seeking). But, as the probability of a gain (loss) decreases,
people tend to be less ambiguity averse (seeking), reaching a crossover point in which they become
ambiguity seeking (averse), which indicates a shift from a fear (hope) to a hope (fear) effect [64,65]. Shifts of ambiguity attitudes, as due to hope and fear effects, cannot be explained, either from the
point of view of traditional SEUT nor from the point of view of more general non-EU models. The consequence of the empirical findings summarized in this section is that, according to many
authors, a unified theory of human choices under uncertainty is still missing (see, e.g., Reference [66]). 6. Elaboration of a SCoP Formalism for Cognitive Domains Then, when a measurement
is performed on the quantum entity, the macroscopic apparatus operates as a measurement context
which interacts, on a physical level, with the entity and changes its state in a way that is generally 15 of 34 15 of 34 Entropy 2020, 22, 738 indeterministic, that is, neither controllable nor predictable. Then, the quantum entity, its states,
contexts, properties, and the mutual statistical relations are represented in the Hilbert space formalism. Similarly, a cognitive test, or measurement, is typically performed in a “psychology laboratory”,
that is, a spatio-temporal domain where participants give their responses. Suppose, for example, that a
judgement/decision test is performed in which a sample of participants have to write down their
responses on a paper picking them from a list on a structured questionnaire. The information contained
in the questionnaire and the meaning content of the situation that is the object of the decision (literally,
what is written in the questionnaire and which has to be judged/decided on) define a preparation
procedure for a “conceptual entity”, at the end of which we can say that “the entity is in a defined
state”. Thus, a preparation does take place when a cognitive test is performed and each participant
“is confronted with this one and unique state”, independently of any belief the participant has about
it, because the state was prepared by the experimenter designing the test, before and independently
of any individual participating in the test. This state has a conceptual, rather than a physical, nature,
but it is a “state of affairs”, because it expresses the meaning content of the questionnaire that was
prepared by the experimenter. As such, it is not a mental state or a state of belief. In addition, this state
is independent of any operation that can be performed on the entity, hence it expresses the “conceptual
reality” of the entity at a given time. The state of a conceptual entity can change under the effect of the surrounding context, which has in
general a cognitive nature and may include the individual participating in the test. Indeed, when the test
is performed and a participant is asked to express a judgement or make a decision on the questionnaire,
the participant operates as a context which interacts, on a cognitive level, with the entity and changes its
state in a way that is generally indeterministic, that is, neither controllable nor predictable. 6. Elaboration of a SCoP Formalism for Cognitive Domains A property a ∈L can be either actual or potential for Ω,
depending on its state. (4)
µ is the “state-transition probability function”, that is, an application µ : Σ × M × Σ −→[0, 1],
such that, for every p, q ∈Σ, e ∈M , µ(q, e, p) is the probability that the state p of Ωis changed
to the state q by the context e. (4)
µ is the “state-transition probability function”, that is, an application µ : Σ × M × Σ −→[0, 1],
such that, for every p, q ∈Σ, e ∈M , µ(q, e, p) is the probability that the state p of Ωis changed
to the state q by the context e. (5)
ν is the “property-applicability probability function”, that is, an application ν : Σ × L −→[0, 1],
such that, for every p, ∈Σ, a ∈L , ν(p, a) is the probability that the property a is actual in the
state p of Ω. (5)
ν is the “property-applicability probability function”, that is, an application ν : Σ × L −→[0, 1],
such that, for every p, ∈Σ, a ∈L , ν(p, a) is the probability that the property a is actual in the
state p of Ω. The above realistic-operational description of any conceptual entity involved in a judgement
or a decision in the SCoP formalism suggest representing these entities,
states,
contexts,
properties, probabilities and dynamics within the Hilbert space formalism, in the sense that, in the
modelling of a given phenomenon in the cognitive domain, once one identifies the conceptual entity,
its states, contexts, properties and statistics of responses, one represents them by means of the usual
representation in Hilbert space. Before coming to the applications, we stress that this description of a judgement/decision process
differs from that of other quantum-based approaches to cognition, where the state corresponds to
a “mental state of the individual participating in the test” (see, e.g., References [4,6,25]). While the latter
description is frequently used, we believe that it does not completely capture all elements involved in
such processes, namely, preparation, contextual interaction, state change. In particular, the notion of
“state of a conceptual entity” introduces a new element, not directly related to beliefs and not previously
used in cognitive science, at the best of our knowledge. 6. Elaboration of a SCoP Formalism for Cognitive Domains The notion is mainly borrowed from physics,
as a test in cognitive science, like an experiment in physics, is a bridge between a preparation and
a measurement. We believe that this notion of state should be a constitutive element of any statistical
theory. This is why we prefer to adopt the description presented here, as it also adheres more closely
to the interpretation of the Hilbert space formalism expounded in modern manuals of quantum theory
(see, e.g., Reference [21]). In the following, we will specify the SCoP formalism for probability judgement tests, like those
performed on conceptual combinations (Section 6.1), and for DM tests, like those performed on
Ellsberg-type situations (Section 6.2), and sketch how a Hilbert space representation of these
phenomena can be constructed. 6. Elaboration of a SCoP Formalism for Cognitive Domains In the SCoP formalism, Ωis described by the 5-tuple (Σ, M , L , µ, ν), where: Entropy 2020, 22, 738 16 of 34 (1)
Σ is the set of all states of Ω. A state p ∈Σ is the result of a preparation procedure of Ωat the
end of which Ωis in the state p. (1)
Σ is the set of all states of Ω. A state p ∈Σ is the result of a preparation procedure of Ωat the
end of which Ωis in the state p. (2)
M is the set of all contexts of Ω. A context e ∈M has typically a cognitive nature and interacts
with Ωchanging in general its state. (3)
L is the set of all properties of Ω. A property a ∈L can be either actual or potential for Ω,
depending on its state. (4)
µ is the “state-transition probability function”, that is, an application µ : Σ × M × Σ −→[0, 1],
such that, for every p, q ∈Σ, e ∈M , µ(q, e, p) is the probability that the state p of Ωis changed
to the state q by the context e. (5)
ν is the “property-applicability probability function”, that is, an application ν : Σ × L −→[0, 1],
such that, for every p, ∈Σ, a ∈L , ν(p, a) is the probability that the property a is actual in the (1)
Σ is the set of all states of Ω. A state p ∈Σ is the result of a preparation procedure of Ωat the
end of which Ωis in the state p. (1)
Σ is the set of all states of Ω. A state p ∈Σ is the result of a preparation procedure of Ωat the
end of which Ωis in the state p. (2)
M is the set of all contexts of Ω. A context e ∈M has typically a cognitive nature and interacts
with Ωchanging in general its state. (2)
M is the set of all contexts of Ω. A context e ∈M has typically a cognitive nature and interacts
with Ωchanging in general its state. (3)
L is the set of all properties of Ω. A property a ∈L can be either actual or potential for Ω,
depending on its state. (3)
L is the set of all properties of Ω. 6. Elaboration of a SCoP Formalism for Cognitive Domains More specifically,
when the first participant enters the laboratory and fills out the questionnaire, the participant “interacts
with this conceptual state presented to her/him in the test”, but prepared, for example, on a paper, by the
experimenter, and changes this state. When the second participant enters the laboratory and fills out
the questionnaire, the participant again interacts with this independently prepared conceptual state and
contextually changes it, and so on – different individuals may determine different changes of state. As
a consequence of this “(measurement) context-induced actualization of potential”, a statistics of responses
can be collected, which can be interpreted as outcome probabilities in the large number limit. In addition,
some properties of the conceptual entity, which were actual (potential) in the initial state in which the
entity is originally prepared, will become potential (actual) in the final state, as a consequence of this
contextual interaction. Now, research on the foundations of quantum physics and quantum probability has allowed
to recover the Hilbert space formalism of quantum theory from “operationally reasonable” axioms,
resting on well defined empirical notions, directly connected with the operations that are performed in
a physics laboratory. In particular, one line of research, initiated by Jauch [67] and Piron [68] in Geneva,
and further developed by the research team in Brussels (see, e.g., References [36,37]), has produced
a “realistic” and “operational” foundation of this kind, which was called the “State Context Property”
(SCoP) formalism. In the ScoP formalism, any physical entity is described by means of the basic
notions of “state,” “context,” “property,” and their mutual statistical relations. If suitable axioms
are imposed on the mathematical structure underlying the SCoP formalism, then the Hilbert space
structure of quantum theory emerges as a unique mathematical representation, up to isomorphisms
(see, e.g., References [36,67,68]). Then, following the analogies above between quantum and conceptual entities, we have
elaborated a realistic-operational foundation of conceptual entities, in which any entity of this kind is
described in terms of its states, contexts, properties, and statistics of outcomes [69]. We resume and
deepen the SCoP description of a conceptual entity in the following. Let Ωbe a conceptual entity, which can be a concept, a combination of concepts, a proposition, or
a more complex DM entity. 6.1. Application of the SCoP Formalism to Human Probability Judgements Let us now consider a membership judgement test in which each participant is asked to judge
membership of the item X with respect to the concept A. In the SCoP formalism, such test corresponds
to a measurement with only two outcomes, or “yes-no measurement”, performed by means of
a membership measurement context eM, in which a property aX of the conceptual entity ΩA is
tested. Hence, the probability of membership, or membership weight, of the item X with respect to the
concept A is formalized by means of a property-applicability probability ν(pA, aX). Let us now come to the representation in Hilbert space and start by a membership judgement
test. The conceptual entity ΩA is associated with an abstract Hilbert space H, and the initial state pA
of A is represented by a unit vector |A⟩∈H. The membership measurement context eM is represented
by a hermitian operator or, equivalently, by a spectral family {M, 1 −M}, where M is an orthogonal
projection operator over H and 1 is the identity operator. Then, the membership weight µ(A) of X
with respect to A coincides with the probability that the outcome “yes” is obtained in the interaction of
ΩA in the state pA with eM, and is calculated through the Born rule of quantum probability, that is,
µ(A) = ∥M|A⟩∥2. The Born rule also applies to measurements with more than two outcomes. For example,
in a typicality judgement test involving the typicality of a family {X1, . . . , Xn} of n distinct items with
respect to the concept A, the typicality measurement context eT is represented by the spectral measure
{M1, . . . , Mn}, where ∑n
i=1 Mi = 1 and MiMj = δijMi, i, j = 1, . . . , n, and the probability µi(A) that
the item Xi is judged as a typical example of the concept A is given by the quantum probability
µi(A) = ∥Mi|A⟩∥2, i = 1, . . . , n. An interesting aspect concerns the final state of a conceptual entity ΩA after a judgement test. We assume the existence of a non-empty class of cognitive tests that correspond to ideal first kind
measurements in the standard quantum sense, that is, measurements that satisfy the “Lüders postulate”. Suppose for example that the item Xi, i = 1, . . . 6.1. Application of the SCoP Formalism to Human Probability Judgements We apply in this section the SCoP formalism to the judgements that are expressed when
participants are asked about typicality and membership probabilities with respect to concepts and
their combinations. This will allow us to construct a general Hilbert space representation of the
phenomenology encountered in Section 2. Let A be a concept and let us consider judgement tests in which a sample of participants are asked
in a questionnaire to judge typicality or membership of specific items with respect to the concept A,
as in Section 2. We associate A with the conceptual entity ΩA following the prescriptions in Section 6. In particular, the information and meaning content of the questionnaire provides a preparation of ΩA
at the end of which ΩA is in a defined state pA. A context e interacts with the conceptual entity ΩA and can change its initial state pA. A relevant
context is the one introduced by the judgement test itself. Indeed, when the test starts, an interaction
occurs between the conceptual entity ΩA and each participant, in which the state pA of ΩA generally
changes, being transformed into another state p. This interaction, which occurs at a cognitive level, as 17 of 34 Entropy 2020, 22, 738 we have seen in Section 6, is specifically described by a measurement context. For example, when in
a typicality judgement each participant is asked to pick the most typical item in the family {X1, ..., Xn}
of n distinct items and the participant chooses the item Xi, i = 1, . . . , n, then the initial state pA of ΩA
is transformed by the typicality measurement context eT into pXi, as a consequence of the contextual
interaction between ΩA in pA and eT. The change of state of ΩA due to a context e may be either “deterministic”, hence in
principle predictable under the assumption that both pA and e are perfectly known, or “intrinsically
probabilistic”, that is, only the state-transition probability µ(p, e, pA) that the state pA of ΩA changes
to the state p is known. Specifically, in the typicality judgement test above, the typicality of the item Xi
with respect to the concept A is formalized by means of a state-transition probability µ(pXi, eT, pA),
where eT is the typicality measurement context and pXi is the final state of ΩA at the end of the
interaction with eT. 6.2. Application of the SCoP Formalism to Human Decisions plication of the SCoP Formalism to Human Decisions 6.2. Application of the SCoP Formalism to Human Decisions We apply in this section the realistic-operational description of a conceptual entity to the DM tests
studied in Section 5 and sketch how a Hilbert space representation can be constructed in these cases. Let us consider a decision problem where n mutually exclusive and exhaustive elementary events,
E1, . . . , En may occur and the decision-maker has to take a decision between pairs of acts giving
different payoffs which depend on the occurrence of E1, . . . , En. If the required decision has to be taken
in the form of a written answer on a questionnaire, a story is preliminarily presented to each individual
participating in the test. What each individual reads in the questionnaire, interacts with and decides
on defines a preparation of a conceptual entity, which we call “DM entity”, ΩDM. A state p of ΩDM has a conceptual, not physical, nature and incorporates aspects of uncertainty
(e.g., ambiguity). A context e does not pertain to ΩDM but can interact with it. The interaction of ΩDM
with a context e may determine a change of the state of ΩDM from p to a different state q. The probability
of such a state transition is given by the state-transition probability µ(q, e, p), in agreement with the
prescriptions in Section 6. We can also complete the SCoP description of ΩDM introducing properties
and property-applicability probabilities, which is not relevant to Ellsberg-type situations but may play
a role in more complex decision problems. A first cognitive context eC relevant to ΩDM is the context associated with the the n mutually
exclusive and exhaustive elementary events E1, . . . , En. It corresponds to a measurement that can be
performed on ΩDM in a given state p and has n distinct outcomes, or eigenvalues. Each eigenvalue
is associated with a final state pi of ΩDM, which is an eigenstate of eC, as it satisfies the condition
µ(pi, eC, pi) = 1. Thus, the context eC is connected with the elementary event Ei by the fact that the
(subjective) probability µ(Ei, p) that the event Ei occurs when the conceptual entity ΩDM is in the state
p is formalized by means of the state-transition probability µ(pi, eC, p), i = 1, . . . , n. 6.2. Application of the SCoP Formalism to Human Decisions Then, in analogy
with SEUT, we can define an act f = (E1, x1; . . . , En, xn) by associating the monetary payoff xi to the
event Ei, i = 1, . . . , n. Let us now come to the realistic-operational description of the DM process and consider a decision
between acts f1 and f2 and a decision between acts f3 and f4 in Table 4, Section 5, for the sake of
simplicity. Suppose that the meaning content of the questionnaire has prepared the conceptual entity
ΩDM in the initial state p0. Whenever an individual starts pondering between f1 and f2, before a decision
is taken, the individual’s attitude towards ambiguity, for example, ambiguity aversion, is described as
a new cognitive context e12 operating on ΩDM in the initial state p0 and changing p0 to a new state p12. The (subjective) probability that the event Ei occurs in the state p12 is thus µ(Ei, p12) = µ(pi, eC, p12),
i = 1, . . . , n. Similarly, whenever the individual starts pondering between f3 and f4, before a decision is
taken, the individual’s attitude towards ambiguity, for example, again ambiguity aversion, is described
as another cognitive context e34 operating on ΩDM in the initial state p0 and changing p0 to a new state
p34. The (subjective) probability that the event Ei occurs in the state p34 is thus µ(Ei, p34) = µ(pi, eC, p34),
i = 1, . . . , n. The ambiguity averse final states p34 and p34 are responsible of the “inversion of preferences”
which occur in Ellsberg-type situations [70]. Finally, the actual decision between acts f1 and f2 is operationally described as a decision measurement
context eD1 acting on ΩDM in the ambiguity averse state p12, with possible outcomes “yes” and “no”. Similarly, the actual decision between acts f3 and f4 is operationally described as a decision measurement
context eD2 acting on ΩDM in the ambiguity averse state p34, with possible outcomes “yes” and “no”. These contexts give rise of the statistics of outcomes in Ellsberg-type DM tests. The representation of the DM situation above is straightforward. The DM entity ΩDM is associated
with an abstract Hilbert space H . The presence of n mutually exclusive and exhaustive elementary
events suggests choosing H in such a way that it is (isomorphic to) the the complex Hilbert space Cn. 6.1. Application of the SCoP Formalism to Human Probability Judgements , n, was judged as a typical example of the concept
A in the typicality test above. Then, we assume that the final state pXi of ΩA immediately after the
interaction with the typicality measurement context eT is represented by the unit vector |Ai⟩=
Mi|A⟩
∥Mi|A⟩∥. Of course, we agree that cognitive tests exist which do not correspond to ideal first kind measurements
of quantum theory. Nevertheless, it is reasonable to assume that such an ideal first kind state transition
occurs at least in some cases, like the ones discussed here [69]. Coming to a more concrete Hilbert space construction, in a judgement test with n distinct outcomes,
we associate ΩA with a n-dimensional complex Hilbert space H , which can be chosen to be (isomorphic
to) the space Cn, that is, the Hilbert space of all ordered triples of complex numbers. Then, the states of
ΩA are represented by unit vectors of Cn and each orthogonal projection operator Mi projects onto the
one-dimensional subspace generated by the i-th vector of the canonical orthonormal (ON) basis of Cn,
i = 1, . . . , n. The mathematical construction we have put forward here provides a general framework allowing
in principle to represent any probability judgement test in Hilbert space. We will apply the present Entropy 2020, 22, 738 18 of 34 quantum-theoretic framework to over- and under-extension effects and conjunctive and disjunctive
fallacies and the disjunction effect in Sections 7, 7.1 and 7.2, respectively. 7. A Quantum Framework to Represent Concepts and Their Combinations Relying on a one-decade research on the foundations of quantum theory (cfr., Section 6.1), we have
developed a novel framework to represent concepts and their combinations. In this framework,
a conceptual entity can be expressed in terms of the SCoP formalism, hence it admits a Hilbert space
representation [34,71,72]. As we have seen in Section 6, the main novelties can be summarised as follows. (i)
A concept is an entity in a defined state, rather than a container of items. (ii)
A context is a factor that influences the concept and generally changes its state. (iii)
Quantities as typicality, membership, and so forth can be measured on concepts and have
different probabilistic values in different states of the concept. (iii)
Quantities as typicality, membership, and so forth can be measured on concepts and have
different probabilistic values in different states of the concept. We have applied the mathematical formalism of quantum theory to represent conceptual entities,
states, contexts and the corresponding probabilities. The quantum-theoretic framework we have
developed successfully models membership weights of concepts and their combinations [22,31,32,34,35],
conceptual typicality [34,71,72] and borderline contradictions [73] in Section 2. We expose now the fundamentals of the quantum-theoretic framework, starting from the conjunction
of two concepts. We refer to the membership probability judgement tests in Section 2. Let X be an item,
let A and B be two concepts, and let ‘A and B’ be their conjunction. Then, let µ(A), µ(B) and µ(A and B)
be the membership weights of X with respect to A, B and ‘A and B’, respectively. As seen in Section 6.1, conceptual entities are represented in an abstract Hilbert space H . When a
membership judgement test is performed and a questionnaire is presented to the participants, the initial
state of the concept A is represented by the unit vector |A⟩∈H , ∥|A⟩∥= 1, and the initial state of
the concept B is represented by the unit vector |B⟩∈H , ∥|B⟩∥= 1. Suppose that |A⟩and |B⟩are
orthogonal, that is, ⟨A|B⟩= 0, for the sake of simplicity. We represent the initial state of the conjunction
‘A and B’ by the unit vector |A and B⟩=
1
√
2(|A⟩+ |B⟩). √
2
The judgement measurement of a person who judges the membership of X with respect to A, B and
‘A and B’ is represented by the orthogonal projection operator M over H . 6.2. Application of the SCoP Formalism to Human Decisions Hence, a state pv of ΩDM is represented by a unit vector |v⟩∈Cn. A context e is instead represented 19 of 34 19 of 34 Entropy 2020, 22, 738 by a hermitian operator or, equivalently, by a spectral family, over Cn. Thus, the context eC above is
represented by the spectral family {P1, . . . , Pn}, where each Pi represents the elementary event Ei and
projects onto the one-dimensional subspace generated by the i-th vector of the canonical ON basis of Cn. Then, the (subjective) probability µ(p, Ei) that the event Ei, represented by the orthogonal projection
operator Pi, occurs when ΩDM is in the state pv, represented by the unit vector |v⟩, is obtained through
the Born rule of quantum probability, namely, µ(p, Ei) = ∥Pi|v⟩∥2. An act f = (E1, x1; . . . , En, xn) is
represented by the hermitian operator F = ∑n
i=1 u(xi)Pi, where u(xi) is the utility value associated
with the payoff xi. This suggests to finally introduce a state-dependent EU functional Wv( f ) = ⟨v|F|v⟩. p y
gg
y
p
f
The mathematical construction we have put forward here provides a general framework allowing
in principle to represent any DM test in Hilbert space. We will apply the present quantum-theoretic
framework to the Ellsberg three-color and two-urn examples in Section 8. 7. A Quantum Framework to Represent Concepts and Their Combinations We calculate membership
weights by means of the Born rule of quantum probability. More precisely, µ(A)
=
⟨A|M|A⟩,
(20)
µ(B)
=
⟨B|M|B⟩
(21) µ(A)
=
⟨A|M|A⟩,
(20)
µ(B)
=
⟨B|M|B⟩
(21) (20)
(21) (20) (20)
(21) (21) are the probabilities of membership, that is, membership weights, while are the probabilities of membership, that is, membership weights, while (22)
(23) 1 −µ(A)
=
⟨A|1 −M|A⟩,
(22)
1 −µ(B)
=
⟨B|1 −M|B⟩
(23) (22)
(23) (
)
(23) (23) 20 of 34 Entropy 2020, 22, 738 are the probabilities of non-membership, in the initial states of concepts A and B. The probability of
membership in the initial state of ‘A and B’ is thus given by: are the probabilities of non-membership, in the initial states of concepts A and B. The probability of
membership in the initial state of ‘A and B’ is thus given by: µ(A and B) = ⟨A and B|M|A and B⟩= 1
2
µ(A) + µ(B)
+ Re(⟨A|M|B⟩). (24) (24) Equation (24) expresses the “quantum probability formula for the conjunction”. Different cases are
possible for the interference term for the conjunction Re(⟨A|M|B⟩), namely, •
Re(⟨A|M|B⟩) > 0 indicates to constructive interference; •
Re(⟨A|M|B⟩) > 0 indicates to constructive interference; •
Re(⟨A|M|B⟩) = 0 indicates to absence of interference; •
Re(⟨A|M|B⟩) = 0 indicates to absence of interference; •
Re(⟨A|M|B⟩) < 0 indicates to destructive interference. •
Re(⟨A|M|B⟩) < 0 indicates to destructive interference. We follow the same procedure for the disjunction of two concepts. Let µ(A), µ(B) and µ(A or B)
be the membership weights of the item X with respect to the concepts A, B and their disjunction
‘A and B’, respectively. When a membership judgement test is performed and a questionnaire is
presented to the participants, the initial state of the concept A is represented by the unit vector |A⟩∈H ,
and the initial state of the concept B is represented by the unit vector |B⟩∈H , with ⟨A|B⟩= 0. Then,
the initial state of the disjunction ‘A or B’ is represented by the unit vector |A or B⟩=
1
√
2(|A⟩+ |B⟩). 7. A Quantum Framework to Represent Concepts and Their Combinations Indeed, if µ(A) + µ(B) > 1, these equations are satisfied by choosing the
orthogonal projection operator M to project onto the subspace generated by the unit vectors (1, 0, 0)
and (0, 1, 0) of the canonical ON basis of C3. If instead µ(A) + µ(B) ≤1, the equations are satisfied by
choosing M to project onto the subspace generated by the unit vector (0, 0, 1) of the same basis [22]. Let us finally study the disjunction case. Let X be an item and let µ(A), µ(B) and µ(A or B) be the
membership weights of X with respect to A, B and ‘A or B’, respectively. We introduce the quantities
a, b and γ as in Equation (26). The quantum probability formula for the conceptual disjunction in
Equation (25) then becomes satisfy Equations (20)–(24). Indeed, if µ(A) + µ(B) > 1, these equations are satisfied by choosing the
orthogonal projection operator M to project onto the subspace generated by the unit vectors (1, 0, 0)
and (0, 1, 0) of the canonical ON basis of C3. If instead µ(A) + µ(B) ≤1, the equations are satisfied by
choosing M to project onto the subspace generated by the unit vector (0, 0, 1) of the same basis [22]. Let us finally study the disjunction case. Let X be an item and let µ(A), µ(B) and µ(A or B) be the
membership weights of X with respect to A, B and ‘A or B’, respectively. We introduce the quantities
a, b and γ as in Equation (26). The quantum probability formula for the conceptual disjunction in
Equation (25) then becomes µ(A or B) = 1
2
µ(A) + µ(B)
+
q
(1 −a)(1 −b) cos θd,
(30) (30) where θd is the “interference angle for the conjunction”. The unit vectors |A⟩and |B⟩are obtained
from Equations (28) and (29) by replacing θc with θd. The quantum models above enable faithful representation of several data sets, including those in
References [7,8]. While a quantum-theoretic framework that models all existing cases of conceptual
combinations requires an extension in Fock spaces (see, e.g., References [22,34,74]), the models
presented here are anyway falsifiable, as they provide precise predictions on the empirical relationships
between membership weights. We focus on conceptual conjunctions, for the sake of brevity. 7. A Quantum Framework to Represent Concepts and Their Combinations √
2
Using the symbols in Equations (20)–(24), we get that the probability of membership, or membership
weight, of X with respect to ‘A or B’ is given by the following “quantum probability formula for
the disjunction” µ(A or B) = 1
2
µ(A) + µ(B)
+ Re(⟨A|M|B⟩),
(25) (25) where Re(⟨A|M|B⟩) is the interference term for the disjunction. The orthogonal projection operator
M in Equation (24) actually depends on the item X and the conjunction ‘and’, whereas the projection
operator M in Equation (25) actually depends on the item X and the disjunction ‘or’. We have omitted
such dependence here, which actually makes Equations (24) and (25) different, for the sake of simplicity. Let us now construct an explicit representation for the conjunction and the disjunction of two
concepts in the complex Hilbert space C3. Let {(1, 0, 0), (0, 1, 0), (0, 0, 1)} be the canonical ON basis of
C3 (details can be found in References [22,34,35]). Let us again start by the conjunction case. Let X be an item and let µ(A), µ(B) and µ(A and B)
be the membership weights of X with respect to A, B and ‘A and B’, respectively. We introduce the
following quantities: a =
(
1 −µ(A)
if µ(A) + µ(B) ≤1
µ(A)
if µ(A) + µ(B) > 1
b =
(
1 −µ(B)
if µ(A) + µ(B) ≤1
µ(B)
if µ(A) + µ(B) > 1
γ =
(
180◦
if µ(A) + µ(B) ≤1
0
if µ(A) + µ(B) > 1
. (26) (26) The quantum probability formula for the conceptual conjunction in Equation (24) becomes µ(A and B) = 1
2
µ(A) + µ(B)
+
q
(1 −a)(1 −b) cos θc,
(27) (27) ntropy 2020, 22, 738
21 21 of 34 Entropy 2020, 22, 738 Entropy 2020, 22, 738 where θc is the “interference angle for the conjunction”. One can easily verify that the unit vectors |A⟩
=
√
a, 0,
√
1 −a
,
(28)
|B⟩
=
ei(θc+γ)q
(1−a)(1−b)
a
,
q
a+b−1
a
, −
√
1 −b
if µ(A) ̸= 0
ei(θc+γ)(0, 1, 0)
if µ(A) = 0
(29) (28) (29) satisfy Equations (20)–(24). 7. A Quantum Framework to Represent Concepts and Their Combinations For example,
Hampton measured the membership weights of the item Mint with respect to Food, Plant and their
conjunction Food and Plant, finding µ(A) = 0.87, µ(B) = 0.81 and µ(A and B) = 0.90, that is, a case of
double overextension [7]. These data are modelled by θc
=
67.56◦,
(39)
|A⟩
=
(0.93, 0, 0.36),
(40)
|B⟩
=
ei67.56◦(0.17, 0.88, −0.44). (41) (39)
(40)
(41) (40)
(41) (41) Furthermore, Hampton measured the membership weights of Ashtray with respect to Home
Furnishing, Furniture and their disjunction Home Furnishing or Furniture, finding µ(A) = 0.70,
µ(B) = 0.30 and µ(A or B) = 0.25, that is, a case of double underextension [8]. These data are
modelled by θd
=
123.06◦,
(42)
|A⟩
=
(0.84, 0, 0.55),
(43) (42)
(43)
(44) θd
=
123.06◦,
(42)
|A⟩
=
(0.84, 0, 0.55),
(43)
|B⟩
=
ei123.06◦(0.26, 0.58, −0.77). (44) (42) (43)
(44) (44) We conclude this section with two remarks which allow us to understand the effectiveness of the
quantum-theoretic framework presented here, together with its predictive and explanatory capacity. We conclude this section with two remarks which allow us to understand the effectiveness of the
quantum-theoretic framework presented here, together with its predictive and explanatory capacity. Firstly, we have recently generalized Hampton’s tests, extending them to conjunctions and negations of
two concepts [74]. More precisely, we have tested membership weights of items with respect to two concepts
A and B, their negations ‘not A’ and ‘not B’, and all possible conjunctions ‘A and B’, ‘A and not B’,
‘not A and B’, and ‘not A and not B’. We have found systematic overextension in all conjunctions, cases
of double overextension, deviations from classicality in conceptual negations, and a new unexpected and
significant deviation from the marginal law. For example, we have found that (45) µ(A and B) + µ(A and not B) −µ(A) ≈0.5. (45) Looking at data in Reference [74], the left side of Equation (45) is systematically different from 0,
whereas a value of 0 is what one would expect in a Kolmogorovian probability framework. But, the value
is also roughly constant and independent of the item and the pair of concepts. This non-classical result
is exactly predicted by the Fock space model in References [22,34,74], which thus allows to obtain new
classically unexplainable results [75,76]. 7. A Quantum Framework to Represent Concepts and Their Combinations Let us set
∆
µ(A and B)
1
µ(A) + µ(B)
and distinguish two cases as follows ∆AB = µ(A and B) −1
2
µ(A) + µ(B)
and distinguish two cases, as follows. If µ(A) + µ(B) ≤1, µ(A), µ(B) ̸= 1, then,
µ(B) ̸= 1, then, −
q
µ(A)µ(B) ≤∆AB ≤
q
µ(A)µ(B). (31)
If µ(A) + µ(B) > 1, µ(A), µ(B) ̸= 1, then,
−
q
(1 −µ(A))(1 −µ(B)) ≤∆AB ≤
q
(1 −µ(A))(1 −µ(B)). (32) −
q
µ(A)µ(B) ≤∆AB ≤
q
µ(A)µ(B). (31) (31) −
q
(1 −µ(A))(1 −µ(B)) ≤∆AB ≤
q
(1 −µ(A))(1 −µ(B)). (32) (32) Similar constraints have to be satisfied in the disjunction case for the quantum model to be able to
represent empirical data. Similar constraints have to be satisfied in the disjunction case for the quantum model to be able to
represent empirical data. Let us now consider some relevant examples. In the case of Razor with respect to Weapons,
Tools and their conjunction Weapons and Tools, in Section (2), the quantum model gives θc
=
64.02◦,
(33)
|A⟩
=
(0.79, 0, 0.61),
(34)
|B⟩
=
ei64.02◦(0.36, 0.81, −0.47). (35) θc
=
64.02◦,
(33)
|A⟩
=
(0.79, 0, 0.61),
(34)
|B⟩
=
ei64.02◦(0.36, 0.81, −0.47). (35) (33)
(34)
(35) (33) (35) is, the concepts A and B “constructively interfere” in the conjunction ‘A and B’. the case of Curry with respect to Spices, Herbs and their disjunction Spices or Herbs, in Section (2),
antum model gives In the case of Curry with respect to Spices, Herbs and their disjunction Spices or Herbs, in Section (2)
quantum model gives θd
=
65.91◦,
(36)
|A⟩
=
(0.95, 0, 0.32),
(37)
|B⟩
=
ei65.91◦(0.26, 0.58, −0.77). (38) (36)
(37)
(38) θd
=
65.91◦,
(36)
|A⟩
(0 95 0 0 32)
(37) θd
=
65.91◦,
(36)
|A⟩
=
(0.95, 0, 0.32),
(37) d
,
(
)
|A⟩
=
(0.95, 0, 0.32),
(37) |A⟩
=
(0.95, 0, 0.32),
(37)
|B⟩
=
ei65.91◦(0.26, 0.58, −0.77). (38) |B⟩
=
ei65.91◦(0.26, 0.58, −0.77). (38) (38) 22 of 34 Entropy 2020, 22, 738 Also in this case, the concepts A and B “constructively interfere” in the disjunction ‘A or B’. The quantum model also works in other cases that are classically highly problematical. 7. A Quantum Framework to Represent Concepts and Their Combinations Secondly, the quantum-theoretic framework presented here reveals the presence of genuine
quantum effects in the formation and combination of natural concepts, namely, contextuality,
interference, superposition, and emergence. In particular, to grasp the importance of the latter,
let two compare the following experimental results in References [8,74] for the item Olive with respect
to the natural concepts Fruits, Vegetables, Fruits and Vegetables, and Fruits or Vegetables. Hampton found
µ(A) = 0.50, µ(B) = 0.10 and µ(A or B) = 0.80 in his test [8], whereas we found µ(A) = 0.56,
µ(B) = 0.63 and µ(A and B) = 0.65 in ours [74]. Despite individual numerical differences, which can however be explained [74], both data exhibit
non-classicality, namely, violation of Equation (16) in the disjunction and double overextension in the
conjunction. More important, Olive scores similar membership weights in the disjunction and the
conjunction case, that is, its membership weight is substantially independent of the combination that is
considered. This clearly indicates that situations exist where people do not really take into account whether
two concepts are combined through the connective ‘or’ or the connective ‘and’, but they actually judge
whether the given item is a member of the new emergent concept, meant as a standalone entity, regardless 23 of 34 Entropy 2020, 22, 738 of the way it is obtained. This is a form of “conceptual emergence” and reveals the presence of a conceptual,
or emergent, reasoning, which acts simultaneously with logical reasoning, in human thought [34]. We believe that it is this conceptual, or emergent, reasoning that is responsible of the other
probability judgement errors studied in Section 3. In fact, the quantum conceptual framework
presented here enables modelling of more general probability judgements, as we will explicitly
see in the next two sections. 7.1. An Application to Conjunctive and Disjunctive Fallacies 7.1. An Application to Conjunctive and Disjunctive Fallacies We present in this section the quantum conceptual explanation we have recently elaborated for
conjunctive and disjunctive fallacies—the observed empirical deviations from classicality can be interpreted
as overextension effects and underextension effects, respectively. Hence, they can modelled using the
quantum-theoretic framework we have developed in Section 7 for conceptual combinations. As such, these
fallacies are not real errors but, rather, genuine expressions of quantum structures, in human reasoning,
namely, conceptual emergence and an underlying conceptual reasoning. We will now elaborate quantum models for the conjunction and the disjunction fallacy borrowing
terminology, methods and the formalism we have developed to model conceptual conjunctions
and disjunctions. We refer to the probability judgement tests in Section 3. Let us denote by X the item Linda, by A
the concept Feminist, by B the concept Bank Teller, by ‘A and B’ the conjunction Feminist and Bank Teller,
and by ‘A or B’ the disjunction Feminist or Bank Teller. Moreover, let us denote by µ(A), µ(B), µ(A and B),
and µ(A or B), the probability that Linda is judged as feminist, bank teller, feminist and bank teller,
and feminist or bank teller, respectively. Finally, we use the terminology of concept theory: thus, µ(A)
becomes the membership weight of Linda with respect to Feminist, µ(B) the membership weight of Linda
with respect to Bank Teller, µ(A and B) the membership weight of Linda with respect to Feminist and Bank
Teller, and µ(A or B) the membership weight of Linda with respect to Feminist or Bank Teller. We start by the conjunction fallacy and represent conceptual entities in an abstract Hilbert
space H . Concepts A and B are represented by the mutually orthogonal unit vectors |A⟩∈H
and |B⟩∈H , respectively. The conjunction ‘A and B’ is instead represented by the unit vector
|A and B⟩=
1
√
2(|A⟩+ |B⟩). Then, we use the quantum probability formula for the conjunction of
two concepts in Equation (24) and rewrite it in the following: µ(A and B) = 1
2
µ(A) + µ(B)
+ Re(⟨A|M|B⟩). (46) (46) In Reference [10], µ(A) + µ(B) = 0.83 + 0.26 = 1.09 > 1. Hence, in the C3 representation,
M projects onto the subspace generated by (1, 0, 0) and (0, 1, 0), the unit vectors become In Reference [10], µ(A) + µ(B) = 0.83 + 0.26 = 1.09 > 1. 7.1. An Application to Conjunctive and Disjunctive Fallacies the concepts A and B “constructively interfere” in the disjunction ‘A or B’. The quantum-theoretic framework enables faithful representation of different data sets (see also
Tables 1 and 2 in Section 3). Then, the explanation we propose for conjunctive and disjunctive fallacies
is that, when the item Linda is considered, together with her story, the concepts Feminist and Bank
Teller destructively interfere in the conjunction Feminist and Bank Teller, meant as a newly emerging
standalone conceptual entity; the same concepts, instead constructively interfere in the disjunction
Feminist or Bank Teller, again meant as a newly emerging standalone conceptual entity [34]. Conjunctive and disjunctive fallacies in human probability judgements can be accounted for genuine
quantum effects, that is, contextuality, interference, superposition and emergence. The conjunction and
the disjunction fallacy in decision theory are respectively the decision-theoretic counterparts of over- and
under-extension effects in concept theory. In analogy with the case of double overextension in conceptual
conjunctions and double underextension in conceptual disjunctions, the quantum-theoretic framework
also predicts the presence of “double conjunction fallacies” and “double disjunction fallacies” [35]. 7.1. An Application to Conjunctive and Disjunctive Fallacies Hence, in the C3 representation,
M projects onto the subspace generated by (1, 0, 0) and (0, 1, 0), the unit vectors become |A⟩
=
q
µ(A), 0,
q
1 −µ(A)
,
(47)
|B⟩
=
eiθc
s
(1 −µ(A))(1 −µ(B))
µ(A)
,
s
µ(A) + µ(B) −1
µ(A)
, −
q
1 −µ(B)
,
(48) (47) (48) and the quantum probability formula can be written as and the quantum probability formula can be written as µ(A and B) = 1
2
µ(A) + µ(B)
+
q
(1 −µ(A))(1 −µ(B)) cos θc,
(49) µ(A and B) = 1
2
µ(A) + µ(B)
+
q
(1 −µ(A))(1 −µ(B)) cos θc,
(49) (49) where θc is the interference angle for the conjunction. From the data in Reference [10]: µ(A)
=
0.83,
(50)
µ(B)
=
0.26,
(51)
µ(A and B)
=
0.36,
(52) µ(A)
=
0.83,
(50)
µ(B)
=
0.26,
(51)
µ(A and B)
=
0.36,
(52) 24 of 34 Entropy 2020, 22, 738 Entropy 2020, 22, 738 we get θc
=
121.44◦,
(53)
|A⟩
=
(0.91, 0, 0.41),
(54)
|B⟩
=
ei121.44◦(0.39, 0.33, −0.86),
(55) θc
=
121.44◦,
(53)
|A⟩
=
(0.91, 0, 0.41),
(54)
|B⟩
=
ei121.44◦(0.39, 0.33, −0.86),
(55) (53)
(54)
(55) (53)
(54) (53) (55) that is, the concepts A and B “destructively interfere” in the conjunction ‘A and B’. Let us then come to the disjunction fallacy and follow the same steps we implemented
for conceptual disjunction. In the Hilbert space H representation, formulas are the same as
in the conjunction fallacy modelling, with the symbol ‘or’ replacing the symbol ‘and’. In the
specific C3 representation, formulas for the disjunction fallacy are instead obtained by replacing
in Equations (48) and (49) the angle θc with the interference angle for the disjunction θd. From the data in Reference [10]: From the data in Reference [10]: µ(A)
=
0.83,
(56)
µ(B)
=
0.26,
(57)
µ(A or B)
=
0.60,
(58) µ(A)
=
0.83,
(56)
µ(B)
=
0.26,
(57)
µ(A or B)
=
0.60,
(58) µ(A)
=
0.83,
(56)
µ(B)
=
0.26,
(57)
µ(A or B)
=
0.60,
(58) (56)
(57)
(58) (56) we get θc
=
81.08◦,
(59)
|A⟩
=
(0.91, 0, 0.41),
(60)
|B⟩
=
ei81.08◦(0.39, 0.33, −0.86),
(61) (59)
(60)
(61) (61) that is, the concepts A and B “constructively interfere” in the disjunction ‘A or B’. 7.2. An Application to the Disjunction Effect We review in this section the quantum conceptual explanation that we have recently elaborated
for the disjunction effect—the empirically observed deviations from classicality can be interpreted as
underextension effects, hence the disjunction effect can be modelled by using the quantum-theoretic
framework we have developed in Section 7 for conceptual disjunctions. In the two-stage gamble,
uncertainty aversion is just one, although an important one, of the conceptual landscapes surrounding
the decision situation, playing the role of context and determining the final choice. Again, the disjunction
effect reveals the presence of genuine quantum structures in human reasoning, namely, contextuality,
interference, superposition and emergence. The quantum-theoretic framework for conceptual disjunctions enables modelling the disjunction
effect in both the two-stage gamble and the Hawaii problem, as we have proved in Reference [35]. In this
section, we apply it to the two-stage gamble. Entropy 2020, 22, 738 Entropy 2020, 22, 738 25 of 34 We refer to the DM error studied in Section 4. Let us preliminarily introduce the terminology of
Section 7 and denote by A the conceptual situation of having won the first gamble, by B the conceptual
situation of having lost lost the first gamble, and by ‘A or B’ the conceptual situation of having won
“or” lost the first gamble. Moreover, let us denote by µ(A) the probability of playing again in the
conceptual situation A, by µ(B) the probability of playing again in the conceptual situation B, and by
µ(A or B) the probability of playing again in the conceptual situation ‘A or B’. The terminology we
use is consistent with the fact that we interpret these decision probabilities as membership weights
with respect to conceptual situations and their disjunction. We represent conceptual entities in an abstract Hilbert space H . Conceptual situations A and
B are represented by the mutually orthogonal unit vectors |A⟩∈H and |B⟩∈H , respectively,
⟨A|B⟩= 0. The disjunction ‘A or B’ is instead represented by the unit vector |A or B⟩=
1
√
2(|A⟩+ |B⟩). Finally, the decision measurement about playing again is represented by the orthogonal projection operator
over H . Then, we apply to the two-stage gamble test the quantum probability formula in for conceptual
disjunctions Equation (25) and rewrite it in the following: µ(A or B) = 1
2
µ(A) + µ(B)
+ Re(⟨A|M|B⟩). (62) (62) In Reference [11], µ(A) + µ(B) = 0.69 + 0.59 = 1.28 > 1. 8. A Quantum Framework for Ellsberg-Type Paradoxes A state
pv of ΩDM incorporates aspects of ambiguity and is represented by the unit vector |v⟩∈C3, ∥|v⟩∥= 1,
that is, |v⟩= ρReiθR|R⟩+ ρYeiθY|Y⟩+ ρBeiθB|B⟩= (ρReiθR, ρYeiθY, ρBeiθB),
(72)
≥0, ρ2
R + ρ2
Y + ρ2
B = 1, θR, θY, θB ∈R |v⟩= ρReiθR|R⟩+ ρYeiθY|Y⟩+ ρBeiθB|B⟩= (ρReiθR, ρYeiθY, ρBeiθB),
(72) (72) e ρR, ρY, ρB ≥0, ρ2
R + ρ2
Y + ρ2
B = 1, θR, θY, θB ∈R where ρR, ρY, ρB ≥0, ρ2
R + ρ2
Y + ρ2
B = 1, θR, θY, θB ∈R where ρR, ρY, ρB ≥0, ρ2
R + ρ2
Y + ρ2
B = 1, θR, θY, θB ∈R For every i = R, Y, B, the (subjective) probability µv(Ei) that Ei occurs in the state pv of ΩDM is
obtained through the Born rule of quantum probability, that is, For every i = R, Y, B, the (subjective) probability µv(Ei) that Ei occurs in the state pv of ΩDM is
obtained through the Born rule of quantum probability, that is, µv(Ei) = ⟨v|Pi|v⟩= |⟨i|v⟩|2 = ρ2
i . (73) (73) Compatibility with the three-color example requires that ρ2
R = 1
3, hence |v⟩= ( 1
√
3
eiθR, ρYeiθY, ρBeiθB) = ( 1
√
3
eiθR, ρYeiθY,
r
2
3 −ρ2yeiθB). (74) (74) Acts f1, f2, f3 and f4 in Table 4 are represented by the hermitian operators Acts f1, f2, f3 and f4 in Table 4 are represented by the hermitian operators F1
=
u(100)PR + u(0)PY + u(0)PB,
(75)
F2
=
u(0)PR + u(0)PY + u(100)PB,
(76)
F3
=
u(100)PR + u(100)PY + u(0)PB,
(77)
F4
=
u(0)PR + u(100)PY + u(100)PB. (78) F1
=
u(100)PR + u(0)PY + u(0)PB,
(75)
F2
=
u(0)PR + u(0)PY + u(100)PB,
(76)
F3
=
u(100)PR + u(100)PY + u(0)PB,
(77)
F4
=
u(0)PR + u(100)PY + u(100)PB. 7.2. An Application to the Disjunction Effect Hence, in the C3 representation, M
projects onto the subspace generated by (1, 0, 0) and (0, 1, 0), and we have In Reference [11], µ(A) + µ(B) = 0.69 + 0.59 = 1.28 > 1. Hence, in the C3 representation, M
projects onto the subspace generated by (1, 0, 0) and (0, 1, 0), and we have |A⟩
=
q
µ(A), 0,
q
1 −µ(A)
,
(63)
|B⟩
=
eiθd
s
(1 −µ(A))(1 −µ(B))
µ(A)
,
s
µ(A) + µ(B) −1
µ(A)
, −
q
1 −µ(B)
,
(64) (63) (64) and the quantum probability formula can be written as and the quantum probability formula can be written as µ(A or B) = 1
2
µ(A) + µ(B)
+
q
(1 −µ(A))(1 −µ(B)) cos θd,
(65) (65) where θd is the interference angle for the disjunction. where θd is the interference angle for the disjunction. From the data in Reference [11]: where θd is the interference angle for the disjunction. From the data in Reference [11]: From the data in Reference [11]: µ(A)
=
0.69,
(66)
µ(B)
=
0.59,
(67)
µ(A or B)
=
0.36,
(68) (66)
(67)
(68) we get we get we get we get θd
=
141.76◦,
(69)
|A⟩
=
(0.83, 0, 0.56),
(70)
|B⟩
=
ei141.76◦(0.43, 0.64, −0.64),
(71) (69)
(70)
(71) (71) that is, the conceptual situations A and B “destructively interfere” in the disjunction ‘A or B’. The quantum-theoretic framework enables faithful representation of different data sets (see also
Table 3 in Section 4), explaining uncertainty aversion as one of the possible context effect produced by
the overall conceptual landscape surrounding the decision situation. In the disjunction effect, a case of
destructive interference occurs when the conceptual situations “winning the first gamble” and “losing the
first gamble” combine in the conceptual disjunction, which is responsible of the double underextension
effects observed empirically. This means that the presence of a conceptual, or emergent, reasoning can be
identified in the disjunction effect too. 26 of 34 26 of 34 Entropy 2020, 22, 738 8. A Quantum Framework for Ellsberg-Type Paradoxes We have recently developed a theoretical framework, along the lines sketched in Section 6.2,
that uses the mathematical formalism of quantum theory to model human DM under uncertainty. The quantum-theoretic framework: (i)
provides a unitary solution for a variety of paradoxes of EUT, including Ellsberg and Machina
paradoxes [33,77,78]; (ii)
enables faithful representation of various sets of empirical data on these paradoxes [33,59,7 (ii)
enables faithful representation of various sets of empirical data on these paradoxes [33,59,77];
(iii)
successfully models shifts of attitudes towards uncertainty, from ambiguity averse to ambiguity
seeking, and viceversa, as due to hope and fear effects [79]; (ii)
enables faithful representation of various sets of empirical data on these paradoxes [33,59,77];
(iii)
successfully models shifts of attitudes towards uncertainty, from ambiguity averse to ambiguity
seeking, and viceversa, as due to hope and fear effects [79]; (iii)
successfully models shifts of attitudes towards uncertainty, from ambiguity averse to ambig
seeking, and viceversa, as due to hope and fear effects [79]; (iv)
opens the way towards a quantum-based extension of SEUT [29,33,77]. We rely on the quantum conceptual framework in Section 6.2 and assume that, in any DM process,
an interaction occurs between the conceptual entity that is the object of the decision, or DM entity, and the
cognitive context, which may include the decision-maker. This interaction changes the (conceptual) state of
the DM entity. Let us apply the quantum-theoretic framework to the Ellsberg three-color example presented in
Section 5. The DM entity ΩDM is the urn with 30 red balls and 60 yellow and black balls in unknown
proportion, and is associated with the Hilbert space C3. Let {(1,0,0), (0,1,0), (0,0,1)} be the canonical
ON basis of C3. For every i = R,Y, B, the elementary event Ei is represented by the one-dimensional
orthogonal projection operator Pi = |i⟩⟨i|, where |R⟩= (1,0,0), |Y⟩= (0,1,0) and |B⟩= (0,0,1). 8. A Quantum Framework for Ellsberg-Type Paradoxes One can show that, for every α >
1
√
3,
the unit vectors the unit vectors
|w1⟩= ( 1
√
3
, α, −
r
2
3 −α2)
(83)
and
|w2⟩= ( 1
√
3
, −
r
2
3 −α2, α)
(84) |w1⟩= ( 1
√
3
, α, −
r
2
3 −α2)
(83) |w1⟩= ( 1
√
3
, α, −
r
2
3 −α2) (83) and |w2⟩= ( 1
√
3
, −
r
2
3 −α2, α)
(84) (84) reproduce Ellsberg preferences [80]. The orthogonality condition ⟨w1|w2⟩= 0 implies α = ±0.7887. We choose α = +0.7887, thus getting |w1⟩
=
(0.5774, 0.7887, −0.2113),
(85)
|w2⟩
=
(0.5774, −0.2113, 0.7887),
(86) (85)
(86) (86) which completes the quantum mathematical modelling of the Ellsberg three-color example. Let us now represent in Hilbert space the data on the three-color example in Reference [59]. The decision measurement between acts f1 and f2 is represented by the spectral family {M, 1 −M},
M = |m⟩⟨m|, with ∥|m⟩∥= 1. From the data in Reference [59], we have ⟨w1|M|w1⟩= 0.82, and one
can show that M =
0.333
0.396
0.256e−i105.07◦
0.396
0.470
0.304e−i105.07◦
0.256ei105.07◦
0.304ei105.07◦
0.197
(87) M =
0.333
0.396
0.256e−i105.07◦
0.396
0.470
0.304e−i105.07◦
0.256ei105.07◦
0.304ei105.07◦
0.197
(87) (87) (see Reference [80]). The decision measurement between acts f3 and f4 is instead represented by the
spectral family {N, 1 −N}, N = |n⟩⟨n|, with ∥|n⟩∥= 1. From the data in Reference [59], we have
⟨w2|N|w2⟩= 0.78, and one can show that N =
0.333
0.276e−i102.87◦
0.382
0.276ei102.87◦
0.229
0.317ei102.87◦
0.382
0.317e−i102.87◦
0.438
(88) (88) (see Reference [80]). We have thus completed the construction of a quantum model for the Ellsberg
three-color example, which also provides data representation of the DM test in Reference [59]. Ambiguity aversion is one of the conceptual landscapes interacting with the DM entity and changing
its state, and genuine quantum effects, namely, contextuality, interference and superposition, occur in
the DM process. The quantum-theoretic framework for human DM under uncertainty can be applied straight to
the two-urn example in Section 5. In this case, we have two DM entities, entity ΩI
DM, the urn with
100 red and black balls in unknown proportion, and entity ΩII
DM, the urn with exactly 50 red balls and
50 black balls. 8. A Quantum Framework for Ellsberg-Type Paradoxes (78) Thus, for every i = 1, 2, 3, 4, the EU Wv( fi) of fi in the state pv is given by Thus, for every i = 1, 2, 3, 4, the EU Wv( fi) of fi in the state pv is given by Wv( f1)
=
⟨v|F1|v⟩= 1
3u(100) + 2
3u(0),
(79)
Wv( f2)
=
⟨v|F2|v⟩= (1
3 + ρ2
Y)u(0) + (2
3 −ρ2
Y)u(100),
(80)
Wv( f3)
=
⟨v|F3|v⟩= (1
3 + ρ2
Y)u(100) + (2
3 −ρ2
Y)u(0),
(81)
Wv( f4)
=
⟨v|F4|v⟩= 1
3u(0) + 2
3u(100)
(82) (79) (82) Entropy 2020, 22, 738 27 of 34 As we can see, the EUs Wv( f1) and Wv( f4) do not depend on pv, in agreement with the fact that
f1 and f4 are unambiguous acts. On the contrary, the EUs Wv( f2) and Wv( f3) do depend on pv, in
agreement with the fact that f2 and f3 are ambiguous acts. As we can see, the EUs Wv( f1) and Wv( f4) do not depend on pv, in agreement with the fact that
f1 and f4 are unambiguous acts. On the contrary, the EUs Wv( f2) and Wv( f3) do depend on pv, in
agreement with the fact that f2 and f3 are ambiguous acts. Let us now come to the DM process. The entity ΩDM is prepared by the questionnaire in the
initial state pv0 represented by the unit vector |v0⟩=
1
√
3(1,1,1), which leads to uniform drawing
probabilities. However, in the pondering between f1 and f2, a first context operates on ΩDM and transforms
pv0 into a new state pv12, depending on individual attitudes towards ambiguity; analogously, in the
pondering between f3 and f4, a second context operates on ΩDM and transforms pv0 into a new state pv34,
again depending on individual attitudes towards ambiguity. To reproduce Ellsberg preferences, we need
to determine two ambiguity averse final states pw1 and pw2, represented by the unit vectors |w1⟩and |w2⟩,
respectively, such that Ww1(f1) > Ww1(f2) and Ww2(f4) > Ww2(f3). 8. A Quantum Framework for Ellsberg-Type Paradoxes Both ΩI
DM and ΩII
DM are associated with the Hilbert space C2. Let {(1, 0), (0, 1)} be the
canonical ON basis of C2. Entropy 2020, 22, 738 28 of 34 For every i = R, B, the elementary event Ei is represented by the one-dimensional orthogonal
projection operator Pi = |i⟩⟨i|, where |R⟩= (1, 0) and |B⟩= (0, 1). A state pv of both ΩI
DM and ΩII
DM
is represented by the unit vector |v⟩∈C2, ∥|v⟩∥= 1, that is, |v⟩= ρReiθR|R⟩+ ρBeiθB|B⟩= (ρReiθR, ρBeiθB)
(89) (89) re ρR, ρB ≥0, ρ2
R + ρ2
B = 1, θR, θB ∈R. where ρR, ρB ≥0, ρ2
R + ρ2
B = 1, θR, θB ∈R. where ρR, ρB ≥0, ρ2
R + ρ2
B = 1, θR, θB ∈R. For every i = R, B, the (subjective) probability µv(Ei) that the event Ei occurs in the state pv is
obtained through the Born rule of quantum probability, that is, µv(Ei) = ⟨v|Pi|v⟩= |⟨i|v⟩|2 = ρ2
i . (90) (90) Acts f1, f2, f3 and f4 in Table 5 are represented by the hermitian operators F1
=
u(100)PR + u(0)PB = F2,
(91)
F3
=
u(0)PR + u(100)PB = F4. (92) (91)
(92) (91) (92) The EU of f1, f2, f3 and f4 in a state pv of both ΩI
DM and ΩII
DM is given by Wv( f1)
=
⟨v|F1|v⟩= ρ2
Ru(100) + ρ2
Bu(0) = ρ2
Ru(100) + (1 −ρ2
R)u(0) = Wv( f2),
(93)
Wv( f3)
=
⟨v|F3|v⟩= ρ2
Ru(0) + ρ2
Bu(100) = ρ2
Ru(0) + (1 −ρ2
R)u(100) = Wv( f4). (94) (93)
(94) (94) Let us now come to the DM process. Both ΩI
DM and ΩII
DM are prepared by the questionnaire in the
initial state pv0 represented by unit vector |v0⟩=
1
√
2|e1⟩+
1
√
2|e2⟩=
1
√
2(1, 1), which leads to uniform
drawing probabilities. Then, since f1 is ambiguous whereas f2 is unambiguous, a pondering between
f1 and f2 will determine a change of ΩI
DM from pv0 to a generally different state pw1, whereas the
same pondering will leave ΩII
DM in the initial state pv0. and the one-dimensional orthogonal projection operators and the one-dimensional orthogonal projection operators and the one-dimensional orthogonal projection operators M
=
0.05
0.21i
−0.21i
0.95
! ,
(103)
N
=
0.93
−0.13i
0.13i
0.02
! (104) (103) (104) reproduce empirical data (see References [70,79] for the details). The construction of a quantum
model for the Ellsberg two-urn example, which reproduces data in Reference [59], is thus completed. However, the quantum model also works for shifts of ambiguity attitudes, as due to hope and fear
effects, in managerial and medical decisions, as proved in Reference [79]. We conclude this section with a remark. According to SEUT, people should take decisions in
such a way to maximize EU with respect to a Kolmogorovian probability measure (cfr., Section 5). The analysis provided here shows instead that the paradoxes of SEUT disappear in a theoretical
framework in which people actually take decisions in such a way to maximize EU with respect to
a non-Kolmogorovian, specifically quantum, probability measure. This suggests to extend EUT in
a Hilbert space formalism along the lines suggested in this paper. 8. A Quantum Framework for Ellsberg-Type Paradoxes Similarly, since f3 is ambiguous whereas f4 is
unambiguous, a pondering between f3 and f4 will determine a change of ΩI
DM from pv0 to a generally
different state pw2, whereas the same pondering will leave ΩII
DM in the initial state pv0. p
2
p
g
DM
p 0
One can then show that, for every 0 ≤α < 1
2, the unit vectors DM
One can then show that, for every 0 ≤α < 1
2, the unit vectors |w1⟩
=
(√
α,
√
1 −α),
(95)
|w2⟩
=
(
√
1 −α, −√
α)
(96) (95)
(96) (95) (96) reproduce Ellsberg preferences f2 ≻f1 and f4 ≻f3 [70]. Indeed, using Equations (93)–(96), we get Wv0( f2)
=
1
2[u(100) + u(0)] > αu(100) + (1 −α)u(0) = Ww1( f1),
(97)
Wv0( f4)
=
1
2[u(100) + u(0)] > (1 −α)u(0) + αu(100) = Ww2( f3). (98) (97) (98) Let us finally represent in Hilbert space the data on the two-urn example in Reference [59]. The decision measurement between acts f1 and f2 is represented by the spectral family {M, 1 −M},
where M = |m⟩⟨m| and ∥|m⟩∥= 1. The decision measurement between acts f3 and f4 is instead
represented by the spectral family {N, 1 −N}, where N = |n⟩⟨n| and ∥|n⟩∥= 1. From the data in (Aerts, Geriente, Moreira, Sozzo 2018) , we have: ⟨w1|M|w1⟩
=
0.82,
(99)
⟨w2|N|w2⟩
=
0.84. (100) (99) (99)
(100) (100) Entropy 2020, 22, 738
29 of 34 py 2020, 22, 738
29 of 3 Entropy 2020, 22, 738 Entropy 2020, 22, 738 29 of 34 One can show that the unit vectors One can show that the unit vectors One can show that the unit vectors One can show that the unit vectors One can show that the unit vectors |w1⟩
=
(0.38, 0.92),
(101)
|w2⟩
=
(0.92, −0.38),
(102) |w1⟩
=
(0.38, 0.92),
(101)
|w2⟩
=
(0.92, −0.38),
(102) and the one-dimensional orthogonal projection operators 9. Conclusions In this paper, we have addressed the question of the foundations of quantum theory as a general
theory for human cognition, that is, the problem of how and why we are justified in applying quantum
models in cognitive domains independently of their empirical effectiveness. To this end, we have
worked out a unitary theoretical framework, inspired by realistic-operational foundations of quantum
physics, to represent in Hilbert space the phenomenology of human judgements and DM under
uncertainty. In it, a cognitive test is described as a two-step process which involves both a preparation
and a measurement on a conceptual entity, while the participant operates in the test as a measurement
context for the entity and changes its state. We note the problem of the measurement with respect to
the calculation in quantum theory. Consequently, both the problem of quanta observational error of the
energy measurement and the inevitable perturbation of the measurement itself arise. On the subject,
including Einsteinian objectivity–and–realism of a quantum theory are nowadays well identified from
a historical–epistemological standpoint. A differ point of view was provided by Dirac. Both scientists
essentially concluded that, at that time, the theory was not mature yet to go into a radical solution. For example, why mathematicians and physicists did not perceive that the change of energy could
be per quanta? (see, e.g., References [81–84] and references therein). Whenever the conceptual entity,
its states, contexts, properties, and mutual statistical relations are identified in the modelling of a given
phenomenon, the quantum-theoretic framework consists in making explicit the usual Hilbert space
representation of entities, states, contexts, properties, probabilities and dynamics. We have applied
this general theory to long-standing cognitive fallacies, but the theory is in principle applicable to
any judgement and decision. The latter remark is important, because the quantum models following
from the general framework presented here work, not only in empirical situations where deviations
from classicality occur, but also in those situations which admit a classical logical and probabilistic
modelling, hence no fallacy occur (see, e.g., classical conjunction and disjunction data in concept
combinations [22,35]). We conclude this section with some remarks that are important, in our opinion, to better grasp
the content of this paper. 9. Conclusions Entropy 2020, 22, 738 Entropy 2020, 22, 738 Entropy 2020, 22, 738 30 of 34 30 of 34 Firstly, we are aware that a SCoP formalism description contains a degree of idealization and that
the large variability in individual differences may play a fundamental role in cognitive processes, which
may even mine the Hilbert space representation of some of these processes (see, e.g., Reference [85]
for an example of a quantum model that incorporates individual differences). Nevertheless, we also
think that a refinement in the description of cognitive processes which takes into account individual
differences is not incompatible with a SCoP formalism description where (i) each individual is
confronted with a conceptual entity preliminarily prepared by a cognitive test in a defined state,
and (ii) the individual acts as a context for the entity, changing its state in a way that is uncontrollable
and unpredictable if not at a statistical level. In this regard, it is worth mentioning that we have
recently studied processes where effects of memory, evidence accumulation and response dynamics
occur in sequential judgements. In these cases, we have proved that, while a general model in
Hilbert space cannot be constructed which agrees with empirical data, however, a SCoP formalism
description can still be worked out which suggests using a non-Kolmogorovian non-quantum model
of probability, called “general tension-reduction (GTR) representation” (see, e.g., Reference [69] and
references therein). Secondly, we do not claim that a “quantum, or quantum-like, theory in Hilbert space” is the
only possible theory for human cognition. And, indeed, some authors have proved that suitable
classical models where noise is postulated at individual level enable representing a variety of empirical
situations where cognitive fallacies occur [86]. On the other side, we also believe that in these cases of
empirical equivalence between different scientific paradigms, also epistemological arguments should
be taken into account. In this regard, the fact that the present quantum-theoretic framework enables
explaining several seemingly different cognitive phenomena in a unitary, cross-disciplinary and
coherent structure, using a minimum number of theoretical hypotheses, are serious epistemological
arguments in favour of a non-Kolmogorovian quantum, or quantum-like, paradigm. Thirdly, there is a tendency, mainly in empirically-based disciplines, to be critical with respect
to a theory that is able to reproduce all possible situations it applies to. 9. Conclusions This is because the theory
contains additional parameters, which may lead one to think that “any type of data can be modelled
by allowing these parameters to get different values”. We agree that, in case we have to do with
an “ad hoc model”, that is, a model especially designed for the circumstance of the situation it models,
this suspicion is grounded. Adding parameters to such an “ad hoc model”, or stretching the already
contained parameters to other values, does not give rise to what we call a theory. On the other hand,
a theory needs to be well defined, its rules, the allowed procedures, its theoretical, mathematical,
and internal logical structure, “independent” of the structure of the models representing specific
situations that can be coped with by the theory. Hence, the theory needs to contain a well defined set of
instructions of “how to produce models for specific situations”. In this regard, we distinguish between
a model that is derived by a general theory, as the ones presented in this paper, and a model specifically
designed to reproduce a number of empirical situations. This is connected with the important issue
of the “predictive power” of quantum models. We refer here to the distinction between the scientific
explanation—in certain epistemological studies also identified with a prediction—and the description
of a scientific account. This distinction is linked with the presence of probabilistic models which
can assume an epistemic role both for the explanatory and the descriptive. The former deals with
experiments, observables, and so forth, the latter deals with data. Of course, within a scientific process,
the activities are connected in a double sense with data. Thus, the explanation–and–description
remains an ambiguous object to solve, especially in cognitive and social sciences where, as mentioned
above, the model plays a surrogate important role in the final decision (observable–data–information)
of the theory. For example, in quantum theory a complex wave function (space and time variables)
describes mathematically the state of a (physical complex vector space) system. For, probabilistic
models calculate (so they do not measure) the probabilities of a state in a given space and time. This was,
of course, not possible in the predictive Newtonian science until 19th century; the same remark applies
to Lagrangian formulation [87,88]. 9. Conclusions Hence, a result is that it is not possible to produce simultaneous 31 of 34 Entropy 2020, 22, 738 measure (and so predictions) of position and momentum, as conjugate variables, to arbitrary precision
such as established by Heisenberg’s uncertainty principle. In other words, an electron probabilistically
can be located in space but without an exact (prediction of the) position. Therefore, quantum theory,
which cannot assign definite values to its variables – by a probabilistic distribution – can scientifically
calculate, so describes–and–explains, the values of certain observables. Models derived from a theory
will generally need more data from a larger set of tests to become predictive for the outcomes of other
not yet performed experiments than this is the case for “ad hoc models”. The reason is that in principle
such models have to be able to faithfully represent data of all possible tests that can be performed. In quantum cognition, the relative exiguity of data, in particular, if compared to physics, prevents
models from having systematic and substantial predictive power. However, we also believe that the
independent applicability of the quantum-theoretic framework presented here constitutes in itself
a strong argument to support this line of the quantum cognition research programme. Author Contributions: All authors contributed equally to this work. All authors have read and agreed to the
published version of the manuscript. Funding: This work was supported by QUARTZ (Quantum Information Access and Retrieval Theory), the Marie
Skłodowska-Curie Innovative Training Network 721321 of the European Union’s Horizon 2020 research and
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pp. 149–167 43. Murphy, G.L.; Medin, D.L. The role of theories in conceptual coherence. Psychol. Rev. 1985, 92, 289–316. [CrossRef] [PubMed] 44. Rumelhart, D.E.; Norman, D.A. Representation in memory. In Stevens’ Handbook of Experimental Psychology;
Atkinson, R.C., Hernsein, R.J., Lindzey, G., Duncan, R.L., Eds.; John Wiley & Sons: Hoboken, NJ, USA, 1988;
pp. 511–587. 33 of 34 Entropy 2020, 22, 738 45. Zadeh, L. A note on prototype theory and fuzzy sets. Cognition 1982, 12, 291–297. [CrossRef] 46. Osherson, D.; Smith, E. On the adequacy of prototype theory as a theory of concepts. Cognition 1981, 9, 35–58. [CrossRef] 46. Osherson, D.; Smith, E. On the adequacy of prototype theory as a theory of concepts. References In Handbook of the Economics of Risk and
Uncertainty; Machina, M.J., Viscusi, K., Eds.; Elsevier: New York, NJ, USA, 2014; pp. 729–807. 58. Machina, M.J.; Siniscalchi, M. Ambiguity and ambiguity aversion. In Handbook of the Economics of Risk and
Uncertainty; Machina, M.J., Viscusi, K., Eds.; Elsevier: New York, NJ, USA, 2014; pp. 729–807. 59. Aerts, D.; Geriente, S.; Moreira, C.; Sozzo, S. Testing ambiguity and Machina preferences within
a quantum-theoretic framework for decision-making. J. Math. Econ. 2018, 78, 176–185. [CrossRef] 60. Gilboa, I.; Marinacci, M. Ambiguity and the Bayesian paradigm. In Advances in Economics and Econometrics:
Theory and Applications; Acemoglu, D., Arellano, M., Dekel, E., Eds.; Cambridge University Press: New York,
NJ, USA, 2013; pp. 179–242. pp
61. Machina, M.J. Risk, ambiguity, and the dark–dependence axioms. Am. Econ. Rev. 2009, 99, 385–392. [CrossRef] 62. Baillon, A.; l’Haridon, O.; Placido, L. Ambiguity models and the Machina paradoxes. Am. Econ. Rev. 2011,
101, 1547–1560. [CrossRef] 63. L’Haridon, O.; Placido, L. Betting on Machina’s reflection example: An experiment on ambiguity. Theory Decis. 2010, 69, 375–393. [CrossRef] 64. Viscusi, W.K.; Chesson, H. Hopes and fears: The conflicting effects of risk ambiguity. J. Risk Uncertain. 1999,
47, 153–178. 65. Ho, J.; Keller, L.R.; Keltyka, P. Effects of outcome and probabilistic ambiguity on managerial choices. J. Risk Uncertain. 2002, 24, 47–74. [CrossRef] 66. Trautmann, S.T.; van de Kuilen, G. Ambiguity attitudes. In The Wiley Blackwell Handbook of Judgment and
Decision Making; Keren, G., Wu, G., Eds.; John Wiley & Sons: New York, NJ, USA, 2015; pp. 89–116. 67. Jauch, J.M. Foundations of Quantum Mechanics; Addison Wesley: Boston, MA, USA, 1968. 68. Piron, C. Foundations of Quantum Physics; W.A. Benjamin: Reading, MA, USA, 1976. 69. Aerts, D.; Sassoli de Bianchi, M.; Sozzo, S. On the foundations of the Brussels operational-realistic approach
to cognition. Front. Phys. 2016. [CrossRef] 70. Sozzo, S. Quantum structures in human decision-making: Towards quantum expected utility. Int. J. Theor. Phys. 2019. [CrossRef] 71. Aerts, D.; Gabora, L. A theory of concepts and their combinations I: The structure of the sets of contexts and
properties. Kybernetes 2005, 34, 167–191. [CrossRef] 72. Aerts, D.; Gabora, L. A theory of concepts and their combinations II: A Hilbert space representation. Kybernetes 2005, 34, 192–221. [CrossRef] 73. Sozzo, S. A quantum probability explanation in Fock space for borderline contradictions. J. Math. Psychol. 2014, 58, 1–12. [CrossRef] 34 of 34 34 of 34 Entropy 2020, 22, 738 74. Sozzo, S. References Conjunction and negation of natural concepts: A quantum-theoretic modeling. J. Math. Psychol. 2015, 66, 83–102. [CrossRef] 75. Aerts, D.; Sozzo, S.; Veloz, T. Quantum structure of negation and conjunction in human thought. Front. Psychol. 2015. [CrossRef] 76. Aerts, D.; Sozzo, S.; Veloz, T. New fundamental evidence of non-classical structure in the combination of
natural concepts. Philos. Trans. R. Soc. A 2015, 374, 20150095. [CrossRef] 77. Aerts, D.; Haven, E.; Sozzo, S. A proposal to extend expected utility in a quantum probabilistic framework. Econ. Theory 2018, 65, 1079–1109. [CrossRef] 78. Machina, M.J. Ambiguity aversion with three or more outcomes. Am. Econ. Rev. 2014, 104, 3814–3840. [CrossRef] 79. Sozzo, S. Representing attitudes towards ambiguity in Hilbert space: Foundations and applications. Found. Sci. arXiv 2020, arXiv:1907.06314. 80. Sozzo, S. Explaining versus describing human decisions. Hilbert space structures in decision theory. Soft Comput. 2019. [CrossRef] 81. Klein, M.J. Max Planck and the beginnings of the quantum theory. Arch. Hist. Exact Sci. 1962, 1, 4
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differences in causal reasoning. J. Math. Psychol. 2018, 87, 76–97. [CrossRef] 86. Costello, F.; Watts, P. Invariants in probabilistic reasoning. Cogn. Psychol. 2018, 100, 1–16. [CrossRef]
[PubMed] 87. Pisano, R.; Capecchi, D. Conceptual and mathematical structures of mechanical science in the western
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number of the form 4n+1 is the sum of two squares. Found. Sci. 2020, 1, 1–32. c⃝2020 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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An adventurous learning journey. Physiotherapists’ conceptions of learning and integrating cognitive functional therapy into clinical practice
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Physiotherapy theory and practice
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Year: 2022 Rights: In Copyright This is a self-archived version of an original article. This version
may differ from the original in pagination and typographic details. Author(s): Holopainen, Riikka; Piirainen, Arja; Karppinen, Jaro; Linton, Steven James;
O’Sullivan, Peter Title: An adventurous learning journey : Physiotherapists’ conceptions of learning and
integrating cognitive functional therapy into clinical practice Please cite the original version: Holopainen, R., Piirainen, A., Karppinen, J., Linton, S. J., & O’Sullivan, P. (2022). An adventurous
learning journey : Physiotherapists’ conceptions of learning and integrating cognitive functional
therapy into clinical practice. Physiotherapy Theory and Practice, 38(2), 309-326. https://doi.org/10.1080/09593985.2020.1753271 Physiotherapy Theory and Practice For Peer Review On
An adventurous learning journey. Physiotherapists’
conceptions of learning and integrating Cognitive Functional
Therapy into clinical practice. Journal:
Physiotherapy Theory and Practice
Manuscript ID
UPTP-2019-0217.R3
Manuscript Type:
Qualitative Research Report
Keywords:
qualitative, physiotherapist, phenomenography, Cognitive Functional
Therapy, Biopsychosocial, implementation or Peer Review
An adventurous learning journey. Physiotherapists’
conceptions of learning and integrating Cognitive Functional
Therapy into clinical practice. Journal:
Physiotherapy Theory and Practice
Manuscript ID
UPTP-2019-0217.R3
Manuscript Type:
Qualitative Research Report
Keywords:
qualitative, physiotherapist, phenomenography, Cognitive Functional
Therapy, Biopsychosocial, implementation w O w O URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu 1
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59 1 URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu Physiotherapy Theory and Practice Page 2 of 47 Page 2 of 47 2 URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu INTRODUCTION For example, an eight-day university course on the cognitive behavioral approach for
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physiotherapists was successful in changing physiotherapists’ beliefs and attitudes, but it did
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not improve patient outcomes (Overmeer, Boersma, Denison, and Linton, 2011). The authors
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concluded that the learning process requires time and experiences of practice and clinical
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supervision, which short courses cannot provide. 14
Qualitative research provides a deeper understanding of these issues and to date, only a few
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qualitative studies have explored physiotherapists’ views on changing their practice into a BPS
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approach in the management of LBP (Karstens et al., 2018; Sanders, Ong, Sowden, and Foster,
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2014). Three specific studies (Cowell et al., 2018; O’Sullivan, O’Sullivan, O’Sullivan, and
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Dankaerts 2013; Synnott et al., 2016) have explored physiotherapists’ views on adopting a CFT
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approach. CFT is an example of a BPS method that challenges more traditional biomechanical
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/ pathoanatomical physiotherapy approaches. It is an integrated physiotherapist-led cognitive
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and behavioral intervention for individualizing the self-management of persistent LBP, once
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serious and specific pathology has been excluded and has shown promising results (O’Sullivan,
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Dankaerts, O’Sullivan, and O’Sullivan, 2015; Vibe Fersum et al., 2013). It uses a BPS clinical
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reasoning framework to explore, identify and manage cognitive, emotional, social, physical and
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lifestyle barriers to recovery (O’Sullivan et al., 2018; Synnott et al., 2016). CFT training aims
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way to train physiotherapists to deliver psychologically informed interventions remains
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unknown, as the results of previous attempts to direct physiotherapists’ practice behavior
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towards the BPS approach have been conflicting. Although attending BPS-orientated
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workshops has shown to positively change physiotherapists’ beliefs in the short term
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(Domenech et al., 2011; O’Sullivan, O’Sullivan, O’Sullivan, and Dankaerts, 2013; Overmeer,
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Boersma, Denison, and Linton 2011), actual translation into a change in clinical behaviors and
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patient outcomes has been challenging (Fritz, Söderbäck, Söderlund, and Sandborgh, 2018;
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Overmeer, Boersma, Denison, and Linton, 2011; Sandborgh, Åsenlöf, Lindberg, and Denison,
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2010). INTRODUCTION 1 1 2
Low back pain (LBP) is a leading cause of disability throughout the world (Hartvigsen et al.,
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2018) and current clinical practice has failed to effectively manage it (Buchbinder et al., 2018). 4
Major guidelines on the management of LBP recommend a biopsychosocial (BPS) management
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approach (Koes et al., 2010; NICE, 2016), and despite recent studies indicating better
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understanding of the BPS framework in physiotherapy, transferring research findings into
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practice is a well-known problem. Unfortunately, professionals’ adherence to evidence-based
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guidelines is poor (O'Sullivan, O’Keeffe, and O’Sullivan, 2017) and both undergraduate and
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postgraduate curricula pay very little attention to integrating psychological (cognitive and
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emotional), social and environmental factors into the management of LBP (Ehrström, Kettunen,
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and Salo, 2018; Foster and Delitto 2011). As a result, many clinicians report feeling
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inadequately skilled to treat patients with persistent pain and struggle to deal with the
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psychosocial factors. They often also stigmatize their patients with persistent pain (Synnott et
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al., 2015; Toye, Seers, and Barker 2017; Zangoni and Thomson, 2017). Furthermore, health
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care professionals, including physiotherapists, often use the BPS model dualistically and
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prioritize biomedical findings. Only when no diagnosis can be found do they turn to
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psychosocial explanations. This indicates a clear need for training health care professionals to
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adopt a non-dualistic biopsychosocial approach to help them better support patients with
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persistent pain (Toye, Seers, and Barker 2017). 5
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way to train physiotherapists to deliver psychologically informed interventions remains
2
unknown, as the results of previous attempts to direct physiotherapists’ practice behavior
3
towards the BPS approach have been conflicting. Although attending BPS-orientated
4
workshops has shown to positively change physiotherapists’ beliefs in the short term
5
(Domenech et al., 2011; O’Sullivan, O’Sullivan, O’Sullivan, and Dankaerts, 2013; Overmeer,
6
Boersma, Denison, and Linton 2011), actual translation into a change in clinical behaviors and
7
patient outcomes has been challenging (Fritz, Söderbäck, Söderlund, and Sandborgh, 2018;
8
Overmeer, Boersma, Denison, and Linton, 2011; Sandborgh, Åsenlöf, Lindberg, and Denison,
9
2010). INTRODUCTION For example, an eight-day university course on the cognitive behavioral approach for
10
physiotherapists was successful in changing physiotherapists’ beliefs and attitudes, but it did
11
not improve patient outcomes (Overmeer, Boersma, Denison, and Linton, 2011). The authors
12
concluded that the learning process requires time and experiences of practice and clinical
13
supervision, which short courses cannot provide. 2
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Qualitative research provides a deeper understanding of these issues and to date, only a few
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qualitative studies have explored physiotherapists’ views on changing their practice into a BPS
16
approach in the management of LBP (Karstens et al., 2018; Sanders, Ong, Sowden, and Foster,
17
2014). Three specific studies (Cowell et al., 2018; O’Sullivan, O’Sullivan, O’Sullivan, and
18
Dankaerts 2013; Synnott et al., 2016) have explored physiotherapists’ views on adopting a CFT
19
approach. CFT is an example of a BPS method that challenges more traditional biomechanical
20
/ pathoanatomical physiotherapy approaches. It is an integrated physiotherapist-led cognitive
21
and behavioral intervention for individualizing the self-management of persistent LBP, once
22
serious and specific pathology has been excluded and has shown promising results (O’Sullivan,
23
Dankaerts, O’Sullivan, and O’Sullivan, 2015; Vibe Fersum et al., 2013). It uses a BPS clinical
24
reasoning framework to explore, identify and manage cognitive, emotional, social, physical and
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lifestyle barriers to recovery (O’Sullivan et al., 2018; Synnott et al., 2016). CFT training aims
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Qualitative research provides a deeper understanding of these issues and to date, only a few
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qualitative studies have explored physiotherapists’ views on changing their practice into a BPS
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approach in the management of LBP (Karstens et al., 2018; Sanders, Ong, Sowden, and Foster,
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2014). Three specific studies (Cowell et al., 2018; O’Sullivan, O’Sullivan, O’Sullivan, and
18
Dankaerts 2013; Synnott et al., 2016) have explored physiotherapists’ views on adopting a CFT
19
approach. CFT is an example of a BPS method that challenges more traditional biomechanical
20
/ pathoanatomical physiotherapy approaches. INTRODUCTION It is an integrated physiotherapist-led cognitive
21
and behavioral intervention for individualizing the self-management of persistent LBP, once
22
serious and specific pathology has been excluded and has shown promising results (O’Sullivan,
23
Dankaerts, O’Sullivan, and O’Sullivan, 2015; Vibe Fersum et al., 2013). It uses a BPS clinical
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reasoning framework to explore, identify and manage cognitive, emotional, social, physical and
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lifestyle barriers to recovery (O’Sullivan et al., 2018; Synnott et al., 2016). CFT training aims
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to equip physiotherapists with these skills through a combination of written resources, training
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workshops that include practical experimentation, and demonstrations with live patients, as well
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as direct clinical supervision and feedback (O’Sullivan et al., 2018; Vibe Fersum et al., 2013). 4
All three qualitative studies (Cowell et al., 2018; O’Sullivan, O’Sullivan, O’Sullivan, and
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Dankaerts, 2013; Synnott et al., 2016) found that after CFT training, physiotherapists reported
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feeling more confident in their capacity and skills to manage the BPS dimensions of non-
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specific persistent LBP. This included increased confidence in identifying patients’
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psychosocial factors and modifying their unhelpful beliefs, understanding the importance of
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therapeutic alliance and listening skills, and increased focus on everyday functional
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movements. However, the effects of these changes on patient outcomes are not known. The
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physiotherapists in the Synnott et al. (2016) and Cowell et al. (2018) studies had undergone
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intensive CFT training, which included clinical supervision, and the trainers deemed the
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physiotherapists in the Synnott et al. (2016) study competent in delivering CFT. The twelve
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physiotherapists in the O’Sullivan, O’Sullivan, O’Sullivan and Dankaerts (2013) study were
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interviewed after participating in nine days of CFT workshops, but without clinical supervision. 16
As the study included physiotherapists who had changed their beliefs to a greater extent than
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average, some of whom had previous knowledge of CFT, these findings may not represent the
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perspective of other physiotherapists who attended the CFT workshops and reported less
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change in their back-pain beliefs. URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu INTRODUCTION 0
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has been intensive and has included direct supervision and feedback (Synnott et al., 2016; Vibe
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Fersum et al., 2015), which may be a barrier to broad implementation across the profession. It
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is not known whether less intensive approaches are effective in training physiotherapists in CFT
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in a non-native English-speaking country. To keep the training in line with the usual delivery
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of continuing education courses, we conducted a training intervention that consisted of four to
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six days of workshops combined with a web-based platform offering optional individual
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learning tasks to support learning. Importantly, the training included no clinical supervision of
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the physiotherapists. We investigated the views of all the physiotherapists who participated in
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the workshops. 10
A learning process is always an individual experience and is different for each participant. 11
However, previous studies have paid little attention to the variation between the
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physiotherapists’ different kinds of experiences of learning and integrating CFT. The aim of
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the present study was to identify and explore physiotherapists’ conceptions of learning the
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principles of CFT and integrating it into clinical practice. 15
METHODS
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Study design
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To explore the physiotherapists’ conceptions of learning about and integrating CFT into clinical
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practice, we employed a qualitative research design (Åkerlind, 2017) involving semi-structured
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interviews of twenty-two physiotherapists who attended a four-day CFT workshop in April
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2016. We chose a phenomenographic approach as this allowed us to explore the variation in
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the conceptions of the participating physiotherapists (Åkerlind, 2005; Åkerlind, 2017). INTRODUCTION 22
Physiotherapists’ training
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has been intensive and has included direct supervision and feedback (Synnott et al., 2016; Vibe
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Fersum et al., 2015), which may be a barrier to broad implementation across the profession. It
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is not known whether less intensive approaches are effective in training physiotherapists in CFT
4
in a non-native English-speaking country. To keep the training in line with the usual delivery
5
of continuing education courses, we conducted a training intervention that consisted of four to
6
six days of workshops combined with a web-based platform offering optional individual
7
learning tasks to support learning. Importantly, the training included no clinical supervision of
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the physiotherapists. We investigated the views of all the physiotherapists who participated in
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the workshops. 2
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A learning process is always an individual experience and is different for each participant. 11
However, previous studies have paid little attention to the variation between the
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physiotherapists’ different kinds of experiences of learning and integrating CFT. The aim of
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the present study was to identify and explore physiotherapists’ conceptions of learning the
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principles of CFT and integrating it into clinical practice. Physiotherapy Theory and Practice Page 6 of 47 6 6 1
The aim of the training intervention was to: 1. present a multi-dimensional framework for
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understanding the biopsychosocial nature of LBP, 2. provide training in communication skills
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to explore the cognitive, emotional and behavioral aspects of LBP, and 3. develop an
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understanding of how to deliver CFT to patients with persistent LBP (O’Sullivan et al., 2018). 5
It consisted of lectures, group discussions and patient demonstrations in line with previous
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studies, to enhance learning (O’Sullivan, O’Sullivan, O’Sullivan, and Dankaerts, 2013; Main
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et al., 2012). The more detailed content of the initial training intervention is presented in Table
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1 and the CFT approach is described in further detail in O’Sullivan et al. (2018). The
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continuation of learning after the training sessions was supported by providing optional
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individual learning tasks (reporting of patient cases) and additional reading materials on a web-
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based platform. A two-day booster session was held in January 2017, which 12 of the
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physiotherapists attended. The booster session included four patient demonstrations that we
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used to deepen the physiotherapists’ knowledge of the application of CFT (Table 2). The
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workshops were delivered by Peter O’Sullivan (initial workshop); Kasper Ussing (booster
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workshop), who also delivered the CFT part of the training; and Steven J. Linton, who delivered
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the communication and psychosocial part of the training in the initial workshop. 4
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understanding the biopsychosocial nature of LBP, 2. provide training in communication skills
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to explore the cognitive, emotional and behavioral aspects of LBP, and 3. develop an
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understanding of how to deliver CFT to patients with persistent LBP (O’Sullivan et al., 2018). 5
It consisted of lectures, group discussions and patient demonstrations in line with previous
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studies, to enhance learning (O’Sullivan, O’Sullivan, O’Sullivan, and Dankaerts, 2013; Main
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et al., 2012). The more detailed content of the initial training intervention is presented in Table
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1 and the CFT approach is described in further detail in O’Sullivan et al. (2018). Study design URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu Physiotherapy Theory and Practice Physiotherapy Theory and Practice The
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continuation of learning after the training sessions was supported by providing optional
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individual learning tasks (reporting of patient cases) and additional reading materials on a web-
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based platform. A two-day booster session was held in January 2017, which 12 of the
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physiotherapists attended. The booster session included four patient demonstrations that we
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used to deepen the physiotherapists’ knowledge of the application of CFT (Table 2). The
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workshops were delivered by Peter O’Sullivan (initial workshop); Kasper Ussing (booster
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workshop), who also delivered the CFT part of the training; and Steven J. Linton, who delivered
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the communication and psychosocial part of the training in the initial workshop. 17
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Table 1. Content of initial four-day workshop here
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Table 2. Content of two-day booster session here
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Participants
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The participants represented a purposive sample of 22 of the 23 physiotherapists who
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participated in the initial CFT training workshop. One physiotherapist dropped out of the project
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60 Participants The interviews began by asking: “Tell me about your process of learning CFT and
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implementing it in clinical practice” and “How do you see CFT now – what does it mean to
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you?”, and continued dialogically according to the interviewees’ answers (see interview guide
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Appendix 2.) The interview guide was pilot tested by a member of the research group who was
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after the initial workshop because she changed jobs. We invited primary health care (public
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health care and occupational health care) study sites from across Finland by contacting the
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physical and rehabilitation medicine specialists of the hospital districts or the persons in charge
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of treating musculoskeletal problems in occupational health care. The sites were only included
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if they were interested in participating in the feasibility study and committed to reimbursing the
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travel and salary costs of their personnel. The participating physiotherapists were selected from
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the involved units by the persons in charge, and the researchers did not influence this selection. 8
The first author contacted all the physiotherapists by email and all 22 agreed to participate in
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the interviews. They were from all over Finland and worked in both public outpatient clinics
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(14) and occupational (8) health care units. Three of them were men and 19 women, with a
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mean age of 47 years (33–61). They had an average of 20 (9–31) years of clinical experience
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after graduation. Appendix 1 shows detailed information on the participants’ gender, age, work
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experience, health care setting and amount of CFT training. 14
Data collection
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The first author, who was not involved in planning and delivering the workshops, collected the
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data in spring 2017 after the end of the training intervention. She was present during the
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workshops to understand the process of the training but was otherwise unknown to the
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participants. The semi-structured interviews took place at the physiotherapists’ workplaces
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according to their wishes. They were conducted in Finnish and only the interviewer and the
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interviewee were present. The quotations were later translated into English by a professional
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translator. URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu Data collection 15
The first author, who was not involved in planning and delivering the workshops, collected the
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data in spring 2017 after the end of the training intervention. She was present during the
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workshops to understand the process of the training but was otherwise unknown to the
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participants. The semi-structured interviews took place at the physiotherapists’ workplaces
19
according to their wishes. They were conducted in Finnish and only the interviewer and the
20
interviewee were present. The quotations were later translated into English by a professional
21
translator. The interviews began by asking: “Tell me about your process of learning CFT and
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implementing it in clinical practice” and “How do you see CFT now – what does it mean to
23
you?”, and continued dialogically according to the interviewees’ answers (see interview guide
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Appendix 2.) The interview guide was pilot tested by a member of the research group who was
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not involved in this study but had undergone CFT training. The interviews lasted 62 minutes
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on average (47–81) and were audio-recorded and transcribed verbatim (clean, word-to-word)
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by the first author (Åkerlind, 2008; Brinkmann, 2013). The resulting data consisted of 368
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pages (font =Times New Roman 12, spacing = 1.5). Participant validation of the
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transcripts/findings was not carried out (Åkerlind, 2005). 6
Data analysis
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In the present study, we aimed to outline the variation among physiotherapists’ conceptions of
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learning and integrating CFT into clinical work. We chose a phenomenographic approach
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because it enables systematic identification and description of qualitatively different ways of
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experiencing a phenomenon (Marton and Pong, 2005; Åkerlind, 2005) and the identification of
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the variation in the physiotherapists’ conceptions and of the hierarchical structure of the
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conceptions (Åkerlind, 2005; Åkerlind, 2008). Phenomenographic studies aim to elucidate the
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second order perspective; to present the participants’ conceptions in categories of description
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that illustrate the variation in how the participants understand the phenomenon in question
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(Marton and Pong, 2005; Åkerlind, 2017). 16
The phenomenographic analysis followed the principles presented in the literature (Marton and
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Pong, 2005; Åkerlind, 2005; Åkerlind, 2008). Data collection Phenomenography is a data-driven approach,
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which means that all findings arise from the data (Åkerlind, 2005). Although the categories of
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description were derived from the physiotherapists’ interviews, they do not directly represent
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different types of individuals: They describe the variation in the physiotherapists’
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not involved in this study but had undergone CFT training. The interviews lasted 62 minutes
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on average (47–81) and were audio-recorded and transcribed verbatim (clean, word-to-word)
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by the first author (Åkerlind, 2008; Brinkmann, 2013). The resulting data consisted of 368
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pages (font =Times New Roman 12, spacing = 1.5). Participant validation of the
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transcripts/findings was not carried out (Åkerlind, 2005). URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu Data analysis URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu 9
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one conception or may have had conceptions that belonged to different categories, related to
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different themes. 3
The analysis process began by the first author listening to the interviews and reading the
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transcripts several times to become familiar with the data and to identify the meaningful units. 5
The selected quotes made up the data pool from which the similarities and differences, as well
6
as the structural relationships, were identified. The initial coding of the data was conducted
7
using a Microsoft Word (Microsoft Corp, Redmond, Washington, USA) document and the
8
themes were found by sorting the printed quotes into piles and examining borderline cases (RH
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& AP). As the themes emerged, we compared and contrasted the selected quotes in an iterative
10
manner. During this process, we observed that each theme varied hierarchically and by
11
comparing the variation of the themes, we defined the categories of the phenomenon. During
12
the analysis, the results were discussed in the larger study groupwith all of the authors and in a
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group of qualitative researchers professionals familiar with qualitative research methods, and
14
the consistency between the original data and our findings was constantly evaluated to minimize
15
the influence of our own interpretations. The categories of description were organized
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hierarchically – some conceptions were more complex or more complete than others. These
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categories of description represented the expanding awareness of the phenomenon of learning
18
and integrating CFT into clinical practice. During this process, the categories’ critical aspects
19 were identified. These critical aspects of awareness highlight the transitions between the
20
categories of description and describe what is needed to move from the understanding of one
Page 9 of 47
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one conception or may have had conceptions that belonged to different categories, related to
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different themes. Data analysis The reporting
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of the study adhered to the consolidated criteria for qualitative research (COREQ) guidelines
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(Tong, Sainsbury, and Craig, 2007). 3
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RESULTS
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The phenomenon of learning and integrating CFT into clinical practice, as reported by the
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physiotherapists, was captured by five hierarchical categories of description: I) Recognizing
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the difference of the new approach; II) The new approach challenging current practice; III)
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Waking up to explore; IV) Commitment to the new approach; and V) Expanding the application
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of the new approach. These categories were hierarchically structured, and the latter categories
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represent more developed conceptions of learning and integration of the CFT approach than the
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former categories. They varied on the basis of four themes: 1) Membership of work community;
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2) Learning journey; 3) Transition to new working methods; and 4) Professional role as a
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physiotherapist (Table 3, Figure 1). P
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of the study adhered to the consolidated criteria for qualitative research (COREQ) guidelines
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(Tong, Sainsbury, and Craig, 2007). 3
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RESULTS
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The phenomenon of learning and integrating CFT into clinical practice, as reported by the
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physiotherapists, was captured by five hierarchical categories of description: I) Recognizing
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the difference of the new approach; II) The new approach challenging current practice; III)
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Waking up to explore; IV) Commitment to the new approach; and V) Expanding the application
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of the new approach. These categories were hierarchically structured, and the latter categories
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represent more developed conceptions of learning and integration of the CFT approach than the
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former categories. Data analysis 3
The analysis process began by the first author listening to the interviews and reading the
4
transcripts several times to become familiar with the data and to identify the meaningful units. 5
The selected quotes made up the data pool from which the similarities and differences, as well
6
as the structural relationships, were identified. The initial coding of the data was conducted
7
using a Microsoft Word (Microsoft Corp, Redmond, Washington, USA) document and the
8
themes were found by sorting the printed quotes into piles and examining borderline cases (RH
9
& AP). As the themes emerged, we compared and contrasted the selected quotes in an iterative
10
manner. During this process, we observed that each theme varied hierarchically and by
11
comparing the variation of the themes, we defined the categories of the phenomenon. During
12
the analysis, the results were discussed in the larger study groupwith all of the authors and in a
13
group of qualitative researchers professionals familiar with qualitative research methods, and
14
the consistency between the original data and our findings was constantly evaluated to minimize
15
the influence of our own interpretations. The categories of description were organized
16
hierarchically – some conceptions were more complex or more complete than others. These
17
categories of description represented the expanding awareness of the phenomenon of learning
18
and integrating CFT into clinical practice. During this process, the categories’ critical aspects
19 were identified. These critical aspects of awareness highlight the transitions between the
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categories of description and describe what is needed to move from the understanding of one
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category of description to a more complex one (Åkerlind, 2005; Åkerlind, 2008). 22
We obtained ethical approval from the Northern Ostrobothnia Hospital District Ethics
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Committee. Before conducting the interviews, we explained the nature of the study to the
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participating physiotherapists. The interviewees provided their informed consent. Data analysis They varied on the basis of four themes: 1) Membership of work community;
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2) Learning journey; 3) Transition to new working methods; and 4) Professional role as a
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physiotherapist (Table 3, Figure 1). 14
The abbreviations at the end of the quotes identify the participating physiotherapists and page
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number of the transcript. The variation of the themes within each category of description are
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highlighted by the name of each theme in bold and the name of each theme of variation in
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italics throughout the results section (see Table 3). 18
Insert Table 3 here. 19
Category I Recognizing the difference of the new approach
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This category describes physiotherapists’ perceptions of learning about CFT and the
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realizations that arose, especially at the beginning of the learning journey during the workshop
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and after returning to the clinic. This highlighted the great difference of the CFT approach; the
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physiotherapists’ previous ways of working, and the ways in which their colleagues still
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worked. As a result, they reported feeling isolated in their work communities and resistance
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Category I Recognizing the difference of the new approach 11
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towards the approach and the training, and insecurity about their skills. They also reported
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doubting whether this was the right way in which to work. Some were unable to accept the
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proposed change in their work, and their learning journey did not continue beyond the
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conceptions described in this category. 5
The first identified theme of variation was membership of the work community, which in this
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category consists of loneliness in one’s work community. The physiotherapists felt isolated in
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their work communities, as others did not understand their new way of working, and they had
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insufficient opportunities to share their thoughts due to a combination of busy workdays and a
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lack of physiotherapists in the same unit. 10
“This is quite a lonely job; I can’t share these thoughts with anybody.” V24
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”In practice [during the workdays] there is not time to discuss but if there would be a forum
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where we could share our experiences…” Q13
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The second theme of variation, the learning journey, in this category focused on resistance
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towards the new approach and training style. The resistance came as a surprise to some of the
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participants and it was seen as a barrier to learning during the workshop. They understood that
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the trainers wanted to wake them up, but a few of them found the way of training somewhat
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abrasive and the patient demonstrations a manifestation of a “guru culture”. Most
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physiotherapists were able to overcome the resistance, but for some it prevented their learning
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journey from properly starting. 19
Category I Recognizing the difference of the new approach 20
“During the first two days, I shared a room with X and we had quite tough discussions in the
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evenings and went for walks to ventilate and it felt quite surreal, I just couldn’t accept it even
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though the patient cases were clear…my reaction was strong and it took me by surprise that I
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reacted so strongly, when thinking about it in hindsight… I don’t know, maybe changing one’s
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own thoughts and beliefs was just so hard…” C1
Page 11 of 47
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60 Physiotherapy Theory and Practice Page 11 of 47 11 towards the approach and the training, and insecurity about their skills. They also reported
doubting whether this was the right way in which to work. Some were unable to accept the
proposed change in their work, and their learning journey did not continue beyond the
conceptions described in this category. Physiotherapy Theory and Practice Page 12 of 47 Page 12 of 47 12 1
“My memory is that we didn’t go through some of the key things in communication, but it was
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just him [POS] showing off in front of us, just like this video presenting this man who got better,
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which… in my opinion, diminished his credibility, with him boosting his messages with stuff
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just like healers and preacher healers do…they have these videos as well, so it doesn’t
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contribute anything” B17
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In this category, the third theme, transition to new working methods was related to the
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physiotherapists feeling insecure about applying CFT in their practice and changing their own
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way of working. Through experience they accepted parts of it, but they felt they had insufficient
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training and practice to become confident, because they considered most of their patient
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population unsuitable for the CFT approach (e.g. patients with acute pain). They also reported
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insecurity about their clinical reasoning skills in the BPS framework and about their knowledge
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of pain science and psychosocial factors. 19
Category I Recognizing the difference of the new approach Applying certain aspects of the CFT approach was
13
perceived as difficult and the uncertainties reported by the physiotherapists varied. 14
“I just wish I had more of these [low back pain] patients, there are so many patients with
15
shoulder pain and I would need to be able to practice this broader approach” G14
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”Sometimes…I feel like that is this too psychological this approach that I am not ready to think
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about these things with the patient so deeply and to reflect her thoughts like I don’t have that
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kind of training I can’t do that” I3
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“Well, maybe it was drawing the summary…I haven’t done it many times so far… maybe it felt
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kind of the hardest thing…somehow I don’t trust myself to make it visible so the patient can see
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what the cause and effect relationships are… that kind of uncertainty…” O9
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Despite the various challenges to adopting the approach, the physiotherapists reported that their
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professional role as a physiotherapist had changed. 19
Category I Recognizing the difference of the new approach In this category, they reported having
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started to look at their patients in a different way, understanding that there was no one correct
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“My memory is that we didn’t go through some of the key things in communication, but it was
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just him [POS] showing off in front of us, just like this video presenting this man who got better,
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which… in my opinion, diminished his credibility, with him boosting his messages with stuff
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just like healers and preacher healers do…they have these videos as well, so it doesn’t
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contribute anything” B17 1
“My memory is that we didn’t go through some of the key things in communication, but it was
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just him [POS] showing off in front of us, just like this video presenting this man who got better,
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which… in my opinion, diminished his credibility, with him boosting his messages with stuff
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just like healers and preacher healers do…they have these videos as well, so it doesn’t
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contribute anything” B17 “Well, maybe it was drawing the summary…I haven’t done it many times so far… maybe it felt
kind of the hardest thing…somehow I don’t trust myself to make it visible so the patient can see
what the cause and effect relationships are… that kind of uncertainty…” O9 Physiotherapy Theory and Practice Physiotherapy Theory and Practice Page 13 of 47 13 13
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way to move. They noticed that many LBP patients needed relaxation rather than exercises that
2
created more tension and started to observe different aspects in their patients’ movement
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behaviors. URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu 19
Category I Recognizing the difference of the new approach Physiotherapy Theory and Practice Physiotherapy Theory and Practice Page 14 of 47 14 14
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“It is usually maximum one hour and I should also do the documentation before the next patient
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arrives so… this lack of time…these patients would need much more time.” G8
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”If we do this kind of thing [CFT] we need to have some kind of [psychological] support for
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these patients if they haven’t gotten into contact yet, like I don’t feel like a professional in those
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things even though I feel that I communicate with the patients quite well…we have lots of small
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groups and some pain groups and breathing groups but it’s not the same, these people need
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individual [management]… well, I think seeing the need to get these things working was
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certainly the biggest transformation in this process.” E3
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“… mostly… in the beginning we had certain structures for doing this kind of preventive
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assessment and all the materials and templates were there… with this kind of risk-based model
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of patients’ own opportunities to influence the situation and motor control tests that I now feel
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are less important, but I still need to give the material to the patient and I feel that I don’t want
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to so I need to fight it because I see that the old materials are not what I would like to give the
14
patient.” C12
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The physiotherapists faced personal challenges during the journey. They reported not being
16
able to fully engage in learning, despite recognizing the need for change, because of a lack of
17
English language skills, difficult life situations and other commitments. Their learning
18
journey was not progressing in the way they wanted. 19
Category I Recognizing the difference of the new approach 4
”It’s kind of a relief that you don’t always need to think that you must do something but you
5
are allowed be laid-back and to relax, there is no right and wrong… no wrong kind of a body
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and there is no right or wrong kind of sitting posture or…for example during our first day of
7
training that we had a year ago, there were many little things, just basics on how to turn relaxed
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and lift and be relaxed…” E3
9
“Well, firstly observing the patient …with new eyes, with me immediately looking if he’s tensing
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some part of his body or if he’s relaxed. Is there some avoidance behavior to do with his
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tension… it starts with … observing his basic movement: how he sits, how he undresses, how
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he is, and it already gives some direction to the whole interview part.” F2
13
14
Category II Towards integrating the new approach
15
The focus of this category was on the practical challenges that the physiotherapists faced when
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trying to integrate their newly learned skills into their practice. There were multiple barriers to
17
the integration of these skills even though they wanted to change their practices, and in this
18
category, old and new ways of working were often combined. 19
The physiotherapists’ understanding and experiences of membership of their work
20
community expanded from the first category to the second. They started reflecting on the
21
organizational processes as barriers to integrating CFT into practice. They reported a lack of
22
capacity to deliver CFT due to short appointment times, being constantly in a hurry and unclear
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referral pathways. Some also reported feeling the need to adhere to old protocols that they no
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longer saw as valid. 1
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created more tension and started to observe different aspects in their patients’ movement
behaviors. 19
Category I Recognizing the difference of the new approach 19
”Firstly, the English language is not one of my strengths… I looked more at the examples
20
[patient demonstrations] and tried to learn from them.” S1
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“But immersing myself and getting into the subject has now been of secondary importance
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because of, well, being busy at work and thinking about personal stuff, so I would’ve gotten
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much more out of this… if I had… studied it.” E17
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In this category, the transition to new working methods meant that insecurity expanded into
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combining old and new approaches. This resulted in an understanding that their previous
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knowledge could be still utilized and the physiotherapists expressed familiarity with and
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relatedness to the new approach. The new approach helped them rediscover previously learned
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but unused tools, such as relaxation exercises. 6
”That way this approach in it was not unfamiliar…I am not trained in psychophysical
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physiotherapy but I have used those methods because my colleagues have used them and I have
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and those methods were partially familiar like those related to relaxation and breathing and
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generally those related to wellbeing … ”K1
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“All the things we’ve gained…experienced so far, they’re worth utilizing in the background,
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nothing is, nothing is kind of excluded; it’s just something extra, this approach.” T5
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In this category, the physiotherapists reported that the new approach challenged them to change
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their attitudes and language, positively affecting the way they practiced. They reported that
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looking at their patients in a different way expanded to acquiring a more courageous attitude
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towards pain, giving patients more positive messages, progressing more confidently with
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exercises and unraveling patients’ negative beliefs, meaning a change in their professional role
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as physiotherapists. 19
Category I Recognizing the difference of the new approach 19
“That kind of confidence, that I’ve looked at those particular red flags and I can be sure that
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I’ve gotten the courage to encourage this patient to move, and I dare to make them bend. That’s
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the kind of thing that really gets reinforced because before there’s always been … a bit too
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much respect for the pain, or being afraid … with this training I’ve gained lots of courage and
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I’ve tried to, like, communicate to the patient that there’s nothing to be afraid of, that all those
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sensations aren’t necessarily [dangerous]…” P4
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“What it means is that I aim to strengthen the person’s trust in her own body and tell that the
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back is strong, a positive outlook on the body and it’s use. Confidence and courage… and to
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bring up positive things about the patient, things that can help the patient move on.” V1
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Category III Waking up to explore
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In this category, the training made the physiotherapist wake up to explore their practice more
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broadly and after starting to explore ways to make the new approach feasible in their own work
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environments, they started to seek solutions to how they could be better help their patients. This
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reflective process, which was painful for many, led physiotherapists outside their comfort zones
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towards a more multidimensional approach in their practice that considered psychosocial issues
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and scientific evidence. This was mostly new to the physiotherapists. 1
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“What it means is that I aim to strengthen the person’s trust in her own body and tell that the
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back is strong, a positive outlook on the body and it’s use. 19
Category I Recognizing the difference of the new approach Confidence and courage… and to
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bring up positive things about the patient, things that can help the patient move on.” V1
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Category III Waking up to explore
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In this category, the training made the physiotherapist wake up to explore their practice more
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broadly and after starting to explore ways to make the new approach feasible in their own work
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environments, they started to seek solutions to how they could be better help their patients. This
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reflective process, which was painful for many, led physiotherapists outside their comfort zones
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towards a more multidimensional approach in their practice that considered psychosocial issues
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and scientific evidence. This was mostly new to the physiotherapists. 12
The membership of the work community was seen in this category as desire for a common
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language. The physiotherapists noticed that the mixed messages that patients received from
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different professionals, for example interpretation of MRI results, made their work more
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difficult. They also sought more multidisciplinary work methods than those currently in use in
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their work communities. The desire for a common language extended beyond their own work
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community; they also wished to spread evidence-based understanding of LBP more widely
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among health care professionals and in the media. 19
“Well, the problem was that he [a patient] had an assessment and opinion from ten different
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experts, as well as his own… it was really hard to start helping him.” D2
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”If other professionals could adopt this… and maybe cooperate… in the future we should do
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multidisciplinary work…that could maybe be fruitful if we spoke the same language and we
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“This should be in the news. This is such a wonderful message that everybody should be aware
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of this.” V23
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The physiotherapists stated that to get the learning journey started, a feeling of being shaken
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was necessary. 19
Category I Recognizing the difference of the new approach It is not easy to turn one’s thinking upside down, and in the beginning, the
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physiotherapists felt dumbfounded; the training was an eye-opening experience. For some, the
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shock was bigger than expected. Others stated that this was the greatest change in their
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professional thinking, their biggest upheaval since graduation. 8
”Could I say that sometimes making a change gets easier, you know, when you get properly
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shaken up, it might be… it can depend on a person, it may be that for me it suited well because
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I adopted those things quite easily” V16
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“Well, those four days, it was like being hit over the head, somehow just like a kind of stunning
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experience, so really, really like interesting… somehow I kind of woke up and became eager to
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sort of look at things from a totally different viewpoint.” O1
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The transition to new working methods was linked to a critical reflection on one’s own way
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of working. Some even felt ashamed that they had earlier unhesitatingly believed what was
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taught at workshops. Now they discovered that some of those statements lacked evidence,
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which led to observing their previous ways of thinking and working critically, and they hoped
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to adopt work practices based on evidence in the future. 19
Category I Recognizing the difference of the new approach 19
”Of course I haven’t been scientifically oriented, I have just learned by doing and I have
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thought that what I have learned was right and I have never been able to question whether there
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would be something wrong… so it was confusing… but it makes sense because he could explain
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using research and the materials I have been reading…” P3
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“I look at the way I worked earlier in a different light…I don’t mean that what I’ve done has
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been all wrong, but with a certain patient population, with the high-risk ones there, I don’t
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experience, so really, really like interesting… somehow I kind of woke up and became eager to
sort of look at things from a totally different viewpoint.” O1 23
“I look at the way I worked earlier in a different light…I don’t mean that what I’ve done has
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been all wrong, but with a certain patient population, with the high-risk ones there, I don’t
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think we’ve been able to act in the right way…the approaches we’ve used earlier, they haven’t
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been the right ones.” C17
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The physiotherapists’ conceptions of their professional role as a physiotherapist broadened
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further in this category and expanded beyond their previous biomedical focus, to consider
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addressing psychosocial factors. This led them to step outside their comfort zones. Many started
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using the Örebro Musculoskeletal Pain Screening Questionnaire (ÖMPSQ) and the STarT Back
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Screening Tool (SBST) as shields when starting these conversations, and felt they were now
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able to listen to distressing patient stories. They understood they did not have to be
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psychologists to talk about all aspects of life; they could be humans to other humans and obtain
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permission to use more time for interviews. 19
Category I Recognizing the difference of the new approach 11
”If it works… it is because as a therapist in a situation with the skills I have, I feel that I can’t
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handle this and progress with this, the questionnaire works as…I don’t know whether shield is
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the right word for that” B6
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“This phrasing of questions and then the listening itself and getting to grips with those slightly
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trickier topics so that I’m like ready to listen to them; earlier, if the patient started to talk about
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them, I pretty quickly tried to shift the focus away, so I was listening and hearing but then again
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not really…” C3
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”After the trip to Lahti [booster session] I told the girls that now I understood that I don’t need
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to be a psychologist, that I can ask questions, but I don’t need to be the psychologist in the way
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it came across on that trip, you know.. it sort of woke up in me” N3
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Category IV: Commitment to the new approach
URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu
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think we’ve been able to act in the right way…the approaches we’ve used earlier, they haven’t
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been the right ones.” C17 1
think we’ve been able to act in the right way…the approaches we’ve used earlier, they haven’t
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been the right ones.” C17 3
The physiotherapists’ conceptions of their professional role as a physiotherapist broadened
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further in this category and expanded beyond their previous biomedical focus, to consider
5
addressing psychosocial factors. This led them to step outside their comfort zones. Many started
6
using the Örebro Musculoskeletal Pain Screening Questionnaire (ÖMPSQ) and the STarT Back
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Screening Tool (SBST) as shields when starting these conversations, and felt they were now
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able to listen to distressing patient stories. They understood they did not have to be
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psychologists to talk about all aspects of life; they could be humans to other humans and obtain
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permission to use more time for interviews. 11
”If it works… it is because as a therapist in a situation with the skills I have, I feel that I can’t
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handle this and progress with this, the questionnaire works as…I don’t know whether shield is
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the right word for that” B6
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“This phrasing of questions and then the listening itself and getting to grips with those slightly
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trickier topics so that I’m like ready to listen to them; earlier, if the patient started to talk about
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them, I pretty quickly tried to shift the focus away, so I was listening and hearing but then again
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not really…” C3
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”After the trip to Lahti [booster session] I told the girls that now I understood that I don’t need
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to be a psychologist, that I can ask questions, but I don’t need to be the psychologist in the way
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it came across on that trip, you know.. it sort of woke up in me” N3
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Category IV: Commitment to the new approach
URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu
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In the fourth category, the physiotherapists started to commit to the new approach with support
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from their work communities. They reported a growing conviction in the approach, an
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increasing feeling of competence and an understanding that a strong therapeutic alliance
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facilitates better patient results. 1
think we’ve been able to act in the right way…the approaches we’ve used earlier, they haven’t
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been the right ones.” C17 The doubts transformed into enthusiasm and many themes
5
within this category describe enablers of learning and integrating CFT rather than the barriers
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described in the lower categories. 7
This category expanded the understanding of learning and integrating CFT into clinical practice
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to also understanding the importance of commitment to the new approach. In this category,
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membership of the work community meant being enhanced by a supportive work community,
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in which supportive leadership, colleagues with a similar understanding, the opportunity to
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share clinical experiences, and flexibility in appointment duration all helped in committing to
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the new approach and sustaining learning as well as changing their practice behaviors. 13
“It’s already a big help that our senior physician knows about this and accepts it … it certainly
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helps that there are others who’ve been there [on CFT course] so we can share… I’m allowed
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to work this way and use this kind of approach, and we’re lucky we can plan our own
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appointment lists, so in principle, when I see there’s this kind of patient then I can give them a
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longer appointment so I won’t run out of time straightaway...” R12
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”It is good, it is very good to have colleagues who I can share and think together these things,
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it is very fruitful and it helps continuing one’s own learning when I can think about this…” Q17
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Committing to the new approach and setting out on the learning journey required becoming
21
convinced of the approach. Physiotherapists reported that this was facilitated through seeing
22
patient demonstrations. 1
think we’ve been able to act in the right way…the approaches we’ve used earlier, they haven’t
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been the right ones.” C17 Moreover, watching presentations of scientific evidence, success with
23
their own patients or resolving their own back problems by experimenting and utilizing the CFT
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approach on themselves were also seen as important, as this made the physiotherapists see that
Page 19 of 47
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In the fourth category, the physiotherapists started to commit to the new approach with support
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it worked not only for the trainers, who were experienced in using the approach, but also
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possibly for the participants. 1
think we’ve been able to act in the right way…the approaches we’ve used earlier, they haven’t
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been the right ones.” C17 3
“Well, there were the patient demonstrations, they’ve been really good, and no way do I believe
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that any kind of lectures could open up this approach this well, and there I was, amazed how
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… this approach kind of … clicked for them, when I listened to these patients at the beginning
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I was thinking that this is never going to work and then it was just, click, and there it was, you
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saw that they were responsive and, well, the demonstrations were somehow quite
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unbelievable.” O8
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”I have tried to reach relaxation and through relaxation my back is basically painfree…so I
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have experienced personally this small going astray in this thing and I have personally
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benefitted and experienced that this ideology is helpful and now I try to tell this joyous message
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for my patients” F8
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The physiotherapists perceived that CFT helped them gain better treatment outcomes and the
14
transition to new working methods meant that they felt more equipped to help patients with
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persistent LBP. They saw more complex patient cases as positive challenges and no longer as
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a source of frustration, and this helped them commit to the new approach. This also increased
17
their enthusiasm towards their work. 18
“It’s had an effect, it’s somehow given me the feeling that I can do this…it’s challenging but I
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sort of feel much better equipped and I can, like, say that there’s a certain kind of professional
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pride in knowing and doing something quite valuable…” U13
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”One is more… enthusiastic about those back pain patients, earlier I was like oh no, that one
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comes again.. that… she has pain in the knee and all other aches and pains. 1
think we’ve been able to act in the right way…the approaches we’ve used earlier, they haven’t
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been the right ones.” C17 I am more
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courageous to meet the patient because I don’t need to think who of my colleagues could I send
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it worked not only for the trainers, who were experienced in using the approach, but also
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it worked not only for the trainers, who were experienced in using the approach, but also
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her to if I can’t do anything with her so I have more courage to handle the situation …my own
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enthusiasm and efficacy has grown here…” J13
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The theme of the professional role as a physiotherapist broadened as the physiotherapists
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reported getting closer to the patients. This was possible through new-found, person-centered
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communication skills, being present and listening to a patient’s story and using time for the
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interview, which were seen as ways to improve treatment outcomes. 7
“Yes, well, firstly the interviews have become much longer so it takes much more time when
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you let the patient really talk, I’ve had to hold myself back so I don’t put words in the patient’s
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mouth; I do that sometimes because I’m kind of fast-paced, so sometimes I need to slow down
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and tell myself to shut up and let the patient tell… their own story.” P7
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”My way of thinking has been enhanced, that when you listen to the patient and you have time…
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for that patient, that you listen and that trust. 1
think we’ve been able to act in the right way…the approaches we’ve used earlier, they haven’t
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been the right ones.” C17 That it is one thing I get praised for - often I have
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been the first person who has had time to stop among that patient’s problems that ...well…
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those seeds sometime sprout from small things I believe in that kind of on the other hand simple
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things, in the fruitfulness of the beginning of the therapeutic alliance” K3
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”Now she’s been heard because it’s here that we listen so you … you just ask the question and
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you listen and the same patient can have the experience before of coming to listen when talked
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to, when talking about his issues and being given instructions, but he’s not necessarily asked
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about very much … that the listening skill in this, in this approach, it’s grown, and I’ve taken
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the skill of listening over into my everyday life and my own working community as well” T13
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Category V Expanding application of the new approach
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In the fifth and widest category, the physiotherapists started applying their skills more broadly,
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adapting the new approach to their own work environments. This resulted in more
3
collaboration, using the skills in the treatment of other musculoskeletal problems,
4
understanding the importance of continuous learning and using creativity in their work. This
5
was also manifested as renewed professional identity and a wider professional role. These
6
conceptions represent a good understanding of the important principles of CFT. 7
In this category, the physiotherapists understood the importance of multidisciplinarity and saw
8
the membership of their work community as playing an integral role as a member of a team. 9
Following the training, the physiotherapists reported collaborating more closely with
10
psychologists, psychiatric nurses, physical education instructors, and doctors. This enabled
11
them to help patients navigate the health care system and to know where to refer them if needed. 1
think we’ve been able to act in the right way…the approaches we’ve used earlier, they haven’t
2
been the right ones.” C17 12
“Maybe I’ve learned…to offer more conversational support, for example, through a
13
psychologist or psychiatric nurse, because here the good thing is that you can see a psychologist
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without a referral, she’s said that I can send my patients… and in fact I’ve cooperated a fair
15
bit with the psychologist.” K4
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”The experience for the patient that he gets the multidisciplinarity and he gets the help for sure
17
much better in that situation” M17
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The physiotherapists described their learning journey as a continuous adventurous journey
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that continued beyond the official end of the training intervention, and that becoming convinced
20
about the approach was not the end of the journey. The initial four-day workshop was seen as
21
a good start to becoming familiar with the approach, but the physiotherapists stated it took time
22
and practice for things to fall into place. Those who participated in the booster session saw it as
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important to consolidate and advance their learning. They described the journey as a wave
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In the fifth and widest category, the physiotherapists started applying their skills more broadly,
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understanding the importance of continuous learning and using creativity in their work. This
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was also manifested as renewed professional identity and a wider professional role. These
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conceptions represent a good understanding of the important principles of CFT. perience for the patient that he gets the multidisciplinarity and he gets the help for sure URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu Physiotherapy Theory and Practice Physiotherapy Theory and Practice Page 23 of 47 1
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motion: feeling tired from time to time and regressing back to old routines, but then receiving
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support to continue the journey again. 3
“Then about the booster session, I think it was absolutely essential because it cleared up a lot
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of thoughts and I’d managed to try it out a bit in practice… I could sort of absorb the knowledge,
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I just couldn’t manage it so well, only now I see it was good that the training was longer …
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after that it’s felt like it clarified my thinking a lot more” A3
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“Well, this year’s been a kind of a journey of adventure, the whole time I feel like I’m
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continuously studying and learning this…” V15
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”If I reflect back on this period, I see it’s started with small steps and they’ve become bigger
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as I’ve adopted the tools and in a way it’s became partly a routine, but I don’t mean I’ve
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reached my target in any way or am somehow skilled in using this method, but I sort of feel I’ve
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learned and made progress” K4
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The transition to new working methods in this category was represented by newly learnt skills
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taking on a personal shape. The physiotherapists felt they were given permission for creativity,
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enabling wide use of their personality and skills. They reported feeling liberated after not having
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to strictly work according to certain rules and formulae anymore and were instead able to be
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more patient-centered. perience for the patient that he gets the multidisciplinarity and he gets the help for sure 20
“It’s somehow a creative space nowadays…what I find amazing is that there are no specific
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[rules]… I don’t know beforehand what’s going to happen next… compared to earlier when we
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had certain kinds of practices … we did certain kinds of tests with all the patients…” V13
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”In my opinion this [CFT] has enabled that I can even use myself creatively…” D14
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motion: feeling tired from time to time and regressing back to old routines, but then receiving
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The physiotherapists reported that their professional role as a physiotherapist and their
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outlook had changed from that of an “expert” to that of an “enabler”. This included helping
3
patients develop greater awareness of their cognitive processes and behaviors and helping them
4
regain body awareness while acting as a coach. The professional identity of the physiotherapists
5
was renewed. They felt motivated when the patients figured things out by themselves and the
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physiotherapists could support their self-efficacy and saw the value of patients being able to
7
contact them if needed. 8
“Well, it’s always when you get somebody to figure things out and if I manage to do that then
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it’s a very powerful motivating factor because so much can happen in that person’s thinking
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about the use of the body as well… it’s these moments that are awfully motivating and I don’t
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think those sorts of strong experiences of successfully helping someone are even necessarily
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possible with a more traditional or other way…”A9
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”And also those instructions for the future and follow-up and that kind that they feel, those
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people that they can come and always contact me if they need.. perience for the patient that he gets the multidisciplinarity and he gets the help for sure that they have somebody they
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can trust and who they can return to” G4
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SUMMARY OF THE FINDINGS AND CRITICAL ASPECTS BETWEEN THE
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CATEGORIES
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The physiotherapists reported that their professional role as a physiotherapist and their
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outlook had changed from that of an “expert” to that of an “enabler”. This included helping
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patients develop greater awareness of their cognitive processes and behaviors and helping them
4
regain body awareness while acting as a coach. The professional identity of the physiotherapists
5
was renewed. They felt motivated when the patients figured things out by themselves and the
6
physiotherapists could support their self-efficacy and saw the value of patients being able to
7
contact them if needed. URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu perience for the patient that he gets the multidisciplinarity and he gets the help for sure that they have somebody they
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can trust and who they can return to” G4
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SUMMARY OF THE FINDINGS AND CRITICAL ASPECTS BETWEEN THE
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CATEGORIES
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Insert Figure 1 here
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We identified a number of key aspects that changed between the categories, which can be
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considered essential for the learning journey towards adopting CFT and which should be
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considered when planning support for physiotherapists during this process. The first critical
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aspect which changed between Categories I and II, was the ability to overcome resistance and
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to change one’s views. This included accepting new ideas and implementing parts of the new
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approach alongside old ways of working. The process of learning and integrating CFT into
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The physiotherapists reported that their professional role as a physiotherapist and their
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outlook had changed from that of an “expert” to that of an “enabler”. This included helping
3
patients develop greater awareness of their cognitive processes and behaviors and helping them
4
regain body awareness while acting as a coach. The professional identity of the physiotherapists
5
was renewed. They felt motivated when the patients figured things out by themselves and the
6
physiotherapists could support their self-efficacy and saw the value of patients being able to
7
contact them if needed. 8
“Well, it’s always when you get somebody to figure things out and if I manage to do that then
9
it’s a very powerful motivating factor because so much can happen in that person’s thinking
10
about the use of the body as well… it’s these moments that are awfully motivating and I don’t
11
think those sorts of strong experiences of successfully helping someone are even necessarily
12
possible with a more traditional or other way…”A9
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”And also those instructions for the future and follow-up and that kind that they feel, those
14
people that they can come and always contact me if they need.. 16
SUMMARY OF THE FINDINGS AND CRITICAL ASPECTS BETWEEN THE
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CATEGORIES NPT proposes
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clinical practice evolved further between Categories II and III, and the critical aspects that
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changed between these categories arose from the experience of being shaken, the ability to
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critically reflect on one’s own ways of thinking and working. This meant also stepping outside
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one’s comfort zone to further explore the possibilities of the new approach. The critical aspects
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that helped the learning journey continue further from Category III to IV were support from the
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work community and gaining confidence in one’s own skills through experiential learning,
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which led to becoming convinced of the new approach. Finally, the critical steps from Category
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IV to V that led towards expanding the application of the new approach were multidisciplinary
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collaboration, the use of one’s creativity at work, and understanding the importance of
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continuous learning. Learning did not stop after the training intervention ended; it became an
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ongoing journey. 2
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SUMMARY OF THE FINDINGS AND CRITICAL ASPECTS BETWEEN THE
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CATEGORIES CATEGORIES URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu Physiotherapy Theory and Practice Page 25 of 47 25 25
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clinical practice evolved further between Categories II and III, and the critical aspects that
2
changed between these categories arose from the experience of being shaken, the ability to
3
critically reflect on one’s own ways of thinking and working. This meant also stepping outside
4
one’s comfort zone to further explore the possibilities of the new approach. The critical aspects
5
that helped the learning journey continue further from Category III to IV were support from the
6
work community and gaining confidence in one’s own skills through experiential learning,
7
which led to becoming convinced of the new approach. Finally, the critical steps from Category
8
IV to V that led towards expanding the application of the new approach were multidisciplinary
9
collaboration, the use of one’s creativity at work, and understanding the importance of
10
continuous learning. Learning did not stop after the training intervention ended; it became an
11
ongoing journey. 12
DISCUSSION
13
The main finding of this phenomenographic study is that physiotherapists’ conceptions of
14
learning and integrating CFT into clinical practice vary greatly. The results show that a number
15
of factors influenced the physiotherapists’ learning journey. The critical aspects between the
16
categories of description can be understood as stepping stones towards more complete
17
perceived learning and integration of CFT into clinical practice. The physiotherapists
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participating in our study worked in different kinds of work communities, had different
19
backgrounds, levels of work experience, and opportunities to engage in learning. These factors
20
possibly contributed to the variation of the physiotherapists’ conceptions. 21
The process of learning and integrating CFT into clinical practice described by the participating
22
physiotherapists has many commonalities with the Normalization Process Theory (NPT),
23
which helps explain barriers and enablers of the adaptation of new approaches as well as the
24
activities people engage in when attempting to change their ways of working. URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu Physiotherapy Theory and Practice Physiotherapy Theory and Practice Page 26 of 47 26 1
that implementation is operationalized through four mechanisms: coherence, cognitive
2
participation, collective action and reflexive monitoring (May and Finch, 2009). These
3
mechanisms can be seen in our study in the process in which the physiotherapists attempted to
4
establish coherence between their previous practices and the new approach, described below. 5
First of all, the physiotherapists reported that they had previously received biomedically-
6
focused training, and that the CFT approach was very different to that which they had been
7
taught during their undergraduate training and further education workshops. In the beginning,
8
during the initial workshop, almost everybody felt considerably challenged, which created a
9
great deal of cognitive dissonance and resistance. Earlier studies exploring physiotherapists’
10
experiences of adopting a BPS approach for the management of LBP have not reported this. 11
Sanders, Ong, Sowden and Foster (2014) reported thoughtful obedience from physiotherapists,
12
but no resistance. This may partially be due to the biomedical background and no previous
13
knowledge of CFT among the physiotherapists participating in our study, whereas in many
14
previous studies (Cowell et al., 2018; O’Sullivan, O’Sullivan, O’Sullivan, and Dankaerts, 2013;
15
Synnott et al., 2016), at least some of the participants had earlier knowledge of the BPS
16
approach and were competent in CFT or had much more extensive training. Furthermore, many
17
other psychologically informed physiotherapy approaches concentrate on teaching cognitive
18
behavioral therapy methods in addition to previous skills, whereas CFT directly challenges the
19
biomedical beliefs related to physiotherapy practice. This may partly explain our findings. 20
Based on the conceptions of the physiotherapists in our study, if the resistance towards the new
21
approach and other barriers could not be overcome, no coherence was found, which led to
22
discontinuing the learning journey and not adopting the CFT approach. The first critical aspect,
23
cognitive flexibility was important for overcoming resistance and changing one’s attitudes and
24
beliefs, and required cognitive participation (May and Finch 2009). URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu Physiotherapy Theory and Practice 6
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1
were important drivers of changing their ways of working. Reflective monitoring of their own
2
practice and thinking was crucial at this level. It seems important that, in addition to the content
3
of the CFT approach, the course provided new tools to reflect on one’s own practices and to
4
critically assess information that was delivered by other professionals, the media and journals. 5
Self-reflection is seen as necessary for health care professionals treating people with
6
musculoskeletal problems (Nijs et al., 2013). This might be critical for keeping the lifelong
7
learning journey moving forward and is an important factor for all training interventions to take
8
into account. 9
In addition to earlier biomedically-oriented training, we identified a number of barriers to
10
learning and adopting CFT, some of which were similar to those in earlier studies that have
11
explored physiotherapists’ experiences of applying psychologically informed care in clinical
12
practice. For example, Karstens et al. (2018) explored physiotherapists’ views on adopting a
13
stratified treatment approach in Germany and reported a lack of clear referral pathways as a
14
barrier to adopting the approach, very like our results. Another study (Sanders, Ong, Sowden,
15
and Foster, 2014) explored the same approach in the UK and also recognized the lack of a
16
common language among health care professionals, manifested as confusing messages to
17
patients and a barrier to implementation. We, like most other qualitative studies in this field
18
(Cowell et al., 2018; Fritz, Söderbäck, Söderlund, and Sandborgh, 2018; Karstens et al., 2018;
19
Sanders, Ong, Sowden, and Foster, 2013) observed that a lack of time and a limited number of
20
patient appointments were also common barriers. The economic benefits of spending more time
21
with complex LBP patients must be demonstrated to justify spending this extra time with them. 22
Previous studies (Foster and Delitto, 2011; Nielsen, Keefe, Bennell, and Jull, 2014) also support
23
the importance of appropriate referrals to psychological health professionals. Physiotherapy Theory and Practice The physiotherapists who
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that implementation is operationalized through four mechanisms: coherence, cognitive
2
participation, collective action and reflexive monitoring (May and Finch, 2009). These
3
mechanisms can be seen in our study in the process in which the physiotherapists attempted to
4
establish coherence between their previous practices and the new approach, described below. 3
mechanisms can be seen in our study in the process in which the physiotherapists attempted to
4
establish coherence between their previous practices and the new approach, described below. 5
First of all, the physiotherapists reported that they had previously received biomedically-
6
focused training, and that the CFT approach was very different to that which they had been
7
taught during their undergraduate training and further education workshops. In the beginning,
8
during the initial workshop, almost everybody felt considerably challenged, which created a
9
great deal of cognitive dissonance and resistance. Earlier studies exploring physiotherapists’
10
experiences of adopting a BPS approach for the management of LBP have not reported this. 11
Sanders, Ong, Sowden and Foster (2014) reported thoughtful obedience from physiotherapists,
12
but no resistance. This may partially be due to the biomedical background and no previous
13
knowledge of CFT among the physiotherapists participating in our study, whereas in many
14
previous studies (Cowell et al., 2018; O’Sullivan, O’Sullivan, O’Sullivan, and Dankaerts, 2013;
15
Synnott et al., 2016), at least some of the participants had earlier knowledge of the BPS
16
approach and were competent in CFT or had much more extensive training. Furthermore, many
17
other psychologically informed physiotherapy approaches concentrate on teaching cognitive
18
behavioral therapy methods in addition to previous skills, whereas CFT directly challenges the
19
biomedical beliefs related to physiotherapy practice. This may partly explain our findings. Physiotherapy Theory and Practice In contrast to
24
these, the physiotherapists in our study also reported a lack of support and feelings of isolation
25
in their work communities, as well as the expectation to follow clinical protocols that they no
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were important drivers of changing their ways of working. Reflective monitoring of their own
2
practice and thinking was crucial at this level. It seems important that, in addition to the content
3
of the CFT approach, the course provided new tools to reflect on one’s own practices and to
4
critically assess information that was delivered by other professionals, the media and journals. 5
Self-reflection is seen as necessary for health care professionals treating people with
6
musculoskeletal problems (Nijs et al., 2013). This might be critical for keeping the lifelong
7
learning journey moving forward and is an important factor for all training interventions to take
8
into account. 2
3
4
5
6
7
8
9
10
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12
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20 9
In addition to earlier biomedically-oriented training, we identified a number of barriers to
10
learning and adopting CFT, some of which were similar to those in earlier studies that have
11
explored physiotherapists’ experiences of applying psychologically informed care in clinical
12
practice. For example, Karstens et al. (2018) explored physiotherapists’ views on adopting a
13
stratified treatment approach in Germany and reported a lack of clear referral pathways as a
14
barrier to adopting the approach, very like our results. Another study (Sanders, Ong, Sowden,
15
and Foster, 2014) explored the same approach in the UK and also recognized the lack of a
16
common language among health care professionals, manifested as confusing messages to
17
patients and a barrier to implementation. Physiotherapy Theory and Practice We, like most other qualitative studies in this field
18
(Cowell et al., 2018; Fritz, Söderbäck, Söderlund, and Sandborgh, 2018; Karstens et al., 2018;
19
Sanders, Ong, Sowden, and Foster, 2013) observed that a lack of time and a limited number of
20
patient appointments were also common barriers. The economic benefits of spending more time
21
with complex LBP patients must be demonstrated to justify spending this extra time with them. 22
Previous studies (Foster and Delitto, 2011; Nielsen, Keefe, Bennell, and Jull, 2014) also support
23
the importance of appropriate referrals to psychological health professionals. In contrast to
24
these, the physiotherapists in our study also reported a lack of support and feelings of isolation
25
in their work communities, as well as the expectation to follow clinical protocols that they no
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longer considered evidence based. Previous research has reported that clinical mentoring, which
2
our physiotherapists did not receive, is an enabler of and is crucial to changing one’s practice. 3
(Cowell et al., 2018; Synnott et al., 2016)
4
Implementation studies have identified that when change in practice happens, it also occurs at
5
the level of the whole work community and collective action is needed (May and Finch 2009),
6
whereas changing an individual’s beliefs and competences is not sufficient to bring about
7
changes in clinical behaviors. If physiotherapists feel lonely in the process of change, they
8
easily regress back to their old ways of working (Piirainen and Viitanen, 2010). Therapist drift
9
is a known phenomenon and is described in psychotherapy literature (Waller, 2009),
10
highlighting that clinicians do not always deliver therapy according to its principles, despite
11
having undergone training. The physiotherapists in our study also noticed this phenomenon. 12
When they encountered problems, they reported feeling insecure about the CFT approach and
13
went back to their old, familiar ways of working, which felt safer. Physiotherapy Theory and Practice Overmeer, Boersma, Denison
14
and Linton (2011) state that it might even be unrealistic to expect a single physiotherapist to
15
change outcomes among patients with complex problems, and that this requires collective
16
action and a broader change at an organizational level. 1
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our physiotherapists did not receive, is an enabler of and is crucial to changing one’s practice. (Cowell et al., 2018; Synnott et al., 2016) 1
longer considered evidence based. Previous research has reported that clinical mentoring, which
2
our physiotherapists did not receive, is an enabler of and is crucial to changing one’s practice. 3
(Cowell et al., 2018; Synnott et al., 2016) 4
Implementation studies have identified that when change in practice happens, it also occurs at
5
the level of the whole work community and collective action is needed (May and Finch 2009),
6
whereas changing an individual’s beliefs and competences is not sufficient to bring about
7
changes in clinical behaviors. If physiotherapists feel lonely in the process of change, they
8
easily regress back to their old ways of working (Piirainen and Viitanen, 2010). Therapist drift
9
is a known phenomenon and is described in psychotherapy literature (Waller, 2009),
10
highlighting that clinicians do not always deliver therapy according to its principles, despite
11
having undergone training. The physiotherapists in our study also noticed this phenomenon. 12
When they encountered problems, they reported feeling insecure about the CFT approach and
13
went back to their old, familiar ways of working, which felt safer. Overmeer, Boersma, Denison
14
and Linton (2011) state that it might even be unrealistic to expect a single physiotherapist to
15
change outcomes among patients with complex problems, and that this requires collective
16
action and a broader change at an organizational level. Physiotherapy Theory and Practice 10
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Personal challenges in learning CFT, as reported by the physiotherapists in our study, and which
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have not arisen in earlier studies, should be considered when planning support for the
9
participants of future interventions. Lack of English language skills, difficult personal situations
0
and commitment to other studies were all reported as barriers to learning. URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu Physiotherapy Theory and Practice Page 29 of 47 29 29
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their new and old ways of working, and not using the new approach regularly. In contrast, others
2
reported having fully adopted the CFT approach and that it had become normalized in their
3
practice (May and Finch, 2009). Like us, Sanders, Ong, Sowden and Foster (2014) observed
4
that the physiotherapists were convinced to change their practices by trying out the new
5
approach and reflecting critically on their work. Also in line with previous studies (Nielsen,
6
Keefe, Bennell, and Jull, 2014; O’Sullivan, O’Sullivan, O’Sullivan, and Dankaerts, 2013;
7
Synnott et al., 2016), although most of our participants reported convincing scientific evidence
8
and live patient demonstrations as the most important enablers of learning, some
9
physiotherapists experienced these demonstrations and the style of presenting the evidence as
10
negative. 11
A more complete perceived change in one’s practice towards the CFT approach seems to have
12
been reinforced by support and collaboration in the work community, by becoming convinced
13
and gaining confidence and by successes with patients with complex problems through an
14
experiential learning process. Furthermore, the idea of being creative in one’s work and
15
continuously learning also seem to have been important. One aspect that was unique to our
16
study was that the physiotherapists reported becoming convinced through applying principles
17
of CFT to themselves (if they suffered from LBP). 18
We do not know whether the physiotherapists changed their practices. This we will explore in
19
future studies. It has been proposed that new knowledge is implemented at individual, group
20
and organizational levels (Piirainen and Viitainen, 2010; Zidarov, Thomas, and Poissant, 2013)
21
through participating in an iterative process that instead of proceeding linearly, includes phases
22
of more and less active progression. Physiotherapy Theory and Practice For example, the use of screening for psychosocial risk factors in
10
LBP is widely recommended (Lin et al., 2019), but many physiotherapists found this
11
challenging. In line with the conceptions of some of the participants in our study, many other
12
studies have reported the lack of knowledge regarding psychosocial issues and interventions as
13
a barrier to more widely implementing this perspective in physiotherapy practice (Beissner et
14
al., 2009; Foster and Delitto, 2011; Main and George, 2011; Nielsen, Keefe, Bennell, and Jull,
15
2014; Singla, Jones, Edwards, and Kumar, 2015). Even though the physiotherapists in our study
16
were taught how to use the questionnaires, many of them had not started using them or only
17
used them occasionally. This is similar to the results of a study by Sanders, Foster, and Ong
18
(2011), in which general practitioners who were taught to use a subgrouping tool reported
19
barriers to its use: time constraints and other organizational pressures, and a lack of coherence
20
related to the new way of working. However, in our study, the questionnaires were reported as
21
being enablers of discussion of psychosocial issues, as they worked as shields. 22
As shown in previous research (Matthias et al., 2010; Toye, Seers and Barker, 2017), primary
23
care providers often view caring for patients with persistent pain as burdensome, and our
24
participants stated that this had been their experience before the CFT training. However, many
25
reported that using the BPS approach to treat LBP felt professionally stimulating and rewarding
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During the training, the physiotherapists recognized the need to change their practices into a
2
more person-centered approach to care, which closely reflects the expectations of patients with
3
LBP who seek care from health care professionals (Holopainen et al., 2018). Physiotherapy Theory and Practice The physiotherapists in our study described this process as
23
a wave motion – the adoption of CFT elements did not occur in a linear manner. 1
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their new and old ways of working, and not using the new approach regularly. In contrast, others
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reported having fully adopted the CFT approach and that it had become normalized in their
3
practice (May and Finch, 2009). Like us, Sanders, Ong, Sowden and Foster (2014) observed
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that the physiotherapists were convinced to change their practices by trying out the new
5
approach and reflecting critically on their work. Also in line with previous studies (Nielsen,
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Keefe, Bennell, and Jull, 2014; O’Sullivan, O’Sullivan, O’Sullivan, and Dankaerts, 2013;
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Synnott et al., 2016), although most of our participants reported convincing scientific evidence
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and live patient demonstrations as the most important enablers of learning, some
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physiotherapists experienced these demonstrations and the style of presenting the evidence as
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negative. 2
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During the training, the physiotherapists recognized the need to change their practices into a
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more person-centered approach to care, which closely reflects the expectations of patients with
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LBP who seek care from health care professionals (Holopainen et al., 2018). In line with
4
previous studies (O’Sullivan, O’Sullivan, O’Sullivan, and Dankaerts, 2013; Synnott et al.,
5
2016), most of the physiotherapists in our study reported an increased awareness of the
6
influence of cognitive, psychological and social factors on persistent LBP. Other studies that
7
have trained physiotherapists to adopt the assessment and management of psychosocial factors
8
in their work have noticed similar problems to those encountered by some of the
9
physiotherapists in our study. URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu Physiotherapy Theory and Practice In line with
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previous studies (O’Sullivan, O’Sullivan, O’Sullivan, and Dankaerts, 2013; Synnott et al.,
5
2016), most of the physiotherapists in our study reported an increased awareness of the
6
influence of cognitive, psychological and social factors on persistent LBP. Other studies that
7
have trained physiotherapists to adopt the assessment and management of psychosocial factors
8
in their work have noticed similar problems to those encountered by some of the
9
physiotherapists in our study. For example, the use of screening for psychosocial risk factors in
10
LBP is widely recommended (Lin et al., 2019), but many physiotherapists found this
11
challenging. In line with the conceptions of some of the participants in our study, many other
12
studies have reported the lack of knowledge regarding psychosocial issues and interventions as
13
a barrier to more widely implementing this perspective in physiotherapy practice (Beissner et
14
al., 2009; Foster and Delitto, 2011; Main and George, 2011; Nielsen, Keefe, Bennell, and Jull,
15
2014; Singla, Jones, Edwards, and Kumar, 2015). Even though the physiotherapists in our study
16
were taught how to use the questionnaires, many of them had not started using them or only
17
used them occasionally. This is similar to the results of a study by Sanders, Foster, and Ong
18
(2011), in which general practitioners who were taught to use a subgrouping tool reported
19
barriers to its use: time constraints and other organizational pressures, and a lack of coherence
20
related to the new way of working. However, in our study, the questionnaires were reported as
21
being enablers of discussion of psychosocial issues, as they worked as shields. 22
As shown in previous research (Matthias et al., 2010; Toye, Seers and Barker, 2017), primary
23
care providers often view caring for patients with persistent pain as burdensome, and our
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participants stated that this had been their experience before the CFT training However many
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after receiving training and saw more complex patients as welcome challenges. Physiotherapy Theory and Practice Continuing support for using the BPS approach and creativity in one’s work is
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after receiving training and saw more complex patients as welcome challenges. Others have
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also reported this (Nielsen, Keefe, Bennell, and Jull, 2014; Sanders, Ong, Sowden, and Foster,
3
2014; Synnott et al., 2016). Many reported greater motivation in their work and renewed
4
professional identity. However, even after the training, some of the physiotherapists in our study
5
did not feel adequately prepared to deal with complex patients and wished for more training, as
6
in Sanders et al.’s study (Sanders, Ong, Sowden, and Foster, 2014). 2
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16 Physiotherapy Theory and Practice Others have
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also reported this (Nielsen, Keefe, Bennell, and Jull, 2014; Sanders, Ong, Sowden, and Foster,
3
2014; Synnott et al., 2016). Many reported greater motivation in their work and renewed
4
professional identity. However, even after the training, some of the physiotherapists in our study
5
did not feel adequately prepared to deal with complex patients and wished for more training, as
6
in Sanders et al.’s study (Sanders, Ong, Sowden, and Foster, 2014). 7
Most of our participants reported using a more functional examination and management
8
approach, changing their communication to contain more positive messages and a person-
9
centered communication style, similar to previous CFT studies, (O’Sullivan, O’Sullivan,
10
O’Sullivan, and Dankaerts, 2013; Synnott et al., 2016). In our study, some physiotherapists
11
found a new role as an enabler of their patients’ own realizations. Enabling patients to find their
12
own solutions to their health issues as opposed the physiotherapist telling them what to do is
13
considered a more powerful way to change patient behaviors (Nijs et al., 2013). 14
RECOMMENDATIONS FOR THE FUTURE
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The results of this study can be used as a tool for developing pedagogical practices in continuing
16
education in physiotherapy. The critical aspects in the learning process identified in our study
17
could be considered when planning future training interventions for physiotherapists. First, we
18
recommend providing physiotherapists with adequate support when they experience cognitive
19
dissonance and encouraging critical reflection. Secondly, including the whole workplace in the
20
training, increasing flexibility in workplace practices and supportive leadership are important. 21
Steps should also be taken to support the continuation of learning and applying the BPS
22
approach at the workplace to reinforce physiotherapists’ confidence in their skills and
23
motivation to learn more. More active collaboration between health care professionals should
24
be encouraged. URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu RECOMMENDATIONS FOR THE FUTURE 15
The results of this study can be used as a tool for developing pedagogical practices in continuing
16
education in physiotherapy. The critical aspects in the learning process identified in our study
17
could be considered when planning future training interventions for physiotherapists. First, we
18
recommend providing physiotherapists with adequate support when they experience cognitive
19
dissonance and encouraging critical reflection. Secondly, including the whole workplace in the
20
training, increasing flexibility in workplace practices and supportive leadership are important. 21
Steps should also be taken to support the continuation of learning and applying the BPS
22
approach at the workplace to reinforce physiotherapists’ confidence in their skills and
23
motivation to learn more. More active collaboration between health care professionals should
24
be encouraged. Continuing support for using the BPS approach and creativity in one’s work is
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recommended. Steps should be taken to mandate the use of screening tools for all patients, in
2
line with best practice recommendations (Lin et al, 2019)
3
Learning about CFT and integrating it into clinical practice is a process, and many of the
4
physiotherapists in our study stated that without the booster sessions, individual learning tasks
5
and support from colleagues, the learning journey would have ended, as changing their practices
6
was not easy. The results of our study support previous research that has found that
7
physiotherapists’ professional development courses of two or three days are unlikely to be
8
sufficient for changing clinical practice. A longer process is recommended (Keefe, Main and
9
George, 2018; Mesner et al, 2016). Therefore, future studies in the field of physiotherapy should
10
also concentrate on exploring the effect of training work communities, instead of only
11
individual physiotherapists, and include auditing of clinical notes and supervision of and
12
feedback for participants. 13
Optimizing clinical training in order to help implement new knowledge and skills into clinical
14
practice is a key priority in the management of persistent LBP. RECOMMENDATIONS FOR THE FUTURE For example, funding for
15
training interventions, more effective treatment pathways and culture change in work
16
communities are needed. The current literature seems to support clinical mentoring, but more
17
research on implementation interventions is needed, as this requires considerable time and
18
effort. Whether this investment is cost-effective remains to be seen. Future studies should
19
compare training interventions with and without clinical supervision and mentoring to see
20
whether this is important for changes in practice and improved patient outcomes. 31
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49 RECOMMENDATIONS FOR THE FUTURE For example, funding for
15
training interventions, more effective treatment pathways and culture change in work
16
communities are needed. The current literature seems to support clinical mentoring, but more
17
research on implementation interventions is needed, as this requires considerable time and
18
effort. Whether this investment is cost-effective remains to be seen. Future studies should
19
compare training interventions with and without clinical supervision and mentoring to see
20
whether this is important for changes in practice and improved patient outcomes. 21
22
STRENGTHS AND LIMITATIONS
23
The information power of this study is sufficient (Malterud, Siersma, and Guassora, 2015). The
24
first author, who conducted the interviews, had training and experience in qualitative research
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recommended. Steps should be taken to mandate the use of screening tools for all patients, in
2
line with best practice recommendations (Lin et al, 2019) 3
Learning about CFT and integrating it into clinical practice is a process, and many of the
4
physiotherapists in our study stated that without the booster sessions, individual learning tasks
5
and support from colleagues, the learning journey would have ended, as changing their practices
6
was not easy. The results of our study support previous research that has found that
7
physiotherapists’ professional development courses of two or three days are unlikely to be
8
sufficient for changing clinical practice. A longer process is recommended (Keefe, Main and
9
George, 2018; Mesner et al, 2016). Therefore, future studies in the field of physiotherapy should
10
also concentrate on exploring the effect of training work communities, instead of only
11
individual physiotherapists, and include auditing of clinical notes and supervision of and
12
feedback for participants. 0
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0 13
Optimizing clinical training in order to help implement new knowledge and skills into clinical
14
practice is a key priority in the management of persistent LBP. STRENGTHS AND LIMITATIONS The reliability of the research was also supported by one
24
author (AP) not being familiar with the CFT approach and not being included in the training
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and interviewing, and the quality of the dialogue between the interviewees and interviewer was
2
good. She is a physiotherapist and has good knowledge of the CFT approach. The aim of the
3
study was fairly specific and involved a specific group of informants – the physiotherapists who
4
participated in the CFT training intervention. The fact that the whole group of physiotherapists
5
who completed the training was included is a strength of this study. The themes raised by the
6
interviewees were rather broad, which is explained by the large number of participants, as well
7
as the analysis method, which explored the variation of understanding the phenomenon in
8
question. The study was theoretically well informed, although the feasibility of the CFT
9
approach in the context of the Finnish health care system has not previously been explored. 10
Health care systems and the basic training of physiotherapists vary in different countries and
11
this affects the organizational factors that can be perceived as barriers to or enablers of adopting
12
a BPS approach. The results cannot be directly transferred to other cultures, although many
13
findings are consistent with previous research. 2
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The illustration of the results using authentic quotations increases the validity of the study. The
15
authors are clinical and research physiotherapists, a professor of clinical psychology and a
16
professor of Physical and Rehabilitation Medicine with an interest in an individual BPS-
17
oriented approach to managing LBP. POS and SL were the trainers in this intervention and RH
18
and JK were present during the workshops. STRENGTHS AND LIMITATIONS Physiotherapy Theory and Practice Page 33 of 47 33
1
and interviewing, and the quality of the dialogue between the interviewees and interviewer was
2
good. She is a physiotherapist and has good knowledge of the CFT approach. The aim of the
3
study was fairly specific and involved a specific group of informants – the physiotherapists who
4
participated in the CFT training intervention. The fact that the whole group of physiotherapists
5
who completed the training was included is a strength of this study. The themes raised by the
6
interviewees were rather broad, which is explained by the large number of participants, as well
7
as the analysis method, which explored the variation of understanding the phenomenon in
8
question. The study was theoretically well informed, although the feasibility of the CFT
9
approach in the context of the Finnish health care system has not previously been explored. 10
Health care systems and the basic training of physiotherapists vary in different countries and
11
this affects the organizational factors that can be perceived as barriers to or enablers of adopting
12
a BPS approach. The results cannot be directly transferred to other cultures, although many
13
findings are consistent with previous research. 14
The illustration of the results using authentic quotations increases the validity of the study. The
15
authors are clinical and research physiotherapists, a professor of clinical psychology and a
16
professor of Physical and Rehabilitation Medicine with an interest in an individual BPS-
17
oriented approach to managing LBP. POS and SL were the trainers in this intervention and RH
18
and JK were present during the workshops. The diverse backgrounds of the research group
19
improved quality and rigor and subjected the analytical process to group reflexivity. The
20
credibility of the study was also strengthened by the first author writing preconceptions before
21
starting the study, as well as by discussion in the group on how professional backgrounds,
22
beliefs and attitudes towards the topic may have influenced the analysis process, and regular
23
discussions on the analysis process. STRENGTHS AND LIMITATIONS The participants reported a range of responses to the training, suggesting that for some,
21
the training was insufficient to support adequate changes in their practice behavior and that for
22
others it was a lifechanging experience. The journey was not without challenges, but where
23
they were overcome, a new way of working was possible, and physiotherapists reported
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intervention, and by the results being discussed in the group of researchers familiar with the
2
phenomenographic research method but having no previous knowledge of the CFT approach. 1
intervention, and by the results being discussed in the group of researchers familiar with the
2
phenomenographic research method but having no previous knowledge of the CFT approach. 3
One limitation of this study was that we only arranged workshops for the participants and there
4
was no opportunity for clinical supervision and mentoring. It is also unclear whether these
5
physiotherapists actually changed their practices or whether the intervention had a positive
6
effect on patient outcomes. A strength of our study was that our training intervention was closer
7
to a normal professional development workshop setting than previous training for
8
physiotherapists that have delivered CFT interventions in randomized controlled studies (Vibe
9
Fersum et al., 2013), and that we interviewed all the participating physiotherapists, who
10
reported different kinds of responses to training. This also further enhanced the transferability
11
of the results. STRENGTHS AND LIMITATIONS The diverse backgrounds of the research group
19
improved quality and rigor and subjected the analytical process to group reflexivity. The
20
credibility of the study was also strengthened by the first author writing preconceptions before
21
starting the study, as well as by discussion in the group on how professional backgrounds,
22
beliefs and attitudes towards the topic may have influenced the analysis process, and regular
23
discussions on the analysis process. The reliability of the research was also supported by one
24
author (AP) not being familiar with the CFT approach and not being included in the training
33
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intervention, and by the results being discussed in the group of researchers familiar with the
2
phenomenographic research method but having no previous knowledge of the CFT approach. 3
One limitation of this study was that we only arranged workshops for the participants and there
4
was no opportunity for clinical supervision and mentoring. It is also unclear whether these
5
physiotherapists actually changed their practices or whether the intervention had a positive
6
effect on patient outcomes. A strength of our study was that our training intervention was closer
7
to a normal professional development workshop setting than previous training for
8
physiotherapists that have delivered CFT interventions in randomized controlled studies (Vibe
9
Fersum et al., 2013), and that we interviewed all the participating physiotherapists, who
10
reported different kinds of responses to training. This also further enhanced the transferability
11
of the results. 12
There was a gender bias towards women in this study; however, this is reflective of the
13
workforce in Finland: in 2017 women comprised 77% of new physiotherapy students in 2007
14
(Kuusi, Jakku-Sihvonen, and Koramo, 2009) and 82% of graduate physiotherapists in Finland
15
(Valvira, 2017). 16
CONCLUSIONS
17
The participating physiotherapists’ conceptions of learning and integrating CFT into clinical
18
practice varied greatly. They reported that the CFT training intervention led them towards a
19
more biopsychosocial, multidimensional understanding and care of patients with persistent
20
LBP. CONCLUSIONS URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu 35
1
increased work motivation. However, it is not yet known whether the changes the
2
physiotherapists reported influenced their clinical practices and patient outcomes. 3
ACKNOWLEDGEMENTS
4
5
The researchers wish to thank all the physiotherapists who participated in this study, as well
6
(BLINDED), who planned and co-instructed the workshops with (BLINDED), who worked
7
hard to organize the workshops and took part in planning the whole research project. 8
9
REFERENCES
10
11
Beissner K, Henderson C, Papaleontiou M, Olkhovskaya Y, Wigglesworth J, Reid M 2009
12
Physical Therapists’ Use of Cognitive-Behavioral Therapy for Older Adults with Chronic Pain:
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A Nationwide Survey. Physical Therapy 89:456-469. 14
Brinkmann, S 2013 Qualitative interviewing. Oxford university press. 15
Buchbinder R, van Tulder M, Öberg B, Menezes Costa L, Woolf A, Schoene M, Croft P 2018
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Low back pain: a call for action. The Lancet 391:2384–2388. 17
Cowell I, O'Sullivan P, O'Sullivan K, Poyton R, McGregor A, Murtagh, G 2018 The
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(BLINDE
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Brinkmann, S 2013 Qualitative interviewing. Oxford university press. URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu Physiotherapy Theory and Practice Physiotherapy Theory and Practice Physiotherapy Theory and Practice Page 36 of 47 36 For Peer Review Only
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Domenech J, Sanchez-Zuriaga D, Segura-Orti E, Espejo-Tort B, Lisón J 2011 Impact of
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therapist practice - challenges and opportunities. Physical Therapy 91:790–803. 9
Fritz J, Söderbäck M, Söderlund A, Sandborgh M 2018 The complexity of integrating a
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Gilbert D 1991 How mental systems believe. American Psychologist 46:107–119. 13
Guerrero A, Maujean A, Campbell L, Sterling M 2018 A Systematic Review and Meta-Analysis
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of the Effectiveness of Psychological Interventions Delivered by Physiotherapists on Pain,
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Disability and Psychological Outcomes in Musculoskeletal Pain Conditions. Clinical Journal
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of Pain 34: 838-857. 17
Hartvigsen J, Hancock M, Kongsted A, Louw Q, Ferreira M, Genevay S, Hoy D, Karppinen J,
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Pransky G, Sieper J, et al. for the Lancet Low Back Pain Series Working Group 2018 What is
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Domenech J, Sanchez-Zuriaga D, Segura-Orti E, Espejo-Tort B, Lisón J 2011 Impact of
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biomedical and biopsychosocial training sessions on the attitudes, beliefs and recommendations
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of health care providers about low back pain: A randomised clinical trial. Pain 152: 2557-2563. URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu REFERENCES URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu Physiotherapy Theory and Practice Physiotherapy Theory and Practice Page 37 of 47 For Peer Review Only
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Holopainen R, Piirainen A, Heinonen A, Karppinen J, O'Sullivan, P 2018 From “Non-
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encounters in the health care system. Musculoskeletal Care 16: 269-277. 4
Keefe, Main C, George S 2018 Advancing psychologically informed practice for patients with
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48 41 URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu Physiotherapy Theory and Practice Page 42 of 47 1h 45min
Overview of evidence of management of low back pain (LBP), multidimensional
framework for understanding and exploring the biopsychosocial nature of LBP,
beliefs and attitudes. (Lecture)
2h 45min
Physical, psychosocial and lifestyle risk factors (Lecture), Utilization of
screening tools to identify psychosocial risk factors
1h 30min
Interview and examination
1h 30 min
Communication training
7h
Management planning, interventions (including management of fear avoidance
behaviour, mal-adaptive movement patterns, pain behaviours, graded activity,
graded exposure), problem solving, complex cases. (Lecture + group discussions,
practicing the use of clinical reasoning form)
1h 30 min
Case studies
7h
Patient demonstrations (4 patients with 2 follow-up visits)
Table 1. Content of the initial four-day workshop Table 1. Content of the initial four-day workshop Table 1. URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu REFERENCES Content of the initial four-day workshop URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu Table 2. Content of the two-day booster session
1h 30min
Questions and answers session, discussion on participants’ difficulties / obstacles
and successes in integrating cognitive functional therapy into clinical practice
2h
Management of low risk patients, movement patterns, challenging beliefs
(lecture, group discussion)
7h 30min
Patient demonstrations (4 patients) with discussion and practice of the use of the
clinical reasoning form
Page 43 of 47
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1h 30min
Questions and answers session, discussion on participants’ difficulties / obstacles
and successes in integrating cognitive functional therapy into clinical practice
2h
Management of low risk patients, movement patterns, challenging beliefs
(lecture, group discussion)
7h 30min
Patient demonstrations (4 patients) with discussion and practice of the use of the
clinical reasoning form
0
1
2
3
4
5
6 Table 2. Content of the two-day booster session URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu Physiotherapy Theory and Practice Page 44 of 47 Page 44 of 47 Table 3. Themes of variation and categories of description of phenomenon of learning and
integrating Cognitive Functional therapy into clinical practice
Categories
Themes of
variation
I
Recognizing
difference of
new
approach
II
Towards
integrating the
new approach
III
Waking up
to explore
IV
Commitment
to new
approach
V
Expanding
application of
new approach
Membership of
work
community
Loneliness in
work
community
Organizational
traditions as
barriers
Desire for
common
language
Supportive
work
community
Importance of
multidisciplinari
ty
Learning
journey
Resistance
Personal
challenges
during journey
Being
shaken
Becoming
convinced
Continuous
adventurous
journey
Transition to
new working
methods
Insecurity
Combining old
and new
approach
Critical
reflection
on one’s
own work
Better
equipped to
help
Permission for
creativity
Professional
role as a
physiotherapist
Looking at
patients in
different way
Changing
attitudes and
language
Stepping
outside
one’s
comfort
zone
Closer to
patient
Renewed
professional
identity able 3. REFERENCES Themes of variation and categories of description of phenomenon of learning and
tegrating Cognitive Functional therapy into clinical practice URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu Figure 1: The critical aspects between the categories of description of the phenomenon of learning and
integrating CFT into clinical practice. IV Commitment to the new approach
III Awakening to explore
II The new approach challenges current
understanding
I Recognizing the difference
of the new approach
Creativity,
multidisciplinary
collaboration and
continuous learning
Support from the
work community
Becoming
convinced
Being shaken
Ability to
critically reflect
on one’s work
Ability to
overcome
resistance
and to
change views
I I Recognizing
difference of new
approach
II Towards integrating
the new approach
III Waking up to
explore
IV Commitment to
new approach
V Expanding
application of new
approach
Page 45 of 47
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39 Page 45 of 47 IV Commitment to the new approach
III Awakening to explore
II The new approach challenges current
understanding
I Recognizing the difference
of the new approach
Creativity,
multidisciplinary
collaboration and
continuous learning
Support from the
work community
Becoming
convinced
Being shaken
Ability to
critically reflect
on one’s work
Ability to
overcome
resistance
and to
change views
II Towards integrating
the new approach
III Waking up to
explore
IV Commitment to
new approach
V Expanding
application of new
approach
Page 45 of 47
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23 roach
Creativity,
multidisciplinary
collaboration and
continuous learning mmitment to the new
Support from the
work community II The
Being shaken
Ability to
critically reflect
on one’s work t t
V Expanding
application of new
approach IV Commitment to
new approach Ability to
overcome
resistance
and to
change views II Towards integrating
the new approach I Recognizing
difference of new
approach Figure 1: The critical aspects between the categories of description of the phenomenon of learning and
integrating CFT into clinical practice. Figure 1: The critical aspects between the categories of description of the phenomenon of learning and
integrating CFT into clinical practice. REFERENCES Figure 1: The critical aspects between the categories of description of the phenomenon of learning and
integrating CFT into clinical practice. URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu Physiotherapy Theory and Practice Page 46 of 47 Page 46 of 47 Appendix 1. Participants’ characteristics
*OHC=occupational health care, PHC=primary health care, outpatient clinic
Physiotherapist
Female
/Male
Age
Years
of
practice
Type of health
care unit
Days of Cognitive
Functional
Therapy
training by the time of
interview
A
F
37
15
OHC
6
B
M
34
9
OHC
4
C
F
35
10
OHC
6
D
F
52
25
OHC
6
E
F
52
27
PHC
4
F
M
55
31
PHC
6
G
F
55
30
PHC
4
H
F
47
28
PHC
4
I
F
43
19
PHC
4
J
F
34
10
PHC
4
K
F
55
30
PHC
4
L
M
40
15
PHC
4
M
F
39
16
OHC
6
N
F
38
12
OHC
6
O
F
52
29
PHC
6
P
F
50
24
PHC
4
Q
F
33
11
PHC
6
R
F
40
16
PHC
6
S
F
61
30
OHC
6
T
F
52
15
OHC
6
U
F
45
15
PHC
4
V
F
53
27
PHC
6 Appendix 1. Participants’ characteristics URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu Physiotherapy Theory and Practice Page 47 of 47 Key questions: How do you see CFT now – what does it mean to you? Tell me about your process of learning CFT and implementing it in practice. How do you see CFT now – what does it mean to you? Tell me about your process of learning CFT and implementing it in practice. Following themes were flexibly addressed if not otherwise brought up by the interviewee
Expectations of training – were they realized? How? Did the training change beliefs and attitudes, understanding of low back pain? Were your beliefs
challenged? How? Did the training influence your working methods? Communication, interview, assessment, treatment? Did
it affect the skills for building a therapeutic alliance? How? Did your patients notice a change? Did this training affect your patients? How? What promoted the learning/implementation of the CFT approach? What hindered the learning/implementation of the CFT approach? Did it affect your personal well-being / professional identity? How? Did it increase your confidence in assessing psychosocial factors with your patients? And treating according
to the assessment? Did it affect your confidence in your skills for treating patients with persistent pain (low back pain)? What was easy/helpful? What was difficult/unhelpful? What promoted learning? Was the amount of training sufficient? What was the impact of the booster session/ web-based tasks? Are you willing to develop further? What is needed to develop further? Following themes were flexibly addressed if not otherwise brought up by the interviewee
Expectations of training – were they realized? How? URL: http://mc.manuscriptcental.com/uptp Email: shasson@gru.edu
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English
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France
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Community-led Open Publication Infrastructures for Monographs (COPIM) eBooks
| 2,021
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cc-by
| 1,423
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General library system for e-content and OA publications The higher education system in France has three main contributors: public universities, research
centres such as the CNRS, and Grandes Écoles. The country has historically relied on a strongly centralised academic libraries system, with the
Ministry of Education at its core. Although academic and research libraries still fall under its aegis,
they are also gaining more autonomy. Academic libraries are organised around institutions. In the case
of public universities, each of them has its own central system with smaller faculty libraries. In order
to facilitate the exchange between universities, some of them come together to form mergers of three
or four institutions. Negotiations on access to electronic e-content in France are managed by the Couperin consortium
(Unified Consortium of Higher Education and Research Organisations for Access to Digital
Publications), founded in 1999. It unites academic and research institutions in France and negotiates
deals with publishers on their behalf. Currently Couperin has 264 members: among them are
universities, research institutes and national libraries (Liste Des Membres - Membres, n.d.). ABES (Bibliographic Agency for Higher Education) is a body responsible for the development of
cataloguing standards used across libraries in France, eBooks included. Key findings The academic library system is centralised around the Ministry of Education at its The academic library system is centralised around the Ministry of Education at its core
The Couperin consortium represents French libraries on the national level The Couperin consortium represents French libraries on the national level
The National Plan for Open Science, introduced in 2018, calls for open access to publicly
funded publications for journal articles and books alike The National Plan for Open Science, introduced in 2018, calls for open access to publicly
funded publications for journal articles and books alike There are no OA book-specific funds in France; OA book publishing is mainly supported b
grants No library-led OA book publishing initiatives were identified y
p
g
OpenEdition acts as an open access platform for journals and books in HSS OpenEdition acts as an open access platform for journals and books in HSS Libraries rely on ABES for OA books coverage Libraries rely on ABES for OA books coverage COPIM • Academic Libraries and Open Access Books in Europe: a
Landscape Study France France COPIM • Academic Libraries and Open Access Books in Europe: a Landscape Study Library community and open access ADBU (the French Association of Academic Libraries and Documentation) is a well-established
organisation uniting academic libraries across the country since the 1970s, when ADBU was officially
formed. The organisation takes pride in working on strategical development of the academic library,
which is seen as an institution with a strongly pronounced societal role: that of innovating and
providing access to knowledge (Swiatek, 2020). Open Access is one of the questions that sits high on 2 COPIM • Academic Libraries and Open Access Books in Europe: a Landscape Study France France the discussion list in the ADBU, which supports Plan S and organises numerous roundtables and
conferences supporting developments in open science. the discussion list in the ADBU, which supports Plan S and organises numerous roundtables and
conferences supporting developments in open science. Open Science Committee, an organisation that came to life in 2018 under the auspice of the Ministry
of Education, is a collection of working groups dealing with a spectrum of topics that have to do with
open science. Librarians constitute a large part of the working groups, alongside researchers and
publishing experts. Open Science Committee defines its mission as that of leading the way and
indicating directions in which open science should evolve, as well as educating people about its
benefits and animating the open science community. It serves as one of the main platforms where
librarians engage in discussions on open access (Ouvrir La Science - The Committee for Open Science,
n.d.). Library/scholar-led OA book publishing Academic libraries in France do not act as publishers per se. There are several examples of libraries
being involved in journal publishing (for example, at the universities of Nice, Bordeaux, Clermont and
Lyon), but none involved in OA books publishing. Some libraries might be engaged in depositing theses
in institutional repositories, yet they do not strictly take publishing initiatives themselves, leaving this
job to a well-developed network of university presses. OpenEdition provides university presses with an infrastructure for hosting open access books. The
platform unites open access journals, books, blogs and academic announcements. Currently there are
over 10,000 OA books accessible through OpenEdition. OA book funding There are no OA book-specific funds for researchers available in France. OA publications are mainly
covered by research grants. Several French libraries participate in the freemium programs available
from the OpenEdition platform, therefore allocating their budgets to OA initiatives. OA book policies In 2018, France published the National Plan for Open Science, in which it committed to generalising
open access for publications using public funding, structuring research data and making it available
OA, and being an active part in the OA international community. The Plan pertains to journals and
books alike. While it outlines roadmaps for all three commitments, it does not give any specific dates
by which the policy should be implemented (National Plan for Open Science, 2018). The same year saw
the creation of the Jussieu Call for open science and bibliodiversity, a declaration crafted by French
researchers and academic publishers. In the document they express the need for a more diverse
publishing landscape, supporting the development of innovative scientific publishing models (Jussieu
Call, n.d.). Currently, there are 24 institutions with recorded OA policies in the ROAR map. Among them, nine
specifically mention books: Currently, there are 24 institutions with recorded OA policies in the ROAR map. Among them, nine
specifically mention books: Agence National de la Recherche (HSS branch), Arts et Metiers ParisTech, Arts et Metiers ParisTech, CIRAD (Centre de coopération internationale en recherche agronomique pour le développement),
CNRS, CentraleSupélec, INRIA (National Institute for Research in Computer Sciences & Control), Ifsttar: Institut français des sciences et technologies des transports, de l’aménagement et des
réseaux, Institut français de recherche pour l'exploitation de la mer (Ifremer). The most important public funder in France, the French National Research Agency (ANR), supports the
National Plan recommendations mandating deposits of publications coming out of funded projects into The most important public funder in France, the French National Research Agency (ANR), supports the
National Plan recommendations mandating deposits of publications coming out of funded projects into 3 COPIM • Academic Libraries and Open Access Books in Europe: a Landscape Study France France institutional or national open archives (HAL). ANR encourages publication in open access journals
(Open Science, n.d.). Integration of OA books in library systems ABES (Bibliographic Agency of Higher Education) plays a crucial role in the process of cataloguing OA
books and integrating them with library discovery systems on a national level. Some universities, in
order to make sure that OA books are included in their discovery systems additionally rely on the
DOAB metadata. COUPERIN https://www.couperin.org COUPERIN https://www.couperin.org References
Liste des membres - Membres. (n.d.). Retrieved December 3, 2020, from
ADBU (Association française des directeurs et personnels de direction des bibliothèques
universitaires et de la documentation) https://adbu.fr
Bibliographic Agency of Higher Education (ABES) https://abes.fr/en/
Open Science Committee https://www.ouvrirlascience.fr/open-science/
Open Archives for Academic Publications HAL https://hal.archives-ouvertes.fr/?lang=en
OpenEdition https://www.openedition.org ADBU (Association française des directeurs et personnels de direction des bibliothèques
universitaires et de la documentation) https://adbu.fr
Bibliographic Agency of Higher Education (ABES) https://abes.fr/en/
Open Science Committee https://www.ouvrirlascience.fr/open-science/
Open Archives for Academic Publications HAL https://hal.archives-ouvertes.fr/?lang=en
OpenEdition https://www.openedition.org References Liste des membres - Membres. (n.d.). Retrieved December 3, 2020, from
https://www.couperin.org/presentation/membres France France COPIM • Academic Libraries and Open Access Books in Europe: a Landscape Study Photo by Marie-Lan Nguyen, CC BY 2.0. National Plan for Open Science. (2018). https://cache.media.enseignementsup-
recherche.gouv.fr/file/Recherche/50/1/SO_A4_2018_EN_01_leger_982501.pdf National Plan for Open Science. (2018). https://cache.media.enseignementsup-
recherche.gouv.fr/file/Recherche/50/1/SO_A4_2018_EN_01_leger_982501.pdf Open Science. (n.d.). Agence Nationale de La Recherche. Retrieved January 20, 2021, from
https://anr.fr/en/anrs-role-in-research/values-and-commitments/open-science/ Open Science. (n.d.). Agence Nationale de La Recherche. Retrieved January 20, 2021, from
https://anr.fr/en/anrs-role-in-research/values-and-commitments/open-science/ ABES. Projet d’établissement ABES 2018-2022. https://abes.fr/wp-content/uploads/2019/07/projet-
etablissement-abes-2018-2022.pdf ABES. Projet d’établissement ABES 2018-2022. https://abes.fr/wp-content/uploads/2019/07/projet-
etablissement-abes-2018-2022.pdf Jussieu Call. (n.d.). Retrieved January 5, 2021, from https://jussieucall.org/jussieu-call/ Ouvrir la Science - The Committee for Open Science. (n.d.). Retrieved January 8, 2021, from
https://www.ouvrirlascience.fr/the-committee-for-open-science/ Swiatek, C. (2020, March 20). ADBU: Qui sommes-nous ? / About us. ADBU – Association des directeurs et
des personnels de direction des bibliothèques universitaires. https://adbu.fr/about/ Swiatek, C. (2020, March 20). ADBU: Qui sommes-nous ? / About us. ADBU – Association des directeurs et
des personnels de direction des bibliothèques universitaires. https://adbu.fr/about/ 5
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Capacidades de Inovação e Indicadores Não Convencionais: um estudo exploratório
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Revista de Administração, Sociedade e Inovação
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Capacidades de Inovação e Indicadores Não Convencionais: um estudo exploratório Josiane Couto Silva
Roana de Toledo Leite
Murilo Alvarenga Oliveira (malvarenga@id.uff.br) RESUMO O presente artigo tem como propósito elaborar um quadro teórico-analítico que integre o processo de
inovação das firmas através de indicadores não convencionais e das capacidades de inovação,
especialmente para análise deste processo em empresas localizadas em economias emergentes como o
Brasil. O estudo com características exploratórias foi realizado por meio de pesquisa bibliográfica sobre
os temas gestão e capacidade de inovação, indicadores tradicionais e não tradicionais, além de um grupo
de foco com especialistas no assunto, onde se aplicou uma matriz G.U.T. adaptada e posteriormente um
fator de importância. O quadro teórico-analítico associou os indicadores priorizados às capacidades
organizacionais. PALAVRAS CHAVE: Capacidade de inovação; Gestão da Inovação; Indicadores não convencionais. 1. Introdução O mercado mundial é altamente competitivo e para se manter à frente as
empresas precisam se antecipar às necessidades dos consumidores. A inovação se
tornou, portanto, um diferencial dentro desse cenário, pois ela está voltada para criação
de ideias e sua aplicação trazendo melhoria para os produtos e processos. No que diz
respeito à criação de tecnologias, há uma distinção entre países desenvolvidos e países
em desenvolvimento. Estudos mostram que existe uma tendência a acreditar que esse
processo de criação de tecnologia de inovação é maior em países desenvolvidos e que os
países emergentes seriam receptores desta tecnologia, apenas adaptando-a ao seu
contexto. Segundo Kobal, Lázaro e Santos (2012) e Marins e Zawislak (2010) essas
empresas são de caráter passivo em relação à criação e por isso não desenvolvem a
inovação em seu sentido exato, importando a tecnologia dos países desenvolvidos. ç
p
g
p
Uma pesquisa realizada pela Thomson Reuters divulgada em março de 2013
revela que o cenário de produções cientificas em países em desenvolvimento vem se
alterando nos últimos anos. Na década de 70 dois terços das publicações científicas
eram realizados por países pertencentes ao G7, grupo que reúne os sete países mais
desenvolvidos economicamente, sendo eles, Estados Unidos, Alemanha, Canadá,
França, Itália, Japão e Reino Unido. Atualmente estes países correspondem por menos
da metade do total de publicações. Essa mudança decorreu do aumento do investimento
em pesquisa dos principais países em desenvolvimento, Brasil, Rússia, Índia, China e
Coréia do Sul. O Brasil, por exemplo, “possui hoje grande estrutura de pesquisa, forma
milhares de pesquisadores, que produzem e publicam os resultados das descobertas em
revistas científicas” (Senado Federal do Brasil, 2012, p.18). (
p
Este dado corrobora com a pesquisa publicada pelo IBGE (Instituto Brasileiro de
Geografia e Estatística) em 2012 que demonstra um crescimento significativo de
273,9%, entre 2000 e 2011, superior ao crescimento de artigos do mundo (160,5%) o
que levou o Brasil a ser notado por sua taxa de crescimento expressiva, ou seja, os
artigos brasileiros representavam 1,15% em 2000 e passou para 2,39% em 2011 do total
mundial. O IBGE em 2013 mostrou que o número de pesquisadores, grupos de pesquisa e
de doutores, cresceram respectivamente 24%, 21% e 22% no ano de 2011. Capacidades de Inovação e Indicadores Não Convencionais: um estudo
exploratório Capacidades de Inovação e Indicadores Não Convencionais: um estudo
exploratório ABSTRACT This article aims to develop a theoretical and analytical framework that integrates the process of
innovation of companies through non-conventional indicators and innovation capabilities, especially for
analysis of this process in companies located in emerging economies such as Brazil. The study of
exploratory characteristics was performed by bibliographic research on the subjects of management and
innovation capabilities, traditional and non-traditional indicators, as well an expert group on this subject,
a G.U.T. matrix was applied, adapted and subsequently a factor of importance. The theoretical and
analytical framework associated the prioritized indicators to organizational capabilities. KEYWORDS: Innovation capability; Innovative Management; Non-conventional indicators. R. Desembargador Ellis Hermydio Figueira, 783, Bloco A, sl. 218, Aterrado. 27213-415 - Volta Redonda, RJ – Brasil
www.uff.br
Copyright © 2016 RASI. Todos os direitos, até mesmo de tradução, são reservados. É
permitido citar parte de artigos sem autorização prévia, desde que seja identificada a fonte. Recebido em 10/10/2016
Aceito em 18/11/2016 Recebido em 10/10/2016
Aceito em 18/11/2016 Recebido em 10/10/2016
Aceito em 18/11/2016 Silva, Leite & Oliveira| 168
https://doi.org/10.20401/rasi.2.2.110 http://www.rasi.uff.br 1. Introdução Isto
demonstra o empenho em investir em fatores que possibilitem o desenvolvimento da
inovação no Brasil, pois o investimento na qualificação profissional é a principal
ferramenta que viabiliza o desenvolvimento de novas tecnologias, ou seja, o país que
desenvolve estes fatores deixa de ser exclusivamente passivo e passa a criá-las. Assim,
o aumento da produção interna de conhecimento, muda o caráter do país de apenas
receptor para autor de suas próprias tecnologias. O investimento em inovação tem ganhado importância no cenário nacional. Mesmo com uma distância significativa no quesito inovação entre o Brasil, país em
desenvolvimento, e economias desenvolvidas como Estados Unidos, Europa e Japão, há
um movimento positivo do Brasil em aumentar seus investimentos em inovação. Oliveira e Sorgi (2008) em artigo publicado pelo Conselho Federal de Economia
(COFECON) expõem que essa realidade surgiu a partir da década de 1990 com a
abertura do mercado para empresas estrangeiras, gerando uma competitividade e uma RASI, Volta Redonda/RJ, v. 2, n. 2, pp. 167-186, jul./dez. 2016. http://www.rasi.uff.br http://www.rasi.uff.br Silva, Leite & Oliveira| 169
https://doi.org/10.20401/rasi.2.2.110 Silva, Leite & Oliveira| 169
https://doi.org/10.20401/rasi.2.2.110 necessidade de transformação contínua. Desde então, as empresas nacionais vem
buscando aprimorar a qualidade dos seus produtos e processos através da inovação, com
investimentos em P&D, mão-de-obra qualificada dentre outros. necessidade de transformação contínua. Desde então, as empresas nacionais vem
buscando aprimorar a qualidade dos seus produtos e processos através da inovação, com
investimentos em P&D, mão-de-obra qualificada dentre outros. O potencial de crescimento e desenvolvimento nas economias emergentes é
grande e deve ser incentivado. Os países que compõem o BRIC (Brasil, Rússia, Índia e
China) são economias que despontam dentre os países em crescimento. A WIPO (World
Intellectual Property Organization), através do Índice Global de Inovação de 2014,
mostra o Brasil em uma pontuação de 0 a 100 com 36,29 pontos ocupando a posição de
61° entre 143 países, a Rússia com uma pontuação de 39,14 pontos e posição 49º, a
Índia alcançou 33,70 pontos atingindo a posição 76º e a China 46, 57pontos e posição
29º. O Brasil é um exemplo do esforço das economias emergentes de alavancar a
inovação dentro de suas limitações. Um parâmetro relevante de evidenciar este
crescimento é acompanhar o investimento realizado em P&D com base em um
percentual relativo ao PIB (Produto Interno Bruto), pois o PIB representa toda a riqueza
produzida no país durante um determinado período. Silva, Leite & Oliveira| 170
https://doi.org/10.20401/rasi.2.2.110 Silva, Leite & Oliveira| 170
https://doi.org/10.20401/rasi.2.2.110 teórico-analítico para integrar o processo de inovação das firmas através das
capacidades de inovação e indicadores não convencionais. teórico-analítico para integrar o processo de inovação das firmas através das
capacidades de inovação e indicadores não convencionais. O estudo apresenta além da introdução, mais quatro seções. Num primeiro
momento a fundamentação teórica aborda os temas gestão da inovação e fatores
importantes relacionados a este assunto, além da discussão entre autores, capacidades de
inovação onde se procura descrever as quatro capacidades de inovação propostas por
Zawislak (2014) e indicadores de inovação onde são descritos os indicadores
tradicionais de inovação e a importância do desenvolvimento de indicadores não
tradicionais. Em sequência apresenta-se o método de pesquisa juntamente com o
tratamento das informações, o desenho do fluxo de estudo e a apresentação do quadro
teórico-analítico e por fim a discussão dos resultados e as considerações finais. 2.1. Gestão da Inovação Esta seção tem por finalidade apresentar a inovação como um processo gerencial
articulando as ideias de autores que se complementam produzindo um sistema de
geração de soluções para a organização se adaptar as incertezas do mercado. Isto é
possível, pois Tidd, Bessant e Pavitt (2008) definem inovação como um processo e não
um evento isolado, podendo, portanto, ser gerenciada como tal. Existe sobre o processo
de inovação influências que podem ser manipuladas a fim de afetar os resultados. Como
o processo de inovação não ocorre isoladamente, ele está submetido a uma série de
influências internas e externas, e que permite identificar o que é possível e o que
realmente acontece (Tidd; Bessant & Pavitt, 2008). De acordo com Tidd (2001) o ambiente externo, repleto de incertezas e
complexidade, afeta o grau, tipo, o modo de organizar e a gestão da inovação, sendo
assim, o mais coerente é o ajuste destes fatores para se chegar a um melhor
desempenho. Van de Ven (1986) afirma que o contexto extra organizacional inclui os
grandes dotes culturais e de recursos que a sociedade oferece, incluindo as leis, regras
governamentais, distribuições de conhecimentos e recursos, bem como a estrutura da
indústria em que a inovação é localizada. Todos estes fatores influenciam no modo em que a empresa irá gerenciar a
inovação também em seu interior. A cultura, as estratégias, os valores, estruturas,
processos e principalmente as pessoas são peculiares a cada organização. Quadros
(2008) aborda esses elementos defendendo que a diferenciação quanto a qualidade do
processo de inovação e a capacidade de inovar estão diretamente relacionados a cultura
voltada para inovação, através de ações que busquem o aprendizado, a criatividade, a
administração da tolerância ao risco e o comprometimento em construir um processo de
inovação baseado na estratégia de diferenciação competitiva sustentada. Outro aspecto interno de importância para a gestão da inovação são as rotinas
praticadas pela organização. Levitt e March (1988) expõem que as empresas são
construídas e operam através de rotinas. Os autores as definem como um conjunto de
regras, procedimentos, convenções, estratégias e tecnologias, estruturas, crenças,
paradigmas, códigos, culturas e conhecimentos. As rotinas são consideradas
importantes, pois elas demonstram segundo Tidd, Bessant e Pavitt (2008) o
comportamento e o jeito de realizar as tarefas, sendo este peculiar a cada organização,
ou seja, as rotinas são o que tornam uma empresa distinta das outras, quando praticada a RASI, Volta Redonda/RJ, v. 2, n. RASI, Volta Redonda/RJ, v. 2, n. 2, pp. 167-186, jul./dez. 2016. 1. Introdução A pesquisa publicada pelo IBGE
em 2013 mostrou que 2009 os investimentos corresponderam a 1,17% do PIB e 1,16%
em 2010. Apesar desta pequena redução, em 2011 alcançou um crescimento expressivo
de 1,21% sendo o maior valor investido desde 2000. No caso do Brasil, a indústria ainda participa pouco no que compete à inovação
se comparada aos países mais desenvolvidos. Segundo, Marins e Zawislak (2010), as
empresas em países em desenvolvimento precisam ser analisadas, para se entender o
processo de inovação, sob uma ótica diferenciada. Os indicadores tradicionais levam um
modelo linear de inovação baseado em entradas (inputs) e saídas (outputs), ou seja, tem
o foco nos resultados obtidos com o processo de inovação sendo eles número de
patentes, número de doutores e investimentos em P&D, estes “encontram-se
consagrados e são referência em estudos e pesquisas que buscam mensurar a inovação”
(Marins & Zawislak, 2010, p.2). A realidade evidenciada pelos indicadores tradicionais mostra que, em
comparação com os países desenvolvidos, os índices de investimento em P&D, registro
de patentes e número de doutores é superior aos países em desenvolvimento. Porém,
essa realidade não leva em consideração o processo de inovação ocorrido dentro das
empresas no cenário emergente. “Assim, apesar dos méritos e da relevância dos
indicadores tradicionais de inovação, seu escopo de análise se mostra limitado,
especialmente em firmas de economias emergentes.” (Marins & Zawislak, 2010, p.4). A realidade de como o processo de inovação ocorre dentro das empresas
emergentes requer, por tanto, indicadores que exponham o processo e dissertem sobre as
ações e as estratégias para alcançar um resultado, não apenas quantitativo, mas
qualitativo. O estudo de Marins e Zawislak (2010) propõem indicadores não
convencionais para compreender o processo de inovação dentro de empresas de países
emergentes. Como apoio ao mapeamento proposto por esses indicadores alternativos,
vinculou-se o estudo de Zawislak (2014) que analisa a empresa através de quatro
capacidades, sendo elas, capacidade de desenvolvimento tecnológico, capacidade
operacional, capacidade gerencial e capacidade transacional, divididas em dois
condutores: tecnológico e de negócios. Para auxiliar a pesquisa foi feita uma análise sobre a gestão da inovação e sua
importância para as organizações, bem como seu efeito sobre a competitividade e
diferenciação de cada empresa. O objetivo desse artigo foi a elaboração de um quadro RASI, Volta Redonda/RJ, v. 2, n. 2, pp. 167-186, jul./dez. 2016. http://www.rasi.uff.br http://www.rasi.uff.br http://www.rasi.uff.br Silva, Leite & Oliveira| 171
https://doi.org/10.20401/rasi.2.2.110 Silva, Leite & Oliveira| 171
https://doi.org/10.20401/rasi.2.2.110 mesma tarefa básica. Ainda segundo os autores, questões de estruturação e gestão da
empresa são respondidas pelas rotinas que compõe o gerenciamento eficaz da inovação
resultando em uma habilidade competitiva diferenciada. mesma tarefa básica. Ainda segundo os autores, questões de estruturação e gestão da
empresa são respondidas pelas rotinas que compõe o gerenciamento eficaz da inovação
resultando em uma habilidade competitiva diferenciada. De acordo com Fuck e Vilha (2011), a gestão da inovação consiste em elaborar
uma estrutura sistemática de rotinas e ferramentas, com base em uma perspectiva
estratégica, e durante um determinado período, de forma que a inovação não
seja espontânea e desarticulada na organização. Porém, Quadros (2008) afirma que a
efetividade da inovação não se limita apenas as ferramentas e processos de gestão e sim
aos profissionais que utilizam tais ferramentas e realizam estes processos. Já para Terra
(2012) a empresa precisa ter mais do que ideias, laboratórios, recursos financeiros para
investir em P&D e um bom projeto de inovação para se tornar uma organização
inovadora. Ela precisa se diferenciar das demais, quanto a processos, produtos, gestão e
modelos de negócios direcionando estes para a inovação. Para Gavira et al. (2007) a gestão da inovação auxilia o gestor a tomar decisões
sobre como criar valor por meio da inovação, além de organizar a geração desta em um
processo de renovação para a empresa. Longanezi (2008) amplia o que Gavira et al. (2007) esboçaram, afirmando que no processo de gestão da inovação é necessário que o
gestor tenha um entendimento amplo e aprofundado do assunto e um alto grau de
disciplina. Dentre o que já foi discorrido Tidd, Bessant e Pavitt (2008) ressaltam outro
ponto importante sobre a gestão da inovação. É assumido por eles que toda organização
possui dificuldades, como erros, barreiras técnicas e problemas em geral, a maioria das
falhas, no entanto, advém de inconsistências na gestão do processo de inovação. Isso
corrobora com Gavira et al. (2007) e Longanezi (2008), pois há uma associação entre a
responsabilidade do gestor com a execução da gestão da inovação. Este contexto está relacionado com as condições de incerteza do ambiente em
que a empresa inserida. 2.1. Gestão da Inovação 2, pp. 167-186, jul./dez. 2016. http://www.rasi.uff.br http://www.rasi.uff.br 2.2. Capacidades de Inovação A inovação num contexto de competição pode caracterizar-se como um
diferencial para a organização. Segundo Tidd, Bessant e Pavitt (2008) a inovação deve
ser entendida como um processo central da organização já que esta se associa a
renovação da mesma, ou seja, a partir desta compreensão, a inovação é vista como uma
atividade genérica, associada a sobrevivência e crescimento. Assim, o conceito de
inovação na prática é muito mais amplo e complexo. De acordo com Sen e Egelhoff (2000), a inovação de sucesso é resultado de uma
combinação entre as variedades de bens pertencentes à empresa, seus recursos e
capacidades. Guan (2003) define capacidade de inovação como um recurso especial da
organização, sendo esta tácita, além, de está intimamente ligada às experiências
recebidas pela empresa. Para o autor a capacidade de inovação deve acompanhar a
estratégia da empresa e se acomodar em condições especiais de competição. Dito isto, torna-se claro que a capacidade de inovação se constitui em um
conjunto de atividades de inovação, sendo estas no nível multidimensional com uma
abordagem complexa e interativa (Zawislak, 2008). Sob esse ponto de vista, pode-se
dizer que o modelo elaborado por Zawislak, Fracasso e Tello-Gamarra (2013) expõem o
esquema organizacional dividido em dois condutores e as capacidades que as
compreende. p
A empresa para poder colocar em andamento suas atividades mercadológicas ela
necessita de dois condutores: o tecnológico e o de negócios. O primeiro condutor é
responsável pelo desenvolvimento tecnológico que abrange a criação de novos produtos
e todas as operações subsequentes vinculadas a essa elaboração. O condutor de negócios
tem como função integrar as diferentes áreas da empresa e transacionar os bens e
serviços para o mercado. Ambos, então, possuem um perfil de contribuição e apoio para o desempenho da
inovação, que irá ser construído ao longo das atividades imersas nas capacidades que
compõe esses condutores. No condutor tecnológico estão inseridas as capacidades de
desenvolvimento tecnológico e operacional e no condutor de negócios estão inseridas as
capacidades gerencial e transacional. (Zawislak; Fracasso & Tello-Gamarra, 2013). p
g
Segundo Zawislak (2014), um dos motivos que justifica o sucesso de empresas
em países emergentes no mercado, é o fato delas desenvolverem bem uma dessas
capacidades, mesmo que o seu investimento em inovação não seja elevado. O resultado
diferenciado da empresa, por tanto, não necessariamente depende de todas as áreas,
recursos e capacidades internas que a empresa possui. Por isso, Tidd, Bessant e Pavitt (2005), defendem que para a
organização ter um desempenho diferenciado, ela precisa saber explorar todas as fontes
de informações e dados a fim de gerar conhecimento significativo e estratégico para
organização. Com base nesse esforço, a empresa possui o desafio de buscar a solução
mais apropriada para os mais diversos problemas, fazendo a escolha que traz ao
processo a eficiência. p
Ainda de acordo com esses autores, o resultado final da inovação é cheio de
incertezas, porém o gestor poderá diminuir estas por meio do gerenciamento adequado
do processo de inovação. Portanto, a gestão da inovação, através da mobilização dos
recursos adequados, consegue transformar estas incertezas em conhecimento e reduzi-la
a uma situação de equilíbrio. Kline e Rosenberg (1986) também apontam sobre este
nível de incerteza e afirmam que a gestão da inovação tem como propósito justamente
esta tentativa de redução e acrescentam que a gestão da inovação demanda a criação de
sistemas que evitem a perda da capacidade inovadora. Todas essas variáveis influenciam na maneira como cada empresa gerencia seu
processo de criação de valor. Segundo isso, o processo de gestão da inovação irá se
delinear de acordo com o resultado que empresa deseja, pois segundo Pradella (2013) a
inovação envolve a organização como um todo proporcionando a mesma vantagem
competitiva e agregação de valor. Neste cenário, Stefanovitz e Nagano (2014) enfatizam
também que é fundamental que os modelos de gestão da inovação utilizados sejam
avaliados de acordo com a realidade empresarial. RASI, Volta Redonda/RJ, v. 2, n. 2, pp. 167-186, jul./dez. 2016. http://www.rasi.uff.br http://www.rasi.uff.br Silva, Leite & Oliveira| 172
https://doi.org/10.20401/rasi.2.2.110 Silva, Leite & Oliveira| 172
https://doi.org/10.20401/rasi.2.2.110 Sendo a realidade empresarial complexa não se pode uniformizar um único tipo
de processo de inovação. (Rothwell, 1994). Não existe, portanto, um modelo único de
gestão da inovação, pois este depende do ambiente interno e externo da mesma, se
adequando segundo seus objetivos quanto à geração de valor. RASI, Volta Redonda/RJ, v. 2, n. 2, pp. 167-186, jul./dez. 2016. 2.3. Indicadores de Inovação Os primeiros indicadores desenvolvidos para mensurar a inovação têm como
propósito trazer à empresa uma visão com foco nos resultados. Para alcançar esse
objetivo, os indicadores foram estruturados sob uma lógica pautada no modelo linear,
que tem como finalidade a análise das entradas (inputs) e saídas (outputs) das
organizações (Godin, 2002). Segundo Marins (2010), os indicadores tradicionais são
consagrados e vistos como referência quando se trata de mensurar a inovação e eles
englobam gastos com P&D, as patentes e também o grau de qualificação do corpo de
funcionários. Trabalhos como da Associação Nacional de Pesquisa, Desenvolvimento e
Engenharia das Empresas Inovadoras [ANPEI], Pesquisa Industrial de Inovação
Tecnológica[PINTEC], realizada pelo Instituto Brasileiro de Geografia e Estatística
[IBGE], e o estudo do Instituto de Pesquisa Econômica Aplicada [IPEA]
desdobramento da própria PINTEC, utilizam os indicadores tradicionais como
ferramenta para mensurar a inovação dentro das empresas brasileiras. Porém apesar de sua grande relevância, estes estudos, segundo Figueiredo
(2006), estão muito arraigados aos indicadores tradicionais de inovação e mesmo
quando se propõem a analisar o processo de inovação dentro destas firmas deixam
passar características importantes que poderiam contribuir para seu melhor
entendimento, limitando-se a uma perspectiva mais agregada e não a uma visão mais
aprofundada dos aspectos intra-organizacionais. De acordo com Katz (2004), as empresas em economias emergentes nem sempre
possuem práticas intra-organizacionais formalizadas o que dificulta o entendimento de
como o processo de inovação ocorre no interior das firmas, já que os indicadores
tradicionais se limitam a compreender os resultados obtidos pelas entradas e saídas. Além disso, o autor afirma que para se entender o processo de inovação em uma
firma deve-se levar em consideração o contexto que essas estão inseridas, pois como
enfatizado por ele, analisar as empresas em economias emergentes sob a mesma ótica
das economias desenvolvidas é subestimar o desempenho da inovação, já que há uma
disponibilidade de recursos, em especial financeiros, menor. Albuquerque (2006),
também afirma que os países desenvolvidos apresentam um sistema de inovação
consolidado e articulados se comparado aos países em desenvolvimento. Arocena e Sutz (2006) também analisam a inovação, porém ressaltam que a
primeira coisa que deve ser levada em consideração é a natureza informal que as
empresas inseridas no contexto das economias emergentes apresentam, não
negligenciando seu impacto, pois segundo eles existe uma necessidade de averiguar a
existência real da inovação nesses países. 2.2. Capacidades de Inovação http://www.rasi.uff.br Silva, Leite & Oliveira| 174
https://doi.org/10.20401/rasi.2.2.110 2.2. Capacidades de Inovação As capacidades levam a
inovação, logo o desenvolvimento eficaz de uma ou mais delas já conseguem
diferenciar a empresa e sua atuação no mercado, cenário esse, comum em empresas de
países em desenvolvimento. RASI, Volta Redonda/RJ, v. 2, n. 2, pp. 167-186, jul./dez. 2016. http://www.rasi.uff.br http://www.rasi.uff.br Silva, Leite & Oliveira| 173
https://doi.org/10.20401/rasi.2.2.110 Figura 1. Capacidades da empresa para o desempenho inovador
Fonte: Adaptado de Zawislak, Tello-Gamarra, Alves, Barbieux & Reichert (2014). Figura 1. Capacidades da empresa para o desempenho inovador
Fonte: Adaptado de Zawislak, Tello-Gamarra, Alves, Barbieux & Reichert (2014). A figura 1 mostra a relação entre as capacidades e seus respectivos condutores. A capacidade de desenvolvimento tecnológico, da ênfase na construção de todo o
processo de imaginar e construir novas soluções de valor (novas tecnologias e novos
produtos) para os consumidores. Além da criação e desenvolvimento ela é responsável
pela adaptação das tecnologias já existentes como meio para manter sua oferta
inovadora. A capacidade operacional dá ênfase para a produção em escala comercial de
bens e serviços projetados pela capacidade de desenvolvimento tecnológico. Para isto, a
tecnologia absorvida pela organização e os sistemas devem ser levados em consideração
no planejamento das decisões, tanto para seu controle quanto para sua capacidade de
produção. A empresa deve considerar a qualidade, a confiabilidade, o custo, a entrega,
capacidade de resposta, rotinas, estabilidade, eficiência e padronização no processo de
produção de bens e serviços. Na capacidade gerencial a empresa tem para coordenar de forma eficaz e
eficiente todas as demais áreas da empresa, também integrando os recursos internos de
forma coerente melhorando a sua utilização e evitando a escassez. Coordenar e integrar
todas as áreas da empresa significa, portanto, administrar todo e qualquer conflito
gerado entre essas áreas, tendo flexibilidade quanto à resolução dos possíveis problemas
decorrentes de atritos. A capacidade transacional aborda o processo de compra e venda de produtos, ou
seja, esta capacidade cuida das relações externas que a organização possui com
fornecedores e clientes. São necessárias informações que auxiliem tanto na minimização
dos custos para a produção em escala comercial, através da busca pelas melhores
condições de seus fornecedores em relação à qualidade e preço, quanto à descoberta do
mercado que a empresa irá atender. Ela busca que todas as transações necessárias
envolvendo logística, marketing, comércio e distribuição cheguem ao mercado com o
menor custo. http://www.rasi.uff.br RASI, Volta Redonda/RJ, v. 2, n. 2, pp. 167-186, jul./dez. 2016. Silva, Leite & Oliveira| 175
https://doi.org/10.20401/rasi.2.2.110 o objeto de estudo são empresas localizadas em países em desenvolvimento. A solução
para este problema segundo Arundel (2006) é desenvolver indicadores que possam
auxiliar na descrição do processo de inovação no interior destas empresas. o objeto de estudo são empresas localizadas em países em desenvolvimento. A solução
para este problema segundo Arundel (2006) é desenvolver indicadores que possam
auxiliar na descrição do processo de inovação no interior destas empresas. Para este estudo utilizou-se os indicadores alternativos propostos por Marins
(2010). A princípio seu estudo foi estrutura a partir de quatro dimensões de inovação
embasadas em teorias econômicas. A dimensão Empreendedorismo foi pautada nas
teorias Schumpeteriana (Schumpeter, 1942) e da Firma de Coase (1937) e é importante,
pois segundo a autora o empreendedorismo é relevante para provocar mudanças que
sejam agregadoras de valor e assim se tornem inovação. Mesmo sendo fundamentais, os
indicadores tradicionais não conseguem mensurar o empreendedorismo dentro das
firmas. Para isso Marins (2010) propõe quatro novos indicadores. O primeiro indicador é o de Criatividade e consiste em contabilizar o número de
ideias em determinado espaço de tempo, geradas pelos funcionários das empresas, mas
que sejam convertidas em projetos de inovação. O Segundo indicador chamado Project
champions mensura a partir destas ideias geradas o número de funcionários
responsáveis por impulsionar o inicio do projeto de inovação. A Capacidade de
realização é o indicador que mede a quantidade de projetos de inovação que obtiveram
sucesso quando concluídos e partir deles foi produzido e lançado um novo produto em
um determinado tempo. E por último, o indicador Controle de erros analisa o grau de
formalização das práticas que a empresa utiliza para controlar os erros ocorridos através
de uma escala que avalia se existe relatório de não conformidade e se este é formal ou
informal. A Estrutura, segunda dimensão, baseada na Teoria da Firma (Coase, 1937) busca
mensurar os aspectos que envolvem a base de conhecimento existente quanto a sua
administração e as informações disponíveis, ambas em prol das modificações
necessárias no processo para que este amplie a sua resolução de problemas, propiciando
a firma mais inovações. Para avaliar esta dimensão Marins (2010) propõe outros quatros indicadores. O
primeiro é chamado de Externalização, busca realizar a análise se há ou não distribuição
de atividades externas de inovação da empresa quanto ao desenvolvimento de novos
produtos em um período determinado. RASI, Volta Redonda/RJ, v. 2, n. 2, pp. 167-186, jul./dez. 2016. http://www.rasi.uff.br 2.3. Indicadores de Inovação Como justificativa a esse cenário, Marins (2010) reafirma o que Arocena e Sutz
(2006) dizem a respeito da informalidade no interior das empresas, porém acrescenta
que os indicadores tradicionais não são adequados para entender as atividades de
inovação. Por isso, os indicadores tradicionais precisam ser relativizados ou, ainda,
complementados por indicadores alternativos que demonstrem como o processo de
inovação ocorre dentro destas firmas. Os indicadores tradicionais, para Katz (2004) são limitados quanto a sua
finalidade não captando a atividade de inovação como um todo o que prejudica o amplo
entendimento da mesma. Segundo, Marins e Zawislak (2010) há uma carência de
indicadores que possam avaliar de forma mais ampla a inovação, principalmente quando RASI, Volta Redonda/RJ, v. 2, n. 2, pp. 167-186, jul./dez. 2016. http://www.rasi.uff.br http://www.rasi.uff.br Silva, Leite & Oliveira| 176
https://doi.org/10.20401/rasi.2.2.110 estratégia da firma, atribuindo o mesmo grau quanto a existência ou não de estratégia de
inovação e se esta está formalmente deliberada e se está alinhada com a estratégia da
empresa. O próximo indicador é o Portfólio de projetos, possui um foco no
levantamento dos projetos desenvolvidos quanto o seu propósito e identificar o perfil
predominante. Podendo estes ser, projetos de rotina, incremental de curto ou longo
prazo e radical de curto ou longo prazo. é considerado um projeto predominante quando
ele é mais de 50% do total de projetos realizados. O indicador Cadência procura
mensurar a quantidade de projetos de inovação realizados simultaneamente por uma
empresa com recursos financeiros, físicos e humanos próprios. O quarto indicador é
Parcerias estratégicas, o qual faz uma proporção entre o número de parceiros
estratégicos voltados às atividades de inovação em relação ao total de parceiros
vinculados a empresa, apresentando ao final um percentual. estratégia da firma, atribuindo o mesmo grau quanto a existência ou não de estratégia de
inovação e se esta está formalmente deliberada e se está alinhada com a estratégia da
empresa. O próximo indicador é o Portfólio de projetos, possui um foco no
levantamento dos projetos desenvolvidos quanto o seu propósito e identificar o perfil
predominante. Podendo estes ser, projetos de rotina, incremental de curto ou longo
prazo e radical de curto ou longo prazo. é considerado um projeto predominante quando
ele é mais de 50% do total de projetos realizados. O indicador Cadência procura
mensurar a quantidade de projetos de inovação realizados simultaneamente por uma
empresa com recursos financeiros, físicos e humanos próprios. O quarto indicador é
Parcerias estratégicas, o qual faz uma proporção entre o número de parceiros
estratégicos voltados às atividades de inovação em relação ao total de parceiros
vinculados a empresa, apresentando ao final um percentual. A quarta e última dimensão, possui o nome Valor que deve ser mensurado, pois
os indicadores tradicionais não conseguem mensurar aspectos que vão além do número
total de novos produtos e processos, novas patentes. Sendo assim, a empresa precisa
gerar não somente o novo, mas também o novo que lhe agregue valor. Diante disto, Marins (2010) apresenta quatro novos indicadores para analisar
esta dimensão. O primeiro indicador é o Lucro operacional inovativo que seria a
porcentagem do lucro operacional gerada pela criação de novos produtos em um
período específico. Time to market é o indicador que visa à mensuração do tempo médio
entre a geração de uma nova ideia e a disponibilização da mesma em forma de produto
no mercado. Em complemento, o indicador Time to profit, irá mensurar o tempo médio
entre a elaboração da ideia para a criação de um novo produto até o ganho com o
mesmo. Por último, o indicador Valor agregado que visa mensurar em um determinado
período a porcentagem de valor agregado à firma advindo das atividades de inovação. O segundo indicador é Interatividade que
mensura o percentual correspondente ao número de novos produtos gerados a partir da
interação de pelo menos dois departamentos ou unidades de negócios em um
determinado período. O indicador Recursos físicos tangíveis, realiza o percentual total
da quantidade investida em atividade de inovação pela empresa, levando em
consideração período determinado de tempo. Por último, o indicador Aplicações
tecnológicas visa mensurar a quantidade de produtos novos produzidos em um
determinado período de tempo a partir da utilização de uma nova tecnologia. A próxima dimensão é a Coordenação que busca coordenar e organizar os
recursos da melhor maneira a firma de resolver os problemas de seu mercado
consumidor. Esta dimensão foi fundamentada na Teoria da Firma de Coase que parte do
princípio de que a atividade de inovação precisa de um conjunto de ações contínuas
voltadas para a mesma. A coordenação empreendedora irá gerenciar estas ações, porém
os indicadores de atividade inovativa desta dimensão terá como finalidade identificar o
esforço, baseado nas ações efetivas ao longo do tempo. Sendo assim, Marins (2010) propõe outros quatro indicadores relacionados a
esta dimensão. O primeiro indicador é chamado Estratégia de inovação, e busca
identificar dentro da organização estratégias de inovação que estejam alinhadas com a RASI, Volta Redonda/RJ, v. 2, n. 2, pp. 167-186, jul./dez. 2016. http://www.rasi.uff.br http://www.rasi.uff.br http://www.rasi.uff.br Silva, Leite & Oliveira| 177
https://doi.org/10.20401/rasi.2.2.110 Silva, Leite & Oliveira| 177
https://doi.org/10.20401/rasi.2.2.110 que complementassem o estudo já iniciado. Na Tabela 1 há a descrição dos especialistas
sobre o tema quanto a sua formação, experiência acadêmica e profissional, além de
linhas de pesquisa em que atuam. que complementassem o estudo já iniciado. Na Tabela 1 há a descrição dos especialistas
sobre o tema quanto a sua formação, experiência acadêmica e profissional, além de
linhas de pesquisa em que atuam. Tabela 1 Tabela 1
Perfil dos Especialistas Participantes da Pesquisa
Esp. Formação e
Titulação
Experiência Acadêmica
Experiência Profissional
Linhas de
Pesquisa
1
Graduação em
Administração;
Mestrado em
Eng de
Produção;
Doutorado em
Economia
Docente na área de Gestão
de Projeto em Instituições
Públicas e Privada – 11
anos
Gerente da Incubadora de
empresas de base tecnológica
(Incubadora de um IFES) – 3
anos;
Diretor de Inovação e Projetos
(Consultoria) – 2 anos;
Gerente de Qualidade
(Indústria) – 2 anos. As políticas
públicas de
Ciência,
Tecnologia e
Inovação
2
Graduação,
Mestrado e
Doutorado em
Administração. Docente
na
área
de
Estratégia Empresarial e
Gestão de Projeto em
Instituições
Públicas
e
Privada – 15 anos
Analista de Desenvolvimento
de Novos Produtos (Indústria)
– 2 anos;
Coordenador
de
P&D
(Indústria) – 2 anos;
Gerente de Soluções em TI
(Consultoria) – 3 anos. Estratégia,
Tecnologia e
Inovação
3
Graduação,
Mestrado e
Doutorado em
Administração. Docente na área de Gestão
da Inovação e Projeto em
Instituições
Públicas
e
Privada – 13 anos
Gerente
de
Tecnologia
(Consultoria) – 5 anos;
Coordenador de Fundo de
apoio Inovações Tecnológica
(CRIATEC) – 3 anos. Gestão de
Tecnologia,
Qualidade e
Competitividade
Nota: Elaborada pelos autores. Nota: Elaborada pelos autores. 3.1. Tratamento das Informações 3. Método de Pesquisa Foi realizada uma pesquisa exploratória a fim de identificar os estudos que
tratassem de indicadores de inovação, capacidade de inovação para ampliar o
conhecimento sobre o tema. A pesquisa exploratória tem como função “proporcionar
maior familiaridade com o problema, com vistas a torná-lo mais explícito ou a constituir
hipóteses (...) têm como objetivo principal o aprimoramento de ideias.” (Gil, 2002,
p.41). O objetivo de utilizar a pesquisa exploratória foi para enriquecer a delimitação
inicial do estudo a fim de averiguar possíveis bibliografias que abordassem indicadores
não tradicionais que apoiassem a pesquisa. Além disso, entender como a inovação
ocorre em empresas nos países emergentes. Para auxiliar a pesquisa também foi realizado um levantamento a partir da
técnica grupo focal com especialistas da área. A técnica de caráter qualitativo busca
obter dados por meio de reuniões em grupo tendo como finalidade a interação entre os
profissionais convidados e o pesquisador, ambos direcionados a promover uma
discussão focada na coleta de dados a partir de tópicos específicos (Lervolino &
Pelicioni, 2001). Como critério, foram escolhidos profissionais da área acadêmica que
pesquisassem sobre o assunto. O grupo foi direcionado a pontuar um quadro que
auxiliaria na escolha dos melhores indicadores alternativos a serem utilizados de acordo
com critérios pré-estabelecidos. Além disso, este teve como objetivo indicar literaturas RASI, Volta Redonda/RJ, v. 2, n. 2, pp. 167-186, jul./dez. 2016. http://www.rasi.uff.br http://www.rasi.uff.br 3.1. Tratamento das Informações A partir da pesquisa exploratória foi possível identificar autores que tratam dos
indicadores não tradicionais como um tema de relevância quando se trata de processo de
inovação com o foco na compreensão do mesmo. Apesar da afirmativa, a análise
apresentou carência quanto a propostas de conjunto de novos indicadores que servissem
como complementares aos indicadores já existentes, os tradicionais. Paralelamente, buscou-se literaturas que tratassem sobre capacidades e processo
de inovação no interior das empresas. Por ser um tema amplamente discutido, foram
encontrados diversos estudos, sendo o mais apropriado para esta pesquisa, o estudo de
Zawislak (2014) sobre as capacidades de inovação da firma, pois foi visualizada a
possibilidade de relacionar estas capacidades com os indicadores alternativos de
inovação. RASI, Volta Redonda/RJ, v. 2, n. 2, pp. 167-186, jul./dez. 2016. http://www.rasi.uff.br http://www.rasi.uff.br Silva, Leite & Oliveira| 178
https://doi.org/10.20401/rasi.2.2.110 Silva, Leite & Oliveira| 178
https://doi.org/10.20401/rasi.2.2.110 Sendo assim, este artigo baseia-se em dois estudos específicos do tema no país, o
primeiro foi realizado por Zawislak (2014) acerca das capacidades de inovação das
firmas e o segundo por Marins (2010) sobre indicadores alternativos de inovação. Zawislak (2014) expõe em seu estudo que a firma é composta por quatro
capacidades, sendo elas, capacidade de desenvolvimento tecnológico e operacional,
capacidades gerencial e transacional anteriormente abordadas. Ele afirma que a
caracterização de uma empresa inovadora não é necessariamente resultado do bom
desempenho das quatro capacidades juntas, podendo a empresas desenvolver bem
apenas uma delas. A pesquisa de Marins (2010) consiste em apresentar um conjunto de novos
indicadores de inovação que seriam complementares aos indicadores tradicionais, já que
Marins (2010) alega que o último possui um foco no resultado, modelo linear, não
sendo este capaz de compreender o processo de inovação no interior de empresas em
economias emergentes, já que estas empresas não possuem uma estrutura de
investimento em inovação formalizada. A partir de ambos os estudos foi elaborado um arcabouço teórico onde se
relaciona as capacidades de inovação com os indicadores alternativos. Acredita-se que
é possível entender o processo de inovação dentro das empresas através das capacidades
associadas a informações que partiriam dos indicadores alternativos. Zawislak (2014)
aponta que uma empresa caracterizada como inovadora, possui pelo menos uma dessas
quatro capacidades bem desenvolvida. RASI, Volta Redonda/RJ, v. 2, n. 2, pp. 167-186, jul./dez. 2016. RASI, Volta Redonda/RJ, v. 2, n. 2, pp. 167-186, jul./dez. 2016.
http://www.rasi.uff.br RASI, Volta Redonda/RJ, v. 2, n. 2, pp. 167-186, jul./dez. 2016.
http://www.rasi.uff.br 3.1. Tratamento das Informações Neste sentido a empresa, primeiramente, deve compreender a existência dessas
capacidades e assim construir uma visão clara e alinhada em relação a elas, a fim de
analisá-las e por consequência alcançar uma melhor eficiência na utilização de seus
recursos para a inovação. Simultaneamente a este processo, os indicadores têm como
função servir de apoio para o levantamento de informações para conhecimento e
acompanhamento das capacidades. Vale ressaltar, que este processo não é estático,
competindo à empresa o exercício contínuo dessa análise. A partir desta análise foi possível elaborar um quadro em que pudesse ser feita a
associação entre as capacidades descritas por Zawislak (2014) e os indicadores
alternativos propostos por Marins (2010). Inicialmente, buscou-se compreender as
definições expostas pela autora sobre os indicadores, analisando quais possíveis
informações poderiam ser obtidas quando este fosse aplicado na empresa. Posteriormente o mesmo procedimento foi realizado para as definições das capacidades
propostas por Zawislak (2014), visando apenas o entendimento das mesmas. Com isso,
foi possível alocar os indicadores apropriados a cada capacidade, não sendo feita
nenhuma alteração nos conceitos apresentados pelos autores. Com o propósito de embasar o quadro anteriormente descrito, usou-se outro
trabalho, Zawislak, Fracasso e Tello-Gamarra (2013), no qual os autores apresentam um
framework com o intuito de fundamentar as capacidades por eles definidas, utilizando
autores que serviram como um referencial teórico. Para este estudo foi utilizado a
mesma base teórica apresentada, acrescentando ao mesmo os indicadores alternativos
propostos por Marins (2010) como mostra a Tabela 2: RASI, Volta Redonda/RJ, v. 2, n. 2, pp. 167-186, jul./dez. 2016. http://www.rasi.uff.br http://www.rasi.uff.br Silva, Leite & Oliveira| 179
https://doi.org/10.20401/rasi.2.2.110 Silva, Leite & Oliveira| 179
https://doi.org/10.20401/rasi.2.2.110
Tabela 2
Relação entre Indicadores e Capacidades das firmas
Capacidades
Indicadores
Autores
Capacidade de
desenvolvimento tecnológico
Criatividade
Davila (2000), Wong et al. (1998), Rush et al. (2007), Huergo(2006), Zawislak et al. (2012b),
Marins (2010)
Project champions
Cadência
Capacidade operacional
Capacidade de realização
Capon (1990), Roth e Miler (1992), Zawislak
et al. (2012b), Marins (2010)
Controle de erros
Interatividade
Aplicações tecnológicas
Capacidade de gerenciamento
Estratégia de inovação
Barnard (1966), Penrose (1959), Ansoff
(1965), Marins (2010)
Portfólio de projetos de
inovação
Recursos físicos tangíveis
Lucro operacional inovativo
Time to Market
Time to profit
Valor agregado
Capacidade transacional
Parcerias estratégicas
Bosse e Alvarez (2010), Williamson (1985 -
1999), Marins (2010)
Externalização
Fonte: Adaptado de Zawislak, Fracasso; Tello-Gamarra, 2013, p. 8. 3.1. Tratamento das Informações Com base nesta relação realizou-se um grupo de foco com o objetivo de trazer
uma visão de especialistas no assunto ao trabalho. O objetivo foi priorizar os
indicadores que fossem importantes para a análise do processo de inovação, além de
averiguar aqueles que seriam exequíveis de medição e a sua associação teórica dentro
do campo de pesquisa, atribuindo a estes notas de 1 a 5. Para tanto, utilizou-se a matriz G.U.T. que segundo Meireles (2001) consiste em
uma ferramenta com a finalidade de priorizar dentre alternativas de ação. Esta organiza
as atividades por ordem de importância analisando a Gravidade, Urgência e Tendência,
de modo a escolher racionalmente a ação menos prejudicial. Nesse estudo, adaptou-se a
matriz G.U.T. utilizando Importância, Execução e Associação Teórica, sendo esses
critérios foram submetidos à análise de especialistas na área de pesquisa. Ao final, as
notas atribuídas a cada indicador foram contabilizadas pela multiplicação dos critérios. A aplicação e realização do grupo de foco contribuíram para priorizar os
indicadores que fossem exequíveis dentro da organização, através de uma análise dos
indicadores, da atribuição de notas pelos especialistas e a utilização de um fator de
prioridade. Este fator foi calculado a partir da soma das notas dos especialistas atribuída
a cada indicador multiplicada por (1-CV), sendo CV o coeficiente de variação das notas
de cada indicador. Assim, (1-CV) é a ponderação que serve como um critério de
convergência das opiniões. Quanto menor a variação das opiniões dos especialistas
melhor. Por fim, definiu-se que a média do fator de prioridade por capacidade como
sendo o critério que selecionou os indicadores que foram mantidos. O fator de prioridade (FP) representa o produto entre o resultado da soma dos
itens da matriz G.U.T. adaptada e o inverso do coeficiente de variação conforme a
equação 1. RASI, Volta Redonda/RJ, v. 2, n. 2, pp. 167-186, jul./dez. 2016. http://www.rasi.uff.br http://www.rasi.uff.br Silva, Leite & Oliveira| 180
https://doi.org/10.20401/rasi.2.2.110 Silva, Leite & Oliveira| 180
https://doi.org/10.20401/rasi.2.2.110 𝐹𝑃= 𝐶𝑖 𝑥 (1 −𝐶𝑉)
𝑛=3
𝑖=3
1 1 onde: onde: onde:
C = critérios da matriz G.U.T. adaptada
i = número de critérios
n = respondentes
(1-CV) = índice de convergência onde:
C = critérios da matriz G.U.T. 3.1. Tratamento das Informações adaptada
i = número de critérios
n = respondentes
(1-CV) = índice de convergência A Figura 2 representa em forma de esquema os passos que organizam o estudo
em suas etapas dando origem a um protocolo que pode servir de base para estudos
futuros. Figura 2. Protocolo do Estudo
Nota. Fonte: Elaborado pelos autores. Figura 2. Protocolo do Estudo Figura 2. Protocolo do Estudo Nota. Fonte: Elaborado pelos autores. Silva, Leite & Oliveira| 181
https://doi.org/10.20401/rasi.2.2.110 Silva, Leite & Oliveira| 181
https://doi.org/10.20401/rasi.2.2.110 necessários para o entendimento do processo de inovação. Por isso, ao alocar cada
indicador as capacidades buscou-se relacionar àqueles que poderiam auxiliar no
entendimento do processo de inovação associado a cada capacidade da organização. necessários para o entendimento do processo de inovação. Por isso, ao alocar cada
indicador as capacidades buscou-se relacionar àqueles que poderiam auxiliar no
entendimento do processo de inovação associado a cada capacidade da organização. Deste modo, foi apenas alocado, sem alteração de sentido, os indicadores
Criatividade, Project champions e Cadência à capacidade de desenvolvimento
tecnológico; os indicadores capacidade de realização, Controle de erros, Interatividade e
Aplicações tecnológicas à capacidade operacional; os indicadores Estratégia de
inovação, Portifólio de projetos de inovação, Recursos físicos tangíveis, Lucro
operacional inovativo, Time do market, Time do profit e Valor agregado à capacidade
gerencial e por último os indicadores Parcerias estratégicas e Externalização à
capacidade transacional, como já visto no Quadro 1. p
j
Através da análise do Quadro 1 foi possível por meio do grupo de foco, priorizar
alguns indicadores e também retirar aqueles que não seriam exequíveis, segundo a
opinião dos especialistas. Deste modo, através da avaliação dos especialistas ficou
decidido retirar o indicador Controle de erros, antes mesmo da aplicação da matriz de
priorização, pois na opinião dos mesmos, este indicador não teria adequação para a
avaliação do desempenho inovativo. A justificativa foi que, segundo a definição do
indicador, este não atenderia de maneira satisfatória ao objetivo de tentar entender como
ocorre a inovação dentro das empresas. O resultado deste estudo foi a junção dos indicadores com as capacidades, mas a
fim de chegar a uma proposta final de indicadores que atendesse ao objetivo foi
utilizada a matriz G.U.T. adaptada com o intuito de priorizar os indicadores alocados a
cada capacidade. Essa priorização foi realizada por especialistas através do grupo de
foco no qual foi apresentado a cada um a definição dos indicadores de Marins (2010) e
das capacidades de Zawislak (2014) fazendo uma discussão do entendimento destes
sobre o significado e a alocação dos mesmos. RASI, Volta Redonda/RJ, v. 2, n. 2, pp. 167-186, jul./dez. 2016. http://www.rasi.uff.br 4. Análise de Discussão dos Resultados Sendo assim, após análise da pesquisa de Marins (2010), buscou-se neste estudo
associar os indicadores não convencionais propostos pela autora às capacidades de
inovação explicitadas por Zawislak (2014). Isto foi possível, pois ao estudar as
capacidades de inovação das firmas, principalmente aquelas em economias emergentes,
observa-se a necessidade de indicadores que consigam mensurar os elementos RASI, Volta Redonda/RJ, v. 2, n. 2, pp. 167-186, jul./dez. 2016. http://www.rasi.uff.br http://www.rasi.uff.br RASI, Volta Redonda/RJ, v. 2, n. 2, pp. 167-186, jul./dez. 2016.
http://www.rasi.uff.br Como resultado da associação entre capacidade de inovação e indicadores não
convencionais discutido no grupo de foco foram feitos ajustes aos modelos originais
como por exemplo a alteração do indicador Externalização, originalmente colocado na
capacidade de desenvolvimento tecnológico e assim movido para a capacidade
transacional e a exclusão do indicador Controle de erros. Com o resultado da multiplicação dos critérios estabelecidos foi possível a partir
do fator de importância elencar os indicadores pertencentes à proposta final. Sendo
assim, os números de 1 a 6 na Tabela 3 indicam os indicadores priorizados a partir da
Equação 1. http://www.rasi.uff.br Tabela 3. Resultado Final da Priorização dos Especialistas
Fonte: Elaborado pelos autores. Desempenho Técnico
Capacidades
Indicadores
Esp. 1
Esp. 2
Esp. 3
SOMA
CV
Fator de
Prioridade
Capacidade de
desenvolvimento
tecnológico
Criatividade (1)
20
15
40
75
0,529
35,3
Project champions
10
15
40
65
0,741
16,8
Cadência
6
60
24
90
0,916
7,5
Total
19,9
Capacidade
operacional
Capacidade de realização
(2)
15
15
50
80
0,757
19,4
Controle de erros
-
-
-
0
0
0,0
Interatividade
3
16
5
24
0,875
3,0
Aplicações tecnológicas (3)
30
100
20
150
0,871
19,2
Total
10,4
Desempenho Econômico
Capacidade de
gerenciamento
Estratégia de inovação (4)
32
50
25
107
0,361
68,3
Portfólio de projetos de
inovação
4
45
25
74
0,831
12,5
Recursos físicos tangíveis
(5)
64
24
40
128
0,471
67,6
Lucro operacional inovativo
12
5
25
42
0,724
11,6
Time to Market
8
5
20
33
0,721
9,2
Time to profit
8
4
6
18
0,333
12,0
Valor agregado
12
5
6
23
0,493
11,6
Total
27,5
Capacidade
transacional
Parcerias estratégicas
48
125
30
203
0,745
51,6
Externalização (6)
60
125
36
221
0,625
82,9
Total
67,2 Tabela 3. Tabela 3. Resultado Final da Priorização dos Especialistas Resultado Final da Priorização dos Especialistas Na Tabela 4 está representada, assim, a versão final do estudo. RASI, Volta Redonda/RJ, v. 2, n. 2, pp. 167-186, jul./dez. 2016. http://www.rasi.uff.br
Tabela 4. Proposta final dos indicadores não convencionais de inovação
Capacidades
Indicadores
Desempenho
Técnico
Capacidade de desenvolvimento tecnológico
Criatividade
Capacidade operacional
Capacidade de realização
Aplicações tecnológicas
Desempenho
Econômico
Capacidade de gerenciamento
Estratégia de inovação
Recursos físicos tangíveis
Capacidade transacional
Externalização
Fonte: Elaboração própria. Silva, Leite & Oliveira| 183
https://doi.org/10.20401/rasi.2.2.110 Silva, Leite & Oliveira| 183
https://doi.org/10.20401/rasi.2.2.110 5. Considerações Finais Após a análise e associação dos trabalhos de Marins (2010) e Zawislak (2014) e
o complemento sobre a priorização dos indicadores mais exequíveis dentro da
organização por meio do auxílio de especialistas na área de inovação e desempenho
ocorrido no grupo de foco e da aplicação de um fator de importância a cada indicador
foi possível elaborar um quadro teórico-analítico para integrar o processo de inovação
das organizações através da associação das capacidades de inovação e indicadores não
convencionais. Com isso, o estudo sugere como proposta alguns indicadores não convencionais
relacionados às capacidades de inovação da firma para análise do processo de inovação. Este trabalho propõe a manutenção dos indicadores: Criatividade, Capacidade de
realização, Aplicações tecnológicas, Estratégia de inovação, Recursos físicos tangíveis e
Externalização. Deste modo, pode-se dizer que o objetivo do trabalho foi alcançado, já que
através de algumas técnicas de análise e priorização foi possível elaborar um quadro
teórico-analítico com os indicadores não convencionais associados às capacidades para
avaliação do processo de inovação dentro das empresas. Além disso, esta pesquisa vem
a contribuir para estudos futuros relacionados ao entendimento do processo de inovação
de empresas em economias emergentes, como o Brasil, pois o desenvolvimento de
indicadores de inovação focados nos processos internos das empresas e não somente
nos resultados, pode representar uma alternativa aos tradicionais, assim contribuir para a
mensuração da inovação em países hoje considerados pouco inovadores. A pesquisa demonstra algumas limitações, no que diz respeito ao pequeno
número de especialistas entrevistados para o grupo de foco, não evidenciada por estudos
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English
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Effect of Thickness on Structural and Electrical Properties of CuAlS2 Thin Films Grown by Two Stage Vacuum Thermal Evaporation Technique
|
Zenodo (CERN European Organization for Nuclear Research)
| 2,014
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cc-by
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World Academy of Science, Engineering and Technology
International Journal of Energy and Power Engineering
Vol:8, No:6, 2014 World Academy of Science, Engineering and Technology
International Journal of Energy and Power Engineering
Vol:8, No:6, 2014 International Scholarly and Scientific Research & Innovation 8(6) 2014 Effect of Thickness on Structural and Electrical Properties of CuAlS2 Thin
Films Grown by Two Stage Vacuum Thermal Evaporation Technique Authors : A. U. Moreh, M. Momoh, H. N. Yahya, B. Hamza, I. G. Saidu, S. Abdullahi Authors : A. U. Moreh, M. Momoh, H. N. Yahya, B. Hamza, I. G. Saidu, S. Abdullahi
Abstract : This work studies the effect of thickness on structural and electrical properties of CuAlS2 thin films grown by two
stage vacuum thermal evaporation technique. CuAlS2 thin films of thicknesses 50nm, 100nm and 200nm were deposited on
suitably cleaned corning 7059 glass substrate at room temperature (RT). In the first stage Cu-Al precursors were grown at
room temperature by thermal evaporation and in the second stage Cu-Al precursors were converted to CuAlS2 thin films by
sulfurisation under sulfur atmosphere at the temperature of 673K. The structural properties of the films were examined by X-
ray diffraction (XRD) technique while electrical properties of the specimens were studied using four point probe method. The
XRD studies revealed that the films are of crystalline in nature having tetragonal structure. The variations of the micro-
structural parameters, such as crystallite size (D), dislocation density ( ), and micro-strain ( ), with film thickness were
investigated. The results showed that the crystallite sizes increase as the thickness of the film increases. The dislocation
density and micro-strain decreases as the thickness increases. The resistivity ( ) of CuAlS2 film is found to decrease with
increase in film thickness, which is related to the increase of carrier concentration with film thickness. Thus thicker films
exhibit the lowest resistivity and high carrier concentration, implying these are the most conductive films. Low electrical
resistivity and high carrier concentration are widely used as the essential components in various optoelectronic devices such as
light-emitting diode and photovoltaic cells. pen Science Index, Energy and Power Engineering Vol:8, No:6, 2014 waset.org/abstracts/10459 Keywords : CuAlS2, evaporation, sulfurisation, thickness, resistivity, crystalline
Conference Title : ICRESA 2014 : International Conference on Renewable Energy Systems and Applications
Conference Location : Paris, France
Conference Dates : June 26-27, 2014 International Scholarly and Scientific Research & Innovation 8(6) 2014 ISNI:0000000091950263 1
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https://openalex.org/W2002400144
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https://link.springer.com/content/pdf/10.1007/s12274-014-0683-9.pdf
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English
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Tracking morphologies at the nanoscale: Self-assembly of an amphiphilic designer peptide into a double helix superstructure
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Nano research
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cc-by
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Tracking morphologies at the nanoscale: Self-assembly
of an amphiphilic designer peptide into a double helix
superstructure p
Karin Kornmueller1, Ilse Letofsky-Papst2, Kerstin Gradauer1, Christian Mikl1, Fernando Cacho-Nerin3,†,
Mario Leypold4, Walter Keller5, Gerd Leitinger6,7, Heinz Amenitsch3, and Ruth Prassl1 ()
1 Institute of Biophysics, Medical University of Graz, BioTechMed-Graz, 8010 Graz, Austria
2 Institute for Electron Microscopy and Nanoanalysis, Graz University of Technology and Graz Centre for Electron Microscopy, 8010 Graz,
Austria
3 Institute of Inorganic Chemistry, Graz University of Technology, 8010 Graz, Austria
4 Institute of Organic Chemistry, Graz University of Technology, 8010 Graz, Austria
5 Institute for Molecular Biosciences, Karl-Franzens-University Graz, 8010 Graz, Austria
6 Research Unit Electron Microscopic Techniques, Institute of Cell Biology, Histology and Embryology, Medical University of Graz, 8010
Graz, Austria
7 Center for Medical Research, Medical University of Graz, 8010 Graz, Austria
† Present address: Diamond Light Source, Harwell Science and Innovation Campus, Didcot OX11 0DE, United Kingdom Karin Kornmueller1, Ilse Letofsky-Papst2, Kerstin Gradauer1, Christian Mikl1, Fernando Cacho-Nerin3,†,
Mario Leypold4, Walter Keller5, Gerd Leitinger6,7, Heinz Amenitsch3, and Ruth Prassl1 () 1 Institute of Biophysics, Medical University of Graz, BioTechMed-Graz, 8010 Graz, Austria
2 Institute for Electron Microscopy and Nanoanalysis, Graz University of Technology and Graz Centre for Electron Microscopy, 8010 Graz,
Austria 7 Center for Medical Research, Medical University of Graz, 8010 Graz, Austria
† Present address: Diamond Light Source, Harwell Science and Innovation Campus, Didcot OX11 0DE, United Kingdom Received: 18 August 2014
Revised: 05 December 2014
Accepted: 07 December 2014
© Tsinghua University Press
and Springer-Verlag Berlin
Heidelberg 2014
KEYWORDS
double helix,
amphiphilic designer
peptide,
self-assembly,
SAXS,
TEM,
spectroscopy Nano Research 2015, 8(6): 1822–1833
DOI 10.1007/s12274-014-0683-9 Nano Research 2015, 8(6): 1822–1833
DOI 10.1007/s12274-014-0683-9 Nano Research 2015, 8(6): 1822–1833
DOI 10.1007/s12274-014-0683-9 Nano Research 2015, 8(6): 1822–1833
DOI 10.1007/s12274-014-0683-9 Tracking morphologies at the nanoscale: Self-assembly
of an amphiphilic designer peptide into a double helix
superstructure
Karin Kornmueller1, Ilse Letofsky-Papst2, Kerstin Gradauer1, Christian Mikl1, Fernando Cacho-Nerin3,†,
Mario Leypold4, Walter Keller5, Gerd Leitinger6,7, Heinz Amenitsch3, and Ruth Prassl1 ()
1 Institute of Biophysics, Medical University of Graz, BioTechMed-Graz, 8010 Graz, Austria
2 Institute for Electron Microscopy and Nanoanalysis, Graz University of Technology and Graz Centre for Electron Microscopy, 8010 Graz,
Austria
3 Institute of Inorganic Chemistry, Graz University of Technology, 8010 Graz, Austria
4 Institute of Organic Chemistry, Graz University of Technology, 8010 Graz, Austria
5 Institute for Molecular Biosciences, Karl-Franzens-University Graz, 8010 Graz, Austria
6 Research Unit Electron Microscopic Techniques, Institute of Cell Biology, Histology and Embryology, Medical University of Graz, 8010
Graz, Austria
7 Center for Medical Research, Medical University of Graz, 8010 Graz, Austria
† Present address: Diamond Light Source, Harwell Science and Innovation Campus, Didcot OX11 0DE, United Kingdom Address correspondence to ruth.prassl@medunigraz.at ABSTRACT Hierarchical self-assembly is a fundamental principle in nature, which gives
rise to astonishing supramolecular architectures that are an inspiration for the
development of innovative materials in nanotechnology. Here, we present
the unique structure of a cone-shaped amphiphilic designer peptide. While
tracking its concentration-dependent morphologies, we observed elongated
bilayered single tapes at the beginning of the assembly process, which further
developed into novel double-helix-like superstructures at high concentrations. This architecture is characterized by a tight intertwisting of two individual
helices, resulting in a periodic pitch size over their total lengths of several
hundred nanometers. Solution X-ray scattering data revealed a marked 2-layered
internal organization. All these characteristics remained unaltered for the
investigated period of almost three months. In their collective morphology, the
assemblies are integrated into a network with hydrogel characteristics. Such a
peptide-based structure holds promise as a building block for next-generation
nanostructured biomaterials. © Tsinghua University Press
and Springer-Verlag Berlin
Heidelberg 2014 Address correspondence to ruth.prassl@medunigraz.at Address correspondence to ruth.prassl@medunigraz.at Nano Res. 2015, 8(6): 1822–1833 1823 1 Introduction in different length scales, and therefore give insights
into different parts of the assembled nanostructures. SAXS allows monitoring of the self-assembly of
biomolecules in solution, without the need of
immobilization, labeling, or any other modification. It provides a detailed insight into the internal
organization of structures in the low-nanometer range
(~3–60 nm), and therefore can be used to describe the
cross section of extended structures in high details. In
contrast, longitudinal extensions, which often exceed
the nanometer range, are well resolved with TEM. When combined, both techniques yield a detailed
picture of the individual structure, as well as the
collective morphologies in solution. Nature offers elegant and efficient ways to create highly
organized systems over several orders of magnitude
by hierarchical self-assembly. This basic principle has
been mimicked for the design of synthetic amphiphilic
molecules in order to create novel materials [1–3]. Our study focused on short amphiphilic designer
peptides. These molecules are exclusively composed
of amino acids, and exhibit lengths of 4–10 amino acid
residues. As their basic characteristic, they contain anta-
gonistic hydrophilic and hydrophobic residues within
the same molecule [4]. Self-assembling amphiphilic
designer peptides have been explored as building
blocks for the development of controllable, tailor-
made, and biocompatible nanomaterials only recently. Because their structure is simple, yet variable, they
have a huge scientific as well as economic potential. Their applications span the range from material
sciences to chemistry and nanotechnology, and are
of particular interest in nanomedicine due to the
peptides’ biocompatibility and biodegradability [5–7]. A constantly increasing global demand in innovative
materials makes the elucidation of their assembly
mechanism highly important. Our data indicates that the peptide concentration
directly relates to the morphology, order, and com-
plexity of the assembled structure. We monitored the
transitions from monomeric systems to elongated single
and double tapes, and finally to double-helix-like
structures by increasing the peptide concentration. 2.1 SAXS analysis of the low-concentration regime SAXS measurements were complemented with TEM,
which allows direct visualization of the assemblies. TEM pictures reveal a quite heterogeneous distri-
bution of structures in the intermediate-concentration
regime: Double-helix-like structures are the dominant
species, along with extended tapes and double tapes
(Fig. 2 (d1–d3)). Uniformity in tape width is observed
by TEM throughout the intermediate morphologies. First, we examined the peptide morphology at
concentrations below or close to the CAC. This data
could be modeled with the theoretical form factor of
the peptide monomer, adding a hard-sphere interaction
term [24]. The form factor was calculated with the
program FoXS [25, 26], from a theoretical atomic model
of the monomer (Fig. S2 in the ESM). Figure 2(a)
shows the scattering curves of the peptide at con-
centrations ranging from 10 to 45 mM, with their
respective fits (green curves) shown as a function of
the scattering vector (q). All curves show the same
characteristics with an almost linear region in the low
q-range, followed by a broad shoulder at q = 1.3 nm–1. The parameters to describe molecular interactions
are obtained from the fitting function. As seen in
Fig. 2(b), the hard-sphere radius (Rs) and the volume
fraction () remain constant for the measured con-
centrations. The averaged value of Rs, 1.6 nm, is in
good agreement with the monomer’s theoretical total
length of 3 nm (≈ 2Rs). The linear increase in the Figure 1 Molecular model of the amphiphilic designer-peptide,
Ac-GAAVILRR-NH2. The hydrophobic tail is composed of amino
acids with consecutively increasing hydrophobicity and size. Two
arginine residues provide the positively charged hydrophilic head. Peptide modifications include acetylation of the N-terminus and
amidation of the C-terminus. The monomer length is approximately
3 nm, and its widest lateral extension is around 1.5 nm. The overall
structure of the molecule looks like a cone. Color code: green:
carbon, blue: nitrogen, gray: oxygen, and white: hydrogen. 2.2 Structural
heterogeneity
dominates
the
intermediate-concentration regime A pronounced change in the structure is observed
when the peptide concentration is increased well
above the CAC. Here, we distinguish between a
transition structure (55–65 mM, Figs. 2(c) and 2(d))
and the final structure (75 mM, Figs. 2(e) and 2(f)). The SAXS pattern of the 55 mM sample shows a
large increase in the intensity in the lower q-range,
indicating the first steps of peptide assembly. At a
slightly elevated concentration (60 mM), we observe a
SAXS pattern typical of elongated structures. Increasing
the concentration to 65 mM leads to a SAXS pattern
that already shows distinct features of the endpoint
structure, but does not show the high viscosity of the
75 mM sample. A pronounced change in the structure is observed
when the peptide concentration is increased well
above the CAC. Here, we distinguish between a
transition structure (55–65 mM, Figs. 2(c) and 2(d))
and the final structure (75 mM, Figs. 2(e) and 2(f)). Synchrotron SAXS was applied to investigate the
self-assembly of GAAVILRR in solution as a function
of peptide concentration. The individual scattering
curves show concentration-dependent characteristics,
and can broadly be divided into three groups (Fig. 2):
low-concentration regime, intermediate-concentration
regime, and high-concentration regime. 2 Results and discussion The newly designed amphiphilic peptide, GAAVILRR,
is composed of eight amino acid residues. The hydro-
philic head consists of two bulky, positively charged
arginine residues, whereas the hydrophobic tail is
composed of aliphatic amino acids with consecuti-
vely increasing hydrophobicity. The N-terminus is
acetylated, keeping it uncharged. The C-terminus is
amidated, resulting in an overall charge distribution of
two positive net charges. The counterion is trifluoroa-
cetate. Figure 1 illustrates the structure of a monomer. Lyophilized samples of varying concentrations were
dissolved in water, resulting in optically clear, homo-
geneous, colorless solutions. These samples in highest
concentration (75 mM) exhibited a gel-like appearance. In order to obtain fully developed structures, the
samples were aged for 1 week. The molecule’s amphi-
philic nature endows a strong self-assembling ability
in aqueous solutions above its critical aggregation
concentration (CAC). For GAAVILRR, the CAC was
estimated by fluorescence depolarization [23] to be
about 30 mM in water (see Fig. S1 in Electronic
Supplementary Material (ESM)). A variety of supramolecular peptide-based architec-
tures have been reported so far, including vesicles
[8–10], spherical micelles [11–13], bilayered tapes
[14, 15], donuts [16], helical and twisted ribbons
[11, 12, 17, 18], fibers [12–14, 18, 19], rods [14, 19, 20],
and tubes [8–11, 17, 21, 22]. Here, we report a new
structural motif that can be added to the list of assem-
blies; for the first time a double-helix-like morphology
was observed. Only a few studies have investigated the eluci-
dation of supramolecular peptide structures with
scattering techniques [11, 17–19, 21], and none of the
reported peptides have shown the propensity to form
double helices. We used small angle X-ray scattering
(SAXS), along with transmission electron microscopy
(TEM), to investigate the different morphologies of
nanostructures derived from varying concentrations
of the amphiphilic designer peptide GAAVILRR. It is
important to emphasize that these techniques operate www.theNanoResearch.com∣www.Springer.com/journal/12274 | Nano Research Nano Res. 2015, 8(6): 1822–1833 1824 extrapolated intensity at zero angle (I0) is directly
related to the increasing peptide concentration, and
is also visible in the constant value when I0 is
normalized to the concentration. Based on these
characteristics we conclude that the transition from a
dilute, noninteracting colloidal system (10 mM) to a
more concentrated system (45 mM) occurs without
supramolecular structure formation. | www.editorialmanager.com/nare/default.asp 2.3 Model development to fit the scattering curve
of the highest peptide concentration Increasing the peptide concentration to 75 mM results
in a highly viscous solution, typical of hydrogels that
are frequently reported in the context of amphiphilic
peptides [12, 27]. Its scattering pattern, as shown
in Fig. 2(e), exhibits four distinct features: a broad
shoulder at q ≈ 0.1–0.35 nm–1, and three side maxima
with consecutively decreasing intensities at q = 0.5,
1.18 and 2.4 nm–1. In a first approach and for com-
pleteness, we tested various torus-like models to fit | www.editorialmanager.com/nare/default.asp 1825 Nano Res. 2015, 8(6): 1822–1833 gure 2 Concentration-dependent self-assembly of GAAVILRR. Scattering curves of GAAVILRR at different conce
week of aging are shown with their respective fits. Schematic illustrations of the assembled structures and the
yo-TEM images. (a) Low-concentration regime (10–45 mM). The fitting function that was used combines a hard-sphe
theoretical form factor of the peptide monomer; the fits are represented by the green curves. (b) Concentration-depe
ed hard-sphere parameters, showing that the structures do not change over the investigated concentration regime. Th
dius (Rs) and volume fraction ( remain constant, whereas the extrapolated intensity at zero angle (I0) increases
ncentration. Normalizing I0 to the concentration results in a constant value. (c) Intermediate-concentration regime
veral models obtained equally good fits (see Table S5 and Fig. S6 in ESM). This is in agreement with the observatio
ermediate structures using Cryo-TEM. (d) Selection of possible intermediates found at 60 mM. Both the single t
rallel-aligned double tapes (d2) are found. Double-helix-like structures are the dominant species (d3), and are chara
riodicity between the intersection points. The double helices are several hundreds of nm in length, and 15–20 nm in
ermediates have a related (single) tape width. (e) Hydrogel-forming sample (75 mM). The scattering curve was fitted
ix model combined with the theoretical form factor of the peptide monomer. (f) Cryo-TEM image of the double-helix- Figure 2 Concentration-dependent self-assembly of GAAVILRR. Scattering curves of GAAVILRR at different concentrations after
1 week of aging are shown with their respective fits. Schematic illustrations of the assembled structures and the corresponding
Cryo-TEM images. (a) Low-concentration regime (10–45 mM). The fitting function that was used combines a hard-sphere model with
the theoretical form factor of the peptide monomer; the fits are represented by the green curves. (b) Concentration-dependence of the
fitted hard-sphere parameters, showing that the structures do not change over the investigated concentration regime. www.theNanoResearch.com∣www.Springer.com/journal/12274 | Nano Research 2.3 Model development to fit the scattering curve
of the highest peptide concentration The amplitudes of the single layer lines given by
the values of tape width and discriminate between
single and double helices. Equally good fits are
achieved by using single and double helix models for
the intermediate structures from 55 to 65 mM (for
details, Table S5 and Fig. S6 in ESM). As stated above,
this concentration regime represents an intermediate
state of a dynamic structure evolution process, where
the coexistence of different morphologies is seen. Both
the single helical tapes and double-helix-like structures
are present. Even the existence of twisted ribbons, often
described as precursors in helix formation, cannot be
excluded. This heterogeneity is represented by the
imperfect fit of any single model to the SAXS data at
intermediate concentrations. Ensemble analysis shows
a distribution of approximately 65% single helices
and 35% double helices (Fig. S7 and Table S6 in ESM). The situation is different for the highest peptide
concentration; in this region, the population of
structures is more homogenous. The assemblies can
be best described as two individual ribbons that
are tightly intertwined (i e
not loosely connected) and homogeneity in their total widths, an interaction
between the two strands seems likely. Therefore, we
describe them as double-helix-like structures, and
indeed, fitting with the developed 2-layered double
helix model results in an excellent fit to the experi-
mentally obtained scattering data. 2.3 Model development to fit the scattering curve
of the highest peptide concentration The hard-sphere
radius (Rs) and volume fraction ( remain constant, whereas the extrapolated intensity at zero angle (I0) increases linearly with
concentration. Normalizing I0 to the concentration results in a constant value. (c) Intermediate-concentration regime (55–65 mM). Several models obtained equally good fits (see Table S5 and Fig. S6 in ESM). This is in agreement with the observation of different
intermediate structures using Cryo-TEM. (d) Selection of possible intermediates found at 60 mM. Both the single tapes (d1) and
parallel-aligned double tapes (d2) are found. Double-helix-like structures are the dominant species (d3), and are characterized by a
periodicity between the intersection points. The double helices are several hundreds of nm in length, and 15–20 nm in width. All the
intermediates have a related (single) tape width. (e) Hydrogel-forming sample (75 mM). The scattering curve was fitted with a double
helix model combined with the theoretical form factor of the peptide monomer. (f) Cryo-TEM image of the double-helix-like structures
at 75 mM. They are defined by using parameters identical to those of the assemblies in d3, except for a slightly shorter distance of ~80 nm
between the intersection points. www.theNanoResearch.com∣www.Springer.com/journal/12274 | Nano Research 1826 Nano Res. 2015, 8(6): 1822–1833 this curve, although TEM images suggested elongated
structures. The rationale behind these tests was that
Khoe et al. [16] investigated a peptide with a similar
sequence, lacking just one alanine residue, which
formed donut-like structures in solution. However,
our scattering curve cannot be properly described by
a torus, a torus with an elliptical cross section, shell-
models thereof [28], or elongated stacked tori (for a
description of the fitting functions and the respective
fits, see Fig. S3 and Table S1 in ESM). Also, a twisted
ribbon model [29, 30] can be excluded due to its
imperfect fit (see Fig. S4 and Table S2 in ESM). Application of a helical fitting function greatly im-
proves the fit (Fig. S5 and Table S3 in ESM). However,
it is only after extending the helical model [30] to a
layered double helix, based on the equations of Pringle
et al. [31], that the fitting results can be obtained with
a minimal chi-square value [32]. In our study, a
double helix is defined as two single helices that fit
into each other, and are displaced by angle . This
formalism introduces a coupling of the different layer
lines, which is typical of the helical diffraction pattern
[33]. 2.4 SAXS-derived double helical model The X-ray derived parameters describing the novel
2-layered double helical model are illustrated in
Fig. 3 (see also Table S4 in ESM). The double helix
exhibits a pitch (P) of ~60 nm and a mean radius (R)
of 6 nm, resulting in a helical twist angle of ~ 60°. The tape height along the longitudinal axis (wh) is
~23 nm (Fig. 3(a)). The diameter of the double helix is
~16 nm (Fig. 3(b)), indicating that no change in the
overall width of the tape has occurred upon hydrogel
formation. Most importantly, the electron density
profile () derived from the SAXS data allows for a
sectioning of the tape into several layers (Fig. 3(c)). Accordingly, the peptide-containing region accounts
for ~3.5 nm of one tape. The inner hydrophobic
core has the highest electron density and spans
approximately 1 nm (D1). In this innermost region, we
expect antiparallel stacking of the peptide monomers
due to intermolecular hydrogen bonding. Given a
monomer length of ~3 nm, we assume a very tight
packing and interdigitation of the two monomers, and
we suggest that this organization determines the high
stability of the supramolecular structures. Figure 3(d)
shows one sterically permitted arrangement for the
stacking of a peptide pair, and the respective hydrogen
bond distribution. The hydrophobic core region is
flanked by a region providing the space for the
hydrophilic head groups. A decrease in the electron
density, from 1 = 1.4 to 2 = 0.8 electrons/Å3, points to
a less densely packed zone, which indicates a higher
flexibility of the head groups. In addition, the electron
density distribution map shows an area that is
characterized by a diffuse scattering contribution (3). We attribute this region to a low fraction of twisted
ribbons (below 5%) that coexist in the sample. They
are characterized by the same tape width (12 nm) as
those forming the double-helix-like structures. The
structural morphology of the highest peptide con-
centration was also approached by three different | www.editorialmanager.com/nare/default.asp | www.editorialmanager.com/nare/default.asp 1827 Nano Res. 2015, 8(6): 1822–1833 TEM techniques: freeze-fracture, negative-staining,
and Cryo-TEM. All three techniques support our
model of two individual tapes that intertwine to form
the double-helix-like structures. The images, as well as
a discussion on the strengths and limitations of either
technique, can be found (Fig. S10 in the ESM). organization of the structures and to confirm our
model of antiparallel organized monomers (as pro-
posed in Fig. 2.4 SAXS-derived double helical model 3(d)), we applied circular dichroism (CD)
and attenuated total reflection Fourier transform
infrared (ATR-FTIR) spectroscopy. In principle, the
obtained CD spectra demonstrate a transition from
mainly random-coil (1–45 mM, Fig. 4(a)) to pre-
dominantly -type structures (60 mM, Fig. 4(b)). The
lowest peptide concentrations show a large negative
p→p* transition at 198–202 nm, followed by a negative 2.5 Spectroscopic techniques to monitor the
structure’s internal organization To obtain additional information about the internal Figure 3 Structural parameters of the double helical model. Values are based on the 75 mM sample fit presented in Fig. 2(e). (a)
Side-view of the double helix composed of GAAVILRR molecules. Two individual strands are intertwisted to form a double-helix-like
structure. The illustrated parameters are the pitch (P), helical twist angle (), tape thickness (w), tape height (wh), free space between
one tape (h), and corresponding free space in the bilayer plane (d). (b) The cross section shows the mean radius (R) and angle (by
which the two tapes are displaced with respect to each other. (c) Electron density distribution of the cross section, which can be divided
into individual shells, with D1 and D2 being the shell distances with electron densities, 1 and 2. Electron density3 (gray mesh) reflects
the contribution of a low fraction of twisted ribbons in the sample. The dashed line represents the symmetry line. In the innermost region
(highlighted in green), we expect hydrogen bonding between antiparallel aligned peptide molecules. (d) The hypothesized arrangement
of two peptide molecules, together with a proposed hydrogen bond distribution pattern depicted in the chemical formulas. Color code of
the molecular model of GAAVILRR: green: carbon, blue: nitrogen, gray: oxygen, and white: hydrogen. Figure 3 Structural parameters of the double helical model. Values are based on the 75 mM sample fit presented in Fig. 2(e). (a)
Side-view of the double helix composed of GAAVILRR molecules. Two individual strands are intertwisted to form a double-helix-like
structure. The illustrated parameters are the pitch (P), helical twist angle (), tape thickness (w), tape height (wh), free space between
one tape (h), and corresponding free space in the bilayer plane (d). (b) The cross section shows the mean radius (R) and angle (by
which the two tapes are displaced with respect to each other. (c) Electron density distribution of the cross section, which can be divided
into individual shells, with D1 and D2 being the shell distances with electron densities, 1 and 2. Electron density3 (gray mesh) reflects
the contribution of a low fraction of twisted ribbons in the sample. The dashed line represents the symmetry line. In the innermost region
(highlighted in green), we expect hydrogen bonding between antiparallel aligned peptide molecules. (d) The hypothesized arrangement
of two peptide molecules, together with a proposed hydrogen bond distribution pattern depicted in the chemical formulas. www.theNanoResearch.com∣www.Springer.com/journal/12274 | Nano Research 2.5 Spectroscopic techniques to monitor the
structure’s internal organization Color code of
the molecular model of GAAVILRR: green: carbon, blue: nitrogen, gray: oxygen, and white: hydrogen. www.theNanoResearch.com∣www.Springer.com/journal/12274 | Nano Research Nano Res. 2015, 8(6): 1822–1833 1828 Figure 4 Transition from random-coil (1–45 mM) to -ty
structures (60–75 mM), measured by circular dichroism a
infrared spectroscopy. (a) CD spectra of the low-concentrati
samples recorded after 10 days of incubation. (b) CD spectra
the 60 mM sample recorded at different time points over
incubation time of 4 days. Dotted lines represent parts of t
spectra where a threshold of 600 V in the high-tension (HT) sign
was exceeded. (c) ATR-FTIR spectroscopy confirms the presen
of antiparallel -sheets (peaks at 1,620 and 1,690 cm–1), the pe
at 1,673 nm–1 is indicative of residual TFA. a rapid increase in the high-tension (HT) voltage, and
therefore, these parts of the spectra (dotted lines)
should be considered with caution. Nevertheless, all spectra of the low-concentration
regime point to a random-coil structure. In the 60 mM
sample, the -strand content significantly increases,
and the spectroscopic characteristics develop towards
a negative maximum at 230 nm (Fig. 4(b)). Although
very few reports exist on how to interpret this large
negative peak at 230 nm, there is a consensus that it
is related to -type structures [18, 34, 35]. A red shift in
the signal has been associated with a higher degree
of twisting in -sheets than that of planar -sheets
[27]. CD spectra with striking similarity to ours were
reported in the literature [36, 37]; interestingly, all
these spectra were related to double helices. We
now hypothesize that a CD spectrum like ours—
characterized by the absence of the typical positive
peak at 190–200 nm, and a single large negative band
around 230 nm—could be directly associated with the
double helix morphology formed when -strands are
present. ATR-FTIR measurements confirmed the presence of
-sheet structures (Fig. 4(c)). The major amide I peak
at 1,620 nm–1 is characteristic of -sheet interactions. The weak band at 1,690 nm–1 can be assigned to an
antiparallel component, whereas the contribution at
1,673 nm–1 arises from residual trifluoroacetic acid
(TFA) in the sample. In comparison, both the 60 mM
and 75 mM samples show the same spectroscopic
characteristics, as well as the typical scaling of the
signal with concentration. Figure 4 Transition from random-coil (1–45 mM) to -type
structures (60–75 mM), measured by circular dichroism and
infrared spectroscopy. 2.5 Spectroscopic techniques to monitor the
structure’s internal organization (a) CD spectra of the low-concentration
samples recorded after 10 days of incubation. (b) CD spectra of
the 60 mM sample recorded at different time points over an
incubation time of 4 days. Dotted lines represent parts of the
spectra where a threshold of 600 V in the high-tension (HT) signal
was exceeded. (c) ATR-FTIR spectroscopy confirms the presence
of antiparallel -sheets (peaks at 1,620 and 1,690 cm–1), the peak
at 1,673 nm–1 is indicative of residual TFA. The results of CD and ATR-FTIR spectroscopy are
consistent with our proposed model of tightly packed,
interdigitated peptide molecules that are held together
by hydrogen bonding due to antiparallel stacking. 2.6 Evolution of structure over time To determine whether the double-helix-like structures
are intermediates that develop for the often-
described tubular structures, or whether they are a
final state of the assembly, we performed a series
of SAXS and Cryo-TEM measurements at different
time points over 11 weeks. The SAXS pattern of the
75 mM sample remains unchanged over the observed band with a maximum at 220 nm, which can be
assigned to the n→p* transition. These characteristics
are associated with a mainly random-coil structure. The large negative peak becomes less pronounced
with increasing peptide concentration, and is shifted
to higher wavelengths. This change is consistent with | www.editorialmanager.com/nare/default.asp 1829 Nano Res. 2015, 8(6): 1822–1833 period (1, 4, and 11 weeks), revealing that the overall
structure and the internal organization do not change
(see Fig. S8 in the ESM). These results are further
supported by Cryo-TEM micrographs, in which stable
double-helix-like structures are observed at every time
point (Fig. 5). Only 30 min after dissolution, a double-
helix-like morphology develops and shows the final
widths of ~15–20 nm, and a mean distance between
periodic intersection points of ~80 nm (see white arrows
in Fig. 5). These characteristics remain unaltered for
at least 11 weeks. single amino acids in a given sequence are a matter
of intense research [12, 13, 18, 27, 38, 39]. A deeper
understanding of the role of every single amino acid
opens up the opportunity for tunable structures. They
are highly desirable for the multifaceted application
fields
of
supramolecular
self-assembled
nano-
structures. Whether the double helical arrangement
of amphiphilic designer peptides has previously been
overlooked due to experimental limitations, or is a
unique novel feature related to peptide sequence
remains unresolved. An interesting point that needs to be addressed is
the strikingly different morphology of GAAVILRR
compared to the structure of the peptide GAVILRR
reported by Khoe et al. [16], which differs from our
sequence in lacking just one alanine residue. While
GAVILRR forms donut-like structures in solution,
we have found double-helix-like assemblies for
GAAVILRR. These results highlight the fact that
minor differences in the amino acid composition
can have a huge influence on the resulting structures. In fact, this feature is not unique, and systematic
variations of the tail length or the substitution of www.theNanoResearch.com∣www.Springer.com/journal/12274 | Nano Research 3 Conclusions We have shown that the structure of supramolecular
peptide assemblies in solution strongly depends
on the peptide concentration. Below the CAC, the
peptides are dispersed as monomers and do not
display superstructural features. According to Cenker
et al. [40], as soon as lyophilized peptides are dispersed
in water above their CAC, one part of the molecules is
present in the form of aggregates, whereas the other
part (equal to the concentration of the CAC) is in
its molecularly dissolved state. In a time-dependent
crystal growth process, the aggregates grow by
uniaxial extension through the assembly of monomers. In a dissolution-reassembly mechanism, structures
with a high level of perfection are grown within
minutes to a few hours. At this stage, the structures
already exhibit a definite cross section with their
equilibrium diameters [40]. We observed bilayered
tapes, in which we expect that hydrophilic arginine
residues exposed to the solvent and the hydrophobic
tail residues interdigitated and tightly packed in the
interior were stabilized by intermolecular hydrogen
bonding. Because of the peptides’ intrinsic chirality,
the monomers do not assemble in a strictly parallel
manner, but slightly tilt with each other, leading to
twisted structures. In addition, a nonplanar alignment
of the monomers leads to bending. This accounts
for a twisted-to-helical transition on the one hand,
and on the other hand limits the lateral growth,
thus favoring uniaxial elongation [29, 41, 42]. Hence,
double-helix-like structures, with several hundred
nanometers to micrometers in length but only around
16 nm in width, can develop. Because of the high Figure 5 Cryo-TEM of 75 mM GAAVILRR at different time
points, (a) freshly dissolved, (b) 1 week, (c) 4 weeks, and (d) 11
weeks, show no alteration in the global morphology. The peptide
forms double helices at every time point, with similar structural
parameters: width ~15–20 nm and intersection points every
~80 nm (see white arrows). Figure 5 Cryo-TEM of 75 mM GAAVILRR at different time
points, (a) freshly dissolved, (b) 1 week, (c) 4 weeks, and (d) 11
weeks, show no alteration in the global morphology. The peptide
forms double helices at every time point, with similar structural
parameters: width ~15–20 nm and intersection points every
~80 nm (see white arrows). 1830 Nano Res. 2015, 8(6): 1822–1833 in Table S7 and Fig. S8 in the ESM. Data analysis was
performed using Fit2D [49] and Igor Pro (Version
6.22A, WaveMetrics Inc., USA). 3 Conclusions Experimental intensities
were normalized to sample transmission and corrected
for background. Absolute calibration was performed
using water as the secondary standard, using the
method described by Orthaber [50]. regularity of pitch distances, the orientation of the
two individual strands seems to be the consequence of
a sensitive interplay between geometrical constraints,
intertape hydrogen bonding interactions, hydrophobic
affinity of the tail residues, and electrostatic repulsion
of the positively charged arginine residues. Finally,
the double-helix-like superstructures assemble into
a network displaying gel-like features. As these
intertwined assemblies are stable for several months,
this architecture seems energetically and sterically
highly favorable. Keeping in mind the manifold app-
lications for supramolecular self-assembled structures
[4, 5, 43–47], a double-helix-like tape might be the
building block for the next-generation bioinspired
nanomaterials. 4.2 Small angle X-Ray scattering (SAXS) Synchrotron X-ray scattering data was collected at
the Austrian SAXS beamline at ELETTRA (Trieste,
Italy) [48]. The measurements were carried out at
a wavelength of 0.154 nm and a sample-detector
distance of 1.1 m. The photon energy was 8 keV. The
data were recorded with a Pilatus detector (PILATUS
100 K, DECTRIS Ltd., Villigen PSI, Switzerland), cali-
brated with silver behenate. The scattering intensity
was measured as a function of the scattering vector (q), 4.3 Formal description of a helix and a double helix:
fitting parameters The mean radius (R) is the distance between the helix
center to the center of the innermost shell. The cross
section of our model comprises two to three layers
with their respective distances (D1–D3) and electron
densities (1–3). Parameter solvent is the electron
density of the solvent, which was maintained constant
at 0.335 e/Å3. The mean radius and pitch (P) provide
the helical twist angle , where = arctan[P/(2R)]. It
describes the angle of the helix with respect to the
equatorial plane. The rotation angle ( reflects the
degree of opening of the helix. The thickness of the
tape (w) is defined as w = D3sin, the tape height
(wh) is defined as wh = w/cos, and the free space
between the tapes (h) is defined as h = P – wh. The free
distance (d) between the tapes in the bilayer plane is
defined as d = (wh)/wh [30, 51]. 4.1 Peptide preparation Ac-GAAVILRR-NH2 was custom synthesized and
purified by piCHEM GmbH (Graz, Austria) following
the general procedure for Fmoc solid-phase peptide
synthesis. The samples were prepared by dissolving
the lyophilized peptide in double distilled water to
obtain the desired concentrations. The samples were
incubated at 4 °C under an argon atmosphere for
1 week prior to SAXS and TEM measurements. A double helix results from two single helical tapes
(with the same properties as described above) that are
displaced with respect to each other by angle . The
pitch of a single helix should be greater than the tape
height (wh) in order to leave room for the second tape. 4.4 Cryogenic transmission electron microscopy
(Cryo-TEM) The samples were adsorbed onto a glow-discharged
carbon-coated copper grid, blotted to create a thin
film, plunged into liquid ethane, and transferred to
liquid nitrogen. Vitrified specimens were transferred
onto a Gatan 626-DH cryo transfer specimen holder
and imaged at cryogenic temperatures in a Tecnai T12
(FEI, The Netherlands) microscope, operated at 120 kV. q = 4 (sin)/, where 2 is the scattering angle and is the
wavelength. The samples were measured either in a
1.5 mm glass capillary (10–60 mM) or in a gel sample
holder (75 mM). A discussion on the influence of
shearing forces when filling the capillary can be found | www.editorialmanager.com/nare/default.asp 4.7 Artwork Illustrations of the assembled structures were created
with Blender (Version 2.66, Blender Foundation) [53]
and Adobe Photoshop CS5 Extended (Version 12.0.3 ×
32, Adobe Systems Inc., USA). Chemical formulas were
drawn with ChemDraw (Version 6.0.1, Perkin Elmer
Informatics, USA). [5] Ellis-Behnke, R. G.; Liang, Y.-X.; You, S.-W.; Tay, D. K.;
Zhang, S. G.; So, K.-F.; Schneider, G. E. Nano neuro
knitting: Peptide nanofiber scaffold for brain repair and axon
regeneration with functional return of vision. Proc. Natl. Acad. Sci. U. S. A. 2006, 103, 5054–5059. [6] Ellis-Behnke, R. G.; Schneider, G. E. Peptide amphiphiles
and porous biodegradable scaffolds for tissue regeneration
in the brain and spinal cord. Methods Mol. Biol. 2011, 726,
259–281. 4.5 Circular dichroism (CD) spectroscopy Measurements were conducted on a JASCO J-715
circular dichroism spectrometer (Jasco Inc., Easton, | www.editorialmanager.com/nare/default.asp 1831 Nano Res. 2015, 8(6): 1822–1833 MD) using a 0.1 mm path length cell. The spectra were
recorded between 185 and 260 nm in the interval scan
mode with 0.2 nm resolution and an average time of
1 s. The scan speed was 50 nm/min. Spectra of the
low-concentration samples (10–45 mM) were recorded
after 10 days of incubation. The 60 mM sample was
filled into the capillary directly after dissolution, and
its structure evolution was monitored over 4 days. Because of the high viscosity of the 75 mM sample, it
was not possible to fill the sample into a measurement
cell. The final spectra were corrected for background
by subtracting the corresponding buffer spectra
obtained under identical conditions. Data processing
and analysis were performed with CDtool [52] and
Igor Pro (Version 6.22A, WaveMetrics Inc., USA). The
threshold of the high-tension (HT) voltage signal was
set to 600 V. Parts of the CD spectra exceeding this
threshold are marked by dotted lines. Electronic Supplementary Material: Supplementary
material (experimental details; determination of the
CAC; SAXS; fitting functions: hard-sphere model,
theoretical form factor of a peptide monomer, torus,
torus with elliptical cross section, core-shell model of a
torus and a torus with elliptical cross section, stacked
models thereof, helix, double helix; fits and derived
parameters of the torus-, twisted ribbon- and helix-
models; ensemble analysis for coexisting structures,
time evolution of the 75 mM sample. The influence of
shearing forces on the resulting SAXS pattern when
filling the capillary. Comparison of freeze-fracture,
negative-staining and Cryo-TEM techniques for the
direct visualization of superstructures) is available in
the online version of this article at http://dx.doi.org/
10.1007/s12274-014-0683-9. Electronic Supplementary Material: Supplementary
material (experimental details; determination of the
CAC; SAXS; fitting functions: hard-sphere model,
theoretical form factor of a peptide monomer, torus,
torus with elliptical cross section, core-shell model of a
torus and a torus with elliptical cross section, stacked
models thereof, helix, double helix; fits and derived
parameters of the torus-, twisted ribbon- and helix-
models; ensemble analysis for coexisting structures,
time evolution of the 75 mM sample. The influence of
shearing forces on the resulting SAXS pattern when
filling the capillary. Comparison of freeze-fracture,
negative-staining and Cryo-TEM techniques for the
direct visualization of superstructures) is available in
the online version of this article at http://dx.doi.org/
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Correction: Exploring the Relationship between Experiential Avoidance, Coping Functions and the Recency and Frequency of Self-Harm
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CORRECTION 1.
Nielsen E, Sayal K, Townsend E (2016) Exploring the Relationship between Experiential Avoidance,
Coping Functions and the Recency and Frequency of Self-Harm. PLoS ONE 11(7): e0159854. https://
doi.org/10.1371/journal.pone.0159854 PMID: 27442036 OPEN ACCESS Citation: Nielsen E, Sayal K, Townsend E (2018)
Correction: Exploring the Relationship between
Experiential Avoidance, Coping Functions and the
Recency and Frequency of Self-Harm. PLoS ONE
13(2): e0192795. https://doi.org/10.1371/journal. pone.0192795 Correction: Exploring the Relationship
between Experiential Avoidance, Coping
Functions and the Recency and Frequency of
Self-Harm Emma Nielsen, Kapil Sayal, Ellen Townsend There is an error in the first sentence of the fourth paragraph of the results section. The correct
sentence is as follows: The relationships between experiential avoidance, coping functions and
demographic/ contextual factors were explored (see Table 3). The last paragraph of the Limitations section is incorrect. The correct paragraph is as fol-
lows: Notwithstanding these limitations, the study offers novel insight into the relationship
between self-harm, experiential avoidance and coping function, expanding on the existing lit-
erature to consider the recency and frequency of self-harm engagement. There are errors in the Author Contributions. The correct contributions are: Conceived
and designed the experiments: EN KS ET. Performed the experiments: EN. Analyzed the data:
EN KS ET. Wrote the paper: EN KS ET. Reference a1111111111
a1111111111
a1111111111
a1111111111
a1111111111 Published: February 14, 2018 Copyright: © 2018 Nielsen 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. 1 / 1 PLOS ONE | https://doi.org/10.1371/journal.pone.0192795
February 14, 2018 PLOS ONE | https://doi.org/10.1371/journal.pone.0192795
February 14, 2018
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5 Tools for a Post-Truth World
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Ruby Thelot 5 Tools for a Post-Truth World Commonplace • Series 3.1: Tech, Tools, & Media Transcript Then she got into the lift, for the good reason that the door stood open; and was shot smoothly upwards. The very fabric of life now, she thought as she rose, is magic. In the eighteenth century, we knew how
everything was done; but here I rise through the air; I listen to voices in America; I see men flying – but
how it's done I can't even begin to wonder. So my belief in magic returns. ABSTRACT This is a video-essay broaching the topic of information resistance in our post-truth world. First, it addresses
the vested interest technology conglomerates have in maintaining the mystification of technology. Arthur C. Clarke once said “Any sufficiently advanced technology is indistinguishable from magic.” At this current
juncture, complaints about technology are often akin to cloud-shouting. We’ve become increasingly suspicious
of magic but have no points of leverage against it. It may seem like that is a consequence of technological
progress, but in the video-essay, I make the case that the mystification is embedded and desired by the
conglomerates since it keeps the power of criticism in the hands of technologists. Second, it proposes a series
of 5 tips, a mini-manifesto for dealing with technological “magic.” Visit the web version of this article to view interactive content. Virginia Woolf, Orlando: A Biography (1928) The disenchanted world has become, by its patented opaqueness, enchanted. However, it is not the
enchantment of the primitive man, where one can hypothesize the probable causes of phenomena, where the
natural world remains to be discovered, it is technological enchantment, less like magic and more like illusion. As Czech philosopher Villem Flusser, puts it, “The difference between ancient and modern magic can be stated
as follows: Prehistoric magic is a ritualization of models known as ‘myths’; current magic is a ritualization of
models known as ‘programs’.” “How it’s done I can’t even begin to wonder” “How it’s done I can’t even begin to wonder” How am I typing on this wireless keyboard? How am I typing on this wireless keyboard? How are my words being recorded? How can you hear me? How can you hear me? 2 Commonplace • Series 3.1: Tech, Tools, & Media 5 Tools for a Post-Truth World Commonplace • Series 3.1: Tech, Tools, & Media “How it’s done I can’t even begin to wonder” Arthur C. Clarke wrote, in his “Hazards of Prophecy: The Failure of Imagination” essay, that “Any sufficiently
advanced technology is indistinguishable from magic.” The quote is somewhat misleading as it is not that
technology itself inching closer magic, rather it is that technology is mystified by its makers in order to render
it indistinguishable from magic. Its mystification is part of a techno-optimist agenda to sever it from the range
of human influence. An illusion is composed of three parts: the pledge, the turn, and the prestige. In the first, the magician takes an ordinary object. In the first, the magician takes an ordinary object. In the first, the magician takes an ordinary object. In the second, the object does something extraordinary. In the second, the object does something extraordinary. In the third, the object returns to normal, but with a smell of magic still lingering on. Every society has its magician, its illusionist. The shaman who can read the stars. The sibyl connected to the
gods. The oracle who can traverse to the netherworlds. This function in modern society is now occupied by the
Techno-Evangelist. The individual capable, for their own gain, of transfiguring an ordinary object into a
magical one through the power of “narrative”. They have the capacity to imbue desirable, quasi-super-natural
characteristics to ordinary things. The technological object is intentionally shrouded in technical jargon to alienate its user from its inner
workings. Early appliances were accessible to the modern individual. Homeowners could repair their own
ovens or fix their fridges. But oligopolic conglomerates purposefully prevent access to our tool’s innards
through proprietary screws and glued components. The Techno-Evangelist says “This will change everything”. The act of claiming engenders progress. The act of claiming engenders progress. Progress can be summoned through hyperstition, the summoning of futures through the techno-cultural
discourse. Hyperstition is a positive feedback circuit including culture as a component. It can be defined as the
experimental (techno-)science of self-fulfilling prophecies. Superstitions are merely false beliefs, but
hyperstitions — by their very existence as ideas — function causally to bring about their own reality. 3 Commonplace • Series 3.1: Tech, Tools, & Media 5 Tools for a Post-Truth World Capitalist economics is extremely sensitive to hyperstition, where confidence acts as an effective tonic,
and inversely. The (fictional) idea of Cyberspace contributed to the influx of investment that rapidly
converted it into a technosocial reality. Nick Land, interview with Delphi Carstens (2009) This mystification enables technological progress to advance unchecked until it reaches a state of
naturalization. This predicament we enter is akin to the one Mark Fisher describes when he speaks of Capitalist
Realism. Similarly, through the invocation of magic, technology entrenches itself within society, governments,
and infrastructure to the point where its removal becomes unthinkable. To borrow from philosopher Frederic
Jameson, “It is easier to imagine the end of the world than the end of technological progress.” The technical language that shrouds technology acts as its armor. When enacting criticism towards it, one is
accused of not possessing the proper technical background to understand it. Isn’t it fortuitous that with every technological advance the general public is told that this new thing is highly
technical and complex? Move fast and break things What should we do now? What should we do now? Move fast and break things Speed is a feature not a bug, it is speed that allows technology to evade regulation and scrutiny. Speed allows it
to entrench itself. Reality is slow to respond to the assaults of speed. Allegedly, only the Techno-Evangelist holds the required knowledge to critique the fast moving limbs of
technology as it attaches itself onto the body-reality and changes its composition. We are never asked. We suffer the second-order consequences. We are the collateral damage of technological progress. As technological magic permeates our daily lives, they become re-enchanted. Rapidly, estranged from the real,
Truth itself becomes under attack. 4 Commonplace • Series 3.1: Tech, Tools, & Media 5 Tools for a Post-Truth World We used to ask “Is this an ad?” but, in the age of Post-Truth, now we ask “Is this real?” We used to ask “Is this an ad?” but, in the age of Post-Truth, now we ask “Is this real? New technologies further the assault. The proliferation of computer-generated images is accelerating. The
generative technologies are self-regenerating. Even as we run out of human-made images, models can now
train on the creations of other models. Manifesto for a Post-Truth World 1. Demand clarity from techno-evangelists --- Object to marketing speak and statistical predictions. Ask what
is this? What does it do now, today? Who can use it? Clarity is grounded in the present. Clarity is the antidote
against hyperstition. 2. Become a skeptic --- The general philosophical stance to adopt towards techno-futuristic claims should be
skepticism. No post unless of a mutual borne should be trusted. 2. Become a skeptic --- The general philosophical stance to adopt towards techno-futuristic claims should be
skepticism. No post unless of a mutual borne should be trusted. 3. Exercise memory --- Memory is a radical act. Evanescent shapes cannot hold a people together. Memory
is the safeguard against the perversions of History. We cannot claim to know if we do not remember. 4. Embrace the unmediated --- Now is the time to embrace experiences that resist mediation. A rolling
meadow is more beautiful than an AI-generated image of the Victory of Samothrace. 5. Learn to love the unknown --- There still remains a myriad of mysteries, jeremiads of things ineffable. Refuse meters, metrics, even words. Some things are better left uncounted and unsaid. 5. Learn to love the unknown --- There still remains a myriad of mysteries, jeremiads of things ineffable. Refuse meters, metrics, even words. Some things are better left uncounted and unsaid. Ruby Thelot is a designer and researcher based in New York. He is the founder of the award-winning creative
research and design studio 13101401 inc. His work focuses on the interactions between humans and artificial
intelligence, the metaverse and the implications of being-on-line. He has given talks and shown works in
Tallin, Berlin and Abuja, amongst other places.
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de
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Neozenkerina Mildbr. nov. gen. Eine neue Scrophulariaceen-Gattung aus Kamerun
|
Notizblatt des Königl. botanischen Gartens und Museums zu Berlin
| 1,921
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public-domain
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Neozenkerina Mildbr. nov. gen. Eine neue Scrophulariaceen-Gattung aus Kamerun
Author(s): J. Mildbraed
Source: Notizblatt des Königl. botanischen Gartens und Museums zu Berlin, Bd. 7, Nr. 70 (Mar.
1, 1921), pp. 491-493
Published by: Botanischer Garten und Botanisches Museum, Berlin-Dahlem
Stable URL: http://www.jstor.org/stable/3994511 .
Accessed: 14/06/2014 09:38
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.
Botanischer Garten und Botanisches Museum, Berlin-Dahlem is collaborating with JSTOR to digitize,
preserve and extend access to Notizblatt des Königl. botanischen Gartens und Museums zu Berlin.
http://www.jstor.org
This content downloaded from 188.72.126.35 on Sat, 14 Jun 2014 09:38:46 AM
All use subject to JSTOR Terms and Conditions
IV.
NeozenkerinaMildbr.nov. gen.
aus Kamerun.
Eineneue Scrophulariaceen-Gattung
Von
J. Mildbraed.
Neozenkerina Mildbr. nov. gen. - Sepala omnia basi usque
ad 1/4 totius longitud. calycis connata, 2 antica inter sese usque ad
medium vel paulo altius connata ideoque labium inferum bilobum
lobis acutis efformantia, sepalum posticum medianum quam antica
paulo longius et latius, cum lateralibus posticis multo minoribus
labium superum efformans. Corollae calycem subduplo superantis
tubus inferior ca. 1/4 totius longitud. aequans cylindricus, intus parte
superiore pilis longissimis albidis ornatus, tubus superior sensim
campanulato-tubulosus, laciniae ca. 1/, longitud. corollae aequantes
posticae suborbiculares late rotundatae laterales anticas late ovatas
subaequilongas aestivatione tegentes, lacinia antica lateralibus similis.
Stamina supra zonam pilosam inserta didynamia 2 antica paulo
longiora, thecae inter sese paralleles et omnino separatae ramificationibus brevibus horizontaliter patentibus connectivi dibrachiatodilatati vel malleiformis insidentes apice tantum rima brevi aperientes;
staminodium posticum minutum lineare apice dilatato-incrassatum.
Ovarium ovato-oblongum in stylum longum filiformem stamina paulo
superantem stigmate bilobo lobo postico abbreviato transverse bicornuto vel semilunato antico linguiformi coronatumbreviter attenuatum;
ovula numerosa complanata placentis medio dissepimenti affixis ?
manifeste 3-seriatim insidentia. Capsula tenuissime membranacea
maturitate iam destructa seminibus numerosis subglobosis calycis
fundo inclusis. - Herba repens, folia opposita, inflorescentiae terminales abbreviato-spicatae,flores bracteis et prophyllis magnis suffulti.
Neozenkerina bicolor Mildbr. x. spec. - Herba repens caule
2-3 mm crasso pilis exsiccatione collapsis albidis villoso internodiis
This content downloaded from 188.72.126.35 on Sat, 14 Jun 2014 09:38:46 AM
All use subject to JSTOR Terms and Conditions
492
inforioribus 8-10 cm longis. Folia opposita longe petiolata petiolo
1,5-3 cm longo eodem indumento ut caulis vestito, lamina ovalis
usque oblonga basi subacuta apice obtusa supra atro-olivacea glabra,
subtus pallida et ad costam latam, nervos laterales utrinque 6-8
et ad venas laxe reticulatas pilis villosis instructa, 5-11, plerumque
8-9 cm longa, 3,5-5, plerumque 4 cm lata. Flores in spicam
terminalem abbreviatam subcapituliformem dispositi bractea magna
e basi cuneata ovata subacuta 15 mm longa et 8 mm lata et prophyllis 2 similibus lanceolatis 15 mm longis et 5-6 mm latis pilis
longis parce ciliatis et hinc inde adspersis pallide viridibus herbaceis
suffulti; sepala 2 antica prophyllis aequilonga usque ad medium
vel paulo altius inter sese connata ideoque labium inferum bilobatum
lobis acutis efformantia, sepalum posticum impar ovatum subacuminatum basin cuneatam versus cum sepalis posticis lateralibus multo
minoribus fere linearibus 1 cm tota longitudine aequantibus usque
ad 5 mm connatum, 18 mm longum et 7-8 mm latum. Corollae
extus pilis capitatis brevibus paulo conspicuis instructae 25 mm tota
longitud. aequantis pars inferior tubulosus ca. 6 mm longa apicem
versus pilis longis albidis instructa, laciniae 2 posticae suborbiculares late rotundatae pallidae 4 mm longae, laciniae 3 anticae
late ovatae obtusae brunneo-rubraeposticis subaequilongae. Stamina
didynamia 2 anteriora paulo longiora filamentis ca. 8 mm longis,
staminodium posticum minutum apice dilatato paulo emarginatum
vix 1 mm longum. Ovarium e basi lata ovato-oblongum glabrum
in stylum filiformem antheras paulo superantem breviter angustatum.
Capsula tenuissime membranacea sub maturitate jam destructa,
semina subglobosa ca. 0,75 mm diam. atrocastanea pilis brevibus
albidis singulis adspersa.
Siidkameruner Waldgebiet: Unweit Ebolowa am Wege nach
Akom im Niederwuchs eines primiiren Waldstuickes. (Mit Blilten
und reifen Samen Ende Dezember 1913 - MILDBRAED
n. 7619.)
Die neue Gattungerinnertim Wuchs, in den Bliitenstinden,Brakteen
undVorblatternsehr an Zenkerina,unterscheidetsich aberdurchdenKelch,
besondersdurch die Verwachsungder beiden vorderenZipfel, durch die
AusbildungderAntherenundnamentlichdurchdie Beschaffenheit
der Frucht.
Die Kapselwandist so dunn und vergiinglich,daB ich die reifen Samenin
allen untersuchtenBluten stets nur lose im Grundedes Kelchesfand, an
demFetzen der zerstortenKapselwandklebten,gewohnlichwarenauch noch
die Plazentenals 2 diinneLeisten vorhanden. Dabei ist das Materialwohl
erhalten,so dal nicht etwa eine nachtraglicheVerrottungserscheinung
in
Frage kommt. Sehr eigentiimlichsind ferner die Antheren. Das Filament
ist amEnde kurz zweiarmig-hammerformig
verbreitertund auf diesenkurzen
Asten (aber nicht an ihren auuerstenEnden)sitzen parallel nebeneinander,
This content downloaded from 188.72.126.35 on Sat, 14 Jun 2014 09:38:46 AM
All use subject to JSTOR Terms and Conditions
-
493
aber mehr oder minder senkrecht zur Richtung des Staubfadens, also gegen
die Mittelachse der Bliitenrohre gekehrt, v6llig voneinander getrennt die
beiden sackartigen Theken, die sich an der Spitze auf den gegeneinander
gekehrten Seiten mit einem kurzen RiB 5ffnen. Am meisten entspricht
dieses Verhalten noch dem von Gratiola. Wenn bei Zenkerina Zweifel an
der Zugehorigkeit zu den Scrophulariaceen oder Acanthaceen moglich sind,
so kann Neozenkerina wegen der Bildung der Frucht und der Antheren
kaum noch zu der letzten Familie gerechnet werden, wegen der Antherenbildung scheint mir eine Stellung bei den Gratioleacnoch am ungezwungensten,
wenngleich ich eine niihere Verwandtschaftnicht anzugeben weiB; eine solche
scheint mir aber zu Zenkerina zu bestehen. vielleicht sind beides sehr alte
Gattungen, die Reste einer friuher deutlichen Verbindungsreihe zwischen
Scrophulariaceen und Acanthaceen darstellen. Cystolithen fehlen bei beiden
This content downloaded from 188.72.126.35 on Sat, 14 Jun 2014 09:38:46 AM
All use subject to JSTOR Terms and Conditions
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https://openalex.org/W2605665221
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https://ijpds.org/article/download/158/141
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English
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The effect of cross-jurisdictional linked hospital and death data on estimating risk-adjusted grouped hospital standardised mortality ratios in Australia
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International journal of population data science
| 2,017
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cc-by
| 663
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International Journal of Population Data Science (2017) 1:139 International Journal of Population Data Science (2017) 1:139 ∗Corresponding Author:
Email Address: katrina.spilsbury@curtin.edu.au (K. Spilsbury) The effect of cross-jurisdictional linked hospital and death data on estimating
risk-adjusted grouped hospital standardised mortality ratios in Australia Spilsbury, Katrina1*, Ferrante, Anna2, Rosman, Diana3, Alan, Janine1, Boyd, James2, and Sem 1Centre for Population Health Research, Faculty of Health Sciences, Curtin University
2PHRN Centre for Data Linkage, Centre for Population Health Research, Curtin University
3Data Linkage, Department of Health WA, Perth, Western Australia Approach In Australia, administrative hospital and death data are collected
by individual state governments. The newly established Centre
for Data Linkage created a cross-jurisdictional linkage key that
brought together hospital and death records belonging to indi-
viduals across four Australian states over a five year period (1st
July 2004 - 30th June 2009). Hospital inpatient records from
public, psychiatric and private hospitals and private day surgery
centres were provided by New South Wales, Western Australia
and Queensland. South Australia provided public hospital inpa-
tient records only. The linked data underwent extensive cleaning
and standardisation to improve the validity of interstate compar-
isons. Objectives this study. Death registrations from all four states were obtained
from state-based registries of births, deaths and marriages. this study. Death registrations from all four states were obtained
from state-based registries of births, deaths and marriages. The Population Health Research Network (PHRN) was estab-
lished to increase data linkage capacity in Australia. A proof of
concept study investigating cross border hospital use and hospi-
tal mortality was undertaken to demonstrate the effectiveness of
increased data linkage capacity in supporting nationally signifi-
cant health research. The objective of this study was to evaluate
whether cross-jurisdictional linkage of hospital and death records
across Australian states could refine estimation of Hospital Stan-
dardised Mortality Ratios (HSMRs). Results Cross-jurisdictional linkage identified 11,116 cross-border hospi-
tal transfers of which 170 resulted in a cross-border in-hospital
death. An additional 496 cross-border deaths occurred within 30
day of hospital discharge. The inclusion of cross-jurisdictional
person-level links to unlinked hospital records reduced the co-
efficient of variation amongst the grouped HSMRs from 0.19
to 0.15; the inclusion of 30 day deaths reduced the coeffi-
cient of variation further to 0.11. There were minor changes
in grouped HSMRs between cross-jurisdictional and within-
jurisdictional linkages, although the impact of cross-jurisdictional
linkage increased when restricted to geographic regions with
high cross-border hospital use such as the New South Wales
and Queensland border area. http://dx.doi.org/10.23889/ijpds.v1i1.158
August 2016 c⃝The Authors. Open Access under CC BY-NC-ND 4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/deed.en) Journal Website: www.ijpds.org Journal Website: www.ijpds.org http://dx.doi.org/10.23889/ijpds.v1i1.158
August 2016 c⃝The Authors. Open Access under CC BY-NC-ND 4.0 (https://creativecommons.org/licen Conclusion Cross-jurisdictional data linkage modified estimates of grouped
HSMRs, particularly for hospitals groups that were likely to re-
ceive a high proportion of cross-border users. The final cohort comprised 7.7 million hospital patients. In-
hospital deaths and deaths within 30 days of hospital discharge
from the four state jurisdictions were used to estimate the SMR
of hospital groups defined by geography and type of hospital
(grouped HSMR) under three record linkage scenarios; 1) cross-
jurisdictional person-level linkage, 2) within-jurisdictional (state-
based) person-level linkage and 3) unlinked records. All public
and private hospitals in New South Wales, Queensland, Western
Australia and public hospitals in South Australia were included in hospital deaths and deaths within 30 days of hospital discharge
from the four state jurisdictions were used to estimate the SMR
of hospital groups defined by geography and type of hospital
(grouped HSMR) under three record linkage scenarios; 1) cross-
jurisdictional person-level linkage, 2) within-jurisdictional (state-
based) person-level linkage and 3) unlinked records. All public
and private hospitals in New South Wales, Queensland, Western
Australia and public hospitals in South Australia were included in
∗Corresponding Author:
Email Address: katrina.spilsbury@curtin.edu.au (K. Spilsbury)
http://dx.doi.org/10.23889/ijpds.v1i1.158
August 2016 c⃝The Authors. Open Access under CC BY-NC-ND 4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/deed.en) MR
ital
oss-
ate-
blic
ern
d in
(https://creativecommons.org/licenses/by-nc-nd/4.0/deed.en) http://dx.doi.org/10.23889/ijpds.v1i1.158
August 2016 c⃝The Authors. Open Access under CC BY-NC-ND 4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/deed.en)
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https://openalex.org/W4313196702
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https://www.epj-conferences.org/articles/epjconf/pdf/2022/10/epjconf_eosam2022_10021.pdf
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English
| null |
Fabrication influences on a miniaturised stokes polarimeter consisting of stacked nano-optical wire grid polarizer and retarders
|
EPJ web of conferences
| 2,022
|
cc-by
| 1,716
|
1 Introduction purpose, the grating period must be sufficiently small,
such that only the zeroth diffraction order is transmitted. Depending on the utilized material either artificial
birefringence or di-attenuation can be observed. For an
absorbing grating material an exponential damping occurs
for TE polarized light (TE-transversal electric, electric
field vector parallel to ridges) while TM-polarized light is
mostly transmitted [7]. Hence, the transmittance of such
structures strongly depend on the polarisation direction,
so that these elements can be used as linear polarizers
(LP). If the grating material is dielectric the effective
refractive index depends on the polarisation direction,
hence such structures can be used as quarter wave plates
(QWP) [8]. Nowadays optics technology is an important driving force
in many aspects of our everyday life. Highly developed
optical systems are enabling self-driving cars [1,2], high-
resolution images with smartphone cameras and advanced
medical services [3,4]. To achieve that, modern
fabrication technology strives to ever smaller and more
demanding structures. This is only achievable by closed
loop process control. While many solutions are existing
for that purpose, often elaborate equipment is required. As
an example, ellipsometry can be utilized to retrieve
information about thickness and refractive index of a
deposited thin film [5]. While the achievable results are
excellent with very small uncertainties, the required
devices are large and expensive. By more sophisticated
devices, it is even possible to deduce detailed information
about the geometry of nanostructures [6]. Unfortunately,
the size of such tools reduces their application range
drastically. We propose a miniaturized polarimeter
consisting of pixelated and stacked polarizer and retarder
structures on an image sensor. In order to measure the Stokes parameter of incident
light a QWP and a LP are typically utilized. Classically,
four (or six) subsequent measurements at different
rotation angles of the linear polarizer, with and without
the quarter wave plate, are performed to deduce the full
set of stokes parameters[9]. In the here shown concept the
LP and QWP are stacked in different layers of the optical
element on a microscopic scale. Since the structures are
fabricated by lithography, their direction can be locally
changed (see Fig. 2). Thereby, multiple channels can be
achieved on an image sensor. Combining the information
of all channels, the stokes parameters can be evaluated. Fig. 1. Schematic grating structure for polarisation control. Direction for TE and TM polarized light is marked. Fig. 2. Fabrication influences on a miniaturised stokes polarimeter
consisting of stacked nano-optical wire grid polarizer and
retarders Thomas Siefke*, Markus Walther, Carsten Stock and Uwe D. Zeitner Friedrich Schiller University Jena, Institute of Applied Physics, Albert-Einstein-Str. 15, 07745 Jena, Germany Abstract. The polarization properties of light can be fully controlled with nano-optical wire grid polarizers
and artificial birefringent grating structures. We demonstrate an integrated polarimeter based on stacked layers
of such elements. However, the optical performance of such elements is fundamentally limited and may be
further altered by deviations arising from the fabrication processes. In this contribution we investigate the
influences on the polarimetry performance for such a device. * Corresponding author: thomas.siefke@uni-jena.de © 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/). EPJ Web of Conferences 266, 10021 (2022)
EOSAM 2022 EPJ Web of Conferences 266, 10021 (2022)
EOSAM 2022 https://doi.org/10.1051/epjconf/202226610021 Conclusion
2 Nano-optical wire grid polarizers and retarders allow the
full control of the polarization properties of light. Furthermore, since these elements are fabricated by
lithography, they can be arranged on an image sensor in a
pixelated
manner. Thereby,
multiple
polarization
channels are achieved enabling the single-shot evaluation
of the Stokes parameter of incident light. However, the
optical performance of such elements is limited. In this
contribution, we investigate the influence on the
performance to miniaturised polarimetry. L. Ghazaryan, E.-B. Kley, A. Tünnermann, and A. Szeghalmi,
"Nanoporous SiO 2 made by atomic layer deposition and
atomic layer etching," Nanotechnology 27(25), 96270P
(2015). y
g,
gy
(
),
(2015). "DE102016100907A1 - Verfahren zur Herstellung eines
reflexionsmindernden
Schichtsystems
und
reflexionsminderndes Schichtsystem - Google Patents,"
https://patents.google.com/patent/DE102016100907A1/fr. 13. "DE102016100907A1 - Verfahren zur Herstellung eines
reflexionsmindernden
Schichtsystems
und
reflexionsminderndes Schichtsystem - Google Patents," reflexionsmindernden
Schichtsystems
und
reflexionsminderndes Schichtsystem - Google Patents,"
https://patents.google.com/patent/DE102016100907A1/fr. T. Siefke, M. Heusinger, C. B. R. Hurtado, J. Dickmann, U. Zeitner, A. Tünnermann, and S. Kroker, "Line-edge roughness
as a challenge for high-performance wire grid polarizers in the
far ultraviolet and beyond," Opt. Express 26(15), 19534
(2018). 15. T. Siefke, D. Lehr, T. Weber, D. Voigt, E.-B. Kley, and A. Tünnermann, "Fabrication influences on deep-ultraviolet
tungsten wire grid polarizers manufactured by double
patterning," Opt. Lett. 39(22), (2014). 1 Introduction Schematic of an integrated Stokes polarimeter consisting
of a (top to bottom) birefringent grating as QWP, wire grid
polarizer as LP and an image sensor. Fig. 1. Schematic grating structure for polarisation control. Direction for TE and TM polarized light is marked. Fig. 2. Schematic of an integrated Stokes polarimeter consisting
of a (top to bottom) birefringent grating as QWP, wire grid
polarizer as LP and an image sensor. Zero-order grating structures (see Fig. 1) can be
utilized to control the polarisation state of light. For this EPJ Web of Conferences 266, 10021 (2022)
EOSAM 2022 https://doi.org/10.1051/epjconf/202226610021 In Fig. 3, an SEM image of a cross section of one pixel
of such a stacked nano-optical device is shown. The lower
grating layer is the QWP structure consisting of titanium
dioxide [8,10]. The upper layer is the LP structure
consisting of iridium [11]. The intermediate layer is
fabricated by filling the underlying grating with a
sacrificial polymer and over coating of porous silicon
oxide [12,13]. The sacrificial layer is removed by oxygen
plasma ashing, creating a void in between the grating
ridges. Thereby a high refractive index contrast is
achieved. The wire grid polarizer is capped by over
coating with ion beam deposition under an oblique angle. Opt. Soc. Am. B 36(5), D97 (2019). ( )
(
)
A. Forbes, A. Dudley, K. Singh, and N. Tabebordbar, "Digital
Stokes polarimetry and its application to structured light:
tutorial," JOSA A, Vol. 37, Issue 11, pp. C33-C44 37(11),
C33–C44 (2020). T. Siefke, S. Kroker, K. Pfeiffer, O. Puffky, K. Dietrich, D. Franta, I. Ohlídal, A. Szeghalmi, E. Kley, and A. Tünnermann,
"Materials Pushing the Application Limits of Wire Grid
Polarizers further into the Deep Ultraviolet Spectral Range,"
Adv. Opt. Mater. 4, 1780–1786 (2016). 11. T. Weber, T. Käsebier, A. Szeghalmi, M. Knez, E.-B. Kley,
and A. Tünnermann, "Iridium wire grid polarizer fabricated
using atomic layer deposition," Nanoscale Res. Lett. 6(1), 558
(2011). References 1. C. Häne, L. Heng, G. H. Lee, F. Fraundorfer, P. Furgale, T. Sattler, and M. Pollefeys, "3D visual perception for self-
driving cars using a multi-camera system: Calibration,
mapping, localization, and obstacle detection," Image Vis. Comput. 68, 14–27 (2017). p
,
(
)
2. C. Badue, R. Guidolini, R. V. Carneiro, P. Azevedo, V. B. Cardoso, A. Forechi, L. Jesus, R. Berriel, T. M. Paixão, F. Mutz, L. de Paula Veronese, T. Oliveira-Santos, and A. F. De
Souza, "Self-driving cars: A survey," Expert Syst. Appl. 165,
113816 (2021). (
)
3. D. Qiao, F. Zulkernine, R. Masroor, R. Rasool, and N. Jaffar,
"Measuring Heart Rate and Heart Rate Variability with
Smartphone Camera," Proc. - IEEE Int. Conf. Mob. Data
Manag. 2021-June, 248–249 (2021). K. Kaur, W. Chelangat, S. I. Druzhinin, N. W. Karuri, M. Müller, and H. Schönherr, "Quantitative E. coli Enzyme
Detection in Reporter Hydrogel-Coated Paper Using a
Smartphone Camera," Biosens. 2021, Vol. 11, Page 25 11(1),
25 (2021). A. Gottwald, K. Wiese, T. Siefke, and M. Richter, "Validation
of thin film TiO <inf>2</inf> optical constants by
reflectometry and ellipsometry in the VUV spectral range,"
Meas. Sci. Technol. 30(4), (2019). Fig. 3. Cross sectional SEM image of a layered grating structure. The upper layer consists of Ir and serves as linear polarizer, the
lower layer consists of titanium dioxide and serves as retarder. Fig. 3. Cross sectional SEM image of a layered grating structure. The upper layer consists of Ir and serves as linear polarizer, the
lower layer consists of titanium dioxide and serves as retarder. ( ) (
)
T. Käseberg, J. DIckmann, T. Siefke, M. Wurm, S. Kroker,
and B. Bodermann, "Mueller matrix ellipsometry for
enhanced optical form metrology of sub-lambda structures,"
in Proceedings of SPIE The International Society for Optical T. Käseberg, J. DIckmann, T. Siefke, M. Wurm, S. Kroker,
and B. Bodermann, "Mueller matrix ellipsometry for
enhanced optical form metrology of sub-lambda structures,"
in Proceedings of SPIE - The International Society for Optical
Engineering (2019), 11057. in Proceedings of SPIE - The International Society for Optical
Engineering (2019), 11057. Typically the optical performance achievable with
such nano-optical elements is limited compared to their
classical counterparts [14,15]. That means the phase of the
QWP may deviate from the ideal value and the extinction
ratio (ratio between transmittance for TE and TM
polarized light) of the LP is limited to values <1000 [16]. In this contribution we investigate the influence of these
deviations on the optical performance of such a Stokes
polarimetry by rigorous coupled wave analysis, Monte
Carlo simulations and ray tracing. Furthermore, we
propose advanced designs exploiting the unique
possibilities available due to the lithographic fabrication
techniques. T. Siefke, E.-B. Kley, A. Tünnermann, and S. Kroker, "Design
and fabrication of titanium dioxide wire grid polarizer for the
far ultraviolet spectral range," in Proceedings of SPIE - The
International Society for Optical Engineering (2016), 9927. T. Siefke, E.-B. Kley, A. Tünnermann, and S. Kroker, "Design
and fabrication of titanium dioxide wire grid polarizer for the
far ultraviolet spectral range," in Proceedings of SPIE - The
International Society for Optical Engineering (2016), 9927. C. Stock, T. Siefke, and U. Zeitner, "Metasurface-based
patterned wave plates for VIS applications," J. Opt. Soc. Am. B 36(5), D97 (2019). y f
p
g
g (
),
C. Stock, T. Siefke, and U. Zeitner, "Metasurface-based
patterned wave plates for VIS applications," J. Acknowledgement
3 This work is funded through the project 20FUN02
POlight within the Programme EMPIR. The EMPIR
initiative is co-founded by the European Unions
Horizon 2020 research and innovation program and the
EMPIR Participating Countries. T. Siefke and S. Kroker, "Polarization Control by Deep Ultra
Violet Wire Grid Polarizers," in Optical Chaacterization of
Thin Solid Films, O. Stenzel and M. Ohlidal, eds. (Springer,
2018), pp. 359–374. 2 2
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Indonesian
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PENDAMPINGAN PEMUDA DESA SUMBEREJO DALAM PENGUATAN MENTAL SPIRITUAL MELALUI MAJELIS DZIKIR BASMALAH
|
As-Sidanah
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cc-by-sa
| 5,940
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As-sidanah As-sidanah V o l . 3 N o . 1 , A p r i l 2 0 2 1
Ainun Najib | 13
Jurnal Pengabdian Masyarakat da’wah of Islam rahmatan lil ‘alamin. Keyword: Mentoring, strengthening mental-spirituality, Majelis
Dzikir Basmalah PENDAMPINGAN PEMUDA DESA SUMBEREJO
DALAM PENGUATAN MENTAL SPIRITUAL
MELALUI MAJELIS DZIKIR BASMALAH Ainun Najib
Universitas Ibrahimy Situbondo, Indonesia
adjie245@gmail.com Abstract: The role of pesantren colleges has a big
responsibility in fostering and developing the potential of
the surrounding community, especially for the younger
generation who become assets to continue struggles in the
future. The threat of drying up spiritual values among the
younger generation is getting away from behavior that is in
accordance with the expected morality. So the youth
mentoring program in strengthening mental-spirituality is
one of the efforts to care for geranerasi through participatory
transfromative social change actions. Preventive efforts to
equip adolescents with religious knowledge and mental and
spiritual strengthening, not only have a positive impact
personally, but will also benefit the community around
them. Together with stakeholders who have a significant
role,
this
program
emphasizes
the
assistance
and
empowerment of the community in understanding and
resolving their own social problems, especially in the
religious field. The continuity of the program which is
carried out simultaneously will continue to be directed at
developing the potential of future generations, while still
integrating the roles and functions of the youth of the village
of Sumberejo, which play an active role in spreading the Ainun Najib | 13
Jurnal Pengabdian Masyarakat Ainun Najib | 13
Jurnal Pengabdian Masyarakat V o l . 3 N o . 1 , A p r i l 2 0 2 1 ISSN
: 2656-5161
e-ISSN : 2686-0643
As-sidanah ISSN
: 2656-5161
e-ISSN : 2686-0643
As-sidanah As-sidanah da’wah of Islam rahmatan lil ‘alamin. da’wah of Islam rahmatan lil ‘alamin. Isu dan Fokus Pengabdian Dunia remaja merupakan masa-masa yang sangat menentukan
dalam memberi banyak pengalaman hidup. Masa remaja adalah masa-
masa labil bagi seseorang yang tumbuh dewasa untuk mencari jati
dirinya. Mereka ingin mengetahui yang terbaik untuk masa depannya,
namun tidak menutup kemungkinan pula justeru terjerumus dalam
pergaulan yang dapat menghncurkan masa depan mereka. Gaya hidup
yang
berkaitan
dengan
perkembangan
zaman
dan
teknologi,
berpengaruh terhadap perkembangan kelangsungan hidup kaum
remaja. Mereka menjadi sasaran ancaman peredaran narkoba, minum-
minuman keras, pergaulan bebas yang semakin hari semakin
menghawatirkan. Keringnya nilai-nilai spiritualitas bagi para remaja
menjadi salah satu faktor yang memudahkan mereka terjerumus dalam
pergaulan yang tidak baik. Sehingga membawa dampak pada perilaku
atau tindakan amoral dan asusila yang semakin meresahkan
masyarakat. Maraknya penyimpangan perilaku generasi muda tersebut, dapat ISSN
: 2656-5161
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As-sidanah ISSN
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As-sidanah ISSN
: 2656-5161
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As-sidanah membahayakan keberlangsungan hidup bangsa ini di kemudian hari. Karena pemuda sebagai generasi yang diharapkan menjadi penerus
bangsa, semakin hari semakin rapuh. Oleh karena itu, menyelmatkan
generasi muda sama halnya dengan menyelamatkan bangsa di masa
yang
akan
datang
dari
ancaman
dekadensi
moral
penerus
perjuangannnya. Tidak terkecuali dengan masyarakat di Desa
Sumberejo Kecamatan Bnayuputih Situbondo. Salah satu upaya yang
mungkin dilakukan adalah upaya prefentif dengan membekali para
remaja dengan pengetahuan keagamaan serta penguatan mental
spiritual, tidak hanya memberikan dampak positif secara pribadi,
melainkan juga akan memberikan maslahat kepada masyarakat di
sekitarnya. Fakta tersebut menjadi tantangan serius bagi Universitas Ibrahimy
untuk mengkaji dan mengembangkan pola pengabdian masyarakat agar
dapat menghasilkan sesuatu yang benar-benar bermanfaat dan dirasa
nyata oleh masyarakat. Upaya yang dikembangkan adalah bentuk
pengabdian yang diarahkan kepada pendampingan dan pemberdayaan
masyarakat dalam memahami dan menyeselesaikan problem sosialnya,
khususnya dibidang keagamaan. Untuk mewujudkan ide tersebut,
dosen melakukan pengabdian pada masyarakat dengan memperkuat
pendampingan di tengah-tengah masyarakat khususnya wilayah yang V o l . 3 N o . 1 , A p r i l 2 0 2 1 ISSN
: 2656-5161
e-ISSN : 2686-0643
As-sidanah
menjadi Desa binaan Universitas Ibrahimy. ISSN
: 2656-5161
e-ISSN : 2686-0643
As-sidanah
menjadi Desa binaan Universitas Ibrahimy. menjadi Desa binaan Universitas Ibrahimy. Program ini adalah pendampingan masyarakat dalam penguatan
pembangunan mental siritual. Hal yang menjadi fokus pendampingan
adalah: Bagaimanakah pendampingan terhadap masyarakat pemuda
Desa Sumberejo Melalui Majelis Dzikir Basmalah? Alasan Memilih Dampingan Penyusunan
perencanaan
program
pengbadian
kepada
masyarakat adalah hal pertama yang dilakukan, yaitu dengan
menyusun perencanaan yang akan dilaksanakan tim pengabdian selama
selama proses pelaksanaan pendampingan. Penyusunan program
didasarkan atas hasil observasi lapangan yang dilaksanakan bersama-
sama untuk mengetahui kondisi dan situasi serta masyarakat
dampingan. Sumberejo merupakan salah satu desa yang berada di kecamatan
Banyuputih Situbondo Jawa Timur. Sebelum bernama Sumberejo, desa
ini bernama Sumberjoyo. Desa Sumberejo terbagi ke dalam delapan
dusun, yatiu Dusun Sukorejo Utara, Dusun Sukorejo Seatan, Dusun
Krajan, Dusun Karangrejo, Dusun Sodung, Dusun Leduk, Dusun
Lesong, dan Dusun Bendera. Rata-rata penduduknya bekerja sebagai
petani, nelayan dan peternak. Selain itu, masyarakat desa Sumberejo
juga banya yang menjadi pegawai swasta. V o l . 3 N o . 1 , A p r i l 2 0 2 1
Ainun Najib | 16
Jurnal Pengabdian Masyarakat Ainun Najib | 16
Jurnal Pengabdian Masyarakat V o l . 3 N o . 1 , A p r i l 2 0 2 1 ISSN
: 2656-5161
e-ISSN : 2686-0643
As-sidanah Desa Sumberejo terdapat salah suatu Pondok Pesantren tertua dan
terbesar di Indonesia, yaitu Pondok Pesantren Syalafiyah Syafi’iyah
Sukorejo, yang merupakan salah satu pondok pesantren terbesar di
dikabupaten Situbondo. Secara sosio historis Pondok Salafiyah
Syafi`iyah Sukorejo ini awalnya berupa hutan belantara yang
membentang dari gunung baluran sampai wilayah Asembagus. Hutan
belantara itu dikenal sangat angker karena dihuni oleh binatang buas
dan para dedemit karenanya tidak ada satupun masyarakat yang berani
memasuki hutan tersebut. Pada tahun 1328 H/ 1908 M, Kiai Syamsul
Arifin atas saran Habib Musawa dan Kiai Asadullah dari semarang,
membabat hutan lebat tersebut untuk kemudian dijadikan sebuah
pesantren. Dipilihnya hutan tersebut bukan serta merta karena
kehendak K.H.R. As’ad akan tetapi hasil dari Istikhoroh. Pondok ini
menempati area seluas 11,9 ha dengan ciri kekhasannya yaitu
memadukan antara sistem salaf dan sistem modern. Upaya keras Kiai Syamsul Arifin akhirnya terwujud. Berdirilah
sebuah pesantren kecil terdiri dari beberapa gubuk untuk difungsikan
sebagai rumah, mushollah dan asrama santri yang waktu itu hanya ada
beberapa orang. Pada masa perjuangan kemerdekaan, pesantren
Sukorejo tidak hanya menjadi pusat belajar tapi juga sebagai pusat
perjuangan kemerdekaan. Para pejuang banyak ditampung dipesantren, V o l . 3 N o . Alasan Memilih Dampingan 1 , A p r i l 2 0 2 1 ISSN
: 2656-5161
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As-sidanah ISSN
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As-sidanah ISSN
: 2656-5161
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As-sidanah sekaligus sebagai markas penyusunan strategi melawan penjajah Sejak
tahun 1914, pesantren kecil itu berkembang bersamaan dengan
datangnya para santri dari wilayah sekitar keresidenan Besuki. Pada
tahun itu pula, masyarakat pun mulai berdatangan untuk kemudian
menetap didesa itu. Hutan yang telah dirambah itu berubah menjadi
areal pertanian ladang dan kebun yang hasilnya mulai bisa dirasakan
penduduk. Pergaulan penduduk dengan pesantren pun berlangsung
harmonis Dalam upaya mewujudkan pendidikan modern sesuai dengan
kebutuhan zaman, berbagai lembaga pendidikan kejuruan dan keahlian
pun didirikan seperti sekolah menengah kejuruan (SMK), lembaga
kader ahli fiqh, Ma’had aly dan Madrasatul Qur’an yang dijadikan
sebagai lembaga kajian keislaman dan pendalaman ilmu- ilmu al-
Qur’an. Sebagai
lembaga
pendidikan
keagamaan
yang
memiliki
karakteristik khas Nusantara, secara substansial institusi pondok
pesantren tidak mungkin bisa dilepaskan dari masyarakat, khususnya
masyarakat pedesaan. Pondok pesantren tumbuh dan berkembang dari,
oleh dan untuk masyarakat, dengan posisinya sebagai institusi yang
berperan melakukan transformasi sosial bagi masyarakat yang berada di
lingkungannya. Demikian halnya dengan eksistensi Pondok Pesantren
Salafiyah Syafi’iyah Sukorejo, dengan figur Kiai yang tidak hanya V o l . 3 N o . 1 , A p r i l 2 0 2 1 ISSN
: 2656-5161
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As-sidanah
sebagai figur tokoh agama, melainkan juga sekaligus sebagai tokoh
masyarakat. ISSN
: 2656-5161
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As-sidanah
sebagai figur tokoh agama
melainkan juga sekaligus sebagai tokoh sebagai figur tokoh agama, melainkan juga sekaligus sebagai tokoh
masyarakat. Kondisi Dampingan Saat Ini Desa Sumberejo adalah salah satu desa yang menjadi bagian dari
kecamatan Banyuputih, dengan luas wilayah mencapai 23.24 Km2
dengan tingkat kepadatan penduduk mencapai 980 jiwa per Km2.1
Sumberejo merupakan desa yang memiliki penduduk paling besar
diantara desa-desa lainnya di kecamatan Banyuputih, yaitu berjumlah
22.766 Jiwa, dengan rincian 11.189 Laki-laki, dan 11.577 perempuan.2 Secara kuantitas penduduk desa Sumberejo 99,89% beragama
Islam, namun secara kualitas keberagamaannya masih sangat beragam. Hal ini dibuktikan dengan perilaku sosial yang dapat mencerminkan
nilai-nilai religiusitas masih relatif rendah. Khususnya di kalangan
kaum muda yang masih cenderung ekspresif dalam setiap gaya hidup
pergaulannya. Para pemuda ini butuh perhatian dan binaan untuk dapat
diarahkan kepada hal-hal yang beroirntasi lebih positif. Maka sudah
sepatutnya menyelamatkan pergaulan mereka melalui pendampingan
yang dapat mengarahkan kepada hal yang lebih baik dan bermanfaat. V o l . 3 N o . 1 , A p r i l 2 0 2 1
Ainun Najib | 19
Jurnal Pengabdian Masyarakat
1 Kecamatan Banyuputih dalam Angka 2019, (Badan Pusat Statistik Kabupaten
Situbondo). hlm. 31
2 Ibid. hlm. 33 V o l . 3 N o . 1 , A p r i l 2 0 2 1
Ainun Najib | 19
Jurnal Pengabdian Masyarakat
1 Kecamatan Banyuputih dalam Angka 2019, (Badan Pusat Statistik Kabupaten
Situbondo). hlm. 31
2 Ibid. hlm. 33 Ainun Najib | 19
Jurnal Pengabdian Masyarakat ISSN
: 2656-5161
e-ISSN : 2686-0643
As-sidanah ISSN
: 2656-5161
e-ISSN : 2686-0643
As-sidanah Melalui program pengabdian kepada masyarakat yang diorientasikan
kepada pemuda di desa Sumberejo, diharapkan akan menumbuhkan
peningkatan tingkat keberagamaan mental piritual. Strategi yang Digunakan Guna
mengantisipasi
dan
menanggulangi
probem-problem
praktis di kalangan pemuda terhadap perubahan tatanan sosial
masyarakat, maka proses pelaksanaan program pengabdian masyarakat
ini dilaksanakan melalui beberapa strategi dengan siklus yang
diarahkan pada peningkatan pemahaman tentang proses perubahan
tatanan sosial yang dijalankan oleh kerangka kerja etik melalui cara-cara
partisipatoris. Maka model program pengabdian kepada masyarakat ini
menggunakan Participatory Action Research (PAR) dalam bentuk
penguatan masyarakat melalui kesadaran diri guna melakukan
tindakan perubahan yang efektif menuju kondisi kehidupan sosial yang
lebih baik.3 Metode Strategi yang Digunakan Kondisi Dampingan yang Diharapkan Secara umum kondisi dampingan yang diharapkan pada program
pengabdian masyarakat ini adalah keberdayaan masyarakat dalam
meningkatkan kualitas spiritualitas pemuda melalui majelis dzikir. Oleh
karenanya, kondisi dampingan yang diharapkan dalam pengabdian ini
adalah: a) Penguatan pemahaman akan pentingnya mematuhi hukum-hukum
agama Islam, nilai-nilai badah, berakhlaq yang baik, serta kepekaan
sosial terhadap masyarakat sekitar bagi para pemuda. Pemuda
merupakan generasi emas yang perlu diselamatkan, sebagai
generasi penerus perjuangan bangsa di masa yang akan datang. a) Penguatan pemahaman akan pentingnya mematuhi hukum-hukum
agama Islam, nilai-nilai badah, berakhlaq yang baik, serta kepekaan
sosial terhadap masyarakat sekitar bagi para pemuda. Pemuda
merupakan generasi emas yang perlu diselamatkan, sebagai
generasi penerus perjuangan bangsa di masa yang akan datang. b) Terbentuknya kelompok/simpul-simpul pemuda yang gemar untuk
terus menigkatkan pengetahuan keagamaan, serta kegiatan-kegiatan
sosial yang berorientasi pada kemaslahatan ummat, serta memiliki
nilai-nilai ibadah. c) Terbentuknya
masyarakat
yang
bermartabat
dengan
bekal
pengetahuan agama yang kuat. Sehingga tercipta suatu bangsa yang
baldatun thoyyibatun wa robbun ghafur. c) Terbentuknya
masyarakat
yang
bermartabat
dengan
bekal
pengetahuan agama yang kuat. Sehingga tercipta suatu bangsa yang
baldatun thoyyibatun wa robbun ghafur. V o l . 3 N o . 1 , A p r i l 2 0 2 1
Ainun Najib | 20
Jurnal Pengabdian Masyarakat V o l . 3 N o . 1 , A p r i l 2 0 2 1
Ainun Najib | 20
Jurnal Pengabdian Masyarakat V o l . 3 N o . 1 , A p r i l 2 0 2 1 V o l . 3 N o . 1 , A p r i l 2 0 2 1 ISSN
: 2656-5161
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As-sidanah
Metode ISSN
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As-sidanah 3 Abdullah Faisal, dkk., Metode & Teknik Kuliah Kerja Nyata Transformatif; Implementasi
Participatory Action Research (PAR) & Participatory Rural Appraisal (PRA) untuk Aksi Perubahan
Sosial, (P3M STAIN Surakarta, 2006), hlm. 69 V o l . 3 N o . 1 , A p r i l 2 0 2 1 Stakeholders yang Berperan stekeholders yang memilii peran signifikan dalam proses
pelaksanaan program, yaitu Pemerintah Desa, Organisasi Sosial
Keagamaan, sejumlah tokoh masyarakat, pondok pesantren Salafiyah
Syafi’iyah Sukorejo, dan Universitas Ibrahimy. 3 Abdullah Faisal, dkk., Metode & Teknik Kuliah Kerja Nyata Transformatif; Implementasi
Participatory Action Research (PAR) & Participatory Rural Appraisal (PRA) untuk Aksi Perubahan
Sosial, (P3M STAIN Surakarta, 2006), hlm. 69 Ainun Najib | 21
Jurnal Pengabdian Masyarakat ISSN
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As-sidanah a. Unsur pemerintah desa, diharapkan membantu memfasilitasi para
pemuda desa agar memiliki orientasi pada peningkatan nilai-nilai
religiusitas,
agar
lebih
menjamin
terselenggaranya
program
pegabdian kepada masyarakat yang optimal sesuai dengan apa yang
telah diproramkan dengan baik. b. Organisasi Sosial Keagamaan, seperti IPNU, GP. Ansor, MWC NU
Kecamatan Banyuputih, juga diharapkan dapat mensinergikan
beberapa program yang memiliki kesesuaian tema dengan program
pengabdian masyarakat ini, khususnya dalam bidang keagamaan
dan mental spiritual. b. Organisasi Sosial Keagamaan, seperti IPNU, GP. Ansor, MWC NU
Kecamatan Banyuputih, juga diharapkan dapat mensinergikan
beberapa program yang memiliki kesesuaian tema dengan program
pengabdian masyarakat ini, khususnya dalam bidang keagamaan
dan mental spiritual. c. Tokoh masyarakat yang memiliki pengaruh, diharapkan dapat
membantu terlaksananya program dengan baik, serta terus menjaga
kesinambungan dari apa yang telah dilakukan melalui program
pengabdian masyarakat ini. d. Pondok Pesantren Salafiyah Syafi’iyah Sukorejo Situbondo. Bentuk-
bentuk keterlibatannya adalah, mendukung secara moril terhadap
kegiatan pengabdian, memberikan masukan, saran, serta arahan
kepada tim yang berkaitan dengan sosial keagamaan. d. Pondok Pesantren Salafiyah Syafi’iyah Sukorejo Situbondo. Bentuk-
bentuk keterlibatannya adalah, mendukung secara moril terhadap
kegiatan pengabdian, memberikan masukan, saran, serta arahan
kepada tim yang berkaitan dengan sosial keagamaan. e. Universitas
Ibrahimy,
bentuk-bentuk
keterlibatannya
adalah:
merencanakan, melaksanakan, dan memfasilitasi pelaksanaan
program; melakukan pendampingan selama pelaksanaan program; e. Universitas
Ibrahimy,
bentuk-bentuk
keterlibatannya
adalah:
merencanakan, melaksanakan, dan memfasilitasi pelaksanaan
program; melakukan pendampingan selama pelaksanaan program; V o l . 3 N o . 1 , A p r i l 2 0 2 1
Ainun Najib | 22
Jurnal Pengabdian Masyarakat V o l . 3 N o . 1 , A p r i l 2 0 2 1 As-sidanah melakukan
evaluasi
program;
penyusunan
laporan
dan
mendeseminasikan
hasil
kegiatan
agar
tetap
terus
berkesinambungan. Penyusunan Rencana Aksi Partisipatoris Setalah melakukan proses pemetaan awal yang juga melibatkan pihak-
pihak terkait dalam pendampingan ini, maka kegiatan pengabdian
kepada masayarakat pemuda desa Sumberejo antara lain: a. Melakukan Focus Group Discussion (FGD) dengan pengurus pondok
Pesantren Salafiyah Syafi’iyah Sukorejo, aparat pemerintahan desa
Sumberejo, beserta sejumlah tokoh masarakat yang menjadi rujukan
dalam proses pelaksanaan pengabdian ini. b. Membangun komunikasi dengan komunitas-komunitas pemuda
dan masayarakat desa Sumberejo. Tahapan ini tim merancang
format kegiatan yang menyesuaikan degan permasalahan yang
ditemukan selama proses pemetaan awal, sehingga mudah
mendeskripsikan arah program yang akan dilaksanakan. Langkah-langkah dalam Pendampingan Rancangan kegiatan yang akan dijalankan disinergikan dengan
hasil observasi lapangan dengan mengkaji lokasi dampingan, serta
potensi-potensi yang dimiliki, dengan melibatkan stakeholders yang
dipandang perlu. melalui tahapan ini dapat digambarkan perencanaan
kegiatan yang akan dilakukan untuk tahap selanjutnya. Kedua, tim melaksakan pengkajian secara mendalam terhadap
problem rendahnya pemahaman dan pengamalan nilai-nilai agama di
masyarakat, yang disesuaikan dengan hasil observasi terdahulu dan
memetakannya dengan potensi atau kekuatan yang ada. Langkah berikutnya adalah melakukan pemetaan berdasarkan
kemampuan Sumber Daya Manusia yang dimiliki, untuk melakukan
persuasi di kalangan pemuda agar program pengabdian yang
direncakan dapat terlaksana dengan baik dan memperoleh hasisl sesuai
dengan yang direncanakan. V o l . 3 N o . 1 , A p r i l 2 0 2 1 V o l . 3 N o . 1 , A p r i l 2 0 2 1 ISSN
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As-sidanah ISSN
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As-sidanah ISSN
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As-sidanah Melaksanakan Aksi Dalam melaksanakan program pengabdian masyarakat ini, aksi
yang dilaksanakan adalah memberikan orientasi kapada narasumber
pendamping tentang topik problem yang dihadapi masayarakat
pemuda desa Sumberejo. a. Memberikan argumentasi-argumentasi tentang pentingnya peran
pemuda dalam mengawal lahirnya generasi terbaik di masa yang
akan datang. a. Memberikan argumentasi-argumentasi tentang pentingnya peran
pemuda dalam mengawal lahirnya generasi terbaik di masa yang
akan datang. V o l . 3 N o . 1 , A p r i l 2 0 2 1
Ainun Najib | 24
Jurnal Pengabdian Masyarakat V o l . 3 N o . 1 , A p r i l 2 0 2 1
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: 2656-5161
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: 2656-5161
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As-sidanah b. Melakukan pendampingan dalam proses-proses pengambilan
keputusan bersama, dan memfasilitasi pengambilan keputusan
secara patisipatif.4 b. Melakukan pendampingan dalam proses-proses pengambilan
keputusan bersama, dan memfasilitasi pengambilan keputusan
secara patisipatif.4 c. Melakukan pendampingan kepada narasumber pendamping, dalam
penyampaian materi dan kegiatan aksi lainnya selama kegiatan
pengabdian berlangsung. c. Melakukan pendampingan kepada narasumber pendamping, dalam
penyampaian materi dan kegiatan aksi lainnya selama kegiatan
pengabdian berlangsung. 4 Sudiyono, dkk., Strategi Pembelajaran Partisipatori, (UIN-Malang Press, Malang,
2006), hlm. 53 V o l . 3 N o . 1 , A p r i l 2 0 2 1
Ainun Najib | 25
Jurnal Pengabdian Masyarakat
2006), hlm. 53
5 Anju Dwivedi, Metodologi Pelatihan Partisipatif, (Pondok Edukasi, Yogyakarta, 2003),
hlm. 2. Bentuk Kegiatan Pendampingan dan Pembinaan 1 , A p r i l 2 0 2 1 ISSN
: 2656-5161
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Hizb Basmalah, yaitu setiap 41 hari sekali, yang dibacakan langsung
oleh KHR. Ahmad Azaim Ibrahimy. ISSN
: 2656-5161
e-ISSN : 2686-0643 Hizb Basmalah, yaitu setiap 41 hari sekali, yang dibacakan langsung
oleh KHR. Ahmad Azaim Ibrahimy. Pembacaan kitab al-Mukhtar min Kalami al-Akhyar disajikan dengan
bahasa yang lugas, mengingat jamaah Majelis Dzikir Basmalah
brsifat umum, serta memiliki tingkat pendidikan yang berbeda-
beda. Penyampaian materi diselingi dengan rangkaian hikmah
lainnya yang dikontekstualisasikan dengan situasi terkini yang
berkembang di masyarakat, baik yang berhubungan dengan isu
regional, nasional, maupun global. Bentuk Kegiatan Pendampingan dan Pembinaan Terdapat beberapa program kegiatan yang dilaksanakan dalam
program pengabdian kepada masyarakat bersama pemuda desa
Sumberejo yang fokus dan pengembangannuya dapat diklasifikasikan
melalui tiga penguatan. Yaitu ranah kognitif (intelektual), afektif
(emosional), dan psikomotorik (keterampilan),5 antara lain:: j
Hizb Basmalah adalah salah satu aurad pembacaan kalimat-kalimat
Basmalah, yang didahului dengan wasilah serta ditutup dengan
do’a. pembacaan Hizb Basmalah berjamaah ini dilaksanakan dalam
dua majlis, yaitu Majelis Dzikir Basmalah yang dilaksanakan setiap
41 hari, dan Majelis Dzikir Basmalah yang dilaksanakan secara rutin
setiap dua pekan sekali. Majelis Dzikir Basmalah yang dilaksanakan 4 Sudiyono, dkk., Strategi Pembelajaran Partisipatori, (UIN-Malang Press, Malang,
2006), hlm. 53 Ainun Najib | 25
Jurnal Pengabdian Masyarakat Ainun Najib | 25
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setiap 41 hari dipimpin dan dipandu langsung oleh KHR. Ahmad
Azaim Ibrahimy, sedangkan Majelis Dzikir Basmalah yang
dilaksanakan dua pekan sekali dipimpin secara bergiliran oleh
jamaah majlis. ISSN
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As-sidanah setiap 41 hari dipimpin dan dipandu langsung oleh KHR. Ahmad
Azaim Ibrahimy, sedangkan Majelis Dzikir Basmalah yang
dilaksanakan dua pekan sekali dipimpin secara bergiliran oleh
jamaah majlis. Lokasi pelaksanaan pembacaan Hizb Basmalah berjamaah ini, baik
pembacaan Hizb Basmalah yang 41 hari sekali maupun yang dua
pekan sekali, dilakukan secara anjangsana bergilir di kediaman
masing-masing jamaah. Sesekali
pembacaan
Hizb
Basmalah
berjamaah
dilaksanakan
di
lokasi
alam
bebas,
di
pantai,
pegunungan, dan lain sebagainya. Tujuannya adalah untuk lebih
meningkatkan kecintaan serta mengagungkan Allah melalui semesta
ciptaan-Nya. b. Pengajian Kitab al-Mukhtar min Kalami al-Akhyar
Kitab al-Mukhtar min Kalam al-Akhyar merupakan salah satu karya
terbaik Syaikh Muhammad bin Alawi Al-Maliki Al-Hasani Al-
Makki, ulama besar dari kalangan Ahlussunnah di kota Makkah. Kitab berbahasa Arab tersebut merupakan kumpulan kisah teladan
para nabi serta orangorang shaleh yang penuh dengan hikmah. Pengajian Kitab al-Mukhtar min Kalami al-Akhyar bagi jamaah Majelis
Dzikir basmalah dilaksanakan pada waktu yang sama dengan Dzikir V o l . 3 N o . 1 , A p r i l 2 0 2 1
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Jurnal Pengabdian Masyarakat V o l . 3 N o . c. Pengajian Online Program Donasi Anak Yatim menyalurkan bantuan berupa dana
pendidikan, khususnya bagi anakanak yatim yang masih duduk di
bangku SD dan SLTP. Secara bertahap program ini tidak hanya
mengelola santunan berupa uang dan untuk anak yatim saja, namun
juga barang-barang berharga lainnya yang dapat dihibahkan kepada
para fakir miskin, khususnya warga desa Sumberejo Kecamatan
Banyuputih Kabupaten Situbondo. Program Donasi Anak Yatim menyalurkan bantuan berupa dana
pendidikan, khususnya bagi anakanak yatim yang masih duduk di
bangku SD dan SLTP. Secara bertahap program ini tidak hanya
mengelola santunan berupa uang dan untuk anak yatim saja, namun
juga barang-barang berharga lainnya yang dapat dihibahkan kepada
para fakir miskin, khususnya warga desa Sumberejo Kecamatan
Banyuputih Kabupaten Situbondo. c. Pengajian Online Maraknya dakwah-dakwah yang berorentasi pada radikalisme umat
Islam, menjadi persoalan serius yang perlu terus dicarikan solusi. Gerakan dakwah kelompok-kelompok tersebut banyak menyasar
kalangan kaum muslim muda, sehingga media dakwah yang
digunakan adalah melalui media-media elektronik yang banyak
menyebar melalui jejaring media sosial. Ketika kelompok ini telah
berhasil menguasai media, maka tidak menutup kemungkinan di
masa-masa
yang
akan
datang
berhasil
mengikis
integrasi
nasionalisme
kebangsaan
di
kalangan
kaum
muda
akibat
pemahaman keagamaan yang instant. V o l . 3 N o . 1 , A p r i l 2 0 2 1
Ainun Najib | 27
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: 2656-5161
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As-sidanah ISSN
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As-sidanah ISSN
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As-sidanah Untuk
membentengi
gerakan-gerakan
tersebut,
perlu
ada
penyeimbang terhadap gerakan dakwah yang berorientasi pada
radikalisme fundamental. Atas dasar itulah Majelis Dzikir Basmalah
berinisiatif membentuk program dakwah melalui multimedia yang
bertajuk Pengajian Online Majelis Dzikir Basmalah. Seluruh awak
kru media Program Pengajian Online ini terdiri dari pemuda desa
Sumberejo. Pengajian Online dibina oleh KHR. Ahmad Azaim
Ibrahimy, dan secara berkesinambungan juga akan menghadirkan
tokoh-tokoh agama lainnya. Pengajian Online Majelis Dzikir
Basmalah ini dapat diikuti melalui: 1) Situs Internet
: mdbasmalah.com : mdbasmalah.com 2) Yotube Channel
: Majelis Dzikir Basmalah : Majelis Dzikir Basmalah 3) Akun Facebook
: Majlis Dzikir Basmalah 4) Akun Twitter
: md_basmalah 5) Akun Instagram
: mdbasmalah d. Donasi Anak Yatim Sebagai bentuk kepedulian terhadap sesama, Majelis Dzikir
Basmalah juga memiliki program santunan bagi anak-anak yatim
yang bertajuk Donasi Anak Yatim (DAY). Melalui program tersebut
Majelis Dzikir Basmalah melakukan penggalangan dana secara
berkala, yang tidak hanya terbatas kepada jamaah majlis saja, V o l . 3 N o . 1 , A p r i l 2 0 2 1
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As-sidanah ISSN
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As-sidanah melainkan
bagi
masyarakat
secara
umum
yang
hendak
mendermakan sebagian hartanya untuk anak yatim. e. Usaha Ekonomi Kreatif Kreatifitas pemuda pada biasanya selalu berkembang, mereka butuh
sarana penyaluran agar tetap dapat berkreasi dan terus meningkat
kreatifitasnya. Demikian halnya dengan para pemuda yang
tergabung dalam Majelis Dzikir Basmalah, bakat dan ide-ide mereka
sangat baik untuk diwujudkan. Maka kreatifitas mereka difasilitasi
dalam berbagai usaha yang juga bisa mendatangkan keuntungan
bersama. kegiatan ini juga laboratorium untuk melatih kemandirian
dan kecakapan para jamaah dalam mengembangkan usaha
nantinya. Bentuk-bentuk usaha ekonomi kreatif yang dilakukan seperti: usaha
sablon, sticker cutting, gantungan kunci, kopyah bordir, lampu hias, V o l . 3 N o . 1 , A p r i l 2 0 2 1 V o l . 3 N o . 1 , A p r i l 2 0 2 1 ISSN
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hiasan dinding, dan lain-lain. Hasil dari kreatifitas merekalah yang
terus dikembangkan dalam bidang pengembangan ekonomi majelis,
sehingga kegiatan-kegiatan Majelis Dzikir Basmalah dapat berjalan
secara mandiri tanpa menggantungkan bantuan dari pihak lain. Hasil Dan Diskusi ISSN
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As-sidanah hiasan dinding, dan lain-lain. Hasil dari kreatifitas merekalah yang
terus dikembangkan dalam bidang pengembangan ekonomi majelis,
sehingga kegiatan-kegiatan Majelis Dzikir Basmalah dapat berjalan
secara mandiri tanpa menggantungkan bantuan dari pihak lain. Dampak Perubahan Program pengadian masyarakat dirasa telah membawa dampak
perubahan kepada arah yang lebih baik, khususnya terhadap pemuda
desa Sumberejo. Baik perilaku sosial maupun perilaku mental spiritual. Proses pelaksanaan pengabdian masyarakat berjalan sesuai dengan
yang telah direncanakan, dan akan terus dikembangkan di masa-masa
yang akan datang. Kecintaan pemuda kepada majelis dzikir secara simultan akan
membawa dampak kepada arah perubahan yang lebih positif. Pemuda
yang identik dengan perkumpulan yang lebih berorientasi kepada hal-
hal yang negatif, dapat terhindarkan dengan bergabungnya ke dalam
majelis dzikir dengan berbagai program yang memberikan peningkatan
pemahan keagamaan, serta diharapkan membawa perubahan pada
perilaku mental spiritual sehari-hari, hari ini dan di masa yang akan
datang. V o l . 3 N o . 1 , A p r i l 2 0 2 1
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: 2656-5161
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As-sidanah Keberlanjutan program ini akan terus diperhatikan, mengingat
dampak positifnya telah dapat dirasakan secara nyata, baik bagi
masyarakat desa Sumberejo khususnya di kalangan para pemuda,
maupun bagi masyarakat luas yang dapat mengikuti program pengajian
online yang diselenggarakan oleh Majelis Dzikir Basmalah. Bersama
stakeholders yang memiliki peran signifikan, beberapa program telah
dicanangkan untuk pengembangan program di masa yang akan datang,
dengan tetap mengintegrasikan peran serta fungsi pemuda desa
Sumberejo dalam menyebarkan dakwah Islam rahmatan lil ‘alamin. V o l . 3 N o . 1 , A p r i l 2 0 2 1
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Jurnal Pengabdian Masyarakat
6 Hasyim Asy’ari, Adab al-‘Alim wa al-Muta’allim, (Maktabah At-Turats Al-Islamy,
Tebuireng Jombang, 1415 H), hlm. 10. Diskusi Keilmuan Dalam ajaran agama sangat diperhatikan aspek pendidikan moral
atau pembentukan kepribadian. Karena terbentuknya watak dan
kepribadian inilah yang sesungguhnya merupakan inti tujuan dari
semua proses pergaulan antar sesama manusia di muka bumi. Kecerdasan intelektual akan menjadi tidak ada artinya jika tidak
didukung dengan moral, watak dan kepribadian yang luhur. Hal ini
sebagaimana dijelaskan oleh KH. Hasyim Asy’ari di dalam pengantar
kitabnya Adab al-’Alim wa al-Muta’allim yang ia kutip dari Ibnu al-
Mubarak: nahnu ila qalîl min al-adab ahwaj minnâ ila kathîr min al-‘ilm
(kami lebih membutuhkan adab [etika, moral, budi pekerti] meskipun V o l . 3 N o . 1 , A p r i l 2 0 2 1
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sedikit dari pada [memiliki] banyak ilmu pengetahuan [tetapi tidak
beradab]).6 sedikit dari pada [memiliki] banyak ilmu pengetahuan [tetapi tidak
beradab]).6 Bagi masyarakat desa Sumberejo, Kiai merupakan “tokoh sentral”
yang dikonsepsikan sebagai guru ideal yang patut untuk dijadikan
teladan bagi segenap masyarakat, baik dalam masalah keilmuan
maupun perilaku dan kepribadiannya. Dengan demikian, peran kyai
tidak hanya terbatas pada memberikan pengajaran yang berorientasi
pada
pengembangan
intelektualitas
(kognisi)
saja,
tetapi
juga
memberikan bimbingan ruhani serta prilaku yang baik, membangun
karakter yang kuat, berperilaku mulia sesuai dengan norma-norma
ajaran agama (Islam) dan nilai-nilai etika, serta menghargai tradisi agar
mereka dapat menjadi manusia seutuhnya di tengah-tengah masyarakat
sesuai fitrah kemanusiaannya baik sebagai hamba Allah maupun selaku
khalifah-Nya di muka bumi. Masyarakat juga menjadikan Kiai sebagai sumber rujukan dalam
memberikan legitimasi dalam segenap tindakan warganya, sudah
barang tentu mempunyai dasar pijakan yang bersifat keagamaan dalam
memberikan penilaian. Hal ini karena watak pemimpin agama dan
warga masyarakatnya yang fiqh oreinted, selalu meletakkan kegiatan ISSN
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yang dilakukan dalam pola hitam-putih atau salah-benar menurut
hukum Islam.7 yang dilakukan dalam pola hitam-putih atau salah-benar menurut
hukum Islam.7 Sebagai salah satu desa yang di dalamnya terdapat pondok
pesantren, maka sudah sepatutnya masyarakat Sumberejo dapat
mencerminkan
nilai-nilai
sebagaimana
yang
diajarkan
dalam
pendidikan pesantren, yang secara garis besar mengandung muatan-
muatan yang dibedakan dalam 2 (dua) kategori. V o l . 3 N o . 1 , A p r i l 2 0 2 1
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Jurnal Pengabdian Masyarakat
7 KH. MA. Sahal Mahfudh, Nuansa Fiqih Sosial, (LKiS, Yogyakarta, 2003), hlm. 349. Diskusi Keilmuan Kategori pertama adalah
ajaran dasar yang merupakan referensi bagi landasan hidup berikut
penyelesaiannya dalam mengatasi seluruh problematika kehidupan di
tengah dinamika sosial-budaya, yang mempunyai nilai kebenaran
bersifat mutlak dan tidak runtuh dalam segala perubahan zaman. Ajaran dasar ini mempunyai muatan-muatan nilai universal, yang
mempunyai daya relevansi dalam segala tataran ruang dan waktu. Bahkan, ajaran ini memiliki legalitas sakral dan telah secara tuntas
dikodifikasikan oleh para ulama salafus shalih, yakni berupa Al-Qur’an
dan Sunnah Nabi. Kategori kedua adalah ajaran-ajaran yang merupakan hasil
interpretasi dan derivasi dari ajaran dasar di atas. Ajaran ini
mengelaborasi muatan ajaran dasar dengan kecenderungan pada aspek-
aspek praktis-aplikatif. Maka masyarakat di sekitar pesantren menjadi ISSN
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As-sidanah garda terdepan yang dipercaya mampu mengakomodir kebutuhan
penyelesaian persoalan-persoalan sosial-keagamaan di lingkungannya. Tak hanya identik dengan makna keislaman, tetapi karena karakteristik
eksistensial pesantren yang mengandung arti keaslian Indonesia
(indigenous). Sebagai indigenous, pesantren dan masyarakat di sekitarnya
muncul dan berkembang dari pengalaman sosiologis di lingkungannya. Terdapat suatu hipotesa bahwa jika saja Indonesia tidak mengalami
penjajahan, mungkin pertumbuhan sistem pendidikan di negeri ini akan
mewarisi corak pendidikan ala pesantren. Proses modernisasi sering tampak sebagai suatu perubahan yang
memiliki dampak sangat mendasar dan mendalam pada struktur nilai
yang telah berlaku dalam kehidupan di masyarakat. Tidak mustahil
sering terjadi pergeseran nilai atas perkembangan modernisasi. Dalam
kaitannya dengan permasalahan ini, kalangan kademis bersama pihak
pesantren harus mampu memberikan motivasi dan arahan terhadap
perkembangan yang ada, dan berupaya merangkum realitas kehidupan
dalam jalinan nilai-nilai spiritual dan moralitas yang Islami. Sebagai implikasi dari kepeduliannya terhadap permasalahan
masyarakat ini, kalangan akademisi bersama pesantren akan dapat
memberi arah perkembangan masyarakat dari aspek sosial, budaya, ISSN
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As-sidanah politik bahkan hingga ekonomi, yang ditindaklanjuti dengan kerja nyata
dalam rangka “pencerahan” dan pemecahan masalah yang ditentukan
dalam masyarakat. Terbukti, berbagai fatwa ataupun keputusan masa’il
fiqhiyah yang lahir dari hasil pemikiran orang-orang pesantren tidak saja
memberikan keputusan halal-haram, tetapi juga melihat realitas
perkembangan kehidupan dan mencarikan jalan keluar, sehingga
masyarakat
tidak
terus
terperangkap
dalam
“kegelapan”
dan
keharaman. 8 Civil Society disamping dimaknai masyarakat sipil, padanan kata lainnya yang sering
digunakan adalah masyarakat beradab atau masyarakat berbudaya, masyarakat kewargaan
dan masyarakat madani. Maksud masyarakat berbudaya sebagai padanan kata Civil Society
adalah sebagai lawan masyarakat liar. Masyarakat berbudaya merujuk pada masyarakat yang
saling menghargai nilai-nilai sosial kemanusiaan (termasuk dalam kehidupan sosial, budaya,
politik dan ekonomi). Sementara, istilah masyarakat madani merujuk pada Madinah, sebuah
kota yang sebelumnya bernama Yastrib di wilayah Arab, di mana masyarakat Islam di
bawah kepemimpinan Nabi Muhammad di masa lalu pernah membangun peradaban yang
tinggi. Lihat, Muhammad A. S. Hikam, Demokrasi dan Civil Society, (LP3ES, Jakarta, 1999),
hlm. 15. Diskusi Keilmuan Maka, simbiosis antara pesantren dengan masyarakat ini
kemudian dikenal sebagai konsep penguatan civil society,8 dimana tugas
pokok Kiai dan pesantren adalah mendorong masyarakat agar lebih
memahami dirinya, karena pemahaman tersebut akan menghantarkan
mereka untuk membangun dan menemukan jati diri dan dunia ini,
sesuai dengan konsep yang dikehendaki oleh Sang Maha Pencipta, dan
yang pasti juga selaras dengan kemaslahatan masyarakat/sosial. 8 Civil Society disamping dimaknai masyarakat sipil, padanan kata lainnya yang sering
digunakan adalah masyarakat beradab atau masyarakat berbudaya, masyarakat kewargaan
dan masyarakat madani. Maksud masyarakat berbudaya sebagai padanan kata Civil Society
adalah sebagai lawan masyarakat liar. Masyarakat berbudaya merujuk pada masyarakat yang
saling menghargai nilai-nilai sosial kemanusiaan (termasuk dalam kehidupan sosial, budaya,
politik dan ekonomi). Sementara, istilah masyarakat madani merujuk pada Madinah, sebuah
kota yang sebelumnya bernama Yastrib di wilayah Arab, di mana masyarakat Islam di
bawah kepemimpinan Nabi Muhammad di masa lalu pernah membangun peradaban yang
tinggi. Lihat, Muhammad A. S. Hikam, Demokrasi dan Civil Society, (LP3ES, Jakarta, 1999),
hlm. 15. Ainun Najib | 35
Jurnal Pengabdian Masyarakat V o l . 3 N o . 1 , A p r i l 2 0 2 1 ISSN
: 2656-5161
e-ISSN : 2686-0643
As-sidanah ISSN
: 2656-5161
e-ISSN : 2686-0643
As-sidanah Kesimpulan Melalui kegiatan pendampingan ini, diharapkan agar Universitas
Ibrahimy
Sukorejo
tetap
mengembangkan
pengabdian
pada
masyarakat,
khususnya
yang
berkaitan
dengan
penguatan
pembangunan mental spiritual masyarakat, khususnya di kalangan para
pemuda, sebagai generasi perjuangan bangsa. Dengan tetap menjalin
keterlibatan
stakeholders
dari
berbagai
pihak
yang
dapat
mempermudah terlaksananya program pengabdian kepada masyarakat
secara baik dan terus berkesinambungan. Demikian sebagai bahan
laporan dan bukti tertulis pelaksanaan kegiatan pengabdian kepada
masyarakat di desa Sumberejo Kecamatan Banyuputih Kabupaten
Situbondo yang dilaksanakan dalam bentuk pendampingan bagi para
pemuda desa Sumberejo untuk meningkatkan mental spiritual melalui
Majelis Dzikir Basmalah. Sudiyono, dkk., Strategi Pembelajaran Partisipatori, UIN-Malang Press,
Malang, 2006 Daftar Pustaka A. S. Hikam, Demokrasi dan Civil Society, LP3ES Jakarta:, 1999. Abdullah Faisal, dkk., Metode & Teknik Kuliah Kerja Nyata Transformatif;
Implementasi Participatory Action Research (PAR) & Participatory
Rural Appraisal (PRA) untuk Aksi Perubahan Sosial, P3M STAIN
Surakarta, 2006. Ainun Najib, dkk. Peradaban Sukorejo, Ikhtisar Perjalanan Satu Abad
Pondok Pesantren Salafiyah Syafi’iyah Sukorejo Situbondo, Tim
Penelitian Panitia Satu Abad P2S2, Sukorejo Situbondo, 2014. Ainun Najib, dkk. Peradaban Sukorejo, Ikhtisar Perjalanan Satu Abad
Pondok Pesantren Salafiyah Syafi’iyah Sukorejo Situbondo, Tim
Penelitian Panitia Satu Abad P2S2, Sukorejo Situbondo, 2014. Ainun Najib | 36
Jurnal Pengabdian Masyarakat V o l . 3 N o . 1 , A p r i l 2 0 2 1 V o l . 3 N o . 1 , A p r i l 2 0 2 1 ISSN
: 2656-5161
e-ISSN : 2686-0643 As-sidanah Ainun Najib, Pengembaraan Terakhir, Sejarah dan Perjuangan KHR. Syamsul Arifin, Pena Salsabila, Jember, 2016. Anju Dwivedi, Metodologi Pelatihan Partisipatif, Pondok Edukasi,
Yogyakarta, 2003. Hasyim Asy’ari, Adab al-‘Alim wa al-Muta’allim, Maktabah At-Turats Al-
Islamy, Tebuireng Jombang: 1415 H. Kecamatan Banyuputih dalam Angka 2019, Badan Pusat Statistik
Kabupaten Situbondo. KH. MA. Sahal Mahfudh, Nuansa Fiqih Sosial, LKiS, Yogyakarta: 2003. M. Hasan Basri, KHR. As’ad Syamsul Arifin, Riwayat Hidup dan
Perjuangannya, CV. Sahabat Ilmu, Surabaya, 1994. Profil
Desa
Sumberejo
Banyuputih
Situbondo,
https://opensid.sumberejo.id/. Sudiyono, dkk., Strategi Pembelajaran Partisipatori, UIN-Malang Press,
Malang, 2006 V o l . 3 N o . 1 , A p r i l 2 0 2 1 V o l . 3 N o . 1 , A p r i l 2 0 2 1 ISSN
: 2656-5161
e-ISSN : 2686-0643
As-sidanah ISSN
: 2656-5161
e-ISSN : 2686-0643
As-sidanah As-sidanah JURNAL V o l . 3 N o . 1 , A p r i l 2 0 2 1 V o l . 3 N o . 1 , A p r i l 2 0 2 1
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https://openalex.org/W4213092191
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https://www.researchsquare.com/article/rs-1334726/latest.pdf
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English
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Identification of molecular subtypes and a novel prognostic model of diffuse large B-cell lymphoma based on a metabolism-associated gene signature
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Research Square (Research Square)
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Identification of molecular subtypes and a novel
prognostic model of diffuse large B-cell lymphoma
based on a metabolism-associated gene signature
Jing He
Nantong University Affiliated Hospital: Affiliated Hospital of Nantong University
Ziwei Chen
Nantong University Affiliated Hospital: Affiliated Hospital of Nantong University
Qingfeng Xue
Nantong University Affiliated Hospital: Affiliated Hospital of Nantong University
Pingping Sun
Nantong University Affiliated Hospital: Affiliated Hospital of Nantong University
Yuan Wang
Nantong University Affiliated Hospital: Affiliated Hospital of Nantong University
Cindy(Xinyi) Zhu
UCLA: University of California Los Angeles
Wenyu Shi
(
shiwenyu@hotmail.com
)
Affiliated Hospital of Nantong University
https://orcid.org/0000-0002-2371-3332
Research Article
Keywords: diffuse large B-cell lymphoma, metabolism, molecular subtype, prognosis, immune
microenvironment
Posted Date: February 18th, 2022
DOI: https://doi org/10 21203/rs 3 rs-1334726/v1 Identification of molecular subtypes and a novel
prognostic model of diffuse large B-cell lymphoma
based on a metabolism-associated gene signature
Jing He
Nantong University Affiliated Hospital: Affiliated Hospital of Nantong University
Ziwei Chen
Nantong University Affiliated Hospital: Affiliated Hospital of Nantong University
Qingfeng Xue
Nantong University Affiliated Hospital: Affiliated Hospital of Nantong University
Pingping Sun
Nantong University Affiliated Hospital: Affiliated Hospital of Nantong University
Yuan Wang
Nantong University Affiliated Hospital: Affiliated Hospital of Nantong University
Cindy(Xinyi) Zhu
UCLA: University of California Los Angeles
Wenyu Shi
(
shiwenyu@hotmail.com
)
Affiliated Hospital of Nantong University
https://orcid.org/0000-0002-2371-3332
Research Article
Keywords: diffuse large B-cell lymphoma, metabolism, molecular subtype, prognosis, immune
microenvironment
Posted Date: February 18th, 2022
DOI: https://doi org/10 21203/rs 3 rs-1334726/v1 Background: Diffuse large B cell lymphoma (DLBCL) is the most common lymphoma in adults. Metabolic
reprogramming in tumors is closely related to the immune microenvironment. This study aimed to explore
the interactions between metabolism-associated genes (MAGs) and DLBCL prognosis and their potential
associations with the immune microenvironment. Conclusions: The molecular subtypes and a risk model based on MAGs proposed in our study are both promising
prognostic stratification tools in DLBCL, which may provide novel insights for developing accurate
targeted cancer therapies. Results: Consensus clustering divided DLBCL patients into two metabolic subtypes with significant differences in
prognosis and the immune microenvironment. Poor prognosis was associated with an
immunosuppressive microenvironment. A prognostic risk model was constructed based on 14 MAGs and
it was used to classify the patients into two risk groups; the high-risk group had poorer prognosis and an
immunosuppressive microenvironment characterized by low immune score, low immune status, high
abundance of immunosuppressive cells, and high expression of immune checkpoints. Cox regression,
ROC curve analysis, and a nomogram indicated that the risk model was an independent prognostic factor
and had a better prognostic value than the International Prognostic Index (IPI) score. The risk model
underwent multiple validations and the verification of the two hub genes in TMA indicated consistent
results with the bioinformatics analyses. Methods: Gene expression and clinical data on DLBCL patients were obtained from the GEO database. Metabolism-
associated molecular subtypes were identified by consensus clustering. A prognostic risk model
containing 14 MAGs was established using Lasso-Cox regression in the GEO training cohort. It was then
validated in the GEO internal testing cohort and TCGA external validation cohort. GO, KEGG and GSVA
were used to explore the differences in enriched pathways between high- and low-risk groups. ESTIMATE,
CIBERSORT, and ssGSEA analyses were used to assess the immune microenvironment. Finally, WGCNA
analysis was used to identify two hub genes among the 14 model MAGs, and they were preliminarily
verified in our tissue microarray (TMA) using multiple fluorescence immunohistochemistry (mIHC). Research Article Keywords: diffuse large B-cell lymphoma, metabolism, molecular subtype, prognosis, immune
microenvironment Posted Date: February 18th, 2022 DOI: https://doi.org/10.21203/rs.3.rs-1334726/v1 License:
This work is licensed under a Creative Commons Attribution 4.0 International
License. Read Full License License:
This work is licensed under a Creative Commons Attribution 4.0 International
License. R
d F ll Li Page 1/28 Page 1/28 Introduction Diffuse large B-cell lymphoma (DLBCL) is the most common type of non-Hodgkin's lymphoma. About
60% of DLBCL patients experience effective remission after standard R-CHOP regimens. However, Page 2/28 approximately 30–40% of patients eventually relapse and 10% are primary refractory cases [1]. The
International Prognostic Index (IPI), which is widely used to evaluate the prognosis of DLBCL, mainly
depends on traditional clinicopathological features but does not consider the molecular characteristics
and microenvironmental differences in lymphoma. Given that DLBCL is a highly heterogeneous tumor,
having the same clinicopathological features does not always lead to the same prognosis [2]. Therefore,
IPI score is not sufficient to accurately predict the prognosis [3]. It is necessary for us to develop new
strategies to identify risk among DLBCL patients more reliably, so as to personalize treatment strategies. Recent studies have shown that risk models based on multi-gene expression are a reliable choice [4–6]. Metabolic reprogramming is regarded as a key hallmark of tumor malignancy. Tumors reprogram
metabolic pathways to meet the high metabolic needs of the malignant cells and maintain tumor growth
and proliferation [7]. Growing data suggest that metabolism-associated genes (MAGs) are highly
expressed in a variety of tumor tissues and are directly involved in tumorigenesis, progression, and
treatment responses [8, 9]. Therefore, MAGs are considered promising diagnostic markers and potential
therapeutic targets. In addition, recent studies have focused on the relationship between metabolism and
survival: pan-cancer studies have indicated that tumor subtypes with different MAG expression patterns
lead to significantly different survival [10, 11]. Moreover, several risk models based on MAGs have been
proposed for breast cancer [6], colorectal cancer [12], gastric cancer [13] and osteosarcoma [14]. However,
the value of MAGs in DLBCL subtype identification and prognostic prediction remains unclear. The tumor microenvironment, as the hotbed of the tumor, has significant immune cell infiltration. In
accordance with the complexity of the tumor microenvironment, immune cells recruited to the tumor
tissues have dual tumor-promoting and tumor-antagonizing characteristics [15]. The immune
microenvironment plays a key role in tumor development and treatment. Studies have shown that
metabolic reprogramming is closely related to the tumor immune microenvironment [16]. Metabolites
derived from tumor cells can influence the composition and distribution of cells in the immune
microenvironment in many ways, ultimately leading to immune dysfunction and tumor progression [17]. Introduction For example, metabolic reprogramming can affect the differentiation subtypes and functions of T cells
and the polarization and function of macrophages [18]. However, studies on the relationship between
MAGs and the immune microenvironment in DLBCL remain limited. In the present study, we used multiple bioinformatics methods to comprehensively analyze MAGs,
identified metabolism-associated molecular subtypes in DLBCL patients, constructed a novel MAG-based
risk model evaluating the prognostic value of MAGs in DLBCL, and explored the relationships between
MAGs and the immune microenvironment. Finally, two hub genes in the risk model were selected and
verified using our own tissue microarray (TMA), and their potential utility as therapeutic targets and
diagnostic markers was discussed. Our study may provide new clues on mechanisms and metabolic
targets in DLBCL, and it may lay the foundation for accurate immunotherapy that targets metabolic
pathways in DLBCL. Construction and validation of a MAG-based risk model The 92 candidate MAGs related to prognosis were selected, and a prognostic model was constructed
using least absolute shrinkage and selection operator (LASSO) regression. The risk score formula (based
on the expression of each included gene weighted by its LASSO regression coefficient) was constructed
using the following format: risk score=∑n
i=1coef ∗geneexpression. Thereafter, the risk score of each The 92 candidate MAGs related to prognosis were selected, and a prognostic model was constructed
using least absolute shrinkage and selection operator (LASSO) regression. The risk score formula (based
on the expression of each included gene weighted by its LASSO regression coefficient) was constructed
using the following format: risk score=∑n
i=1coef ∗geneexpression. Thereafter, the risk score of each
patient was calculated. Using the median risk score as the cutoff, the training cohort was divided into
low- and high-risk groups. Survival curves were generated by the Kaplan–Meier method and the two
groups were compared using the log-rank test. A time-dependent receiver operating characteristic (ROC)
curve analysis was used to study the model prediction accuracy. Cox regression was used to assess the
independent prognostic value of the risk score and other clinicopathological features. To provide a
reference for predicting the prognosis of DLBCL patients, we used the "rms" R package to construct a
nomogram based on the risk score and clinicopathological features, and a calibration plot was used to
assess the prognostic ability of the nomogram. using the following format: risk score=∑i=1coef ∗geneexpression. Thereafter, the risk score of each
patient was calculated. Using the median risk score as the cutoff, the training cohort was divided into
low- and high-risk groups. Survival curves were generated by the Kaplan–Meier method and the two
groups were compared using the log-rank test. A time-dependent receiver operating characteristic (ROC)
curve analysis was used to study the model prediction accuracy. Cox regression was used to assess the
independent prognostic value of the risk score and other clinicopathological features. To provide a
reference for predicting the prognosis of DLBCL patients, we used the "rms" R package to construct a
nomogram based on the risk score and clinicopathological features, and a calibration plot was used to
assess the prognostic ability of the nomogram. Methods Page 3/28 Page 3/28 Data sources and preprocessing The GSE10846 Series Matrix File data were downloaded from the National Center for Biotechnology
Information (NCBI) Gene Expression Omnibus (GEO) database (the annotation platform was GPL570). The data of 412 DLBCL patients with a complete mRNA expression profile and survival time >0 was
extracted from the GSE10846 dataset. Additionally, data on DLBC were downloaded from The Cancer
Genome Atlas (TCGA) database (https://portal.gdc.cancer.gov/), and 47 DLBCL cases with a complete
mRNA expression profile and survival time >0 were obtained from the TCGA database. We randomly
divided (4:1 ratio) the 412 cases extracted from the GSE10846 dataset into a training cohort (n=330) and
a testing cohort (n=82). We used the GEO testing cohort as an internal validation cohort and the TCGA
dataset (n=47) as an external validation cohort to evaluate the predictive efficacy and robustness of the
prognosis-associated risk model. Relevant grouping information and clinicopathological features are
shown in Table 1. Identification of metabolism-associated subtypes MAGs were obtained from the GeneCards database (https://www.genecards.org/). We identified 92
candidate prognosis-related MAGs in GSE10846 by univariate Cox regression. Based on the 92 MAGs, the
412 patients were divided into subgroups with different metabolic expression patterns by consensus
clustering using the "ConsensusClusterPlus" R package, and unbiased and unsupervised outcomes were
obtained. Immune analyses The Estimation of Stromal and Immune cells in Malignant Tumor tissues using Expression data
(ESTIMATE) method was performed to calculate the stromal score, immune score, ESTIMATE score, and
tumor purity. Next, the Cell-type Identification By Estimating Relative Subsets Of RNA Transcripts
(CIBERSORT) algorithm was used to analyze the RNA-Seq data of DLBCL patients in order to determine Page 4/28 Page 4/28 the relative proportions of 22 infiltrating immune cells. Furthermore, to quantify the immune cell
infiltration in each sample, single-sample Gene Set Enrichment Analysis (ssGSEA) was used to assess the
enrichment of 28 immune cells in the tumor samples. We then calculated the correlations between the
risk score and immune regulatory genes, especially immune checkpoints. the relative proportions of 22 infiltrating immune cells. Furthermore, to quantify the immune cell
infiltration in each sample, single-sample Gene Set Enrichment Analysis (ssGSEA) was used to assess the
enrichment of 28 immune cells in the tumor samples. We then calculated the correlations between the
risk score and immune regulatory genes, especially immune checkpoints. Drug sensitivity analysis and construction of competing
endogenouse RNA (ceRNA) network Based on the Genomics of Drug Sensitivity in Cancer (GDSC) database (https://www.cancerrxgene.org/),
which is the largest pharmacogenomics database, we used the "pRRophetic" R package to predict the
chemotherapy sensitivity of each tumor sample. The estimated half-maximal inhibitory concentration
(IC50) value of each chemotherapy drug was obtained by regression, and the accuracy of regression and
prediction was tested by cross-validation with GDSC training set for 10 times. All parameters were
selected as default values, including "combat" for removing batch effect and the average value of
repeated gene expression. Furthermore, we used FunRich (v3.1.3) and NPInter (v4.0) to construct a ceRNA
network based on the model genes. Gene Set Variation Analysis (GSVA) and functional
enrichment analyses GSVA is a non-parametric and unsupervised method for evaluating the enrichment of gene sets in relation
to mRNA expression data. In this study, gene sets were downloaded from the Molecular Signatures
Database (v7.0). Each gene set was comprehensively scored by the GSVA algorithm, and the potential
differences in biological functions between the high- and low-risk groups were evaluated. Additionally, to
explore the functions of the prognosis-associated MAGs, the "ClusterProfiler" R package was used to
annotate the genes with their predicted functions based on Gene Ontology (GO) terms and Kyoto
Encyclopedia of Genes and Genomes (KEGG) pathways. GO terms and KEGG pathways with p and q
values <0.05 were deemed statistically significant. Fluorescence-based multiplex immunohistochemistry
(mIHC) staining The DLBCL TMA slides were stained with multiplex fluorescence by using the Opal 7-color Manual IHC Kit
(PerkinElmer, MA). After dewaxing by xylene and rehydration by ethanol, slides were heated in a
microwave with AR6 Buffer (AR600, AKOYA) and AR9 Buffer (AR900, AKOYA) for antigen retrieval. The
slides were incubated with primary antibodies overnight at 4°C and then incubated with secondary
antibody for 10min at room temperature. At last, we used 4',6-diamidino-2-phenylindole (DAPI; F6057,
Sigma) to stain the nuclei and seal the slides. Imaging was achieved using the Vectra 3.0 Automated
Quantitative Pathology Imaging System. Tumor and stroma images were captured at ×20 magnification. Finally, the staining was scored by inForm® Cell Analysis software based on the intensity and degree of
staining. The primary antibodies used in this study were as follows: rabbit anti-PHKA1 (24279-1-AP, Proteintech),
rabbit anti-PLTP (ab282456, Abcam), rabbit anti-CD163 (93498, Cell Signaling Technology), rabbit anti-
CD68 (76437, Cell Signaling Technology), rabbit anti-CD11B (49420, Cell Signaling Technology), mouse
anti-CD66b (ARG66287, Arigobio), rabbit anti-PD-1 (86163, Cell Signaling Technology) and rabbit anti-PD-
L1 (13684, Cell Signaling Technology). The secondary antibody was Opal™ polymer HRP Ms+Rb
(ARH1001EA, Perkin Elmer). Weighted Gene Co-expression Network Analysis (WGCNA) Weighted Gene Co-expression Network Analysis (WGCNA) To identify the hub genes among the 14 model genes, we used the WGCNA algorithm. After constructing
a weighted gene co-expression network, the gene co-expression modules were identified, and the
correlations between gene network and clinical phenotype were explored. The WGCNA-R package was
used to construct the co-expression network of all genes in the GSE10846 dataset, and the genes with
variance within the first 5000 were identified by the algorithm for subsequent analysis. The soft-threshold
β was determined by the function " sft$powerEstimate". The weighted adjacency matrix was transformed
into a topological overlap matrix (TOM) to estimate the network connectivity, with hierarchical clustering
being used to construct the clustering tree structure of the TOM. Different branches of the clustering tree
represented different gene modules, and different colors represented different modules. Tens of
thousands of genes were classified into modules based on having similar expression patterns (using their
weighted correlation coefficients). thousands of genes were classified into modules based on having similar expression patterns (using their
weighted correlation coefficients). Page 5/28 Page 5/28 Page 5/28 TMA tissue samples The DLBCL TMA contained 104 DLBCL tissues and 28 reactive hyperplasia tissues (from cases with the
same gender ratio and age range) collected from 2008 to 2015. It was prepared by the Department of
Clinical Biobank of the Affiliated Hospital of Nantong University. Clinicopathological data, including
gender, age, B symptoms, Ann Arbor stage, hemoglobin (Hb) level, serum lactate dehydrogenase (LDH)
level, IPI score were collected. In addition, X-tile 3.6.1 software was performed to determine the optimal
cutoff values for two hub genes expression. This study was a retrospective study, and the informed
consent of all patients was obtained before the study. The Ethics Committee of the Affiliated Hospital of
Nantong University approved this research Statistical analysis Survival curves were generated by the Kaplan–Meier method and compared using the log-rank test. Multivariate Cox proportional hazards regression was used to identify independent prognostic factors. All
statistical analyses were performed in R software (v4.0). All statistical tests were two tailed, and P<0.05
was considered statistically significant. Identification of prognosis-associated MAGs in DLBCL Page 6/28 The whole study process is depicted in the flow chart in Fig. 1. First, we obtained 958 MAGs from the
GeneCards database by using “metabolism” as the search term and setting the relevance score >5. Second, DLBC mRNA expression data (Fragments Per Kilobase of transcript per Million mapped reads
[FPKM]) in the GSE10846 dataset was downloaded, and 877 MAGs were extracted (based on the 958
MAGs identified using GeneCards). To identify the prognosis-associated genes among the 877 MAGs, we
used prognostic data on DLBCL patients and obtained 92 prognosis-associated MAGs by univariate Cox
regression (p<0.001) (Fig. S1). Identifying metabolism-associated molecular subgroups
and differences in prognosis and the immune
microenvironment between subgroups Identifying metabolism-associated molecular subgroups
and differences in prognosis and the immune
microenvironment between subgroups Based on the expression patterns of 92 prognosis-associated MAGs, we used consensus clustering to
cluster the 412 patients in the GSE10846 dataset into different metabolism-associated molecular
subgroups. By increasing the clustering variable (k) from 2 to 5, we found that consensus clustering was
most stable when k=2 (Fig. 2A). This indicated that DLBCL patients could be readily divided into two
clusters, with 183 patients in cluster 1 and 229 patients in cluster 2. Heatmap visualization showed
significant differences in the expression of the 92 MAGs between the two clusters (Fig. 2B). Survival
analysis showed that the overall survival in the two clusters was different, with cluster 1 patients having a
significantly worse prognosis than cluster 2 patients (Fig. 2C). In addition, the CIBERSORT algorithm was
used to evaluate the differences in immune cell infiltration between the two clusters. The abundances of
infiltrating immune cells between clusters are shown in Fig. S2, and the quantitative analysis
demonstrated that there were significant differences. Patients in cluster 1 had a high infiltration of
immunosuppressive cells (Tregs, NK cells resting, mast cells activated) and a low infiltration of
immunopositive cells (T cells gamma delta, T cells CD4 memory activated, monocytes, dendritic cells
resting), while cluster 2 showed the opposite trends (Fig. 3A). Analysis of the differences in the
expression of immune checkpoints between the two clusters showed that ADORA2A, CD244, CD274,
CSF1R, CTLA4, HAVCR2, KIR2DL1, KIR2DL3, LAG3, LGALS9, PDCD1, TGFB1, TGFBR1, and VTCN1
expression levels were significantly higher in cluster 1 than in cluster 2 (Fig. 3B). Cluster 1 patients had an
immunosuppressive tumor microenvironment, which was in accordance with their poor prognosis. These
findings indicate that the expression of MAGs is related to the prognosis and the immunosuppressive
microenvironment in DLBCL patients. Construction and validation of a prognosis-associated risk
model composed of 14 MAGs Based on the MAGs identified in univariate Cox regression analyses, we selected 14 MAGs by LASSO
regression in order to construct a metabolism-associated prognosis risk model (Fig. 5A–C and Table 2). The 412 GEO patients were randomly divided (4:1 ratio) into a training cohort (n=330) and a testing
cohort (n=82). After constructing the model, the risk score of each DLBCL patient in the training cohort
was computed based on the following formula: risk score = NR3C1×(-0.285969433071478) +
IGFBP3×(-0.16695536054869) + RARRES2×(-0.14291303044122) + F5×(-0.0961037965837689) +
APOC1×(-0.0768487272489624) + CSF2RA×(-0.056110125649913) + ENPP1×(-0.0221430402174049)+
GYG1×0.0449620982512186 + PHKA1×0.0693510636252306 + CPT1A×0.0752116074259248 +
PDK4×0.0767229743647787 + CLOCK×0.0858851468938173 + CTH×0.108708800807851 +
PLTP×0.16013617077787. Patients were divided into high- and low-risk groups according to the median
risk score. The distribution of risk score, survival status, and the expression of the 14 MAGs in the training
cohort are depicted in Fig. 5D. The results indicated that patients in the high-risk group were more likely to
exhibit high expression of risk genes (hazard ratio >1; GYG1, PHKA1, CPT1A, PDK4, CLOCK, CTH, and
PLTP), while patients in the low-risk group tended to exhibit high expression of protective genes (hazard
ratio <1; NR3C1, IGFBP3, RARRES2, F5, APOC1, CSF2RA, and ENPP1). Additionally, Kaplan–Meier curves
indicated that the DLBCL patients in the high-risk group had significantly worse overall survival (OS)
(Fig. 5F). The area under the curve (AUC) values of the ROC curves for 1-, 2-, and 3-year OS were 0.79,
0.81, and 0.81, respectively (Fig. 5H), demonstrating the great predictive performance of the prognosis-
associated risk model. Next, we used the GEO testing cohort as an internal validation cohort and the TCGA dataset as an
external validation cohort to evaluate the prediction performance and robustness of the prognosis-
associated risk model. Using the same formula, we obtained consistent results in the testing cohort,
which confirmed the robustness of the risk model. The risk score distribution and gene expression profiles
are shown in Fig. 5E. OS was significantly worse in the high-risk group than the low-risk group (Fig. 5G). The AUCs for 1-, 2-, and 3-year OS were 0.79, 0.83 and 0.81, respectively (Fig. 5I). In addition, the TCGA
results concurred with the GEO training cohort results. The risk score distribution and gene expression
profile are shown in Fig. 6A. Patients with higher risk scores had worse OS (Fig. 6B). Functional enrichment analyses of prognosis-associated
MAGs and construction of transcriptional regulatory
network By performing GO and KEGG analyses of the 92 prognosis-associated MAGs, we found that they were
significantly enriched in many key metabolic and biosynthetic pathways. GO analysis indicated that the
MAGs were enriched in small molecule catabolic process, cofactor biosynthetic process, cofactor
metabolic process, vitamin metabolic process, and monosaccharide metabolic process (Fig. 4A). KEGG Page 7/28 Page 7/28 analysis revealed similar pathways, including biosynthesis of cofactors, starch and sucrose metabolism,
central carbon metabolism in cancer, fatty acid degradation, and biosynthesis of amino acids (Fig. 4B). Furthermore, we used Cytoscape software to construct a protein–protein interaction network of these
prognostic MAGs (Fig. 4C). analysis revealed similar pathways, including biosynthesis of cofactors, starch and sucrose metabolism,
central carbon metabolism in cancer, fatty acid degradation, and biosynthesis of amino acids (Fig. 4B). Furthermore, we used Cytoscape software to construct a protein–protein interaction network of these
prognostic MAGs (Fig. 4C). Clinical correlations and independent prognosis analysis of
risk score To identify whether the risk score was related to clinicopathological features, we compared the risk scores
between groups divided based on clinical features, as shown in box plots in Fig. 7A–G. Using Kruskal–
Wallis rank sum tests, we found that the risk score significantly differed by age, Eastern Cooperative
Oncology Group (ECOG) status, stage, lactate dehydrogenase (LDH) level, and IPI score (Fig. 7A–E), but it
was not related to gender or extranodal sites (Fig. 7F–G). These results indicated that the risk score had
good clinical value for classifying DLBCL samples. In addition, univariate and multivariate Cox regression indicated that risk score was an independent
prognostic factor in DLBCL (Fig. 8A). Next, we constructed a prognostic nomogram that integrated the
risk score and all significant clinical features. Nomograms can be used to quantitatively predict the
prognosis of patients, providing a reference for clinical decision-making. The nomogram demonstrated
that the risk score contributed the most to the prognosis, more than the IPI score and other clinical
features (such as age, stage, ECOG status, and LDH level) (Fig. 8B). Additionally, the calibration curves for
3- and 5-year OS indicated high consistency between the nomogram predictions and actual observations
(Fig. 8C). These findings confirmed that the risk score was a satisfactory prognostic tool for use in
DLBCL. Instinctively, we would compare it with the current widely used scoring system, IPI score. Time-
dependent ROC curve analysis was further used to determine which scoring system best predicted the OS
of DLBCL patients. The AUC of the risk score for predicting 1-year OS (AUC=0.799) was significantly
higher than that of IPI score (AUC=0.631) (Fig. 8D). This demonstrated that the risk score was superior to
the IPI score regarding survival prediction accuracy in DLBCL. Construction and validation of a prognosis-associated risk
model composed of 14 MAGs The AUCs for 1-, 2-,
and 3-year OS were 0.78, 0.61, and 0.61, respectively, indicating that the risk model had a strong
prognostic value for DLBCL patients in the TCGA validation cohort (Fig. 6C). In conclusion, these results
confirmed that the risk model had a robust and accurate ability to predict OS. Page 8/28 Page 8/28 Relationship between risk score and immune
microenvironment The tumor immune microenvironment significantly affects the therapeutic effect and prognosis of tumor. We assessed the relationship between the risk score and the tumor immune microenvironment in DLBCL
by multiple immune analyses. The ESTIMATE results indicated that the patients in the high-risk group
had significantly lower stromal and ESTIMATE scores, and higher tumor purity, than those in the low-risk
group (Fig. 9A). The ssGSEA was used to assess the immune status of the two groups, which suggesting
that the DLBCL patients in the high-risk group had a relatively low immune status (Fig. 9B), which was
consistent with the ESTIMATE results. In addition, the results of the CIBERSORT analysis revealed that
there were significant differences in most infiltrating immune cells (Fig. S3). The high-risk group was
associated with significantly increased abundances of B cells naive, monocytes, macrophages M2, NK
cells resting, NK cells activated, and significantly decreased abundances of T cells CD4 naive, T cells
follicular helper, T cells gamma delta, macrophages M0 and dendritic cells resting, while the low-risk
group showed the opposite trends (Fig. 9C). Higher abundance of immunosuppressive cells and lower
abundance of immunopositive cells in the high-risk group indicated an immunosuppressive tumor
microenvironment, which was consistent with the poor prognosis. Page 9/28 Page 9/28 Additionally, we further explored the correlations between the risk score and immune cell content. The
results showed that the risk score was positively correlated with macrophages M2, T cells CD4 naive,
monocytes, B cells naïve, NK cells resting, and negatively correlated with T cells gamma delta,
macrophages M0 and T cells follicular helper (Fig. 9D). Additionally, we further explored the correlations between the risk score and immune cell content. The
results showed that the risk score was positively correlated with macrophages M2, T cells CD4 naive,
monocytes, B cells naïve, NK cells resting, and negatively correlated with T cells gamma delta,
macrophages M0 and T cells follicular helper (Fig. 9D). Thereafter, the immune-regulatory genes were further analyzed, and the differences in the expression
levels of immune-related chemokines, immunosuppressants, immunostimulants, major
histocompatibility complex (MHC) factors, and immune receptors between the high- and low-risk groups
are shown in a heatmap (Fig. 10A). As immune cell dysfunction and immunosuppressive
microenvironments are characterized by high expression of immune checkpoint-related transcripts, we
subsequently focused on the differences in immune checkpoint expression levels and their correlations
with the risk score. Relationship between risk score and immune
microenvironment The results showed that the expression levels of ADORA2A, CD274, CSF1R, IL10,
KIR2DL1, KIR2DL3, LGALS9, and TGFB1 were significantly higher in the high-risk group than the low-risk
group (Fig. 10B). The correlations between the risk score and the expression of immune checkpoints
showed that the risk score was positively correlated with the expression of CD274, CSF1R, KIR2DL1,
KIR2DL3, LGALS9, and PVRL2, and negatively correlated with the expression of CD96, PDCD1LG2,
TGFBR1, and TIGIT (Fig. 10C). The significantly increased expression of most immune checkpoints in the
high-risk group further confirmed that the poor prognosis of high-risk patients was partly related to the
immunosuppressive microenvironment. Based on these results, we can reasonably assume that the
immunosuppressive microenvironments (characterized by low immune scores, low immune status, high
abundance of immunosuppressive cells, and high expression of immune checkpoints) led to poor
prognosis in the high-risk group. This is also consistent with our immune analysis of metabolism-
associated molecular subtypes. Therefore, the risk model based on 14 MAGs is related to the
immunosuppressive microenvironment of DLBCL, and abnormal immune cell infiltration and differential
expression of immune checkpoints can be used as prognostic indicators and targets of immunotherapy,
which is clinically significant. Screening for hub genes in the risk model by WGCNA To identify the most critical genes among the 14 model genes for further experimental verification, the
WGCNA algorithm was applied. We constructed a weighted gene co-expression network based on the
GSE10846 dataset to explore the important regulatory genes (Fig. 13A) in DLBCL. The soft-threshold was
set to 1 (Fig. 13B). Next, based on the TOM, three gene modules were identified, namely, the blue (208),
brown (151) and turquoise (4641) modules. Correlation analyses between the modules and clinical
phenotypes (using the high- and low-risk groups based on patients' risk scores) showed that the turquoise
module had the highest correlation (cor=0.4, p=2e-17) (Fig. 13C). To identify the hub genes among the 14
model genes, we identified the overlapping genes between the turquoise module and the 14 model genes. This led to two hub genes being identified: PLTP and PHKA1 (Fig. 13D). We then explored the relevance of
these two hub genes regarding infiltrating immune cells and immune checkpoints, and found that both
hub genes were positively correlated with the infiltration of M2 macrophages and the expression of most
immune checkpoints (such as PD-1, PD-L1 and LAG3) (Fig. 16A and Fig. 17A). The potential mechanism
of these two hub genes in DLBCL deserves further verification and discussion. Heterogeneity of drug sensitivity and signaling pathways in
high- and low- risk groups Based on the drug sensitivity data from the GDSC database, we used the "pRRophetic" R package to
predict the drug sensitivity of each patient. Gemcitabine, vinblastine, and metformin had lower IC50
values in the high-risk group, while cisplatin and etoposide had higher IC50 values in the high-risk group
(Fig. 11A). Furthermore, to explore the discrepancies in signaling pathways between the high- and low-risk
groups, GSVA was performed. As shown in Fig. 11B, the differentially enriched signaling pathways
between the two groups mainly involved the unfolded protein response, xenobiotic metabolism, KRAS
signaling, glycolysis, TGF beta signaling, epithelial–mesenchymal transition, and heme metabolism. The
GSVA results suggest that disturbances in these signaling pathways may worsen the prognosis of DLBCL
patients in the high-risk group compared to the low-risk group. Page 10/28 To further understand how the 14 MAGs in the risk model regulate mRNA expression by acting as miRNA
sponges in DLBCL, we constructed a ceRNA network based on the 14 MAGs. Using FunRich to reverse
predict miRNAs based on the 14 MAGs, 57 miRNAs and 130 mRNA-miRNA interactions were identified. Subsequently, using NPInter to reverse predict lncRNAs, 7395 mRNA-miRNA-lncRNA interactions were
obtained. Finally, a ceRNA network related to the 14 genes was successfully constructed (Fig. 12A). These data may provide clues for identifying the regulatory mechanism of the 14 MAGs in DLBCL. Screening for hub genes in the risk model by WGCNA Experimental verification of hub gene expression and their
relationships with prognosis and the immune
microenvironment in the DLBCL TMA cohort Next, we preliminarily verified the two hub genes using mIHC in our own TMA cohort. First, we compared
DLBCL tissues with benign reactive hyperplasia tissues, and we found that the expression levels of PLTP
and PHKA1 were both significantly increased in DLBCL patients (Fig. 14A and Fig. 15A). Next, X-tile
analysis of 5-year OS was performed using the TMA cohort to determine the optimal cutoff values for
PLTP and PHKA1 expression. According to the optimal cutoff value for each gene, we divided the 104
DLBCL samples in the TMA cohort into high- and low-expression groups. Relevant grouping information
and clinicopathological features are shown in Tables 3-4. We then studied the differences in the tumor
immune microenvironment between the pairs of groups. Regarding PLTP, the high-expression group had
worse prognosis and higher infiltration of M2 macrophages and tumor-associated macrophages (TAMs)
compared to the low-expression group (Fig. 14B-D and Fig. 16B, D). Moreover, PLTP expression was
positively correlated with clinical stage (Table 3) and immune checkpoints PD-1 and PD-L1, but not
significantly correlated with LAG3 (Fig. 14E-G and Fig. 17B). Likewise, regarding PHKA1, the high-
expression group had worse prognosis and higher infiltration of M2 macrophages and TAMs compared Page 11/28 Page 11/28 to the low-expression group (Fig. 15B-D and Fig. 16C-D). Moreover, PHKA1 expression was positively
correlated with immune checkpoints PD-1 and PD-L1, but not significantly correlated with clinical features
and LAG3 (Fig. 15E-G and Fig. 17C). Finally, univariate and multivariate Cox regression analyses
indicated that PLTP and PHKA1 were both independent prognostic factors for patients with DLBCL
(Fig. 14H and Fig. 15H). Our verification results confirmed that these two genes were both overexpressed
in DLBCL tissues, and their expression levels were closely related to the prognosis and
immunosuppressive microenvironment of DLBCL. The conclusions were basically consistent with the
results of our bioinformatics analyses. Discussion As previously mentioned, in view of the close relationship between metabolic
reprogramming and the tumor immune microenvironment, we performed multiple immune analyses Page 12/28 Page 12/28 (ESTIMATE, ssGSEA, and CIBERSORT) to explore the differences in the immune landscape between the
high- and low- risk groups. As expected, the high-risk group had a poor prognosis and an
immunosuppressive microenvironment characterized by low immune score, low immune status, high
abundance of immunosuppressive cells, and high expression of immune checkpoints. The low-risk group
showed the opposite trend, with a better prognosis and a relatively immunopositive microenvironment. This is also consistent with our immune analysis of metabolism-associated molecular subtypes. An
increased risk score indicates a “cold tumor” [22], with attenuated immunotherapy effectiveness and an
immunosuppressive tumor microenvironment caused by metabolic reprogramming, which is consistent
with poor prognosis. These conclusions further indicated that MAGs might play important roles in the
altered immune response in DLBCL. (ESTIMATE, ssGSEA, and CIBERSORT) to explore the differences in the immune landscape between the
high- and low- risk groups. As expected, the high-risk group had a poor prognosis and an
immunosuppressive microenvironment characterized by low immune score, low immune status, high
abundance of immunosuppressive cells, and high expression of immune checkpoints. The low-risk group
showed the opposite trend, with a better prognosis and a relatively immunopositive microenvironment. This is also consistent with our immune analysis of metabolism-associated molecular subtypes. An
increased risk score indicates a “cold tumor” [22], with attenuated immunotherapy effectiveness and an
immunosuppressive tumor microenvironment caused by metabolic reprogramming, which is consistent
with poor prognosis. These conclusions further indicated that MAGs might play important roles in the
altered immune response in DLBCL. Notably, in the two groups with poor prognosis (cluster 1 and the high-risk group), in addition to the
increase in the abundance of immunosuppressive cells and the expression of immune checkpoints, there
was a significant increase in the infiltration of resting and activated NK cells. This is consistent with the
results of previous studies, that is, an increased abundance of activated NK cells is associated with poor
prognosis [23]. NK cell dysfunction is common in hematological cancer, and it is related to tumor immune
escape [24]. We also found that KIR2DL1 and KIR2DL3 [25], the common immune checkpoints on NK
cells, were also significantly overexpressed in cluster 1 and the high-risk group. Discussion The molecular heterogeneity of DLBCL brings great challenges to precision therapy. It is generally
accepted that the traditional IPI score cannot adequately predict the prognosis of DLBCL, and developing
more reliable strategies for subtype identification and risk stratification is urgent [3, 19]. In this study, we
identified two metabolism-associated molecular subtypes, and there were significant differences in
prognosis and the immune microenvironment between these two subtypes. In addition, we developed a
prognostic risk model based on 14 MAGs. We found that it was a powerful independent prognostic tool
with better predictive performance than the IPI score and was closely related to the immunosuppressive
microenvironment. Finally, we identified two hub genes among the model genes, and preliminarily verified
them in our own TMA cohort using mIHC. Our results may contribute to the development of accurate
immunotherapy for DLBCL that targets metabolic pathways. Consensus clustering is an unsupervised clustering method that can identify different molecular
subtypes according to a gene expression matrix [20]. Using consensus clustering, we identified two
metabolism-associated molecular subtypes, which had significant differences in prognosis and the
immune microenvironment. Compared to cluster 2, the prognosis of the patients in cluster 1 was poor,
accompanied by a high abundance of immunosuppressive cells and a general increase in the expression
of immune checkpoints, indicating an immunosuppressive microenvironment. This is consistent with
findings regarding other malignancies [6, 13, 14, 21]. As the consensus clustering was based on a MAG
expression matrix, we inferred that the expression of MAGs was related to the prognosis and
immunosuppressive microenvironment of DLBCL patients. To further evaluate the prognostic value of the MAGs, we established a 14-gene risk model in the GEO
training cohort by univariate Cox regression and LASSO regression. We then constructed a prognostic
nomogram that integrated the risk score based on this model and all significant clinical features. The risk
score effectively predicted prognosis in the GEO training cohort and was validated in a GEO internal
validation cohort and a TCGA external validation cohort. ROC curve analysis confirmed that the risk score
was superior to the traditional IPI score. Multiple validation methods indicated the robustness of the risk
model, and it is reasonable to believe that this risk model will be broadly applicable for individualized risk
management. Discussion In the future,
immunotherapy that blocks KIR2DL1/KIR2DL3 might reduce the abundance of activated NK cells. Most of the MAGs in the risk model have been reported to be associated with cancer. To identify the most
critical genes, i.e., the hub genes, among the 14 model genes for further experimental verification, we used
the WGCNA algorithm to select key genes and then identified the overlapping genes among these genes
and the model genes. As a result, we identified two hub genes: PLTP and PHKA1. The potential
mechanisms of these two hub genes in DLBCL deserve further discussion. Phospholipid transfer protein (PLTP) is a widely expressed lipid transfer protein that belongs to the
lipopolysaccharide (LPS)-binding/lipid transfer gene family. PLTP can promote the transfer of a series of
lipid molecules, including diacylglycerol, phosphatidic acid, sphingomyelin, phosphatidylcholine,
phosphatidylglycerol, brain glycosides, and phosphatidylethanolamine. These transport functions play an
important role in lipid and lipoprotein metabolism [26, 27]. PLTP is differentially expressed in many kinds
of tumors, such as prostate cancer [27], ovarian cancer [28], breast cancer [29], lung cancer [30], gastric
cancer [31] and glioma [32]. Such a wide range of cancer types with differential expression of PLTP
indicate that PLTP may be an important regulator of some common processes related to tumors. The phosphorylase kinase regulatory subunit alpha 1 (PHKA1) gene encodes the muscle-type isoform of
the PHK alpha subunit [33]. PHKA1 plays a key role in glycogen metabolism [34] and PHKA1 mutations
cause glycogen storage disease type 9D, also known as X-linked muscle glycogenosis [35]. However,
research on PHKA1 in tumors is still limited. Research has shown that PHKA1, as an important gene
related to glycogen metabolism, is related to the metastasis of prostate cancer [36]. In addition, the Page 13/28 increased expression of PHKA1 was associated with younger ages of gastrointestinal stromal tumor
patients [37]. We further preliminarily validated the two hub genes in our TMA cohort using mIHC, which can quantify
immune cells in the tumor microenvironment more objectively than traditional semi-quantitative methods
[38]. Our verification results confirmed that the two hub genes were both overexpressed in DLBCL tissues. Thereafter, using X-tile (a valuable tool for outcome-based cutoff optimization) [39] and the 5-year OS of
patients, we determined the optimal cutoff value for PLTP and PHKA1 expression. Discussion Based on each cutoff
value, we subdivided the DLBCL patients into high- and low-expression groups, and further studied the
differences in the tumor immune microenvironment between the pairs of groups. We found that the
prognosis of the high-expression groups was poorer, accompanied by an immunosuppressive
microenvironment characterized by higher abundances of immunosuppressive cells (M2 macrophages
and TAMs) and higher expression of immune checkpoints (PD-L1 and PD-1). Finally, univariate and
multivariate Cox regression analyses indicated that PLTP and PHKA1 were both independent prognostic
factors in DLBCL. These experimental results showed that high expression of the hub genes was closely
related to the prognosis and immunosuppressive microenvironment of DLBCL, which was consistent with
our bioinformatics analyses, and further verified the stability and accuracy of the risk model. Studies have shown that metabolic reprogramming is an important feature of immune cell activation. Immune cells have different metabolic characteristics, which affect their immune function [16, 18]. Macrophages, as the main immune-infiltrating cells in solid tumors, can polarize into inflammatory (M1)
or immunosuppressive (M2) phenotypes based on external stimuli. M1 macrophages have pro-
inflammatory and anti-tumor effects, while M2 macrophages have anti-inflammatory and pro-tumor
effects [40]. The metabolic reprogramming of tumors can affect the polarization process of
macrophages [41, 42]. For example, hypoxia and lactic acid accumulation can promote the production of
immunosuppressive M2 macrophages. The increase in tumor glycolysis produces a large amount of
lactic acid, and the accumulation of lactic acid drives macrophages toward the M2 phenotype. M2
macrophages overexpress arginase 1 (ARG1). ARG1 consumes L-arginine, which is necessary for
cytotoxic T lymphocytes to exert anti-tumor activity, and produces polyamines with strong
immunosuppressive effects [18, 43]. Additionally, hypoxia promotes tumor development by inducing the
production of angiogenic factors, mitogenic factors, and cytokines related to tumor metastasis in
macrophages [9]. Additionally, macrophages can undergo lipid-based metabolic reprogramming to
promote tumor progression via increased membrane cholesterol efflux [44, 45]. Moreover, M2
macrophages up-regulate fatty acid oxidation, mitochondrial respiration, and angiogenesis, thereby
promoting tumor progression [9, 46]. Our mIHC results also confirmed that M2 macrophages in DLBCL
patients with high metabolic gene expression were significantly increased. Therefore, M2 macrophages
may have potential as immunotherapy targets. Our study also showed that the expression of most immune checkpoints significantly increased with
increasing risk score, indicating an immunosuppressive microenvironment that was consistent with poor
prognosis. Recent research has shown that checkpoint signals regulate metabolism [18]. Conclusions In this study, we identified two metabolism-associated DLBCL subtypes and constructed a risk model
based on MAGs. Our risk model is related to the tumor immune microenvironment and prognosis of
DLBCL. This study provides a new 14-gene signature for predicting the prognosis of DLBCL, which may
facilitate personalized treatment strategies, and provides an important basis for further study on MAGs
and the immune microenvironment. Discussion For example, Page 14/28 Page 14/28 PD-L1 in tumor cells can activate the PI3K-Akt-mTOR pathway, stimulate glycolysis, and enhance glucose
uptake by the tumor cells [47]. CD155-TIGIT signaling in T cells of human gastric cancer inhibits glucose
uptake, lactic acid production, and glycolytic enzyme expression [48]. Therefore, combining metabolic
inhibitors with checkpoint inhibitors is expected to improve the efficacy of checkpoint blockade [49, 50]. Powell's team showed that a glutamine metabolism inhibitor not only improved the immunosuppressive
microenvironment, but also effectively reversed PD-1 inhibitor resistance when combined with a PD-1
inhibitor [50]. Our research has some unique advantages. In this study, two metabolism-associated DLBCL subtypes
were identified, and a risk model based on MAGs was constructed. We used multiple validation methods
to evaluate the model: first, we tested the model in a GEO internal testing cohort, then in a TCGA external
validation cohort, and finally we identified two hub genes and carried out preliminary verification in our
own TMA cohort. Satisfactory results were obtained from the multiple validation methods, confirming the
robustness and accuracy of the risk model. In addition, we not only studied the predictive performance of
the risk model, but also explored the effect of MAG expression on the tumor immune microenvironment in
DLBCL. Limitations Although our findings have potential clinical significance, there are still some limitations. First, the clinical
features extracted from the GEO and TCGA databases were limited, as they did not include potential
prognostic factors such as smoking and background diseases. Second, this is a retrospective study, and
an independent prospective cohort is needed to verify the risk model established in this study. Finally, the
value of the two hub genes as potential pharmacological targets needs to be further investigated. Funding This study was supported by the National Natural Science Foundation of China Grants (No. 81570184 to
WS). This study was supported by the National Natural Science Foundation of China Grants (No. 81570184 to
WS). Availability of data and materials All the data corresponding to the DLBCL series used in this study are available in GEO
(https://www.ncbi.nlm.nih.gov/geo) and TCGA (https://portal.gdc.cancer.gov/), which are public
functional genomics data repositories. Abbreviations DLBCL, diffuse large B cell lymphoma; MAGs, metabolism-associated genes; GEO, Gene Expression
Omnibus; LASSO, least absolute shrinkage and selection operator; TCGA, The Cancer Genome Atlas; GO,
Gene Ontology; KEGG, Kyoto Encyclopedia of Genes and Genomes; GSVA, gene set variation analysis;
ESTIMATE, Estimation of Stromal and Immune cells in Malignant Tumor tissues using Expression data;
CIBERSORT, Cell-type Identification By Estimating Relative Subsets Of RNA Transcripts; ssGSEA, single-
sample Gene Set Enrichment Analysis; ceRNA, competing endogenouse RNA; WGCNA, weighted gene co- Page 15/28 Page 15/28 expression network analysis; TMA, tissue microarray; mIHC, multiple fluorescence immunohistochemistry;
ROC, receiver operating characteristic; IPI, International Prognostic Index; NCBI, National Center for
Biotechnology Information; IC50, half maximal inhibitory concentration; AUC, area under the curve; LDH,
lactate dehydrogenase; ECOG, Eastern Cooperative Oncology Group; MHC, major histocompatibility
complex; PD-1, programmed death-1; PD-L1, programmed cell death-1 ligand 1. expression network analysis; TMA, tissue microarray; mIHC, multiple fluorescence immunohistochemistry;
ROC, receiver operating characteristic; IPI, International Prognostic Index; NCBI, National Center for
Biotechnology Information; IC50, half maximal inhibitory concentration; AUC, area under the curve; LDH,
lactate dehydrogenase; ECOG, Eastern Cooperative Oncology Group; MHC, major histocompatibility
complex; PD-1, programmed death-1; PD-L1, programmed cell death-1 ligand 1. Acknowledgments We are grateful to the patients for their contributions to this study. Competing interests The authors declare that they have no competing interests. The authors declare that they have no competing interests. Consent for publication Not applicable. Ethics approval and consent to participate The informed consent of all patients was obtained before the study. The Ethics Committee of the
Affiliated Hospital of Nantong University approved this research. Authors’ contributions WS, CZ and JH designed the study. WS, JH, ZC, QX, PS, YW and CZ conducted the experiments and data
analysis. WS and JH wrote the manuscript. All authors read and approve the final manuscript. References Page 16/28
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metabolism and promotes tumor progression in human gastric cancer. Cancer Res. 2017;77(22):6375–88. Page 19/28 Page 19/28 49. Schaer DA, Geeganage S, Amaladas N, Lu ZH, Rasmussen ER, Sonyi A, et al. The folate pathway
inhibitor pemetrexed pleiotropically enhances effects of cancer immunotherapy. Clin Cancer Res. 2019;25(23):7175–88. 50. Leone RD, Zhao L, Englert JM, Sun IM, Oh MH, Sun IH, et al. Glutamine blockade induces divergent
metabolic programs to overcome tumor immune evasion. Science. 2019;366(6468):1013–21. 50. Leone RD, Zhao L, Englert JM, Sun IM, Oh MH, Sun IH, et al. Glutamine blockade induces divergent
metabolic programs to overcome tumor immune evasion. Science. 2019;366(6468):1013–21. 50. Leone RD, Zhao L, Englert JM, Sun IM, Oh MH, Sun IH, et al. Glutamine blockade induces divergent
metabolic programs to overcome tumor immune evasion. Science. 2019;366(6468):1013–21. Tables Tables 1-4 are available in the Supplementary Files section. Tables 1-4 are available in the Supplementary Files section. Figures Figure 1 Figure 1 Flow chart of the data analyzing process Page 20/28 Figure 2
Consensus clustering. (A) Consensus matrix heatmap indicating that the optimal value for consensus
clustering is K=2. (B) Heatmap visualizing the different expression pattern of the 92 MAGs in the two
subgroups. (C) Survival curve of the patients in the two subgroups. Figure 2 Consensus clustering. (A) Consensus matrix heatmap indicating that the optimal value for consensus
clustering is K=2. (B) Heatmap visualizing the different expression pattern of the 92 MAGs in the two
subgroups. (C) Survival curve of the patients in the two subgroups. Consensus clustering. (A) Consensus matrix heatmap indicating that the optimal value for consensus
clustering is K=2. (B) Heatmap visualizing the different expression pattern of the 92 MAGs in the two
subgroups. (C) Survival curve of the patients in the two subgroups. Page 21/28 Page 21/28 Figure 3
Comparison of the immune infiltration and the expression of immune checkpoints among two clusters
(A) CIBERSORT analysis in the two clusters. (B) the expression of immune checkpoints among two
clusters. P values were showed as: ns not significant; *P < 0.05; **P < 0.01; ***P < 0.001. Figure 3
Comparison of the immune infiltration and the expression of immune checkpoints among two clusters. (A) CIBERSORT analysis in the two clusters. (B) the expression of immune checkpoints among two
clusters. P values were showed as: ns not significant; *P < 0.05; **P < 0.01; ***P < 0.001. Figure 3 Figure 3 Comparison of the immune infiltration and the expression of immune checkpoints among two clusters. (A) CIBERSORT analysis in the two clusters. (B) the expression of immune checkpoints among two
clusters. P values were showed as: ns not significant; *P < 0.05; **P < 0.01; ***P < 0.001. Comparison of the immune infiltration and the expression of immune checkpoints among two clusters. (A) CIBERSORT analysis in the two clusters. (B) the expression of immune checkpoints among two
clusters. P values were showed as: ns not significant; *P < 0.05; **P < 0.01; ***P < 0.001. Page 22/28 Figure 4 Functional analyses based on 92 prognostic MAGs. (A) Lollipop Chart for GO enrichment (BP, biological
process; CC, cellularcomponent; MF, molecular function). (B) Barplot graph for KEGG pathways. (C) PPI
analysis showing the protein interaction networkof MAGs. Page 23/28 Page 23/28 Figure 5
Construction and validation of the metabolic risk model in the GSE10846 cohort. (A-C) LASS
analysis revealingthe minimum criteria (A, B) and coefficients (C). (D, E) The distribution of ri
survival status, and 14 MAGs expression profilesfor the training cohort (D) and testing cohor
Kaplan–Meier curves indicated that the high-risk group had worse overall survival than the lo Figure 8 Construction and validation of a predictive nomogram. (A) Cox univariate and multivariate regression
analysis revealed that the risk score was an independent prognostic factor for DLBCL patients. (B)
Nomogram for predicting the 3- and 5-year OSof DLBCL patients. (C) Calibration curves of the nomogram
for OS prediction at 3- and 5- year. (D) ROC curves indicating the comparisons of the risk score and the IPI
score in predicting 1-year OS. Figure 7 (A-G) Relationships between the risk score and clinicopathological features (including age, ECOG status,
stage, LDH level, IPI score, gender and extranodal sites). Figure 5 Construction and validation of the metabolic risk model in the GSE10846 cohort. (A-C) LASSO regression
analysis revealingthe minimum criteria (A, B) and coefficients (C). (D, E) The distribution of risk score,
survival status, and 14 MAGs expression profilesfor the training cohort (D) and testing cohort (E). (F, G)
Kaplan–Meier curves indicated that the high-risk group had worse overall survival than the low-risk group Page 24/28 Page 24/28 in the training cohort (F) and testing cohort (G). (H, I) Receiver operating characteristic (ROC) curvesfor
predicting the 1/2/3-year overall survival in the training cohort (H) and testing cohort (I). Figure 6 External validation of the robustness of the metabolic risk model in the TCGA cohort. (A) The distribution
of risk score, survival status, and 14 MAGs expression profiles for the TCGA cohort. (B) Kaplan–Meier
curves indicated that the high-risk group had worse overall survival than the low-risk group in the TCGA
cohort. (C) ROC curves for predicting the 1/2/3-year overall survival in the TCGA cohort. Figure 9 The tumor immune microenvironment in the training cohort. (A) ESTIMATE algorithm. (B) ssGSEA
analysis. (C) CIBERSORT analysis. (D) Correlation between risk score and immune cell content. p values
were showed as: ns not significant; *p < 0.05; **p < 0.01; ***p < 0.001. The tumor immune microenvironment in the training cohort. (A) ESTIMATE algorithm. (B) ssGSEA
analysis. (C) CIBERSORT analysis. (D) Correlation between risk score and immune cell content. p values
were showed as: ns not significant; *p < 0.05; **p < 0.01; ***p < 0.001. The tumor immune microenvironment in the training cohort. (A) ESTIMATE algorithm. (B) ssGSEA
analysis. (C) CIBERSORT analysis. (D) Correlation between risk score and immune cell content. p values
were showed as: ns not significant; *p < 0.05; **p < 0.01; ***p < 0.001. Figure 10 Figure 10 Page 25/28 The expression of immune-regulatory genes and the correlation betweeTAPBP n the risk score and
immune checkpoints in the training cohort. (A) Immune-regulatory genes expression in the high- and low-
rBTLA isk group. (B) Immune checkpoint expression and (C) its correlation with the risk score. p values
were showed as: ns not significaCD160CD244 nt; *p < 0.05; **p < 0.01; ***p < 0.001. The expression of immune-regulatory genes and the correlation betweeTAPBP n the risk score and
immune checkpoints in the training cohort. (A) Immune-regulatory genes expression in the high- and low-
rBTLA isk group. (B) Immune checkpoint expression and (C) its correlation with the risk score. p values
were showed as: ns not significaCD160CD244 nt; *p < 0.05; **p < 0.01; ***p < 0.001. Figure 12 (A) The ceRNA network associated with the model genes. The red dots represent mRNAs, the green dots
represent miRNAs and the blue dots represent lncRNAs. Figure 11 Prediction of drug sensitivity and signaling pathways in high- and low- risk groups. (A) Sensitivity
analysis of common therapeutic drugs in patients of two groups. (B) GSVA analysis for differentially
expressed signaling pathways between two groups. Page 26/28 Page 26/28 Figure 13 Construction of weighted co-expression network and identification of the hub genes. (A) Dendrogram of
patients in GSE10846 dataset clustered according to risk group. (B) Soft-thresholding power selection in
the WGCNA analysis. (C) Correlation between modules and traits. Blue represents the negative correlation and red represents
the positive correlation. (D) Venn diagram analysis: overlapping MAGs from WGCNA analysis and LASSO
model. Figure 14 Experimental verification of PLTP expression and its relationship with prognosis and the immune
microenvironment in the DLBCL TMA cohort. (A) Differences in PLTP expression between reactive
hyperplasia tissues and DLBCL tissues with mIHC. (B) Kaplan–Meier curve for the PLTP high- and low-
expression groups in our TMA cohort. The optimal cutoff point was obtained from X-tile 3.6.1 software. (C, D) Immune cell content in the PLTP high- and low- expression groups. CD68+CD163+ indicated the
content of M2 macrophages (C) and CD11B+ indicated the content of TAMs (D). (E-G) Correlations
between PLTP expression and immune checkpoints (including PD-1, PD-L1, and LAG3). (H) Cox univariate
and multivariate regression analysis revealed that PLTP was an independent prognostic factor for DLBCL
patients. Figure 17 Prediction and TMA verification of the relationships between the two hub genes and immune
checkpoints. (A) Prediction ofcorrelations between hub genes and immune checkpoints. (B,C)
Characterization of cell immunophenotypes with mIHC. A staining panel was developed to visualize DAPI,
PD-1, PD-L1, LAG3 and PLTP simultaneously on the same tissue slide(B). A staining panelwas developed
to visualize DAPI, PD-1, PD-L1, LAG3 and PHKA1 simultaneously on the same tissue slide(C).Scale
bar=100 µm. CD274 indicated the content of PD-L1 and PDCD1 indicated the content of PD-1. Figure 16 Prediction and TMA verification of the relationships between the two hub genes and immune cell content. (A) Prediction of correlations between hub genes and immune cell content. (B-D) Characterization of cell
immunophenotypes with mIHC. A staining panel was developed to visualize DAPI, CD68, CD163 and
PLTP simultaneously on the same tissue slide (B). A staining panel wasdeveloped to visualize DAPI,
CD68, CD163 and PHKA1 simultaneously on the same tissue slide (C). A staining panel was developedto
visualize DAPI, CD11B, PLTP and PHKA1 simultaneously on the same tissue slide (D). Scale bar=100 µm. CD68+CD163+ indicated the content of M2 macrophages and CD11B+ indicated the content of TAMs. Figure 15 Experimental verification of PHKA1 expression and its relationship with prognosis and the immune
microenvironment in the DLBCL TMA cohort. (A) Differences in PHKA1 expression between reactive
hyperplasia tissues and DLBCL tissues with mIHC. (B) Kaplan–Meier curve for the PHKA1 high- and low-
expression groups in our TMA cohort. The optimal cutoff point was obtained from X-tile 3.6.1 software. (C, D) Immune cell content in the PHKA1 high- and low- expression groups. CD68+CD163+ indicated the
content of M2 macrophages (C) and CD11B+ indicated the content of TAMs (D). (E-G) Correlations
between PHKA1 expression and immune checkpoints (including PD-1, PD-L1, and LAG3). (H) Cox Page 27/28 univariate and multivariate regression analysis revealed that PHKA1 was an independent prognostic
factor for DLBCL patients. Supplementary Files This is a list of supplementary files associated with this preprint. Click to download. Table1.pdf
Table2.pdf
Table3.pdf
Table4.pdf
FigS1.pdf
FigS2.pdf
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Review of: "Richir’s Phenomenological and Symbolical as a Model for the Relationship between Phenomenology and Theology"
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Qeios, CC-BY 4.0 · Review, June 17, 2023 Review of: "Richir’s Phenomenological and Symbolical as a
Model for the Relationship between Phenomenology and
Theology" Jorge Roggero1 1 University of Buenos Aires Potential competing interests: No potential competing interests to declare. Qeios ID: OBGF08 · https://doi.org/10.32388/OBGF08 Potential competing interests: No potential competing interests to declare. The article presents an original and sound hypothesis based on Gondek and Tengelyi's suggestion. It is well structured
and very clear about its aims and objectives. The arguments are well supported. Nevertheless the text can be improved
with references to the secondary literature (there are no references to articles on Richir's phenomenology). On the other
hand, it can also be improved with a more detailed analyses of the relevance of Janicaud's thesis on Marion, who actually
assumes a "methodological atheism" strategy in Being given. Qeios ID: OBGF08 · https://doi.org/10.32388/OBGF08 1/1
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https://openalex.org/W2751388403
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Phylogenetic approaches to identifying fragments of the same gene, with application to the wheat genome
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bioRxiv (Cold Spring Harbor Laboratory)
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Abstract Motivation: As the time and cost of sequencing decrease, the number of available genomes and
transcriptomes rapidly increases. Yet the quality of the assemblies and the gene annotations varies
considerably and often remains poor, affecting downstream analyses. This is particularly true
when fragments of the same gene are annotated as distinct genes, which may cause them to be
mistaken as paralogs. Results: In this study, we introduce two novel phylogenetic tests to infer non-overlapping or partial-
ly overlapping genes that are in fact parts of the same gene. One approach collapses branches with
low bootstrap support and the other computes a likelihood ratio test. We extensively validated
these methods by (i) introducing and recovering fragmentation on the bread wheat, Triticum aesti-
vum cv. Chinese Spring, chromosome 3B; (ii) by applying the methods to the low-quality 3B as-
sembly and validating predictions against the high-quality 3B assembly; and (iii) by comparing the
performance of the proposed methods to the performance of existing methods, namely Ensembl
Compara and ESPRIT. Application of this combination to a draft shotgun assembly of the entire
bread wheat genome revealed 1221 pairs of genes that are highly likely to be fragments of the
same gene. Our approach demonstrates the power of fine-grained evolutionary inferences across
multiple species to improving genome assemblies and annotations. g g
Availability and implementation: An open source software tool is available at https://github.com/
DessimozLab/esprit2. Contact: c.dessimoz@ucl.ac.uk Supplementary information: Supplementary data are available at Bioinformatics online. Ivana Pilizota1,2, Cle´ment-Marie Train3,4,5, Adrian Altenhoff5,
Henning Redestig6,† and Christophe Dessimoz
1,2,3,4,5,* 1Department of Genetics Evolution & Environment and 2Department of Computer Science, University College
London, UK, 3Department of Computational Biology and 4Center for Integrative Genomics University of Lausanne,
Lausanne, Switzerland, 5Swiss Institute of Bioinformatics, Biophore Building, Lausanne, Switzerland and 6Bayer
CropScience NV, Ghent, Belgium *To whom correspondence should be addressed
†Present address: Genencor International BV, Leiden, The Netherlands
Associate Editor: Janet Kelso *To whom correspondence should be addressed Received on September 20, 2017; revised on July 30, 2018; editorial decision on August 29, 2018; accepted on August 31, 2018 well-established short-read sequencing protocols are cost effective
and widely applied. However, without reads that are long enough to
span repetitive regions, the assembly step remains a challenge with
negative
consequences
on
downstream
analyses
(Jiao
and
Schneeberger, 2017; Lee and Tang 2012). well-established short-read sequencing protocols are cost effective
and widely applied. However, without reads that are long enough to
span repetitive regions, the assembly step remains a challenge with
negative
consequences
on
downstream
analyses
(Jiao
and
Schneeberger, 2017; Lee and Tang 2012). y
y
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. Bioinformatics, 35(7), 2019, 1159–1166
doi: 10.1093/bioinformatics/bty772
Advance Access Publication Date: 1 September 2018
Original Paper Bioinformatics, 35(7), 2019, 1159–1166
doi: 10.1093/bioinformatics/bty772
Advance Access Publication Date: 1 September 2018
Original Paper Phylogenetics Downloaded from https://academic.oup.com/bioinformatics/article-abstract/35/7/1159/5089230 by Universite and EPFL Lausanne user on 09 May 2019 2.1 Phylogenetic tests of split genes Given a genome assembly with a large number of annotated contigs,
the task we face is to figure out which annotated genes actually be-
long to the same gene, due to annotation mistakes or where the as-
sembler failed to concatenate collinear contigs. Consider therefore
two non-overlapping fragments of the same gene sequence. If we
perform a multiple sequence alignment of the two fragments to-
gether with full-length homologs from other species, and infer a tree
based on the alignment, we can expect that the two fragments: (i)
align to different regions of the multiple sequence alignment (since
they are non-overlapping) and (ii) have a similar evolutionary dis-
tance to homologous sequences in other genomes. One problem in low-quality genome assemblies is that fragments
of the same gene can be annotated as distinct entries in genome data-
bases; thus such fragments may be wrongly taken to be paralogs. However, it is possible to use homologous proteins conserved in
other genomes to detect fragments that are likely to be part of the
same gene. To our knowledge, four such approaches have been pro-
posed. First, the Ensembl Compara pipeline (Herrero et al., 2016;
Vilella et al., 2009) infers pairs of apparent paralogs as a
‘gene_split’, if they lie within one megabase on the same strand of
the same region of the assembly and do not overlap in the multiple
sequence alignment of the family. Restricting these predictions to
genes belonging to the same contig greatly reduces the risk of false
positive split gene calling, but particularly for fragmented assemblies
with many short contigs, this approach detects only a fraction of all
splits. Second, ESPRIT (Dessimoz et al., 2011) uses pairwise com-
parisons to identify non-overlapping pairs of paralogs that have a
similar evolutionary distance to homologous sequences in other
genomes. The third approach, SWiPS (Li and Copley, 2013) is con-
ceptually similar in that it also works based on pairwise align-
ments—by identifying sets of non-overlapping candidate sequences
that have a maximal sum of score with homologous sequences in
other genomes. The fourth approach is the computationally efficient
PEP_scaffolder (Zhu et al., 2016), which relies on high-identity
matches of reference proteins to multiple contigs. Thus, like ESPRIT
and SWiPS, the approach relies on pairwise alignments. It also has
the strength of considering a maximum intron length to avoid com-
bining gene fragments that are unrealistically far apart. 1 Introduction Thanks to rapid developments in sequencing technology (reviewed
in Goodwin et al., 2016), individual laboratories now routinely se-
quence and assemble entire genomes and transcriptomes. The most 1159 V
C The Author(s) 2018. Published by Oxford University Press. V
C The Author(s) 2018. Published by Oxford University Press. 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. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/license
unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. 1160 I.Pilizota et al. 2.2 Test #1: collapsing ‘insignificant’ branches Tree branch support measures are commonly used to gauge the reli-
ability of a branch. Since fragments of the same genes can be
expected to be separated by insignificant internal branches on the
tree, collapsing branches with low support should result in frag-
ments becoming sister leaves. Thus, for a given threshold, the test
collapses all branches below that threshold and infers all candidates
that are sister leaves as fragments of the same gene. Here, to address this problem, we present two complementary
phylogenetic methods to identify non-overlapping or partially over-
lapping fragments of the same gene that exploit evolutionary rela-
tionships across gene families. The first one exploits bootstrap
support, and the second relies on likelihood ratio tests. We evaluate
their performance on an artificially fragmented version of the refer-
ence sequence assembly of the hexaploid bread wheat chromosome
3B (Choulet et al., 2014). We also compare the two methods, and a
meta-approach combining the two methods with ESPRIT (Dessimoz
et al., 2011), with the Ensembl Compara pipeline and ESPRIT. Finally, we apply new phylogeny-based methods to the early, highly
fragmented, draft release of the entire hexaploid wheat genome
(International Wheat Genome Sequencing Consortium (IWGSC),
2014) and identify 1221 high-confidence pairs of split genes. 2 Algorithm The challenge of genome assembly is particularly acute in plants,
which tend to have large and heavily redundant genomes (Claros
et al., 2012; Jiao and Schneeberger, 2017). Data from such genomes
frequently result in fragmentary assemblies with overestimated gene
counts (Denton et al., 2014) and limited utility for downstream pur-
poses such as creation of physical maps used in marker assisted
breeding. Fragmentary genes not only lack sequence information—
they have been shown to cause problems in downstream analyses,
such as in tree inference (Sayyari et al., 2017) and orthology infer-
ence (Dalquen et al., 2013; Train et al., 2017). We first introduce our phylogenetic tests of split genes, then proceed
to describe the datasets analysed and the evaluation methods. Note
that
we
provide
the
fine
implementations
details
in
the
Supplementary materials. 2.3 Test #2: likelihood ratio test The second test to infer fragments of the same gene is a likelihood
ratio test (LRT). Our null hypothesis (labelled ‘s’ for split) is that
fragments come from the same gene, and thus can be concatenated
into one sequence. The alternative hypothesis (called ‘p’ for paral-
ogs) is that the two fragments belong to paralogous genes. Hs: n 1 genes (split gene) 2.1 Phylogenetic tests of split genes However, perhaps surprisingly at first sight, although these frag-
ments will generally be close to one another on the tree, they will al-
most never be inferred as sister leaves. The reason for this is that
since they have no character in common, they cannot be directly
compared with each other, only with the other genes in the tree. Thus, there is no phylogenetic information available to infer the re-
lationship between them. The location of the split between the two
sequences is therefore undetermined. Furthermore, recall that evolu-
tion is modelled as a stochastic process on a tree, with each column
in the alignment being a realization of the process. Due to this sto-
chastic nature, the two fragments will almost never attach to the
exact same place on the tree. act/35/7/1159/5089230 by Universite and EPFL Lausanne user on 09 May 2019 Under the correct model of evolution, however, if the two frag-
ments originate from the same sequence, the difference in the place
these are attached to the tree should not be significant. Here, we introduce two tests to infer whether two non-
overlapping or partially overlapping sequences from the same gen-
ome are fragments of the same gene: collapsing branches with low
bootstrap support (Efron et al., 1996) and a likelihood ratio test
(Wilks, 1938). Yet for all of these methods, the correct identification of split
genes heavily depends on their ability to distinguish fragments of the
same gene from fragments of paralogous ones. Ensembl Compara
and PEP_scaffolder make no attempt to distinguish between the
two. As for ESPRIT and SWiPS, although they attempt to identify
fragments that match reference proteins consistently—either by
requiring consistent evolutionary distances to the reference for all
fragments or by requiring consistent best matches for all frag-
ments—these comparisons are inherently limited to pairwise com-
parison, which loses out on phylogenetic information available in a
multiple-sequence and tree setting. 3 Implementation As input candidate pairs, we identify, among all the protein sequen-
ces of a target genome, those that belong to the same gene family—
either established by Ensembl Compara or defined as deepest hier-
archical orthologous groups (HOGs) as inferred by OMA (Altenhoff
et al., 2013). We further require that fragments be non-overlapping,
or overlapping with less than 10% residues of both fragment being
aligned in the same alignment column, using Mafft v7.164b (Katoh
and Standley, 2013). In other words, we require that a12 < 0.1l1
AND a12 < 0.1l2, where l1 and l2 are the number of residues in the
two fragments, and a12 is the number of these residues that are
aligned. Thus, for each gene family, we align the sequences, enumer-
ate all possible pairs of sequences belonging to the target genome
and retain as candidate pairs those that satisfy the aforementioned
overlap requirement. Fig. 1. Conceptual overview of the likelihood ratio test. The null hypothesis is
that the two fragments come from the same gene (Hs) while the alternative
hypothesis is that the two fragments come from different paralogous copies
(Hp). a refers to the significance level, which is the area under the curve above
the rejection threshold. This setup is motivated by the fact that the split gene
hypothesis has fewer parameters. However, it is unusual in that failure to re-
ject the test leads to a prediction, and not the other way round. Furthermore,
because the two models are not nested, we estimate the null distribution
empirically Fig. 1. Conceptual overview of the likelihood ratio test. The null hypothesis is
that the two fragments come from the same gene (Hs) while the alternative
hypothesis is that the two fragments come from different paralogous copies
(Hp). a refers to the significance level, which is the area under the curve above
the rejection threshold. This setup is motivated by the fact that the split gene
hypothesis has fewer parameters. However, it is unusual in that failure to re-
ject the test leads to a prediction, and not the other way round. Furthermore,
because the two models are not nested, we estimate the null distribution
empirically The LRT requires computing maximum likelihood estimates,
i.e. finding an optimal tree under both Hs and Hp. Under the Hs
hypothesis, fragments are part of the same gene. 3.1 Datasets and evaluation methodology
A
f
l
i
d
li
i
f 2. Since we have no prior knowledge on the distribution of the test
statistic under the null hypothesis, we estimate the distribution
using non-parametric bootstrapping. First, from the multiple se-
quence alignment used under the Hs, we generate n artificial
alignments of the same length, i.e. n bootstrap samples by sam-
pling columns with replacement. Second, we create alignments
to be used under the Hp by splitting a target full-length gene (i.e. the one made up of two candidate fragments) at the same pos-
ition as in the original alignment. Finally, we compute the test
statistic for each of the n samples; let’s denote them by T1*, T2*,
. . ., Tn*. If the sampling is correct, the distribution of Ti*, i ¼ 1,
2,. . ., n will converge to the true distribution of the test statistic
when n fi‘. Hence, if repeated many times, the distribution of
the bootstrap sample test statistic values will approximate the
distribution of the unknown test statistic. Throughout this pro-
ject, we set n to 100 unless otherwise stated. 2. Since we have no prior knowledge on the distribution of the test
statistic under the null hypothesis, we estimate the distribution
using non-parametric bootstrapping. First, from the multiple se-
quence alignment used under the Hs, we generate n artificial
alignments of the same length, i.e. n bootstrap samples by sam-
pling columns with replacement. Second, we create alignments
to be used under the Hp by splitting a target full-length gene (i.e. the one made up of two candidate fragments) at the same pos-
ition as in the original alignment. Finally, we compute the test
statistic for each of the n samples; let’s denote them by T1*, T2*, 2. Since we have no prior knowledge on the distribution of the test
statistic under the null hypothesis, we estimate the distribution
using non-parametric bootstrapping. First, from the multiple se-
quence alignment used under the Hs, we generate n artificial
alignments of the same length, i.e. n bootstrap samples by sam-
pling columns with replacement. Second, we create alignments
to be used under the Hp by splitting a target full-length gene (i.e. the one made up of two candidate fragments) at the same pos-
ition as in the original alignment. Hp: n genes (paralogous genes) The test statistic is defined as T ¼ 2ln LðHPÞ
LðHSÞ ; where L() denotes the
maximum estimator under each hypothesis (Fig. 1). Phylogenetic approaches to identifying fragments of the same gene 1161 Fig. 1. Conceptual overview of the likelihood ratio test. The null hypothesis is
that the two fragments come from the same gene (Hs) while the alternative
hypothesis is that the two fragments come from different paralogous copies
(Hp). a refers to the significance level, which is the area under the curve above
the rejection threshold. This setup is motivated by the fact that the split gene
hypothesis has fewer parameters. However, it is unusual in that failure to re-
ject the test leads to a prediction, and not the other way round. Furthermore,
because the two models are not nested, we estimate the null distribution
empirically 3. Compute bootstrap p value as the proportion of samples with
likelihood
equal
or
above
that
of
the
input
data:
pB ¼ fNo: of Ti T0g
n 3. Compute bootstrap p value as the proportion of samples with
likelihood
equal
or
above
that
of
the
input
data:
pB ¼ fNo: of Ti T0g
n 3 Implementation Compute the value of the test statistic; let’s denote it by T0 3 Implementation Hence, in
order to find a maximum-likelihood tree under the Hs, we concat-
enate the candidate fragments into a single sequence. To correct
for some cases when a tree-building method gives a suboptimal
tree, which may result in the estimated T0 < 0, we performed two
tree searches under the Hp model; a tree search without providing
an input topology, and a tree search with an input topology start-
ing with the best tree under Hs with the two hypothetical frag-
ments as sister leaves), and proceeded with the tree with higher
likelihood. This setup is unusual in two respects. First, considering that we
aim to predict split genes, it may come as a little suspect that we use
Hs as null model. Our motivation for this is however that the model
with split genes is more constrained (the two fragments sit at the
same place in the tree) and thus has fewer free parameters. It is the
‘simpler’ model. For this reason, in absence of evidence to the con-
trary, we deem it reasonable to favour Hs. Second, in a typical set-
ting of the likelihood ratio test, the null model is a special case of the
alternative model. The models are said to be ‘nested’, and theory
tells us that the test statistic—twice the difference in log likeli-
hood—is v2 distributed. Since our models are not nested, the distri-
bution of the test statistic given under the assumption that Hs is
true is unknown. We can bypass this problem by estimating the
empirical distribution under the null using bootstrapping (Efron
and Tibshirani 1993; Goldman 1993). Hence, for a particular sam-
ple, we: ract/35/7/1159/5089230 by Universite and EPFL Lausanne user on 09 May 2019 Some genes might be involved in multiple predictions, i.e. in
more than one pair of fragments coming from a split gene. If all
these multiple predictions span different parts of the sequences, we
conclude that the gene is split in more than two pieces and consider
these predictions as non-ambiguous. If in contrast more than one
prediction spans over a common part of the sequence (which might
be the case if the fragments come from very closely related paralogs,
or if alternative splicing variants of the same gene are erroneously
annotated as separate genes), we report the overlapping predictions
as ambiguous. 1. Compute the value of the test statistic; let’s denote it by T0 1. 3.1 Datasets and evaluation methodology
A
f
l
i
d
li
i
f Finally, we compute the test
statistic for each of the n samples; let’s denote them by T1*, T2*, As a test case for evaluation and application of the methods, we
used the proteome of bread wheat, i.e. Triticum aestivum cv. Chinese Spring. The bread wheat genome is notoriously large (17
Gbp) and redundant: it is a hexaploid genome which arose from two
recent allopolyploidization events—with the three subgenomes
referred to as A, B and D. Because of this large size and redundancy,
the wheat genome is proving very difficult to assemble and annotate. In 2014, the International Wheat Genome Sequencing Consortium
(IWGSC)
published
a
highly
fragmented
chromosome-by-
chromosome
survey
sequence
of
the
bread
wheat
genome
(International Wheat Genome Sequencing Consortium (IWGSC),
2014). The same year, Choulet et al. (2014) published a high-quality
reference sequence of bread wheat chromosome 3B (third chromo-
some of subgenome B). The two provide a good basis to evaluate
our methodology on a challenging dataset. . . ., Tn*. If the sampling is correct, the distribution of Ti*, i ¼ 1,
2,. . ., n will converge to the true distribution of the test statistic
when n fi‘. Hence, if repeated many times, the distribution of
the bootstrap sample test statistic values will approximate the
distribution of the unknown test statistic. Throughout this pro-
ject, we set n to 100 unless otherwise stated. 1162 I.Pilizota et al. We also tested our method on the cassava genome, i.e. Manihot
esculenta, draft version 4.1 (Prochnik et al., 2012) retrieved from
Phytozome v7 (Goodstein et al., 2012). rather distant species, we proceeded with families containing no
more than 100 genes where at least two of them were cassava genes
and other genes were assigned to at least nine distinct reference spe-
cies. To calculate recall and precision, we randomly chose 200 cas-
sava genes and 200 pairs of cassava paralogous genes, each of them
being at least 200 amino-acids long, which we fragmented the same
way as in the case of wheat. All alignments and trees were recon-
structed with the same software and settings as for the wheat. As customary in the field, we determine the quality of the meth-
ods by measuring the precision and recall. Here the recall measures
the proportion of fragmented genes that the methods can identify. The precision penalizes for erroneous predictions by measuring the
proportion of predictions that are indeed fragmented genes. 3.3 Introducing non-overlapping paralogs in wheat 3B
reference assembly (precision) To inspect cases where the methods incorrectly predict split genes,
we simulated fragments from pairs of paralogs assigned to the bread
wheat 3B reference sequence using the same datasets as above. We
chose 100 pairs of same-species paralogs, cut them at a random pos-
ition and took two complementary fragments (one from each initial
gene) each being at least 50 amino-acids long. Again, MSAs were
obtained by Mafft v7.164b (default parameters) and gene trees by
FastTree v2.1.8 (default parameters). 3.2 Random fragmentation of the wheat 3B reference
assembly (recall) For the predictions, we used the same reference species as in the
simulations on HOGs (see sections 3.2 and 3.3) which we again
exported from OMA Browser (Supplementary Table S3). We com-
puted gene families by the GETHOGs algorithm with a default set
of parameters. We generated 500 bootstrap samples for each family
and performed both tests on fragments overlapping less than 10%. Sequences were aligned with Mafft v7.164b (default parameters)
and trees built with FastTree v2.1.8 (default parameters) as above. In addition, we also computed HOGs with a different set of parame-
ters and repeated the rest of the experiment. To determine the recall of the methods, we simulated fragmentation
on genes assigned to a high-quality assembly of bread wheat
chromosome 3B (3B reference sequence). All genes and their gene
families were obtained from Ensembl Plants, release 31. We ran-
domly chose 100 genes, each at least 100 amino-acids long, and split
them at a random position such that both fragments are at least 50
amino-acids long. All alignments were performed using Mafft
v7.164b with default parameters. Gene trees were built by FastTree
v2.1.8 (Price et al. 2010), also with a default set of parameters. e-abstract/35/7/1159/5089230 by Universite and EPFL Lausanne user on 09 May 2019 For the assessment, the mapping of sequences between the survey
and high-quality genomes was not straightforward because the two
differ not only in the degree of fragmentation, but also in some of
the sequences themselves due to sequencing error, contamination
etc. To allow for a bit of tolerance while still maintaining unambigu-
ous mapping between the two, we required hits to cover at least
95% of the corresponding query, the percentage identity in these
matching regions to be at least 95%, and the hit to be unambiguous. As a stringent control, we also performed a validation where, in
addition to these two requirements, we only allowed mismatches to
occur at the ends of a query sequence. In addition, we simulated fragmentation in a more challenging
setting, i.e. on small gene families typically containing only evolu-
tionarily very close paralogs. As a source of homologous groups, we
used HOGs. They were computed by the GETHOGs algorithm with
a default set of parameters on the input dataset comprised of 13
plants: bread wheat and 12 flowering plants exported from OMA
Browser (Altenhoff et al. 2014) (Supplementary Table S1). 3.5 Validation on 3B survey assembly To assess predictions on the real data containing fragmented genes,
we applied our approaches to a low-quality assembly of bread wheat
chromosome 3B, the 3B survey sequence (IWGSP1; 2013-11-MIPS),
and compared the predictions with the high-quality assembly of
chromosome 3B (‘3B reference sequence’) downloaded from URGI
(https://urgi.versailles.inra.fr). As a gold standard, we mapped
sequences between the two assemblies using BLASTþ v2.2.30
(Camacho et al. 2009). Finally, we applied the methods to the rest of the wheat survey
sequence to infer split genes in the bread wheat proteome. 3.6 Comparison to established methods and
meta-approach As a point of comparison, we employed the Ensembl Compara pipe-
line and ESPRIT on the same 3B survey sequence as above. Again,
the obtained predictions from each method were mapped to the 3B
reference sequence by BLASTþ v2.2.30 to inspect if predicted pairs
belong to the same gene or not, requiring both coverage and percent-
age identity to be at least 95%. Validated predictions were com-
pared to the results from Validation experiment on 3B survey
sequence with the same BLASTþ criteria. Similarly as above, we also simulated more challenging cases of
fragmentation. We used the same set of HOGs as in the previous
section. To obtain a comparable set of predictions on the 3B survey se-
quence using public results available from the Ensembl Compara
pipeline, we filtered ‘gene_split’ pairs from their homologies file (re-
lease 21). We took only pairs where both genes were at least 50
amino-acids long and such that, when its corresponding gene family
was aligned with Mafft v7.164b, candidate genes overlapped for
less than 10%. We also included cases where more than two genes
were inferred as a part of the same gene given that no two genes
involved overlapped for 10% or more. Since some of the sequences
could not be found in the OMA Browser dataset used for validating
Collapsing and LRT approach, we classified Ensembl predictions 3.1 Datasets and evaluation methodology
A
f
l
i
d
li
i
f For
both measures, we simulated fragmentation on the wheat 3B refer-
ence sequence and cassava genome. In a subsequent experiment, we
applied the tests to the wheat 3B survey sequence and validated pre-
dictions using the wheat 3B reference sequence. In this case the total
number of fragmented genes is unknown, so we could only count
the number of correct and wrong predictions, and calculate the
precision. 3.4 Introducing fragmentation in cassava assembly
(recall, precision) To inspect behavior of the tests on species other than wheat, we
introduced random fragmentation in cassava draft proteome (v4.1)
downloaded from Phytozome v7. As reference species, we used the
16 other dicot species available in OMA Browser, Dec 2017 release
(Supplementary Table S2), of which the closest species is the western
balsam poplar, which has diverged from cassava approximately 80
MYA (Fawcett et al., 2009). Gene families were again obtained by
running GETHOGs algorithm with default settings. Having a set of 1163 Phylogenetic approaches to identifying fragments of the same gene into two groups: those that could be found in the OMA Browser
dataset, and hence, included in the comparison, and those that could
not. two phylogenetic methods: one based on collapsing branches with
low bootstrap support and the other relying on a likelihood ratio
test (LRT). To evaluate the methods and determine parameters for
predictions on the bread wheat assembly, we took two approaches. First, we simulated fragmentation on the real data to calculate recall
and precision. Then, we applied both methods to the bread wheat
chromosome 3B survey sequence and validated predictions with re-
spect to the 3B reference sequence. Finally, based on the best param-
eters obtained from these analyses, we applied the method to infer
split genes in the 20 other chromosomes of the survey wheat genome
assembly. Another set of predictions was obtained by running ESPRIT on
the same 3B survey sequence data using 12 reference plants (the
same dataset as in the Validation section, Supplementary Table S3)
keeping all parameters default but increasing the required length of
the
candidate
genes
to
be
at
least
50
amino-acids
(option
‘MinSeqLenContig ¼ 50’). We only considered a confident unam-
biguous set of predictions (reported in the hits.txt output file). In addition, we considered a meta-approach ESPRIT 2.0, which
encompasses ESPRIT and the new combined approach. It takes the
union of predictions made by ESPRIT and our joint method (col-
lapsing branches with support lower than 0.95 and likelihood ratio
test with significance of 0.01). 4.1 Artificial fragmentation of the wheat 3B reference
assembly To assess our methods, we first simulated fragmentation in 100 pro-
tein sequences from the high-quality wheat 3B reference assembly
and tried to recover these pairs. Our simulations also included 100
pairs of non-overlapping fragments generated from pairs of random-
ly selected paralogous genes—which can be very difficult negative
cases if the paralogs are near-identical. 4 Results Recall that we aim to identify fragments of the same gene wrongly
annotated as separate genes in a genome of interest, leveraging
genomes of related species. In the previous section, we introduced (a) (b)
(c) (a)
(b)
(c)
Fig. 2. Evaluation of the methods. (a) Wheat genes from the high-quality wheat 3B chromosome were artificially fragmented and recovered by the collapsing, like-
lihood ratio test (LRT) and a combination of the two. Numbers indicate the threshold used for each datapoint. (b) Split genes inferred on the low-quality (‘survey’)
wheat genome were validated using the high-quality wheat 3B, and comparison with three other approaches (Ensembl Compara, ESPRIT and the meta-method). Numbers indicate the threshold used for each datapoint. The meta-method takes union of ESPRIT’s and the predictions inferred when combining collapsing ap-
proach (threshold 0.95) and LRT (significance 0.01). (c) The number of predictions on 3B survey sequence classified as correct in the BLASTþ validation. ’New ap-
proach’ denotes a combination (intersection) of collapsing approach (threshold 0.95) and LRT (significance 0.01) (a) (c) (b) (c) Fig. 2. Evaluation of the methods. (a) Wheat genes from the high-quality wheat 3B chromosome were artificially fragmented and recovered by the collapsing, like-
lihood ratio test (LRT) and a combination of the two. Numbers indicate the threshold used for each datapoint. (b) Split genes inferred on the low-quality (‘survey’)
wheat genome were validated using the high-quality wheat 3B, and comparison with three other approaches (Ensembl Compara, ESPRIT and the meta-method). Numbers indicate the threshold used for each datapoint. The meta-method takes union of ESPRIT’s and the predictions inferred when combining collapsing ap-
proach (threshold 0.95) and LRT (significance 0.01). (c) The number of predictions on 3B survey sequence classified as correct in the BLASTþ validation. ’New ap-
proach’ denotes a combination (intersection) of collapsing approach (threshold 0.95) and LRT (significance 0.01) Fig. 2. Evaluation of the methods. (a) Wheat genes from the high-quality wheat 3B chromosome were artificially fragmented and recovered by the collapsing, like-
lihood ratio test (LRT) and a combination of the two. Numbers indicate the threshold used for each datapoint. (b) Split genes inferred on the low-quality (‘survey’)
wheat genome were validated using the high-quality wheat 3B, and comparison with three other approaches (Ensembl Compara, ESPRIT and the meta-method). Numbers indicate the threshold used for each datapoint. 3.7 Inferring split genes on the rest of the wheat survey
assembly Finally, we employed the tests to infer fragmented genes in the first
draft release of the predicted genes in whole bread wheat genome,
i.e. T. aestivum cv. Chinese Spring proteome (IWGSP1; 2013-11-
MIPS). We considered only candidate fragments assigned to the
same chromosome and the same chromosome arm. We used the
same reference genomes as in the previous analyses with HOGs (see
above). Based on simulations and validation on the 3B survey se-
quence, we determined a set of parameters used for predictions. In
particular, we ran GETHOGs with default parameters and allowed
candidate fragments to mutually overlap less than 10% in the corre-
sponding MSA. We used Mafft v7.164b to get alignments and
FastTree v2.1.8 to construct trees, both with their default set of
parameters. Finally, we chose 0.95 as a threshold for collapsing and
set the significance threshold of the LRT to 0.01. On these challenging simulations, the collapsing test yielded high
precision (0.85–0.88) and moderate recall (0.20–0.58), while the
LRT performed the other way round, yielding moderate precision
(0.56–0.64) and high recall (0.81–0.99) (Fig. 2a; Supplementary File
S1, Supplementary File esprit2_simulations.tar.gz). We also evaluated an approach that combines our two methods. A split gene was inferred if both methods were in agreement. This
approach resembled the recall and precision of the collapsing ap-
proach (with the same threshold) but with slightly higher precision
(Fig. 2a, Supplementary File S1). As a control, we performed another set of simulations using a
different set of input homologous sequences—OMA HOGs contain-
ing
protein
sequences
from
thirteen
plants
including
wheat
(Supplementary File S1, Supplementary File esprit2_simulation-
s.tar.gz). Precision of the collapsing test was again high (0.73–0.81)
while recall varied between 0.30 and 0.78. Precision of the LRT
was moderate to high (0.51–0.89) and the recall was high (0.70–
0.75) (Supplementary Fig. S3a). As additional controls, we also 4 Results The meta-method takes union of ESPRIT’s and the predictions inferred when combining collapsing ap-
proach (threshold 0.95) and LRT (significance 0.01). (c) The number of predictions on 3B survey sequence classified as correct in the BLASTþ validation. ’New ap-
proach’ denotes a combination (intersection) of collapsing approach (threshold 0.95) and LRT (significance 0.01) I.Pilizota et al. 1164 repeated the analysis by changing one parameter of the pipeline at
a time: repeated the analysis by changing one parameter of the pipeline at
a time: sequencing errors or 10% contamination from other chromosomes
(International Wheat Genome Sequencing Consortium (IWGSC),
2014). If we only consider fragments that can be perfectly mapped
between the draft whole-genome assembly and the reference assem-
bly (no mismatch in their central part, see Supplementary materials),
the number of predictions that could be validated diminishes, but on
the remaining set, our approaches showed even higher precision
(Supplementary Fig. S3c and d), indicating that the performance
reported in Figure 2b is conservative. 1. alignment mode in Mafft that relies on local alignments, which
could conceivably deal better with fragments (L-INS-I instead of
FFT-NS-2) 2. special mode in FastTree that reportedly deals better with frag-
mentary genes (option ‘-pseudo’) 3. increasing the number of bootstrap replicates from 100 to 500
in the likelihood ratio test Control experiments also gave consistent results (Supplementary
File S2, Supplementary File esprit2_validation.tar.gz). As expected,
relaxing parameters yielded more predicted split genes, but at a cost
of lower precision (Fig. 2b versus Supplementary Fig. S3b). 4. increasing the number of artificially introduced split genes from
100 to 500. All
these
variants
yielded
qualitatively
similar
results
(Supplementary Fig. S4). 4.2 Artificial fragmentation of the cassava genome To assess whether our approach also works on a different set of spe-
cies, we performed the artificial fragmentation analysis on 200 sin-
gle and 200 paralogous pairs of randomly selected the cassava
genes. As reference species, we used the 16 other dicot species avail-
able in OMA version December 2017, of which the closest species is
the Western balsam poplar, which has diverged from cassava ap-
proximately 80 MYA (Fawcett et al., 2009). To gain further insights into the performance of the proposed
approaches, we compared them to two existing methods, namely
Ensembl Compara pipeline (which however cannot easily be run on
custom genome data) and ESPRIT, as described in Section 3. Both
methods were applied to the 3B survey sequence and then validated
against the 3B reference sequence using BLASTþ (Supplementary
File
esprit2_comparison.tar.gz). We
also
considered
a
meta-
approach, which we call ESPRIT 2.0, comprising ESPRIT and a
combination of the collapsing approach (threshold 0.95) and LRT
(significance 0.01). Using
the
combined
approach
of
collapsing
(threshold
0.95)þLRT(significance 0.01), we observed a recall of 63% and a pre-
cision of 40% (Supplementary File esprit2_simulations_cassava.tar.gz). Inspection of the false positives revealed that nearly all mistakes were
due to fragmentation of close (i.e. species-specific) paralogs, which to
our method are indistinguishable from split genes. Thus, the lower pre-
cision is explained by the much higher frequency of species-specific
paralogs in cassava (75% of sampled paralogs in cassava versus 13%
in wheat). Indeed, when we repeated the analysis excluding artificial
fragmentation of such species-specific paralogs, the precision increased
to 65%, in line with the results on wheat (Supplementary Fig. S4c). In terms of the number of correct predictions, Ensembl Compara
and ESPRIT performed equally well or better than our approaches e-abstract/35/7/1159/5089230 by Universite and EPFL Lausanne user on 09 May 2019 (a)
(b)
Fig. 3. High-confidence inferred gene splits on the wheat genome. A, B and D
refer to the three subgenomes of the hexaploid wheat genome. (a) Number
of unambiguous predictions for each chromosome arm. (b) Number of am-
biguous predictions (i.e. for which there are more than two candidate frag-
ments for a single juncture). Pairs of fragments are inferred separately for
each chromosome arm of flow-sorted Triticum aestivum cv. Chinese Spring,
except chromosome 3B, for which the analysis was performed on the entire
chromosome (a) (a) (b) (b) 5 Discussion and outlook Despite technological and algorithmic advances, genome assembly
and annotation remain a challenge, especially for large polyploid
genomes with complex evolutionary histories. Genes often remain
fragmented and fragments get annotated as separate genes. Our
work demonstrates that using available assemblies of related species
can provide enough information to recognize some of those cases
and obtain full-length genes. tract/35/7/1159/5089230 by Universite and EPFL Lausanne user on 09 May 2019 We developed two approaches and showcase their good per-
formance on a challenging proteome of hexaploid bread wheat
(T. aestivum cv. Chinese Spring). In simulations and validation, both
of which were performed on the real data taking into account all its
complexities, the approach relying on collapsing gene tree branches
showed lower recall and higher precision than a likelihood ratio test
(Fig. 2). As a trade-off between precision and recall, we propose tak-
ing an intersection of their predictions, as we did in the quest for
fragmented genes in the wheat survey sequence dataset. As our strin-
gent simulation and real data assessment shows, the inferred split
genes are highly specific. The performance is even better when we
combine the new phylogeny-based tests to our earlier pairwise ap-
proach ‘ESPRIT’. Throughout this project, we fixed some of the parameters. First,
we considered only genes at least 50 amino-acids long. Shorter
sequences contain less information thus make phylogeny reconstruc-
tion more challenging; at the same time, the benefit of putting to-
gether short fragments is also more limited. Second, we required
candidate fragments to overlap less than 10%. Increasing the over-
lap increases the number of candidate pairs and, consequently, the
number of predictions including false positive and ambiguous pre-
dictions. Finally, we used Mafft v7.164b to align gene families and
FastTree v2.1.8 to reconstruct gene trees, both with their default
parameters due to their convenience and speed. Exploring their par-
ameter space or using more suitable tools for the dataset of interest
could contribute to higher precision and recall. The two main inherent challenges of in silico split gene inference
are the confounding effect of close paralogs and the variation in the
rate of evolution along the sequences. Indeed, sometimes fragments
come from identical or nearly identical paralogs, and there is not
enough information to distinguish fragments belonging to one gene
from another. Hence, we are more likely to make a false positive
prediction (Supplementary Fig. S6). 4.3 Validation on 3B survey assembly To further assess the tests and identify suitable parameters, we
applied our methods on the chromosome 3B of the draft-quality
bread
wheat
survey
genome
(International
Wheat
Genome
Sequencing Consortium (IWGSC), 2014). We focused on this
chromosome arm because it was one for which a much higher-
quality reference assembly was available, obtained through pains-
taking piecewise sequencing and assembly using 8452 bacterial
artificial chromosomes (Choulet et al., 2014). To give an idea of the
improvement between the two, the N50 statistic, which measures
the assembly quality by reporting the minimum contig/scaffold
length needed to cover 50% of the assembly, is 2.7 kb for the draft
genome 3B chromosome versus 892 kb for the high-quality 3B
chromosome. Thus, the latter could be treated as ground truth—
thus enabling us to gauge, in a realistic setup, how well our
approaches can infer split genes in a highly fragmented genome with
abundant potential paralogs. Overall, the methods achieved higher precision than when
applied to simulated fragmentation (Fig. 2b). The analysis showed
particularly high precision with the collapsing approach. The abso-
lute recall rate could not be easily assessed on these real data; in-
stead, we considered the number of correctly predicted HOG
annotations as a surrogate for recall, yielding results highly consist-
ent with the simulations (Fig. 2b). Fig. 3. High-confidence inferred gene splits on the wheat genome. A, B and D
refer to the three subgenomes of the hexaploid wheat genome. (a) Number
of unambiguous predictions for each chromosome arm. (b) Number of am-
biguous predictions (i.e. for which there are more than two candidate frag-
ments for a single juncture). Pairs of fragments are inferred separately for
each chromosome arm of flow-sorted Triticum aestivum cv. Chinese Spring,
except chromosome 3B, for which the analysis was performed on the entire
chromosome One challenge with this setup was the fact that the draft survey
sequence assembly contains other types of problems, such as Phylogenetic approaches to identifying fragments of the same gene 1165 displaying high precision (Fig. 2b and Supplementary Table S4). Further analysis showed that predictions from different methods are
rather
complementary
and
worthwhile
to
take
into
account
(Supplementary Fig. S5). Hence, the meta-approach, ESPRIT 2.0,
inferred by far the biggest number of correct predictions with high
precision (Fig. 2b and Supplementary Table S4). sequences. Consider for instance a protein composed of two
domains—one slowly evolving and one fast evolving. 4.5 Predictions on the rest of the survey assembly Finally, we applied our tests to infer split genes on the rest of the
bread wheat genome, i.e. all chromosomes other than 3B. Based on
the analyses on simulated fragmentation and between two assem-
blies (see above), we determined parameters for the tests. For each
chromosome arm, we obtained gene families by running OMA
GETHOGs with default parameters. In the collapsing approach, we
collapsed all branches with bootstrap support less than 0.95, and we
performed the likelihood ratio test with the significance level of
0.01. The intersection of predictions identified 1442 pairs in total:
1221 unambiguous and 221 ambiguous cases. The distribution of
the number of predictions per chromosome is shown in Figure 3 (see
also Supplementary File S3) while fragment IDs are provided in
Supplementary file esprit2_predictions_wheat.tar.gz. At a practical level, predictions heavily depend on the choice of
two parameters: a threshold for collapsing branches and a signifi-
cance level for the likelihood ratio test. Lower, more stringent thresh-
olds for collapsing yield more confident predictions, while higher,
less conserved thresholds will produce more predictions but less con-
fident. Similarly, a higher significance of the likelihood ratio test will
result with less but more confident predictions. Obtaining more pre-
dictions can be achieved by lowering the significance of the test at the
cost of their lower confidence. Overall, it is important to choose
thresholds depending on the application. For example, a higher num-
ber of predictions can be favourable for comparison with other data. Predictions also depend on the input families. Bigger gene families
facilitate more predictions (Fig. 2, Supplementary Fig. S3) but also re-
sult in more ambiguous calls, i.e. cases where a fragment is involved
in multiple predictions (Supplementary File S2). We observed fewer
false positive predictions when we simulated fragmentation on bigger
gene families where we were more likely to randomly split a pair of
more distant paralogs in comparison to small gene families which are
more
likely
to
contain
only
very
close
paralogs
(Fig. 2a,
Supplementary Fig. S3a). However, the results of validation indicate
that the methods are still able to identify a reasonable number of split
genes with high precision even when small gene families are used. 4.3 Validation on 3B survey assembly If we consider
each domain as a distinct sequence and look at their position in a
gene tree including full-length homologous counterparts, the branch
lengths connecting these fragments to the rest of the tree may have
markedly different lengths. As a consequence, the increase in likeli-
hood obtained by having distinct branches for each fragment may be
sufficiently large for our test to erroneously infer that the fragments
come from distinct sequences (see Supplementary Table S5 for an ac-
tual example). It may be possible to address this problem by more ex-
plicitly modelling variation of rate among sites. Downloaded from https://academic.oup.com/bioinformatics/article-abstract/35/7/1159/5089230 by Universite and EPFL Lausanne user on 09 May 2019 5 Discussion and outlook ,
(
)
p
g
pp
g p
g
regions in a low-coverage genome: lessons from the chimaera Callorhinchus milii
l
h l
h
d
h h
f
f regions in a low-coverage genome: lessons from the chimaera Callorhinchus milii
(Holocephali, Chondrichthyes). Brief. Bioinform., 12, 474–484. (Holocephali, Chondrichthyes). Brief. Bioinform., 12, 474–484. (Holocephali, Chondrichthyes). Brief. Bioinform., 12, 474–484. Efron,B. et al. (1996) Bootstrap confidence levels for phylogenetic trees. Proc. Natl. Acad. Sci. USA, 93, 7085–7090. Downloaded from https://academic.oup.com/bioinformatics/article-abstract/35/7/1159/5089230 by Universite and EPFL Lausanne user on 09 May 2 Efron,B., and Tibshirani,R.J. (eds) (1993) Hypothesis testing with the boot-
I
A
I
d
i
h
B
S
i
B
MA But already in its present form, as the large number of detected
split genes in the wheat genome illustrates, our approach is already
proving highly useful. All computer code is available for reuse as a
user-friendly package named ‘ESPRIT 2.0’ (https://github.com/
DessimozLab/esprit2) that we hope will help make phylogeny-based
detection of split genes a routine step in genome assembly and
annotation. strap. In: An Introduction to the Bootstrap. Springer, Boston, MA, pp. 220–236. Fawcett,J.A. et al. (2009) Plants with double genomes might have had a better
chance to survive the Cretaceous-Tertiary extinction event. Proc. Natl. Acad. Sci. USA, 106, 5737–5742. Goodstein,D.M. et al. (2012) Phytozome: a comparative platform for green
plant genomics. Nucleic Acids Res., 40, D1178–D1186. Goldman,N. (1993) Statistical tests of models of DNA substitution. J. Mol. Evol., 36, 182–198. Goodwin,S. et al. (2016) Coming of age: ten years of next-generation sequenc-
ing technologies. Nat. Rev. Genet., 17, 333–351. Funding This work was supported by Bayer CropScience NV, University College
London, the Swiss National Science Foundation [PP00P3_150654 to C.D.];
and the UK Biotechnology and Biological Sciences Research Council [BB/
L018241/1 to C.D.]. Katoh,K. and Standley,D.M. (2013) MAFFT multiple sequence alignment
software version 7: improvements in performance and usability. Mol. Biol. Evol., 30, 772–780. Lee,H. and Tang,H. (2012) Next-generation sequencing technologies and
fragment assembly algorithms. Methods Mol. Biol., 855, 155–174. Conflict of Interest: none declared. stract/35/7/1159/5089230 by Universite and EPFL Lausanne user on 09 May 2019 Li,Y.I. and Copley,R.R. (2013) Scaffolding low quality genomes using orthol-
ogous protein sequences. Bioinformatics, 29, 160–165. Acknowledgements Herrero,J. et al. (2016) Ensembl comparative genomics resources. Database,
2016, baw053. We thank Dr Natasha Glover for helpful feedback on the manuscript. Computations were performed on the University College London Computer
Science cluster and at the high-performance computing center Vital-IT. International Wheat Genome Sequencing Consortium (IWGSC) (2014) A
chromosome-based draft sequence of the hexaploid bread wheat (Triticum
aestivum) genome. Science, 345, 1251788. Jiao,W.-B. and Schneeberger,K. (2017) The impact of third generation genom-
ic technologies on plant genome assembly. Curr. Opin. Plant Biol., 36,
64–70. 5 Discussion and outlook This was particularly salient in
the artificial fragmentation analyses on the cassava genome. Indeed,
cassava is known to have undergone a whole-genome duplication
around 35–47 MYA ago (Bredeson et al., 2016), which is not shared
by another reference species in our analysis. As a result, many pairs
of paralogs are specific to this species, and thus virtually indistin-
guishable from fragments of the same gene by our method. As often with new approaches, the likelihood ratio test still has
room for improvement. Currently, we compute the distribution of
the test statistic empirically, via resampling. We computed up to 500
samples per test which, given the simulations and validation, seems
to be enough here; yet the convergence of the distribution could be
explored. Increasing the number of samples might lead to signifi-
cantly better approximation of the distribution and more accurate
results. In addition, parameterizing the distribution of the test statis-
tic would reduce computational time and memory usage. Since both tests rely on evolutionary relationships, some of the
mistakes could be avoided by implementing a more realistic evolution-
ary model. This is of particular importance for cases which are missed
due to differences in evolutionary rates across the length of the gene. As for the second main challenge, evolutionary rate heterogeneity
across the protein length, this can pose problem because fragments of
the same genes can wrongly appear to be coming from distinct To further improve the performance, one could try to find opti-
mal parameters for the dataset of interest and application in 1166 I.Pilizota et al. Denton,J.F. et al. (2014) Extensive error in the number of genes inferred from
draft genome assemblies. PLoS Comput. Biol., 10, e1003998. question. Different strategies could be used to obtain input families
as well as alternative tools for alignments and methods with more
exhaustive optimal tree search. For datasets with relatively close lev-
els of divergence, tree inference based on nucleotide instead of
amino-acid sequences might confer more statistical power to our
tests. It may also be possible to exploit transcriptome data as add-
itional source of information (Zhang et al., 2016). draft genome assemblies. PLoS Comput. Biol., 10, e1003998. Dessimoz,C. et al. (2011) Comparative genomics approach to detecting split-coding Dessimoz,C. et al. (2011) Comparative genomics approach to detecting split-coding
regions in a low-coverage genome: lessons from the chimaera Callorhinchus milii
(Holocephali, Chondrichthyes). Brief. Bioinform., 12, 474–484. References Price,M.N. et al. (2010) FastTree 2—approximately maximum-likelihood
trees for large alignments. PLoS One, 5, e9490. Altenhoff,A.M. et al. (2013) Inferring hierarchical orthologous groups from
orthologous gene pairs. PLoS One, 8, e53786. Prochnik,S. et al. (2012) The cassava genome: current progress, future direc-
tions. Trop. Plant Biol., 5, 88–94. Altenhoff,A.M. et al. (2014) The OMA orthology database in 2015: function
predictions, better plant support, synteny view and other improvements. Nucleic Acids Res., 43, D1, D240–D249. Sayyari,E. et al. (2017) Fragmentary gene sequences negatively impact gene
tree and species tree reconstruction. Mol. Biol. Evol., 34, 3279–3291. Train,C.-M. et al. (2017) Orthologous Matrix (OMA) algorithm 2.0: more ro-
bust to asymmetric evolutionary rates and more scalable hierarchical orthol-
ogous group inference. Bioinformatics, 33, i75–i82. Bredeson,J.V. et al. (2016) Sequencing wild and cultivated cassava and related
species reveals extensive interspecific hybridization and genetic diversity. Nat. Biotechnol., 34, 562–570. Vilella,A.J. et
al. (2009)
EnsemblCompara
GeneTrees:
complete,
duplication-aware phylogenetic trees in vertebrates. Genome Res., 19,
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Bioinformatics, 10, 421. Choulet,F. et al. (2014) Structural and functional partitioning of bread wheat
chromosome 3B. Science, 345, 1249721. Wilks,S.S. (1938) The large-sample distribution of the likelihood ratio for test-
ing composite hypotheses. Ann. Math. Stat., 9, 60–62. Claros,M.G. et al. (2012) Why assembling plant genome sequences is so chal-
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lateral gene transfer and sequencing error on orthology inference: a simula-
tion study. PLoS One, 8, e56925. Zhu,B.-H. et al. (2016) PEP_scaffolder: using (homologous) proteins to scaf-
fold genomes. Bioinformatics, 32, 3193–3195.
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https://openalex.org/W1574420429
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Portuguese
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"ASSISTÊNCIA DE ENFERMAGEM PERIOPERATÓRIA — UM MODELO CONCEPTUAL"
|
Revista da Escola de Enfermagem da USP
| 1,990
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cc-by
| 5,137
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*
Prof. Dr. do Departamento de Enfermagem em Saúde Coletiva.
** Prof. Dr. do Departamento de Enfermagem Médico-Cirúrgica. Escola de Enfermagem da
U S P - S.P. "ASSISTÊNCIA DE ENFERMAGEM PERIOPERATÓRIA
— UM MODELO CONCEPTUAL" Briguita Elza P. Castellanos *
Vanda Maria Galvão Jouclas ** Briguita Elza P. Castellanos *
Vanda Maria Galvão Jouclas ** CASTELLANOS, B.E.P. & JOUCLAS, V.M.G. Assistência de enfermagem periope-
ratória: um modelo conceituai. Rev. Esc. Enf. USP, São Paulo, 24(3):359-370,
dez. 1990. Este trabalho apresenta uma proposta de modelo conceituai de assistência de
enfermagem perioperatória,
modelo este utilizado no desenvolvimento do processo
ensino-aprendizagem da disciplina Enfermagem em Centro Cirúrgico da Escola de
Enfermagem da USP, em fase de operacionalização dentro do Programa de Integração
Docente-Assistencial no Hospital Universitário da USP. O modelo é descrito a partir
de suas bases filosóficas, as finalidades, os objetivos e sua operacionalização. UN1TERMOS: Enfermagem em centro cirúrgico. Cuidados perioperatórios. Kev. Esc. Enf
U8P, São Paulo, 2£(3) :359-370, dez. 1990 INTRODUÇÃO Dentro da literatura de enfermagem nacional, já podemos contar
com vários trabalhos na área da assistência transoperatória, que relacio-
nam os problemas de enfermagem mais freqüentemente encontrados
nesta fase KAMIYAMA (1972), SOUZA (1976), PANZA (1977), ME-
NEZES (1978), RODRIGUES (1979) e FERRAZ (1981). Estes trabalhos apresentam com primeira prioridade, em relação
aos "problemas sentidos" e às "expectativas de cuidado", o desenvolvi-
mento do papel expressivo do enfermeiro do centro-cirúrgico, sendo a
"segurança emocional" a necessidade básica mais afetada- concretizada
por expressões do tipo: "falta e preocupação com a famüia; medo da
anestesia, da cirurgia e da morte; medo do desconhecido; desatenção por
parte dos elementos da equipe cirúrgica; necessidade de maiores orien*
tações sobre as normas de vida pós-alta" e pelas expectativas de "ser
tratado com delicadeza' receber mais amor e carinho, haver diálogo en-
tre enfermeiro e cliente e obter mais companhia". Como segunda prioridade, aparecem nestes mesmos trabalhos, o de-
senvolvimento do papel instrumental do enfermeiro do centro-cirúrgico,
sendo a "segurança física" a necessidade básica mais afetada. Assim, a Kev. Esc. Enf
U8P, São Paulo, 2£(3) :359-370, dez. 1990 359 competência profissional do enfermeiro estava expressa em termos de
"receber os cuidados necessários", "ser observado adequadamente" e
"receber bons cuidados". competência profissional do enfermeiro estava expressa em termos de
"receber os cuidados necessários", "ser observado adequadamente" e
"receber bons cuidados". A necessidade da intervenção profissional de enfermagem no centro
cirúrgico frente a estas necessidades básicas afetadas, portanto, é fato
comprovado não só pelos inúmeros trabalhos na área psicossomática do
paciente cirúrgico, como também por estes estudos mencionados an-
teriormente. Neste sentido, a assistência de enfermagem sistematizada é de re-
levante importância no período perioperatório, como referem CASTEL-
LANOS (1978) e CASTELLANOS & MANDELBAUM (1985) quando
propõem a aplicação do processo de enfermagem ao cuidado do paciente
durante a fase transoperatória tanto no que se refere ao preparo físico
do paciente para o ato anestésico-cirúrgico, como também com o intuito
de prepará-lo emocionalmente para enfrentar esta agressão. Para que
isto ocorra o enfermeiro de centro cirúrgico necessita levar em conside-
ração dois componentes básicos da enfermagem profissional: o modelo
conceituai de enfermagem e a determinação da competência profissional
do enfermeiro. INTRODUÇÃO O primeiro pode ser descrito como o guia que levará o
enfermeiro
determinar
que dados coletar para fins de identificar o
diagnóstico de enfermagem e a conseqüente intervenção e o segundo é
caracterizado pelos conhecimentos cognitivos, afetivos e psicomotores ne-
cessários para o atendimento das necessidades afetadas dos pacientes
decorrentes do ato anestésico-cirúrgico propriamente dito. O enfermeiro, ser social que é, desenvolve seu exercício profissional
em determinado espaço social- fazendo uso dos instrumentos da cultura
da sua sociedade e produzindo conhecimentos e representações com fina-
lidades determinadas. O enfoque do corpo de conhecimentos da enfermagem ao longo de
sua história sempre esteve relacionado com a natureza do seu serviço,
com os objetivos almejados, com a concreticidade de seu ambiente de
trabalho e de seus clientes, bem como com a sua congruência com o
sistema ideológico vigente. Os modelos de intervenção de enfermagem,
ou seja, as maneiras como os fatores no componente "conhecimento"
são estudados, dão significado à visão do cuidado de enfermagem, expli-
citando o enfoque de sua prática na medida que deixam transparecer a
concepção de homem, de enfermagem, do processo saúde-doença e das
relações sociais e institucionais. Considerados como instrumentos de trabalho, os modelos de inter-
venção têm um caráter mediador entre o enfermeiro e seu cliente e
pressupõem um projeto que, através do trabalho (a própria intervenção
de enfermagem) transforma o pensamento em ação. A maioria destes
modelos surgiram- e continuam surgindo, em resposta a como os clientes
são vistos pelos enfermeiros e pelas suas relações supra e infra estrutu-
rais. Assim temos, entre outros- os modelos de: "resposta ao estresse"
de LITTLE& CARNEVALI (1976) e NEUMAN (1979); "interação" de
PEPLAU (1952); TRAVELBEE
(1971); ORLANDO (1978); OREM (1980) e KING (1971); "resolução de problemas" de LEVTNE (1973),
WATSON & MAYERS (1981) e STEVENS (1984); "necessidades hu-
manas básicas" de YURA & WALSH (1967) e HORTA (1970) e de "sis-
temas" de ROY (1976) e PAIM (1978) e aqueles mais corriqueiramente
encontrados na maioria de nossos serviços de enfermagem, os modelos
"médicos" e "hospitalares". INTRODUÇÃO Apesar de que a maioria dos enfermeiros de centro cirúrgico con-
corde que o "modelo médico", orientado para sistemas biológicos e esta-
dos patológicos "que hegemonia a autoridade do médico, induz o enfer-
meiro a promover a confiança na relação médico-paciente e objetiva a
manutenção de uma relação harmoniosa e confiante entre o enfermeiro
e o médico, mesmo às expensas da relação enfermeiro^aciente'' MUR-
FHY (1979) e o "modelo Jwspitalar", burocrático, funcionalista, reite-
rativo, cujo objetivo é "manter a ordem social da instituição, mesma
às expensas do bem estar individual do paciente e cuja ênfase é no
tra-balho em equipe e na responsabilidade da equipe com
desconsideração à interação enferm/eim-paciente e à
responsabilidade individual". MUR-
PHY (1979), e que não estimula e apoia a interação dos diferentes pro-
fissionais e ocupacionais, não são adequados para a prática profissional
da Enfermagem- estes são- ainda, os modelos mais utilizados na realida-
de dos centros cirúrgicos de nossos hospitais. MODELO CONCEITUAL PROPOSTO A fim de contrapor este enfoque da prática do enfermeiro de centro
cirúrgico caracterizada quase exclusivamente por atividades ditas admi-
nistrativas, mas que se limitam às atividades burocráticas, médico-de-
legadas e de outras áreas, tais como de Zeladoria, do Serviço de Manu-
tenção, do Serviço de Limpeza, de Secretaria e assim por diante, e de
intervenções de enfermagem baseadas nas disfunções sistêmicas ou or-
gânicas, no diagnóstico e no procedimento terapêutico-médico, faz-se
necessário que nós, enfermeiros de centro cirúrgico paremos para refle-
tir e repensar nossa prática diária afim de que a mesma vá de encontro
aos seus componentes profissionais. Como ponto de partida para esta reflexão, propomos um modelo
conceitual-filosófico de assistência de enfermagem perioperatória, modelo
este utilizado no desenvolvimento do processo ensino-aprendizagem da
disciplina Enfermagem em Centro-Cirúrgico da Escola de Enfermagem
da Universidade de São Paulo e em fase de operacionalização, dentro do
Programa de Integração Docente-Assistencial no Hospital Universitário
da USP. O alvo de atenção da enfermagem perioperatória- ou seja- o domí-
nio de sua prática, origina-se das situações, condições ou fenômenos re-
lacionados ao processo saúde-doença e conseqüentes à terapêutica mé-
dica-cirúrgica (procedimento anestésico-cirúrgico) como um evento da
vida do paciente. Esses problemas de saúde geralmente refletem a ne-
cessidade do indivíduo alterar e/ou reforçar seu comportamento ou es- tilo de vida a fim de conseguir lidar com esta condição e melhorar seu
estado de saúde. O enfermeiro de centro-cirúrgico para ser realmente
útil ao paciente cirúrgico, deve ter algumas idéias e pensamentos acerca
do serviço que presta (assistência de enfermagem perioperatória). tilo de vida a fim de conseguir lidar com esta condição e melhorar seu
estado de saúde. O enfermeiro de centro-cirúrgico para ser realmente
útil ao paciente cirúrgico, deve ter algumas idéias e pensamentos acerca
do serviço que presta (assistência de enfermagem perioperatória). De acordo com CHIN & JACOBS (1983), no exercício da profissão
temos um estilo de pensar acerca de situações de enfermagem, estilo
este que geralmente utiliza conceitos para classificar eventos. Estes
conceitos e suas pressuposições básicas podem proporcionar um modo
de descrever o que os enfermeiros observam e vivenciam. Pela utilização de um sistema de conceitos, portanto, o enfermeiro
observará, analisará e modificará os conceitos abrangidos e, assim, au-
mentará a sua competência profissional. MODELO CONCEITUAL PROPOSTO Apesar da maioria dos enfermeiros nunca pensar na sua prática em
termos de modelos de atuação, é inquestionável que todos têm um mo-
delo a partir do qual desenvolvem seu exercício profissional. As bases
destes modelos derivam, como já vimos, principalmente das crenças
acerca do Homem e da Vida (p. ex. a saúde é de responsabilidade pessoal
ou profissional?; o nosso enfoque é a quantidade ou a qualidade da
vida?). Para definirmos um modelo para a nossa prática como docentes de
Enfermagem em Centro Cirúrgico exploramos' primeiro- nossa filosofia
pessoal acerca dos componentes essenciais da Enfermagem e suas rela-
ções, os quais incluem, como indica FAWCETT (1978), o Homem, o
ambiente, a saúde e a Enfermagem. Em seguida, elaboramos um modelo
de atuação baseado nos conceitos de assistência integral, continuada,
participativa, individualizada, documentada e avaliada, que é utilizado
por nossos alunos do 3" ano do Curso de Graduação em Enfermagem
(120h teóricas e 150h práticas). A aplicação deste modelo à atuação dos enfermeiros do Centro Ci-
rúrgico do Hospital Universitário da Universidade de São Paulo se deu
como conseqüência de nossa participação, como membros da disciplina
Enfermagem em Centro Cirúrgico da EEUSP, na organização e implan-
tação da referida unidade e da coerência dos nossos valores e pressupos-
tos com os do Departamento de Assistência de Enfermagem do Hospital
em questão. Assim sendo* iniciamos a sua operacionalização num tra-
balho conjunto enfermeiros de campo e enfermeiros docentes. Faz-se necessário salientar que as bases conceituais e filosóficas
propostas neste trabalho só poderão ser convertidas em atividades se
estas forem consideradas como um determinado ato ou conjunto deles
em virtude do qual um sujeito ativo- "agente", modifica uma determi-
nada situação e que por "agente", (no caso, nós enfermeiros de centro
cirúrgico), se defina aquele que age, o que atua e não apenas tem possi-
bilidade e ou está disponível para atuar ou agir em atos que se estrutu-
ram dentro de um processo total, como recomenda VASQUES (1977)
que caracteriza, ainda, esta prática como uma "praxis reflexiva" (sen-
sibilidade de agir sobre o concreto diante de um grau elevado de cons- ciencia que se tem da atividade prática). DEFINIÇÃO DE TERMOS Periodo perioperatório, compreende os períodos pré-operatório ime-
diato, transoperatório- intra-operatório, recuperação pós anestésica e
pós-operatório imediato. Período pré-operatório imediato, compreendido desde a véspera da
cirurgia até o momento em que o paciente é recebido no centro cirúrgico. Período transoperatório, compreendido desde o momento em que o
paciente é recebido no centro cirúrgico até o momento em que é enca-
minhado para a sala de recuperação pós-anestésica. Período intra-operatório, compreendido desde o momento do início
até o final da anestesia. Período de recuperação pós-anestésica, compreendido desde o mo-
mento da alta do paciente da sala de operações até sua alta da sala de
recuperação pós-anestésica. Período de pós-operatório imediato, compreendido desde a alta do
paciente da sala de recuperação pós-anestésica até as primeiras 48 horas
pós operatorias. *
O termo «sistemática de assistência de enfermagem perioperatória», se refere a denomina-
nfto utilizada pelo Departamento de Enfermagem do Hospital Universitário - U S P ( S A E )
acrescida da letra « P » para designar o período «perioperatório»
( S A E P ) . MODELO CONCEITUAL PROPOSTO Assim, de acordo com um
modelo gerado a partir de componentes profissionais próprios, poderemos
garantir a melhoria da qualidade da nossa prática, esta decorrente do
compromisso social de oferecer ao cliente que vai passar pela experiência
de um ato anestésico-cirúrgico uma assistência de enfermagem eficien-
te que atenda às suas reais necessidades, combinando ações tanto ex-
pressivas como instrumentais. Colocaremos em seguida as bases teóricas que desenvolvidas, po-
dem oferecer aos enfermeiros de centro cirúrgico subsídios para uma
reflexão profunda sobre a operacionalização da assistência de enferma-
gem perioperatória. A SAEP tem como finalidades: — proporcionar assistência
integral
(holística), individualizada,
participativa e continuada por meio da avaliação e preparos pré-opera-
tórios imediatos, intervenção de enfermagem transoperatória e avalia-
ção pós-operatória; — propiciar- por meio da integração das ações inter-institucionais,
inter-disciplinares e multiprofissionais, condições favoráveis para o en-
sino da enfermagem perioperatória, nos níveis de graduação, pós-gra-
duação e educação continuada; — estimular, planejar e desenvolver investigações e pesquisas na
área da assistência e educação da enfermagem perioperatória e, — estimular, planejar e desenvolver investigações e pesquisas na
área da assistência e educação da enfermagem perioperatória e, — participar do desenvolvimento de investigações e pesquisa na
área da assistência e educação de enfermagem planejadas com enfer-
meiros de outras áreas. — participar do desenvolvimento de investigações e pesquisa na
área da assistência e educação de enfermagem planejadas com enfer-
meiros de outras áreas. FILOSOFIA DA ASSISTÊNCIA DE
ENFERMAGEM PERIOPERATÓRIA Nosso sistema referencial da assistência de enfermagem periopera-
tória, abrange os conceitos da assistência holística, continuada, partici-
pativa, individualizada, documentada e avaliada, operacionalizada por
meio
da
"sistemática de assistência de enfermagem perioperatória"
(SAEP) *. Assim, acreditamos que: — o paciente é singular e tem direito à assistência de enfermagem
integral, individualizada e participativa; — a qualidade da assistência de enfermagem no período periopera-
tório, está vinculada a uma intervenção conjunta dos enfermeiros das
unidades de internação e do centro cirúrgico; — o sistema da assistência de enfermagem promove a continuida-
de dessa assistência, a participação do paciente, família e condições de
documentação e de avaliação da assistência prestada; — o sistema da assistência de enfermagem promove a continuida-
de dessa assistência, a participação do paciente, família e condições de
documentação e de avaliação da assistência prestada; — os padrões de assistência de enfermagem promovem a educação
continuada do pessoal de enfermagem; — os padrões de assistência de enfermagem promovem a educação
continuada do pessoal de enfermagem; — a avaliação da assistência prestada proporciona subsídios para a
melhoria da qualidade da assistência de enfermagem e para o desenvol-
vimento da profissão; — a avaliação da assistência prestada proporciona subsídios para a
melhoria da qualidade da assistência de enfermagem e para o desenvol-
vimento da profissão; — a assistência de enfermagem perioperatória ao paciente cons-
ciente, semi-consciente e inconsciente deve proporcionar respeito pelo
indivíduo com proteção a seus direitos humanos e à sua dignidade pes-
soal, satisfação das suas necessidades sentidas, prevenção de acidentes
e lesões passíveis de acontecer por negligência, impericia ou omissão, e
estado de alerta e proteção contra perigos peculiares ao ambiente do
centro cirúrgico, sala de recuperação pós-anestésica e/ou procedimen-
tos específicos. *
Adaptada para ser operacloraalizada no H U / U S P . FINALIDADES DA SISTEMÁTICA DA
ASSISTÊNCIA DE ENFERMAGEM PERIOPERATÓRIA* A SAEP tem como finalidades: OBJETIVO DA ASSISTÊNCIA DE
ENFERMAGEM PERIOPERATÓRIA Na assistência de enfermagem .,o paciente no período perioperató-
rio, o enfermeiro do centro cirúrgico, como um dos agentes da assistên-
cia à saúde do paciente cirúrgico visa: — ajudar o paciente, e sua família, a compreender seu problema
de saúde, a preparar-se para o tratamento anestésico-cirúrgico proposto
e suas conseqüências e a utilizar seus mecanismos de defesa, fisiológicos
p psicológicos, durante este período e, — diminuir ao máximo os riscos inerentes ao ambiente específico
do centro cirúrgico e da sala de recuperação pós-anestésica e à utiliza-
ção dos materiais e equipamentos necessários ao desenvolvimento dos
procedimentos anestésicos-cirúrgicos, bem como colaborar na consecu-
ção destes procedimentos, pela previsão, provisão e controle de recursos
humanos, em qualidade e quantidade necessários. OPERACIONAL1ZAÇÃO DA SAEP Para que a filosofia, as finalidades e objetivos expostos sejam colo-
cados em prática cinco (5) momentos devem ser considerados, como
podemos observar no Fluxo Operacional da SAEP, apresentado no
Anexo 1: 1 — Avaliação pré-operatória — através do desenvolvimento de
dois procedimentos básicos: coleta de dados para a implementação da
visita pré-operatória e a entrevista com o paciente a ser operado e sua
família (visita pré-operatória) que têm como objetivos principais a pro-
moção da continuidade da assistência de enfermagem entre a unidade
de internação e o centro cirúrgico, a nível de cuidados pré-operatórios
imediatos e mediatos e cuidados transoperatórios, o respeito ao holísmo
e à individualidade do paciente e a redução da ansiedade do paciente/
família. 2 — Identificação de problemas — a partir da conceituação de
"problema de paciente" como sendo "condição, situação, dificuldade,
questão ou fenômeno apresentado pelo paciente e/ou sua família, neces-
sidade não atendida adequadamente" e de "problema de enfermagem"
como sendo "problema do paciente cujo atendimento está dentro do âm-
bito de atuação da enfermagem" FRIEDLANDER (1977), procuramos
identificar os problemas sentidos pelo paciente a ser operado e os evi-
denciados pelo enfermeiro durante a visita pré operatoria e no momento
do recebimento do paciente no Centro Cirúrgico. 2 — Identificação de problemas — a partir da conceituação de
"problema de paciente" como sendo "condição, situação, dificuldade,
questão ou fenômeno apresentado pelo paciente e/ou sua família, neces-
sidade não atendida adequadamente" e de "problema de enfermagem"
como sendo "problema do paciente cujo atendimento está dentro do âm-
bito de atuação da enfermagem" FRIEDLANDER (1977), procuramos
identificar os problemas sentidos pelo paciente a ser operado e os evi-
denciados pelo enfermeiro durante a visita pré operatoria e no momento
do recebimento do paciente no Centro Cirúrgico. 3 — Planejamento de cuidados — análise dos problemas de enfer-
magem detectados e elaboração da evolução e da prescrição de enfer-
magem para o período transoperatório, considerando-se a participação
do paciente e família como um elemento de fortalecimento do indivíduo. 3 — Planejamento de cuidados — análise dos problemas de enfer-
magem detectados e elaboração da evolução e da prescrição de enfer-
magem para o período transoperatório, considerando-se a participação
do paciente e família como um elemento de fortalecimento do indivíduo. 4 — Implementação da assistência de enfermagem para o período
transoperatório — a nivel de fazer, ajudar, orientar, supervisionar e
encaminhar, são implementados os cuidados prescritos. OPERACIONAL1ZAÇÃO DA SAEP Neste momento
é imprescindível, além de toda a documentação dos cuidados oferecidos,
a evolução de enfermagem, ao final da cirurgia para a efetuação de nova
prescrição para a fase de recuperação pós-anestésica, bem como a evo-
lução e a prescrição ao ser dada a alta do paciente na SRPA. 4 — Implementação da assistência de enfermagem para o período
transoperatório — a nivel de fazer, ajudar, orientar, supervisionar e
encaminhar, são implementados os cuidados prescritos. Neste momento
é imprescindível, além de toda a documentação dos cuidados oferecidos,
a evolução de enfermagem, ao final da cirurgia para a efetuação de nova
prescrição para a fase de recuperação pós-anestésica, bem como a evo-
lução e a prescrição ao ser dada a alta do paciente na SRPA. 5 — Avaliação pós-operatória — através da visita pós-operatória,
o enfermeiro de centro cirúrgico tem condições de avaliar a assistência
planejada e implementada, e assim corrigir as falhas detectadas. Esta
visita é efetuada entre 24 e 48 h após o ato anestésico cirúrgico. Para finalizar o fluxo operacional proposto, e assegurar sua vali-
dade- é imprescindível que o enfermeiro do centro cirúrgico comunique,
a todas as pessoas envolvidas na assistência ao paciente, os dados resul-
tantes da avaliação pós-operatória (equipes de enfermagem da SRPA,
do
Centro
Cirúrgico, da Unidade de origem ou encaminhamento do
paciente). Todos os momentos descritos devem ser anotados no Prontuário
do Paciente para, assim, assegurar o registro, tido como documento le-
gal, de todos os cuidados de enfermagem oferecidos bem como para
constituirem-se em fontes de informações para o planejamento da as-
sistência na sala de recuperação pós-anestésica e na unidade de origem
ou de encaminhamento do paciente. CONSIDERAÇÕES FINAIS Acreditando que nossa intervenção de enfermagem no período pe-
rioperatório deva trilhar o caminho de uma "ação do Homem sobre a
matéria e criação — através dela — de uma realidade humanizada"
(VASQUES, 1977), o modelo conceitual-filosófico exposto é uma alter-
nativa teórica para assegurar a prestação da assistência de enfermagem
reflexiva, criadora e, portanto, profissional. Como tal, está sendo ope-
racionalizada no processo ensino-aprendizagem da disciplina Enferma-
gem em Centro Cirúrgico da EEUSP e na SAEP do Centro Cirúrgico
do Hospital Universitário da USP. Nesta relação teoria-prática é necessário enfatizar que temos total
consciência do perigo de burocratizar esta práxis, isto é, "converter o
formal (o fluxo operacional) no seu próprio conteúdo} sacrificando as-
sim o conteúdo à forma, o real ao ideal e o particular concreto ao uni-
versal abstrato" (VASQUES, 1977) bem como de torná-la uma práxis me-
cânica, reiterativa, em que "a sua repetição infinita se alcança mediante
sua extrema formalização, ou seja, mediante a negação do papel do
conteúdo para sujeitá-la inteiramente a uma forma que lhe é exterior"
(VASQUES, 1977). Neste sentido temos nos preocupado com o grau de penetração da
consciência do enfermeiro no desenvolvimento de sua prática e com o
grau de criação e humanização do cuidado de enfermagem. Procuramos,
assim, continuamente discutir esta relação entre a atividade da cons-
ciência dos alunos e dos enfermeiros e a suas respectivas atuações pois
"no processo verdadeiramente criador, a unidade de arribos osi lados do
processo — o subjetivo e objetivo, o interior e o exterior se apresenta
de modo indissolúvel... na criação temos a atividade consciente do
sujeito sobre uma determinada matéria, que é trabalhada ou estruturada de acordo com a finalidade ou o projeto que a consciência traça" (VAS-
QUES' 1977). Q
)
Como modelo conceitual-filosófico sabemos, também, que ele tem*
"no tempo, certa esfera de validade, dai a possibilidade e necessidade de
generalizá-lo e estendê-lo, isto é, de repeti-lo, enquanto esta validade se
mantiver... a repetição se justifica, enquanto a própria vida não re-
clama uma nova criação" (VASQUES, 1977). CASTELLANOS, B.E.P. & JOUCLAS, V.M.G. Perioperative nursing care: a concep-
tual model. Rev. Esc. Enf. USP, São Paulo, 24(3):359-370, Dec. 1990. This study shows a proposed conceptual model of perioperative nursing care. This model has been used during the teaching-learning process of students in the
operating room course of the School of Nursing State of University of São Paulo. REFERÊNCIAS BIBLIOGRÁFICAS C A S T E L L A N O S , B.E.P. Aplicação do processo de enfermagem na unidade de centro cirúrgico. Rev. Esc. Enf. USP., São Paulo, 12(3):170-86, dez. 1978. C A S T E L L A N O S , B.E.P. Aplicação do processo de enfermagem na unidade de centro cirúrgico. Rev. Esc. Enf. USP., São Paulo, 12(3):170-86, dez. 1978. & M A N D E L B A U M ,
M.H.S. Uma proposta para discussão:
o papel do
enfermeiro
na unidade de centro cirúrgico. Rev. Paul. Enf., São Paulo, 5(1):16-20,
jan./mar. 1985. CHIN,
P. & JACOBS,
M. Theory and nursing: a sistema tic approach. St. Louis, Mosby,
1983. 222p. F A W C E T T ,
J. The relationship
between
theory
and research:
double
helix. Gaithsburg,
1(1):49-62, Oct. 1978. F E R R A Z ,
E.R. O paciente
cirúrgico e suas expectativas e opiniões quanto ao cuidado
de
enfermagem
no periodo transoperatório. Trabalho apresentado
no
CONGRESSO
B R A S I -
L E I R O D E E N F E R M A G E M , 33., M A N A U S ,
1981. 21p. F R I E D L A N D E R , M.R. Problemas de enfermagem e sua conceituação. Rev. Esc. Enf. USP.,
São Paulo, 11(3):325-30, dez. 1977. H O R T A , W . de A. Contribuição para uma teoria de enfermagem
Rev. Bras. Enf., Rio de
Janeiro, 23(3-6):119-25, jul./dez. 1970. K A M I Y A M A , Y. O doente hospitalizado e sua percepção quanto à prioridade de seus proble»
mas. São Paulo, 1972. l l l p . (Tese de doutorado — Escola de Enfermagem da U S P ) . K I N G , I.M. Toward a theory for nursing: general concepts of human behavior. New York,
John Wiley & Sons, 1971. 204p. E V I N S , M.E. Introduction to clinical nursing. 2. ed. Philadelphia, Davis, 1973. L I T T L E , D. & C A R N E V A U , D. Diagnostic statement: problem defined. Tn:
W A L -
TER, J.B. et alii. Dynamics of problem oriented approaches: patient care and documen-
tation. Philadelphia, Lippincott, 1976. p. 213. MENEZES, A . R . CONSIDERAÇÕES FINAIS The development of perioperative nursing care in the "University Hospital" is based
in this model and it is in the implementation phase as an activity of "Assistencial-
Teaching Program". The model demonstrates the philosophical concepts, finalities
and its performance. UNITERMS: Operating room nursing. Perioperative care. UNITERMS: Operating room nursing. Perioperative care. UNITERMS: Operating room nursing. Perioperative care. MENEZES, A . R . A problemática da enfermagem dos pacientes no periodo
transoperatório:
um estudo dos problemas sentidos e observados.
São Paulo, 1978.
81p.
(Dissertação de
mestrado — Escola de Enfermagem da U S P ) . Y U R A ,
H . & W A L S H ,
M.B. Human needs and the nursing process.
New York, Appleton-
Century-Crofts, 1967.
330p. REFERÊNCIAS BIBLIOGRÁFICAS A problemática da enfermagem dos pacientes no periodo
transoperatório:
um estudo dos problemas sentidos e observados. São Paulo, 1978. 81p. (Dissertação de
mestrado — Escola de Enfermagem da U S P ) . M U R P H Y ,
C.C. Ethical aspects of decision
making. In: N A T I O N A L
L E A G U E
F O R
N U R -
SING. Political, social and education forces: impact of social forces. New York,
1979. p. 17-25. (Publ. n» 15-1774). N E U M A N , M. Theory development in nursing. Philadelphia, Davis, 1979. 94p. OREM, D.E. Nursing: concepts of practice. 2. cd. New York, McGraw-Hill. 1980. 232p. O R L A N D O , I.J. O relacionamento dinâmico enfernieiro-paciente. São Paulo, E P U , 1 P A I M , R. Problemas de enfermagem e terapia centrada nas necessidades
do paciente. Rio
de Janeiro, União dos Cursos Cariocas, 1978. 283p. P A N Z A ,
A . M . M . Efeito da visita pré-operatória da enfermeira dc centro cirúrgico sobre o
estresse do paciente no pré-operatório, no dia da cirurgia e nos pó-operatório. São Paulo,
1977. 75p. (Dissertação do mostrado — Escola do Enfermagem da
UfciP). P E P L A U ,
H. Interpersonal relations in nursing. 3. ed. New York, Putman's, 1952. 330p. RODRIGUES,
A . I . O paciente no sistema centro-cirúrgico: um estudo sobre as percepções e
opiniões dos pacientes em relação ao período trans-operatório. São Paulo, 1979. 150p. (Dis-
sertação de mestrado —• Escola de Enfermagem da U S P ) . ROY,
S.C
Introduction to nursing: an adaptation model. Englcwood Cliffs, Prentice-Hall,
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sidade de segurança do paciente cirúrgico. Porto Alegre, 1976. 43p. (Tese de livre-do-
cência — Escola de Enfermagem da
U F R S ) . STEVENS,
B.J. Nursing theory:
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Little-
Brow, 1984. 298p. T I Í A V E L B E E ,
.)
Interpersonal aspects of nursing-
2. ed. Philadelphia,
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.)
Interpersonal aspects of nursing-
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A.S. Filosofia da praxis. 2. ed. REFERÊNCIAS BIBLIOGRÁFICAS Rio de Janeiro, Paz e Terra, 1977. 454p. W A T S O N , A . B . & MAYERS,
M.G. Assesment and documentation: nursing theories in action. New Jersey,
Charles B. Slack, 1981. 373p. Y U R A ,
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M.B. Human needs and the nursing process. New York, Appleton-
Century-Crofts, 1967. 330p. A N E X O
I A N E X O
I
F L U X O O P E R A C I O N A L D A S A E P
SISTEMA REFERENCI AL~
jsjstenc. ía
i n t e g r a l
^Assistência
continuada
- A s s i s t ê n c i a
p a r t i c i p a t i v a
- A s s i s t ê n c i a
i n d i v i d u a l i z a d a
A s s i s t ê n c i a
documentada
A s s i s t ê n c i a a v a l i a d a
ENFERMEIRA DA
UNIDADE
PRONTUARIO DO
PACIENTE
ENTREVISTA
PACIENTE/FAMILIA
ENF. SRPA
ENF. U I / U T I
EQUIPE ENF. C . C . V i s i t a p r e - o p e r a t o r i a
v ~ * Intervenção
enf. Anotações e/ou
evoluções
e
p r e s c r i ç õ e s
I d e n t i f i c a ç ã o
de problemas
sentidos e
evidenciados
Evolução e p r e s c r i ç ã o
de
enf. para o t r a n s ,
op. F . A . 0 . S . E . Anotações e/ou evolução e
p r e s c r i ç ã o t r a n s , e de RPA
V i s i t a pos op . Intervenção
enf. Anotações e/ou evolução e
prese ri çao F L U X O O P E R A C I O N A L D A S A E P F L U X O O P E R A C I O N A L D A S A E P jsjstenc. REFERÊNCIAS BIBLIOGRÁFICAS ía
i n t e g r a l
^Assistência
continuada
- A s s i s t ê n c i a
p a r t i c i p a t i v a
- A s s i s t ê n c i a
i n d i v i d u a l i z a d a
A s s i s t ê n c i a
documentada
A s s i s t ê n c i a a v a l i a d a SISTEMA REFERENCI AL~ V i s i t a p r e - o p e r a t o r i a
Intervenção
enf. Anotações e/ou
evoluções
e
p r e s c r i ç õ e s Recebido em 28/11/89
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The effectiveness of a tablet-based video game that stimulates cognitive, emotional, and social skills in developing academic skills among preschoolers: study protocol for a randomized controlled trial
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Trials
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Abstract Background: Evidence suggests that children from low-income families begin the preschool stage with less aca‑
demic and non-academic skills development compared to higher-income families. There are several successful expe‑
riences of early stimulation of cognitive and social-emotional skills; however, there is scarce evidence of the effec‑
tiveness of a video game that incorporates the stimulation of these skills simultaneously. This study aims to evaluate
the effectiveness of a video game in stimulating cognitive, emotional, and social competence skills in developing
academic skills in socioeconomically disadvantaged preschool children. Methods: A cluster-randomized controlled trial design will be used. A tablet-based video game that stimulates
cognitive and socio-emotional skills to improve the development of academic skills is compared with a tablet-based
game where students draw and paint with no explicit stimulation of cognitive and socio-emotional skills. Eighteen
schools and 750 Chilean preschool students will be recruited. The effectiveness of the intervention will be assessed
using a direct evaluation of children on literacy learning and pre-calculation skills at baseline, immediately after stimu‑
lation, and at 6, 12, 18, and 24 months post-intervention. The mediating effect of working memory, inhibitory control,
emotion recognition, and prosocial behaviours will be assessed on the effectiveness of the intervention. Discussion: The proposed study will be the first to test the effectiveness of a tablet-based video game stimulating
cognitive and social-emotional skills to improve academic skills in socioeconomically disadvantaged preschool chil‑
dren in Chile, controlling for gender, age (in months), mental health, and baseline conditions of stimulated skills. Trial registration: ClinicalTrials.gov NCT05224700. Registered on February 2022 Keywords: Cognitive skills, Emotional skills, Academic skills, Tablet play, Preschools, Randomized con © The Author(s) 2022. Open Access This article is l
permits use, sharing, adaptation, distribution and r
original author(s) and the source, provide a link to t
other third party material in this article are included
to the material. If material is not included in the art
regulation or exceeds the permitted use, you will n
licence, visit http://creativecommons.org/licenses/
mmons.org/publicdomain/zero/1.0/) applies to th
p
jg
@
2 Research Center for Students Mental Health (ISME), Faculty of Education,
Universidad de los Andes, Santiago, Chile
Full list of author information is available at the end of the article © The Author(s) 2022. The effectiveness of a tablet‑based video
game that stimulates cognitive, emotional,
and social skills in developing academic
skills among preschoolers: study protocol
for a randomized controlled trial Cristian A. Rojas‑Barahona1, Jorge Gaete2,3* , Mauricio Véliz4, Ramón D. Castillo1, Saray Ramírez2,3 and
Ricardo Araya5 Rojas‑Barahona et al. Trials (2022) 23:936
https://doi.org/10.1186/s13063-022-06875-9 Open Access Background and rationale {6a} Contact information: E-mail: c.rojas@
utalca.cl; Phone +71 2201747; Address:
Avenida Lircay S/N, Campus Lircay,
Faculty of Psychology, Universidad de
Talca, Maule Region. Role of sponsor {5c}
Funders played no role in the design
of the study, collection, management,
analysis, and interpretation of the
report. They will not have ultimate
authority over any of these activities. The effectiveness of a tablet-based
video game that stimulates cognitive,
emotional, and social skills on develop‑
ing academic skills among preschool‑
ers: study protocol for a randomized
controlled trial. The effectiveness of a tablet-based
video game that stimulates cognitive,
emotional, and social skills on develop‑
ing academic skills among preschool‑
ers: study protocol for a randomized
controlled trial. Trial identifier NCT05224700 in Clinical
Trials [ClinicalTrials.gov] under the
registry name: “Early Development
of Academic Skills in the Classroom:
Short- and Mid-term Effects of a Tablet-
based Game That Stimulates Cogni‑
tive, Emotional, and Social Skills for
Pre-kindergarten Children”; [registered
in February 2022] g
y
The EFs are integrated by different components par-
ticipating in goal-directed behaviour, where inhibitory
response, attention, and working memory seem criti-
cal [6]. In recent years, the development of EFs has been
a significant focus of research, among other reasons,
because [6] (a) there is growing evidence that EFs are
crucial to school success; (b) EFs are deficient in several
learning/developmental disorders; (c) children in socio-
economically disadvantaged context seem to have lower
EF development before entering formal education when
compared when their counterparts from more affluent
families; and (d) there is increasing evidence that EFs
can be stimulated in children with typical and atypical
development. This research is funded by the National
Research and Development Agency
[ANID]. Unique ID: Fondecyt Regular
1210989; and by ANID – Millennium Sci‑
ence Initiative Program – NCS2021_081. J. Gaete: Research Center for Students
Mental Health (ISME), Faculty of Educa‑
tion, Universidad de los Andes. Chile. Millennium Nucleus to Improve the
Mental Health of Adolescents and
Youths, Millennium Science Initiative,
Chile. Within EFs, working memory (WM) and inhibitory
control (IC) have been identified as critical components
in the development of academic skills such as early liter-
acy and precalculus [7], in addition to the evidence that
they can be stimulated early in development [8]. Abstract 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 12 Rojas‑Barahona et al. Trials (2022) 23:936 This research is funded by the National
Research and Development Agency
[ANID]. Unique ID: Fondecyt Regular
1210989; and by ANID – Millennium Sci‑
ence Initiative Program – NCS2021_081. Background and rationale {6a} Several authors [1] have expressed that improving learn-
ing and socialization skills has many advantages in the
prevention of behaviour problems, the quality of life of
children, and long-term health and economic outcomes. Evidence suggests that children from low-income families
may begin the preschool stage with lower development of
academic skills (such as precalculus and initial literacy)
and non-academic skills (such as emotional and social
competence), when compared to children from higher-
income families [2]. Such differences could increase long-
term social-emotional, educational, and health disparities
[3]. Between the ages of 3 and 7, critical aspects of human
development happen, such as emotion recognition, con-
trol of behaviour [4], and the development of Executive
Functions (EF) [5]. Therefore, it becomes essential to
stimulate these skills among socially vulnerable children. 2013-statement-defining-standard-protocol-items-for-
clinical-trials/). Title {1}
The effectiveness of a tablet-based
video game that stimulates cognitive,
emotional, and social skills on develop‑
ing academic skills among preschool‑
ers: study protocol for a randomized
controlled trial. Trial registration {2a and 2b}. Trial identifier NCT05224700 in Clinical
Trials [ClinicalTrials.gov] under the
registry name: “Early Development
of Academic Skills in the Classroom:
Short- and Mid-term Effects of a Tablet-
based Game That Stimulates Cogni‑
tive, Emotional, and Social Skills for
Pre-kindergarten Children”; [registered
in February 2022]
Protocol version {3}
Version 1 of 01-25-2022
Funding {4}
This research is funded by the National
Research and Development Agency
[ANID]. Unique ID: Fondecyt Regular
1210989; and by ANID – Millennium Sci‑
ence Initiative Program – NCS2021_081. Author details {5a}
C. Rojas: Faculty of Psychology, Research
Center on Cognitive Sciences, Universi‑
dad de Talca-Chile. J. Gaete: Research Center for Students
Mental Health (ISME), Faculty of Educa‑
tion, Universidad de los Andes. Chile. Millennium Nucleus to Improve the
Mental Health of Adolescents and
Youths, Millennium Science Initiative,
Chile. M. Veliz: Facultad de Ciencias de la Edu‑
cación, Universidad de Talca-Chile. R. Castillo: Faculty of Psychology,
Research Center on Cognitive Sciences,
Universidad de Talca-Chile. S. Ramírez: Research Center for Students
Mental Health (ISME), Faculty of Educa‑
tion, Universidad de los Andes. Chile. Millennium Nucleus to Improve the
Mental Health of Adolescents and Youths,
Millennium Science Initiative, Chile. R. Araya: Department of Health Service
& Population Research, King’s College
London, London, United
Name and contact information
for the trial sponsor {5b}
Investigator initiated clinical trial;
Cristian Rojas (Principal Investigator). Introduction Note: the numbers in curly brackets in this protocol refer
to SPIRIT checklist item numbers. The order of the items
has been modified to group similar items (see http://
www.equator-network.org/reporting-guidelines/spirit-
2013-statement-defining-standard-protocol-items-for-
clinical-trials/). Name and contact information
for the trial sponsor {5b} C. Rojas: Faculty of Psychology, Research
Center on Cognitive Sciences, Universi‑
dad de Talca-Chile. Objectives {7}h The main objective of this study is to assess the effec-
tiveness of a programme of stimulating cognitive skills
(working memory and inhibitory control), emotional
skills (recognition of emotions), and social competence
(choice of prosocial behaviours), in the development of
academic skills of initial literacy and precalculus in soci-
oeconomically disadvantaged preschool children. The
outcomes will be assessed immediately after the inter-
vention, at 6, 12, 18, and 24 months post-intervention,
controlling for gender, age (in months), mental health,
and baseline conditions of the stimulated skills. In general, interventions that stimulate emotional and
social skills include varied strategies and practices that
are usually not limited to promoting a particular skill. Therefore, it is difficult to isolate the effect of the stimu-
lation of a specific skill. A meta-analysis by Blewitt et al. [19], which included the revision of programmes for
children between 2 and 6 years old, found that children
exposed to social and emotional stimulation interven-
tions showed a significant improvement in social and
emotional competencies, learning, behavioural regula-
tion, and decreased their emotional and behavioural
problems. Most of the revised interventions have been
studied in developed countries, are complex, sustained
in time, and require a lot of resources in personnel and
material that are not readily available in vulnerable socio-
economic contexts. Objectives {7}h The specific objectives are (a) to determine the accept-
ability and ease of use of the programme of stimulation
of cognitive, emotional, and social competence skills
in socioeconomically disadvantaged preschool chil-
dren; (b) to evaluate the changes in the variables work-
ing memory, inhibitory control, emotion recognition,
and the choice of prosocial behaviours, in both groups
(intervention and comparison group), immediately after
the intervention and at 6, 12, 18, and 24 months post-
intervention; (c) to determine the effectiveness of the
programme of stimulation of cognitive, emotional, and
social competence skills in the development of the aca-
demic ability of early literacy and in the development of
the academic skill of precalculus in socioeconomically
disadvantaged preschool children, immediately after
the intervention and at 6, 12, 18, and 24 months post-
intervention, controlling for gender, age (in months),
mental health, and baseline conditions of the stimulated
skills; and (d) to explore the influence of potential medi-
ators (working memory, inhibitory control, emotion
recognition, and choice of prosocial behaviours) on the
observed effects of the cognitive, emotional, and social
competence skill stimulation programme, controlling for
gender, age (in months), mental health, and basal condi-
tions of the stimulated skills. In recent years, there has been a growing use of devices
with touch screens by children. It has been observed that
their use in an educational context for academic purposes
has favourable evidence [20], especially when these appli-
cations have been created with careful designs and con-
tent selection [21]. A recent systematic review by Griffith
et al. [22] concludes that there is evidence that interactive
applications can be helpful and accessible tools to sup-
port early academic development. Herodotou [23] found
that most of the research involving technological devices
evaluated cognitive aspects and, in general, neglected the
socio-emotional aspects. In addition, of the studies ana-
lysed, which report results in various areas of children’s
development, eight present findings in the development
of academic skills, evidencing advances that guide the
contribution of devices with touch screens in these skills,
that is, in learning. Finally, there are several successful experiences of
early stimulation of cognitive skills using technologi-
cal devices, such as COGMED for children aged 7–17
years with ADHD by Klingberg et al. [24], and Memory
Booster for children aged 5 to 8 years of St Clair-Thomp-
son and collaborators [8]. Background and rationale {6a} WM and
IC can be developed if they are stimulated directly; how-
ever, it is less clear, especially for WM, the impact of their
stimulation on the development of other skills such as lit-
eracy and precalculus [9–11]. Studies have also found the
relationship between EFs and other behavioural and non-
cognitive skills [12], such as social [13] and emotional
development [14]. M. Veliz: Facultad de Ciencias de la Edu‑
cación, Universidad de Talca-Chile. R. Castillo: Faculty of Psychology,
Research Center on Cognitive Sciences,
Universidad de Talca-Chile. Investigator initiated clinical trial;
Cristian Rojas (Principal Investigator). Contact information: E-mail: c.rojas@
utalca.cl; Phone +71 2201747; Address:
Avenida Lircay S/N, Campus Lircay,
Faculty of Psychology, Universidad de
Talca, Maule Region. Emotional understanding refers to the fashion chil-
dren identify, predict, and explain emotions regarding
themselves and others. Around 3 years of age, children
can start labelling emotional expressions. Then, they
rapidly continue to advance in the development of emo-
tion recognition. Rosnay et al. [15] have reported that
children who are more successful in understanding emo-
tional cues are more likely to develop social skills and
prosocial responses to their peers and to form positive Funders played no role in the design
of the study, collection, management,
analysis, and interpretation of the
report. They will not have ultimate
authority over any of these activities. Rojas‑Barahona et al. Trials (2022) 23:936 Rojas‑Barahona et al. Trials (2022) 23:936 Page 3 of 12 interpersonal relationships that encourage adaptation to
social situations. With regard specifically to social ability
and behaviour involving the other, it becomes necessary
to divide components into those inherent to the person,
with those that are dyadic. We will dwell on the precursor
elements of a personal level, such as the ability to identify
and monitor related behaviours, closely linked to emo-
tional and executive functions [16]. In this sense, several
studies have observed that the development early in the
life of early emotional and social competencies facilitates
the successful interactions of children with others and
favours better academic achievements and mental health
[17, 18]. strategies have also accumulated good evidence, such as
PATHS created by Greenberg and collaborators [25] and
Incredible Years by Carolyn Webster-Stratton [26]. Background and rationale {6a} How-
ever, we did not find an evaluation of the effectiveness of
a programme that incorporates the stimulation of cogni-
tive and social-emotional skills using an interactive video
game on a tablet for preschool children, followed up in
the medium term. Eligibility criteria {10}
Inclusion criteria Eligibility criteria {10}
Inclusion criteria greater development in the intervention group, which
will be maintained throughout the different measure-
ments. The same will happen in developing early lit-
eracy and precalculus academic skills. The effect of the
programme is mediated by working memory, inhibi-
tory control, emotion recognition, and choice of proso-
cial behaviours, controlling for gender, age (in months),
mental health, and baseline conditions of stimulated
skills. greater development in the intervention group, which
will be maintained throughout the different measure-
ments. The same will happen in developing early lit-
eracy and precalculus academic skills. The effect of the
programme is mediated by working memory, inhibi-
tory control, emotion recognition, and choice of proso-
cial behaviours, controlling for gender, age (in months),
mental health, and baseline conditions of stimulated
skills. – Establishments with an index of school vulnerability
(ISV) ≥70% (based on the information provided by
participating families) – Establishment that offers preschool and elementary
education – Establishment located in the region of Maule, Chile – Establishment located in the region of Maule, Chile
– Mixed-sex schools. – Mixed-sex schools. – Mixed-sex schools. – Classes with a minimum of 15 students each Trial design {8}h This is a cluster randomized controlled trial, parallel-
group type, where the tablet-based video game stimulat-
ing cognitive, emotional, and social skills is compared to
a tablet-based video game involving only painting. The
effectiveness of this programme will be evaluated by one
pre-stimulation measurement, and five post-stimulation
measures, immediately after stimulation, at 6, 12, 18, and
24 months. The patient allocation is randomized with a
ratio of 1:1. See Fig. 1. Exclusion criteria – School is implementing a similar programme. – Special education school. – Children with a reported cognitive disability. Objectives {7}h Other interventions promot-
ing socio-emotional skills using interactive teaching We hypothesize that the programme will have high
acceptability among socioeconomically disadvantaged
preschool children. Immediately after the end of the
intervention, there will be an improvement in the vari-
ables working memory, inhibitory control, recognition
of emotions and choice of prosocial behaviours, with Rojas‑Barahona et al. Trials (2022) 23:936 Rojas‑Barahona et al. Trials (2022) 23:936 Page 4 of 12 Methods: participants, interventions,
and outcomes
Study setting {9}h All schools in Region del Maule will be assessed for eli-
gibility. The eligibility of schools to participate in this
study will be evaluated based on the abovementioned
criteria. After the schools have been considered eligible,
all eligible schools will be invited. Then, the principal of
the selected schools will receive the study information. Study setting {9}h This study will be carried out in schools with preschool
education located in two cities in the Maule region (Talca
and Linares), Chile. Fig. 1 Flowchart Fig. 1 Flowchart Page 5 of 12 Rojas‑Barahona et al. Trials (2022) 23:936 Rojas‑Barahona et al. Trials (2022) 23:936 After school officials agree to participate in the study and
sign an authorization form, preschool educators and pre-
kindergarten assistants will be invited to participate (in
conjunction with kindergarten and first-grade educators
as part of the longitudinal study). Subsequently, the par-
ents or guardians of the students will be informed about
the study in a meeting and invited to participate. Along
with this information, parents will receive the informed
consent form and must sign it if they agree to have their
children participate in the study. Finally, all authorized
children will be asked for their willingness to participate
in the study. Even if you have the consent of children, if
the child does not confirm that they want to participate,
they will not be forced. through a tablet game programme that promotes cogni-
tive skills (working memory and inhibitory control), emo-
tional (recognition of emotions), and social competence
(choice of prosocial behaviours) individually in the class-
room context. This programme will be held during the
academic year during school hours and has 20 sessions of
30 min, two times a week (in total two and a half months),
where students will be in groups in the room, but each
child will work with a tablet with headphones individu-
ally. At the end of the activity, each child will receive a
sticker for participation. All activities are games with the
following structure: an introduction with instructions
and selection of the protagonist (avatar: which can be
modified according to hair colour, skin, sex, and clothes,
who speaks directly to the child), followed by a practice
exercise to make sure that the children understand what
they should do (it is repeated until the child performs the
routine correctly), and finally, the stimulation activity (4
different activities with five exercises each). In the first
ten sessions, working memory and emotion recognition
are stimulated together (4 activities for each skill in each
session). In the remaining ten sessions, inhibitory control
and the choice of prosocial behaviours are stimulated. Additional consent provisions for collection and use
of participant data and biological specimens {26b}
No samples were collected. Explanation for the choice of comparators (6b) The control group (active) will not work with the pro-
gramme of stimulation of cognitive skills and socio-emo-
tional; instead, this group will use a tablet-based game
where they must paint during the 20 sessions of 30 min,
two times a week. At the end of the activity, you will be
given a sticker for your participation. In this group, the
educators will have the same training in cognitive, emo-
tional and social competence skills as those in the inter-
vention group. They will also be trained in using the
game to paint, and meetings will be held every 15 days
to evaluate possible doubts. This way, an attempt to avoid
the effects of the programme dependent on the educators
is made since, in both groups, a similar treatment would
be received. The knowledge will remain within the edu-
cational institution for future work in the area. Like the
intervention group, the group will be guided by the kin-
dergarten educator responsible for the course and will
work with the entire course group simultaneously (each
child will have an individual tablet with headphones). All
children who wish to play will be able to participate (to
avoid discrimination); however, only children who have
parental/guardian consent and the consent of the child
themselves will be evaluated. A research team member
will be present at each session to ensure that the session
flows correctly. Strategies to improve adherence to interventions {11c} A record of the children’s attendance and percentage of
participation in each session (for both groups) will be
made. In addition, a research team member will regis-
ter each session’s incidents and observations. For exam-
ple, there will be a registry of the number of children Study setting {9}h There are no plans for future
studies using data collected in this trial. Criteria for discontinuing or modifying allocated
interventions {11b}h The students of the intervention and comparison group
will participate in all the programme sessions; however,
the data of the children with cognitive disabilities (with
previous diagnosis) will not be considered for the analy-
ses. Children with cognitive disabilities, in the context of
this study, are those children who have been identified by
a trained school professional indicating that they cannot
clearly understand the instructions of the instruments. The main reasons for excluding these children from the
analyses are that the measurement tools are not validated
for children with cognitive disabilities. These children
may have difficulty understanding the instructions mak-
ing the results less reliable. In addition, while students cannot leave the class-
room if they do not want to participate in the sessions,
they can leave the study at any time and for any reason,
if they wish, without any consequences. If children leave
the study, their information and collected data will not be
analysed. Intervention description {11a}h The intervention group will use the tablet-based video
game to stimulate cognitive and emotional skills and
social competence. The intervention will be implemented Rojas‑Barahona et al. Trials (2022) 23:936 Page 6 of 12 Rojas‑Barahona et al. Trials (2022) 23:936 will be used, and it was also validated for this
age group by Medina et al. [28] (a =.79). Each
correct answer will be registered as one point. The total score means the number of correct
answers. We will assess the difference between
groups at each point in time (immediately after
stimulation, at 6, 12, 18, and 24 months), using
the mean score of the group, adjusting by base-
line mean scores. playing every 5 min, and the reasons why the children
are not performing the task will also be noted (e.g. going to the bathroom, a problem with the tablet, etc.). Finally, once every 15 days, a meeting will be held with
all the educators to evaluate the possible doubts and
difficulties in developing the programme. Secondary outcomes 2. Mental health problems: Goodman’s “Strengths and
Difficulties Questionnaire” (SDQ) [31] will be uti-
lized. It consists of a series of emotional and behav-
ioural problems experienced by children between
4 and 16 years old. It has four subscales of psycho-
logical difficulties (of 5 items each): emotional symp-
toms, behavioural problems, hyperactivity/attention
problems, peer problems, and prosocial behaviour. These subscales can be combined into a Difficul-
ties subscale with a total score. The version for chil-
dren and young people in Chile was validated by the
team of this project Gaete et al. [32], with an inter-
nal consistency through the McDonald’s Omega
index, which fluctuates between .76 and .85 (report
from main caregivers). We will assess the difference
between groups at each point in time (immediately
after stimulation, at 6, 12, 18, and 24 months), using
the mean score of the group, adjusting by baseline
mean scores. 2. Mental health problems: Goodman’s “Strengths and
Difficulties Questionnaire” (SDQ) [31] will be uti-
lized. It consists of a series of emotional and behav-
ioural problems experienced by children between
4 and 16 years old. It has four subscales of psycho-
logical difficulties (of 5 items each): emotional symp-
toms, behavioural problems, hyperactivity/attention
problems, peer problems, and prosocial behaviour. These subscales can be combined into a Difficul-
ties subscale with a total score. The version for chil-
dren and young people in Chile was validated by the
team of this project Gaete et al. [32], with an inter-
nal consistency through the McDonald’s Omega
index, which fluctuates between .76 and .85 (report
from main caregivers). We will assess the difference
between groups at each point in time (immediately
after stimulation, at 6, 12, 18, and 24 months), using
the mean score of the group, adjusting by baseline
mean scores. Provisions for post‑trial care {30}h There is no harm nor potential harm in this trial. The
intervention group will receive an intervention built
under the best evidence available to stimulate pre-
schoolers’ cognitive, social, and emotional skills. The
active control group will receive a tablet game pro-
gramme where they will only paint. We have included
several benefits for children and schools participating
in the study: (1) A report with the data collected will
be provided to all schools (without the children’s iden-
tity) to help the institutions plan future measures to be
included in the regular teaching activities to stimulate
development. (2) Additionally, those parents or main
caregivers who request information about the results
of the measures carried out on their children will be
granted. (3) We have offered to all schools some train-
ing opportunities for early educators to gain new skills
related to promoting cognitive and non-cognitive skills
among children. This training will be implemented after
the final follow-up assessment. Relevant concomitant care permitted or prohibited
during the trial {11d}h 1.2. Pre-calculation skills: Woodcock-Muñoz
(Battery III [30]), includes the following
subtests of the achievement test: Quanti-
fication, Verbal Counting, Identification of
numbers, and Applied Problems. Split-half
reliability for Spanish-speaking children
ages 4 and 5 ranges from .93 to .95. Each
correct answer will be registered as one
point. The total score means the number of
correct answers. We will assess the differ-
ence between groups at each point in time
(immediately after stimulation, at 6, 12,
18, and 24 months), using the mean score
of the group, adjusting by baseline mean
scores. 1.2. Pre-calculation skills: Woodcock-Muñoz
(Battery III [30]), includes the following
subtests of the achievement test: Quanti-
fication, Verbal Counting, Identification of
numbers, and Applied Problems. Split-half
reliability for Spanish-speaking children
ages 4 and 5 ranges from .93 to .95. Each
correct answer will be registered as one
point. The total score means the number of
correct answers. We will assess the differ-
ence between groups at each point in time
(immediately after stimulation, at 6, 12,
18, and 24 months), using the mean score
of the group, adjusting by baseline mean
scores. The schools participating in the study cannot imple-
ment other programmes stimulating cognitive and
socio-emotional skills during the trial. Outcomes {12}
Primary outcomes These subscales can be combined into a Difficul-
ties subscale with a total score. The version for chil-
dren and young people in Chile was validated by the
team of this project Gaete et al. [32], with an inter-
nal consistency through the McDonald’s Omega
index, which fluctuates between .76 and .85 (report
from main caregivers). We will assess the difference
between groups at each point in time (immediately
after stimulation, at 6, 12, 18, and 24 months), using
the mean score of the group, adjusting by baseline
mean scores. 1. Tests of academic skills: 1. Tests of academic skills: 1.1. Initial literacy learning: Two tests will be used:
Texas Lee, designed by the Texas Education
Agency [27] in collaboration with the Univer-
sity of Houston to evaluate reading in Spanish-
speaking children. This instrument has been
validated for Chile by Medina et al. [28]. It con-
siders the following dimensions: Knowledge
of the printed, Knowledge of the alphabet,
Phonological/phonemic awareness, and Oral
comprehension (a =.82). To evaluate vocabu-
lary, the Spanish adaptation of the Kaufman
Assessment Battery for Children (K-ABC) [29] 3. Cognitive Skills Tests: 3.1. Working memory: 2 memory tests will be
applied: visual-spatial and phonological. For
the visuospatial area, the “Corsi Cube test” [33]
will be administered. It involves repeating a Rojas‑Barahona et al. Trials (2022) 23:936 Rojas‑Barahona et al. Trials (2022) 23:936 Page 7 of 12 4.2. Selection of prosocial behaviours: the “Chal-
lenging Situations Task” (CST) by Den-
ham et al. [36] will be employed, reporting
a Cronbach alpha of .83. The instrument
assesses children’s ability to solve problems. Children are presented with peer problems,
and their responses are classified into four
possibilities: prosocial, aggressive, crying,
and avoidant. Each option selected by chil-
dren will be summed in a subsequent sub-
scale. The prosocial subscale will be used as
the main comparator between groups. We
will assess the difference between groups at
each point in time (immediately after stim-
ulation, at 6, 12, 18, and 24 months), using
the mean score of the group, adjusting by
baseline mean scores. sequence of up to nine spatially separated iden-
tical blocks on a screen. The series starts simple
but becomes more complex until the subject’s
performance decreases (internal consistency
between .75 and .78. For the phonological area,
the auditive memory subtest of Woodcock-
Muñoz (Battery III [30]) (internal consistency
.80) will be used. A sequence of audio messages
is presented from lowest to greatest difficulty,
and the child is asked to remember these mes-
sages. Each correct answer will be registered
as one point. The total score means the num-
ber of correct answers. We will assess the dif-
ference between groups at each point in time
(immediately after stimulation, at 6, 12, 18, and
24 months), using the mean score of the group,
adjusting by baseline mean scores. j
g y
3.2. 1. Tests of academic skills: Inhibitory control: the “Hearts & Flowers”
task [34] will be used, which is a hybrid
that combines elements of Simon and spa-
tial tasks of Stroop and contains congru-
ent and incongruous essays. For congruent
trials, subjects must obey the rule: “Press
on the same side as the stimulus (Hearts)”. For incongruous trials, subjects should fol-
low the rule: “Press on the side opposite
the stimulus (Flowers)”. The test showed a
Cronbach alpha of .83. Each correct answer
will be registered as one point. The total
score means the number of correct answers. We will assess the difference between
groups at each point in time (immedi-
ately after stimulation, at 6, 12, 18, and 24
months), using the mean score of the group,
adjusting by baseline mean scores. 4. Socio-emotional Skills Tests: 4. Socio-emotional Skills Tests: 4.1. Emotion recognition: the “Assessment of Chil-
dren’s Emotional Skills” (ACES) by Schultz
et al. [35] will be administered. The test com-
prises three subscales: facial expressions, social
situations, and social behaviour. The current
project will administer the subscale of facial
expressions (a =.68). Each child will need to
identify correctly 16 facial expressions. Each
correct answer will be registered as one point. The total score means the number of correct
answers. We will assess the difference between
groups at each point in time (immediately after
stimulation, at 6, 12, 18, and 24 months), using
the mean score of the group, adjusting by base-
line mean scores. 4.1. Emotion recognition: the “Assessment of Chil-
dren’s Emotional Skills” (ACES) by Schultz
et al. [35] will be administered. The test com-
prises three subscales: facial expressions, social
situations, and social behaviour. The current
project will administer the subscale of facial
expressions (a =.68). Each child will need to
identify correctly 16 facial expressions. Each
correct answer will be registered as one point. The total score means the number of correct
answers. We will assess the difference between
groups at each point in time (immediately after
stimulation, at 6, 12, 18, and 24 months), using
the mean score of the group, adjusting by base-
line mean scores. Sample size {14} To determine a significant difference (alpha =0.05) in the
measure of the primary outcome (academic skills: early liter-
acy/precalculus), between the comparison and intervention
groups, with a power of 80%, we need to recruit six schools
with a total of 264 students per group, with an average of 44
students per school (distributed in two courses). For the sam-
ple calculation, the Stata statistical package was used, and the
“clustersampsi” command, which indicates the differences
between groups concerning an average score and consid-
ers the correlation effect between the subjects within the
same school through the intracluster correlation coefficient
(ICC = 0.02) [11]. The information to feed this equation
was extracted from a previous study [37], where the control
group in the early literacy variable post-intervention meas-
ure had a score of 20.06 (DS = 8.32). Assuming a difference
in favour of the intervention group of 0.4 DS, the sample
size was calculated for this study. In addition, it is estimated
that 10% of eligible students might not want to participate,
and estimating a 20% loss in follow-up, each group should
initially recruit 377 students. This implies that four extra
schools will be recruited per group, totalling 16. Recruitment {15}h The research team already has good collaboration net-
works with municipalities and schools in Chile. Strate-
gies to achieve adequate school enrolment to achieve the
target sample size will consist of contacting and present-
ing to the municipal study authorities who are expected
to help establish contact with school authorities. In addi-
tion, research assistants will communicate directly and Rojas‑Barahona et al. Trials (2022) 23:936 Page 8 of 12 Table 1 Standard Protocol Items: Recommendations for Interventional Trials (SPIRIT) diagram Table 1 Standard Protocol Items: Recommendations for Interventional Trials (SPIRIT) diagram inform school authorities about the study’s purpose,
requirements and duration. give this information to a research assistant. Later, the
research assistant will inform schools by email and con-
firm by telephone. Plans for assessment and collection of outcomes {18a} Each participant will be evaluated individually on six
occasions, one before the intervention and five after the
intervention, using the tasks focused on working memory,
inhibitory control, emotion recognition, choice of proso-
cial behaviours and precalculus skills and early literacy, Assignment of interventions: blinding
Who will be blinded {17a}h Schools will be randomly distributed to either group with
an allocation ratio of 1:1 through an automated proce-
dure using Excel (Microsoft) and the command “RAND”. A statistician independent of the research team will per-
form the randomization. This is a double-blinded trial, blinded to the outcome
evaluators and the data analyst. Outcome evaluators will
not be informed about the group of belonging and will be
instructed not to ask the students or the school authorities
about the school’s condition. A data analyst will work with
the final dataset, where the group condition will be masked. Concealment mechanism {16b} After the randomization and allocation, schools will be
informed by a research assistant of the group belonging
by email and confirmed by telephone. Each school will
only receive their information of allocation. Additionally,
this information will not be disclosed to the assessment
research team (outcome evaluators) to keep them blind
to the schools’ allocation. Procedure for unblinding if needed {17b} For the nature of the intervention, the participants will
know the allocation of the school. Data collection and management Plans for assessment and collection of outcomes {18a} Statistical methods for primary and secondary outcomes
{20a} First, descriptive analyses will be performed to evaluate
the balance of variables between groups at the begin-
ning of the study. The primary analysis will be conducted
based on intention-to-treat. This analysis includes all ran-
domized subjects in the groups, regardless of whether
or not they complete the treatment or follow-up period. Multivariate regression models of mixed effects will be
carried out considering as a dependent variable the per-
formance in the tests of academic skills (initial literacy
and precalculus) and as an independent variable belong-
ing to the intervention or comparison group, control-
ling for gender, age (in months), mental health, and
performance in the same tests in the baseline evaluation. Regression models will consider the nested nature of the
data (clustering), since students’ performance within the
same educational establishment tends to be correlated. While primary outcomes will be considered as those
obtained after the intervention, analyses will be repeated
for follow-up at 6, 12, 18, and 24 months. This will allow
for evaluation of the maintenance of the effect of the
intervention until first grade. We will use mixed-effect
regression models of repeated measures to assess conver-
gence and divergence between groups in follow-up times. Subgroup analyses will be performed for the primary out-
come variable using interaction terms in the regression
models between the randomized groups and the gender
variable. This will allow us to evaluate the moderating
effect. Sensitivity analyses will also be performed to assess
the impact of lost data using multiple imputations. The
results with and without imputed data will be presented
and compared. The tests will be done with Stata 15.0. Data management {19} After the participants have completed the questionnaires,
the data will be entered into a secure platform without
identifying information (each participant will be assigned
an encrypted ID number). The original copies of the
instruments will be filed and stored, under lock and key,
in a self-storage, along with the list linking the partici-
pants’ names and ID numbers. Only the principal investi-
gator, research assistants in charge of data entry, and the
statistician will have access to the database. h
Finally, multilevel models of mediation will be adjusted
using Mplus 6, entering all the hypothesized mediators
simultaneously: working memory, inhibitory control,
recognition of emotions, and choice of prosocial behav-
iours. We will calculate the effect of the intervention on
each mediator, the effect of each mediator on the primary
outcome, and the effect of the intervention that each Plans to promote participant retention and complete
follow‑up {18b} To ensure greater rigour in the research design, a record
of the children’s attendance and percentage of participa-
tion of the children in each session will be made (for both
groups: intervention and comparison). An observation
record will be kept, made by a member of the research
team, of each session carried out, where the number of
children who are playing will be recorded every 5 min,
and the reasons why the children are not performing the
task will be noted (e.g. went to the bathroom, a problem
with the tablet). In addition, the observation protocol
will include multiple-choice items that will try to capture
the main difficulties encountered during the programme
implementation and how the educator and the assistant
are responsible for supporting the children during the
session to carry out the activity. Students will not have
access to the software between sessions. Implementation {16c} An independent statistician will perform the randomiza-
tion to assign to the study arms, and this statistician will Rojas‑Barahona et al. Trials (2022) 23:936 Page 9 of 12 in 2 sessions lasting approximately 40 minutes each (with
breaks in each). Trained psychologists will conduct the
children’s assessment in a 1:1 ratio. Each trained psycholo-
gist will arrange the evaluation time during school hours,
which will occur in a pre-determined location on the
school premises. The conditions for the evaluation will be
ensured: privacy, no distractions, and safety. The trained
psychologist will be responsible for the well-being of the
children in the assessment, and a supervisor may be in
place or on call for any support if needed. To ensure data
quality recollection, evaluators will fulfil a daily report of
incidents with the children, and a supervisor will solve the
problems. In addition, the supervisor will make field visits
to check if these assessments follow the evaluation proto-
col. On the other hand, the parents will answer a mental
health questionnaire of the child during the periods of the
children’s assessments. The instruments to be used in the
measurements are described below. code list will only be available to the research team men-
tioned above. It will be documented and safeguarded
according to research guidelines after the completion
of the study. No participant identification details will be
reported in publications or any study report. Plans for collection, laboratory evaluation, and storage
of biological specimens for genetic or molecular analysis
in this trial/future use {33}
Not applicable. There are no biological samples in this
assay. Plans for collection, laboratory evaluation, and storage
of biological specimens for genetic or molecular analysis
in this trial/future use {33}
Not applicable. There are no biological samples in this
assay. Composition of the coordinating centre and trial steering
committee {5d}h Composition of the coordinating centre and trial steering
committee {5d}h Confidentiality {27} Research data will be stored using a study identification
code for each participant. The key to the identification Rojas‑Barahona et al. Trials (2022) 23:936 Page 10 of 12 Page 10 of 12 mediator mediated. For each model, we will calculate
the intervention’s indirect effects and the unique indirect
effect for each mediator. Then, we will calculate the direct
effect of the programme. Because randomization will be
at the school level, we will understand the school as sec-
ond-level and individuals as first-level. To control vari-
ability across schools, we will use the Mplus stratification
option. Then, we will separate the models for initial lit-
eracy and prequel skills. All models will be adjusted for
gender, mental health, and values of the mediating vari-
ables in the baseline evaluation. Covariations between all
variables within time will be allowed. study coordinator helped in trial registration and will
coordinate study visits and reports. Study research assis-
tants will help to identify potential participating schools,
collect informed consent, ensure follow-up accord-
ing to protocol, and resolve doubts from school staff or
participants. The study team will meet weekly during the whole
duration of the study. There is no trial steering committee
or stakeholder and public involvement group. The Ethical
Scientific Committee of the University of Talca will check
the presence and completeness of the investigation. Methods in analysis to handle protocol non‑adherence
and any statistical methods to handle missing data {20c}h y
The primary outcome will be assessed using an intention-
to-treat analysis. Every participant randomized to the
trial will enter the primary analysis. Accordingly, partici-
pants who drop out prematurely, or are non-compliant
with the study intervention, will be included in the pri-
mary analysis within the respective group they have been
assigned to at randomization. Multiple imputations will
be used to handle missing data in the primary and sec-
ondary analyses. Interim analyses {21b}h Not applicable. There will not be interim analyses
because the data will be analysed at the end of the trial. A monitor from the Ethical Scientific Committee of the
University of Talca will check at least twice during the
investigation of the presence and completeness of the
research. This committee is independent of the sponsor
and has no competing interests; further details about its
charter can be asked via email: cec@utalca.cl. Adverse event reporting and harms {22}h The intervention or the data collection procedure
does not infer harm among the participants. However,
any situation that compromises participants’ physi-
cal and psychological integrity during all different
actions related to the project will be registered. Addi-
tionally, any incident of discomfort or harm reported
by the child or educator will be recorded through a
form that a research assistant will fill out, both in the
evaluations and in the intervention. This information
will be managed by the Principal Investigator and Pro-
ject Coordinator and reported to the Ethical Scientific
Committee, and, if necessary, they will contact school
authorities and main caregivers. Any adverse events will
be reported in the trial publications. Frequency and plans for auditing trial conduct {23}i q
y
p
g
A monitor from the Ethical Scientific Committee of the
University of Talca will check at least twice during the
project the presence and completeness of the investiga-
tion files, such as informed consents, inclusion and exclu-
sion criteria, and data collection and storage. The datasets produced during the current study will be
available in an international database repository called
UK Data Service. Methods for additional analyses (e.g. subgroup analyses)
{20b} Subgroup analyses will be performed to explore dif-
ferences between males and females. The statistical
approach will follow the procedures described above. Ethics approval and consent to participate {24} Approval was obtained from the ethics committee of the University of Talca
(Folio: 12-2021, April 28, 2021). The authorization of the directors of the
schools will be obtained, and the written informed consent of the parents or
legal guardians of the participants, in addition to the consent of the students
to participate in the study, will be obtained. Author details
1 1 Faculty of Psychology, Research Center on Cognitive Sciences, Universidad de
Talca, Talca, Chile. 2 Research Center for Students Mental Health (ISME), Faculty
of Education, Universidad de los Andes, Santiago, Chile. 3 Millennium Nucleus
to Improve the Mental Health of Adolescents and Youths, Millennium Science
Initiative, Santiago, Chile. 4 Facultad de Ciencias de la Educación, Universidad
de Talca, Talca, Chile. 5 Department of Health Service & Population Research,
King’s College London, London, UK. Received: 4 July 2022 Accepted: 29 October 2022 Received: 4 July 2022 Accepted: 29 October 2022 Trial status
R
i Recruitment will begin in April–June 2022. The cur-
rent protocol is version 1 of April 2022. It is estimated
that patient recruitment will be completed around July–
August 2022. All items included in this protocol can be
found on Clinical Trial Id NCT05224700 [ClinicalTrials. gov]. Abbreviations
EF E
i
f 3. Durlak JA, Weissberg RP, Dymnicki AB, Taylor RD, Schellinger KB. The
impact of enhancing students’ social and emotional learning: a meta-
analysis of school-based universal interventions. Spec Issue Raising
Healthy Child. 2011;82(1):405–32. EF: Executive functions; WM: Working memory; IC: Inhibitory control; ACES:
Assessment of Children’s Emotions Skills; CST: Challenging Situations Task;
SDQ: Strengths and Difficulties Questionnaire; K-ABC: Kaufman Assessment
Battery for Children. 4. Baird JA, Moses LJ. Do preschoolers appreciate that identical actions may
be motivated by different intentions? J Cogn Dev. 2001;2:413–48.f be motivated by different intentions? J Cogn Dev. 2001;2:413–48. 5. Caffarena Barcenilla C, Rojas-Barahona CA. Self-regulation in early child‑
hood: advances from research. Ecuadorian J Neurol. 2019;28(2):37–49. 6. Rojas-Barahona CA, editor. Executive functions and education. Under‑
standing key skills for learning. Santiago: Ediciones UC; 2017. Availability of data and materials {29}i It is known that there are several successful experiences
of early stimulation of cognitive skills and social-emo-
tional skills. However, we did not find an evaluation of
the effectiveness of a programme that incorporates both
skills together, even more so using tablets and for pre-
school children, followed up in the medium term. With
the proposed study, he hopes there will be evidence
for the first time of a tablet-based cognitive and social-
emotional skills stimulation programme that improves
academic skills in socioeconomically disadvantaged pre-
school children, controlling for gender, age (in months),
mental health, and baseline conditions of the stimulated
skills. The final trial dataset will be available in an international data repository called
UK Data Service. Authors’ contributions {31b} about the changes. If needed, additional consent will be
requested and registered. Also, online trial registries will
be updated accordingly. CR is the principal investigator; CR and JG have conceived the study and led
the proposal, protocol development, study design, and methodology. MV,
RC, SR, and RA contributed to the development of the protocol and method. All authors read and approved the final manuscript. In addition, JG, CRB, and
RA will be included in all future publications. Each of the authors will lead
different roles for each publication. Other authors can be included in future
publications regarding the specific support provided for those authors (e.g. statistician) Funding {4} This research is funded by the National Research and Development Agency
[ANID]. Unique ID: Fondecyt Regular 1210989, and by ANID – Millennium Sci‑
ence Initiative Program – NCS2021_081. There is no role of the funding body
in the study design; collection, analysis, interpretation of data; and writing of
the manuscript. p
g
The authors declare that they have no competing interests. The authors declare that they have no competing interests. Plans for communicating important protocol amendments
to relevant parties (e.g. trial participants, ethical
committees) {25}i This is a monocentre study designed, performed, and
coordinated at the University of Talca, Chile. Daily sup-
port for the trial is provided by the principal investiga-
tor, who supervises the trial. Additionally, a data manager
organizes data collection and assures data quality. The All substantial amendments will be notified to the eth-
ics committee of the University of Talca. If amendments
concern or affect participants, they will be informed Rojas‑Barahona et al. Trials (2022) 23:936 Page 11 of 12 Page 11 of 12 References 1. Reynolds AJ, Temple JA. Economic returns of investments in preschool
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income families: review of the literature. Topics Early Child Spec Educ. 2003;23:188–216. Dissemination plans {31a}h The results of this research will be entirely disclosed
in international peer-reviewed journals. Both positive
and negative results will be reported. A summary of the
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4.
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Caffarena Barcenilla C, Rojas-Barahona CA. Self-regulation in early child‑
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Rojas-Barahona CA, editor. Executive functions and education. Under‑
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pandemic on preschool students because the pandemic
and its implemented public health measures have dras-
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early literacy skills: a study in deprived communities of rural and urban
areas. Early Educ Dev. 2015;26(5-6):871–92. https://doi.org/10.1080/10409
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early literacy skills: a study in deprived communities of rural and urban
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13. Jacobson L, Williford A, Pianta RC. The role of executive function in
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caregivers, kindergarten educators, kindergarten assistants, and the schools
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200. https://doi.org/10.1016/j.ecresq.2018.02.009. 7. Montoya MF, Susperreguy MI, Dinarte L, Morrison F, San Martin E, Rojas-
Barahona CA, et al. Executive function in Chilean preschool children: do
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ute differentially to early academic skills? Early Child Res Q. 2019;46:187–
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research on short-term memory. New York: Nova Science; 2008. p. 125–54. 32. Gaete J, Montero-Marin J, Valenzuela D, Rojas-Barahona CA, Olivares E,
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33. Corsi PM. Human memory and the medial temporal region of the brain. Diss Abstr Int. 1972;34(2):819B. 10. Gómez D, Jiménez A, Bobadilla R, Reyes C, Dartnell P. Publisher’s Note
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ening social and emotional competence in young children: the Dina
Dinosaur treatment program. J Emot Behav Disord. 2003;11(3):130–43. 27. Texas Education Agency. Texas reading first initiative, 2008-2009 commis‑
sioner’s list of reading instruments. 2009. http://ritter.tea.state.tx.us/curri
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Chile: Ministry of Education; 2011.
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A metric version of Poincaré's theorem concerning biholomorphic inequivalence of domains
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arXiv (Cornell University)
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Licence for this version
CC BY (Attribution) Additional information Kent Academic Repository Lemmens, Bas (2022) A Metric Version of Poincaré’s Theorem Concerning Biholomorphic
Inequivalence of Domains. Journal of Geometric Analysis, 32 . ISSN 1050-6926. Downloaded from https://kar.kent.ac.uk/81176/ The University of Kent's Academic Repository KAR https://kar.kent.ac.uk/81176/ The University of Kent's Academic Repository KAR Author Accepted Manuscripts If this document is identified as the Author Accepted Manuscript it is the version after peer review but before type
setting, copy editing or publisher branding. Cite as Surname, Initial. (Year) 'Title of article'. To be published in Title
of Journal , Volume and issue numbers [peer-reviewed accepted version]. Available at: DOI or URL (Accessed: date). Versions of research works Versions of Record
If this version is the version of record, it is the same as the published version available on the publisher's web site. Cite as the published version. The version of record is available from
https://doi.org/10.1007/s12220-022-00893-4 This document version
Publisher pdf Enquiries If you have questions about this document contact ResearchSupport@kent.ac.uk. Please include the URL of the record
in KAR. If you believe that your, or a third party's rights have been compromised through this document please see
our Take Down policy (available from https://www.kent.ac.uk/guides/kar-the-kent-academic-repository#policies). The Journal of Geometric Analysis (2022) 32:160
https://doi.org/10.1007/s12220-022-00893-4 Mathematics Subject Classification Primary 32F45 · Secondary 51F99 Mathematics Subject Classification Primary 32F45 · Secondary 51F99 Mathematics Subject Classification Primary 32F45 · Secondary 51F99 A Metric Version of Poincaré’s Theorem Concerning
Biholomorphic Inequivalence of Domains Bas Lemmens1 Received: 7 September 2020 / Accepted: 9 February 2022
© The Author(s) 2022 Abstract Abstract
We show that if Y j ⊂Cn j is a bounded strongly convex domain with C3-boundary
for j = 1, . . . , q, and X j ⊂Cm j is a bounded convex domain for j = 1, . . . , p,
then the product domain p
j=1 X j ⊂Cm cannot be isometrically embedded into
q
j=1 Y j ⊂Cn under the Kobayashi distance, if p > q. This result generalises
Poincaré’s theorem which says that there is no biholomorphic map from the polydisc
onto the Euclidean ball in Cn for n ≥2. The method of proof only relies on the metric
geometry of the spaces and will be derived from a more general result for products of
proper geodesic metric spaces with the sup-metric. In fact, the main goal of the paper is
to establish a general criterion, in terms of certain asymptotic geometric properties of
the individual metric spaces, that yields an obstruction for the existence of an isometric
embedding between product metric spaces. Keywords Product metric spaces · Product domains · Kobayashi distance · Isometric
embeddings · Metric compactification · Busemann points · Detour distance B Bas Lemmens
B.Lemmens@kent.ac.uk 1 Introduction Numerous theorems in several complex variables are instances of results in metric
geometry. In this paper, we shall see that a classic theorem due to Poincaré [22],
which says that there is no biholomorphic map from the polydisc n onto the (open)
Euclidean ball Bn in Cn if n ≥2, is a case in point. In fact, it is known [19, 29, 30] that
there exists no surjective Kobayashi distance isometry of n onto Bn if n ≥2. More The author gratefully acknowledges the support of the EPSRC (Grant EP/R044228/1). B Bas Lemmens
B.Lemmens@kent.ac.uk 1
School of Mathematics, Statistics & Actuarial Science, University of Kent, Canterbury CT2 7NX, U 123 Page 2 of 20 160 B. Lemmens generally, one may wonder when it is possible to isometrically embed a product domain
p
j=1 X j ⊂Cm into another product domain q
j=1 Y j ⊂Cn under the Kobayashi
distance. In this paper, we show, among other results, the following theorem. Theorem 1.1 Suppose that X j ⊂Cm j is a bounded convex domain for j = 1, . . . , p,
and Y j ⊂Cn j is a bounded strongly convex domain with C3-boundary for j =
1, . . . , q.. If p > q, then there is no isometric embedding of p
j=1 X j into q
j=1 Y j
under the Kobayashi distance. Note that Poincaré’s theorem is a special case where p = n ≥2 and q = 1, as
the boundary of the Euclidean ball is smooth. The case where
j m j =
j n j and
the isometry is surjective was analysed by Zwonek [29, Theorem 2.2.5] who used
different methods. A key property of the Kobayashi distance is the product property, see [13, Theorem
3.1.9]. Indeed, if X j ⊂Cm j is a bounded convex domain for j = 1, . . . , p, then the
Kobayashi distance, kX, on the product domain X := p
j=1 X j satisfies kX(w, z) =
max
j=1,...,p kX j (w j, z j) for all w = (w1, . . . , wp), z = (z1, . . . , z p) ∈X. kX(w, z) =
max
j=1,...,p kX j (w j, z j) for all w = (w1, . . . , wp), z = (z1, . . . , z p) ∈X. 1 Introduction metric spaces, such as finite dimensional normed spaces with smooth norms [24],
Hilbert geometries on bounded strictly convex domains with C1-boundary [25], and,
as we shall see in Lemma 3.3, Kobayashi metric spaces (D, kD), where D ⊂Cn is a
bounded strongly convex domain with C3-boundary. It turns out that the parts of the horofunction boundary and the detour distance
in product metric spaces have a special structure that is closely linked to a quotient
space of (Rn, 2∥· ∥∞), where ∥x∥∞= max j |x j|. More precisely, if we let Sp(1) :=
{λ(1, . . . , 1) ∈Rn : λ ∈R}, then the quotient space Rn/Sp(1) with respect to 2∥· ∥∞
has the variation norm as the quotient norm, which is given by ∥x∥var := max
j
x j + max
j (−x j) for x ∈Rn/Sp(1),
(1.1) (1.1) see [17, Sect. 4]. It is known, e.g. [14, Proposition 2.2.4], that (Rn/Sp(1), ∥· ∥var) is
isometric to the Hilbert metric space on the open (n −1)-dimensional simplex. We show in Theorem 2.8 that if, for j = 1, . . . , q, we have that (N j, ρ j) is a
proper geodesic metric space such that all its horofunctions are Busemann points,
and δ(h j, h′
j) = ∞for all h j ̸= h′
j Busemann points of (N j, ρ j), then each part of
(q
j=1 N j, d∞) is isometric to (Rn/Sp(1), ∥· ∥var) for some 1 ≤n ≤q. j
The horofunctions for the product of two metric spaces have been considered by
Walsh [26, Sect. 8]. Some of our results are extensions of his work to arbitrary finite
products, and the ideas of some of the proofs are quite similar. For the reader’s con-
venience, we give full proofs and provide comments on the relation with the work in
[26] where relevant. The work in this paper has links to work by Bracci and Gaussier [7] who studied
the interaction between topological properties and the metric geometry of hyperbolic
complex spaces. It is also worth mentioning that various other aspects of the metric
geometry of product metric spaces have been studied in context of Teichmüller space
in [9, 20]. 1 Introduction In view of the product property, it is natural to consider product metric spaces with
the sup-metric. Given metric spaces (M j, d j), j = 1, . . . , p, the product metric space
(p
j=1 M j, d∞) is given by d∞(x, y) := max
j
d j(x j, y j) for x = (x1, . . . , x p), y = (y1, . . . , yp) ∈
p
j=1
M j. In this general context, it is interesting to understand when one can isometrically embed
a product metric space into another one. The main goal of this paper is to establish a
general criterion, in terms of certain asymptotic geometric properties of the individual
metric spaces, that yields an obstruction for the existence of an isometric embedding
between product metric spaces, and to show how this criterion can be used to derive
Theorem 1.1. The key concepts from metric geometry involved are as follows: the horofunction
boundary of proper geodesic metric spaces, almost geodesics, Busemann points, the
detour distance, and the parts of the horofunction boundary, which will all be recalled
in the next section. Our main result is the following. Theorem 1.2 Suppose that (M j, d j) is a proper geodesic metric space containing an
almost geodesic sequence for j = 1, . . . , p, and (N j, ρ j) is a proper geodesic metric
space such that all its horofunctions are Busemann points, and δ(h j, h′
j) = ∞for all
h j ̸= h′
j Busemann points of (N j, ρ j), for j = 1, . . . , q. If p > q, then there exists
no isometric embedding of (p
j=1 M j, d∞) into (q
j=1 N j, d∞). The assumption that each horofunction is a Busemann point and that any two distinct
Busemann points lie at infinite detour distance from each other is a type of regularity
condition on the asymptotic geometry of the space, which is satisfied by numerous 123 A Metric Version of Poincaré’s Theorem Concerning... Page 3 of 20 160 metric spaces, such as finite dimensional normed spaces with smooth norms [24],
Hilbert geometries on bounded strictly convex domains with C1-boundary [25], and,
as we shall see in Lemma 3.3, Kobayashi metric spaces (D, kD), where D ⊂Cn is a
bounded strongly convex domain with C3-boundary. 2 The Metric Compactification of Product Spaces In our set-up, we will follow the terminology in [12], which contains further references
and background on the metric compactification. Let (M, d) be a metric space, and let RM be the space of all real functions on M
equipped with the topology of pointwise convergence. Fix b ∈M, which is called the
basepoint. Let Lip1
b(M) denote the set of all functions h ∈RM such that h(b) = 0
and h is 1-Lipschitz, i.e. |h(x) −h(y)| ≤d(x, y) for all x, y ∈M. Then Lip1
b(M) is
a closed subset of RM. Moreover, as |h(x)| = |h(x) −h(b)| ≤d(x, b) for all h ∈Lip1
b(M) and x ∈M, we get that Lip1
b(M) ⊆[−d(x, b), d(x, b)]M, which
is compact by Tychonoff’s theorem. Thus, Lip1
b(M) is a compact subset of RM. for all h ∈Lip1
b(M) and x ∈M, we get that Lip1
b(M) ⊆[−d(x, b), d(x, b)]M, which
is compact by Tychonoff’s theorem. Thus, Lip1
b(M) is a compact subset of RM. 123 160
Page 4 of 20 Page 4 of 20 160 B. Lemmens Now for y ∈M consider the real-valued function Now for y ∈M consider the real-valued function hy(z) := d(z, y) −d(b, y) with z ∈M. Then hy(b) = 0 and |hy(z) −hy(w)| = |d(z, y) −d(w, y)| ≤d(z, w). Thus,
hy ∈Lip1
b(M) for all y ∈M. The closure of {hy : y ∈M} is called the metric
compactification of M and is denoted Mh. The boundary ∂Mh := Mh \ {hy : y ∈M}
is called the horofunction boundary of M, and its elements are called horofunctions. Given a horofunction h and r ∈R, the set H(h,r) := {x ∈M : h(x) < r} is a called
a horoball. We will assume that the metric space (M, d) is proper, meaning that all closed balls
are compact. Such metric spaces are separable, since every compact metric space is
separable. It is known that if (M, d) is separable, then the topology of pointwise
convergence on Lip1
b(M) is metrizable, and hence each horofunction is the limit of
a sequence of functions (hyn) with yn ∈M for all n ≥1. In general, however,
horofunctions are limits of nets. A curve γ : I →(M, d), where I is a possibly unbounded interval in R, is called
a geodesic path if d(γ (s), γ (t)) = |s −t| for all s, t ∈I. The metric space (M, d) is said to be a geodesic space if for each x, y ∈M there
exists a geodesic path γ : [a, b] →M with γ (a) = x and γ (b) = y. A proof of the
following well-known fact can be found in [16, Lemma 2.1]. Lemma 2.1 If (M, d) is a proper geodesic metric space, then h ∈∂Mh if and only if
there exists a sequence (yn) in M such that hyn →h and d(yn, b) →∞as n →∞. It should be noted that in the previous lemma, it is necessary to assume that the
metric space is proper. Indeed, consider the star graph with centre vertex b and edges
En = {b, vn} of length n for n ∈N. Then the sequence (vn) in the resulting path
metric space, with basepoint b, satisfies lim
n→∞hvn(x) = lim
n→∞d(x, vn) −d(b, vn) = d(x, b) = hb(x) for all x, and hence does not yield a horofunction. Now for y ∈M consider the real-valued function A sequence (yn) in (M, d) is called an almost geodesic sequence if d(yn, y0) →∞
as n →∞, and for each ε > 0, there exists N ≥0 such that A sequence (yn) in (M, d) is called an almost geodesic sequence if d(yn, y0) →∞
as n →∞, and for each ε > 0, there exists N ≥0 such that d(ym, yk) + d(yk, y0) −d(ym, y0) < ε for all m ≥k ≥N. The notion of an almost geodesic sequence goes back to Rieffel [23] and was further
developed in [5, 15, 24, 27]. In particular, any almost geodesic sequence yields a
horofunction, see [23, Lemma 4.5]. The notion of an almost geodesic sequence goes back to Rieffel [23] and was further
developed in [5, 15, 24, 27]. In particular, any almost geodesic sequence yields a
horofunction, see [23, Lemma 4.5]. 123 Page 5 of 20 A Metric Version of Poincaré’s Theorem Concerning... 160 Lemma 2.2 Let (M, d) be a proper geodesic metric space. If (yn) is an almost geodesic
sequence in M, then Lemma 2.2 Let (M, d) be a proper geodesic metric space. If (yn) is an almost geodesic
sequence in M, then h(x) = lim
n→∞d(x, yn) −d(b, yn) exists for all x ∈M and, moreover, h ∈∂Mh. Given a proper geodesic metric space (M, d), a horofunction h ∈Mh is called a
Busemann point if there exists an almost geodesic sequence (yn) in M such that
h(x) = limn→∞d(x, yn) −d(b, yn) for all x ∈M. We denote the collection of all
Busemann points by BM. It is known that a product metric space (p
j=1 M j, d∞), where d∞(x, y) = max
j
d j(x j, y j) for x = (x1, . . . , x p), y = (y1, . . . , yp) ∈
j=1
M j, is a proper geodesic metric space, if each (M j, d j) is a proper geodesic metric space,
see for instance [21, Proposition 2.6.6]. The horofunctions of a product proper geodesic metric spaces have a special form,
as the following theorem shows. This theorem is an extension of [26, Proposition 8.1],
and the basic idea of the proof is the same. Theorem 2.3 For j = 1, . . . , p let (M j, d j) be proper geodesic metric spaces. Sup-
pose that h is a horofunction of (p
j=1 M j, d∞) with basepoint b = (b1, . . . , bp). If (yn) is a sequence in p
j=1 M j converging to h, then there exist J ⊆{1, . . . , p}
non-empty, horofunctions h j in M j
h with basepoint b j for j ∈J, α ∈RJ with
min j∈J α j = 0, and a subsequence (ynk) such that (1) d∞(b, ynk) −dk(b j, ynk
j ) →α j for all j ∈J,
(2) d∞(b, ynk) −dk(bi, ynk
i ) →∞for all i /∈J,
(3) hynk
j
→h j for all j ∈J. (1) d∞(b, ynk) −dk(b j, ynk
j ) →α j for all j ∈J,
(2) d∞(b, ynk) −dk(bi, ynk
i ) →∞for all i /∈J,
(3) hynk
j
→h j for all j ∈J. i
(3) hynk
j
→h j for all j ∈J. Moreover, h is of the form, Moreover, h is of the form, h(x) = max
j∈J h j(x j) −α j for x = (x1, . . . , x p) ∈
p
j=1
M j. (2.1) (2.1) Proof Let (yn) be a sequence in p
j=1 M j such that (hyn) converges to a horo-
function h. exists for all x ∈M and, moreover, h ∈∂Mh. So h(x) = limn→∞d∞(x, yn) −d∞(b, yn) for all x ∈p
j=1 M j. As the product metric space is a proper geodesic metric space, it follows from
Lemma 2.1 that d∞(b, yn) →∞as n →∞. Write yn := (yn
1, . . . , yn
p) and let
αn
j := d∞(b, yn) −d j(b j, yn
j ) ≥0 for all j = 1, . . . , p and n ≥0. Proof Let (yn) be a sequence in p
j=1 M j such that (hyn) converges to a horo-
function h. So h(x) = limn→∞d∞(x, yn) −d∞(b, yn) for all x ∈p
j=1 M j. As the product metric space is a proper geodesic metric space, it follows from
Lemma 2.1 that d∞(b, yn) →∞as n →∞. Write yn := (yn
1, . . . , yn
p) and let
αn
j := d∞(b, yn) −d j(b j, yn
j ) ≥0 for all j = 1, . . . , p and n ≥0. j
j
We may assume, after taking a subsequence, that hyn
j (·) := d j(·, yn
j ) −d j(b j, yn
j )
converges to h j ∈M j
h and αn
j →α j ∈[0, ∞] for all j ∈{1, . . . , p}, and αn
j0 = 0 123 Page 6 of 20 160 B. Lemmens for all n ≥0 for some fixed j0 ∈{1, . . . , p}. Let J := { j : α j < ∞} and note that
j0 ∈J. So, h(x) = lim
n→∞d∞(x, yn) −d∞(b, yn) = lim
n→∞max
j (d j(x j, yn
j ) −d j(b j, yn
j ) −αn
j )
= max
j∈J h j(x j) −α j. To complete the proof note that α j < ∞implies that d j(b j, yn
j ) →∞, and hence by
Lemma 2.1, we find that h j is a horofunction of (M j, d j) for j ∈J. ⊓⊔ To complete the proof note that α j < ∞implies that d j(b j, yn
j ) →∞, and hence by
Lemma 2.1, we find that h j is a horofunction of (M j, d j) for j ∈J. ⊓⊔ ⊓⊔ The following notion will be useful in the sequel. exists for all x ∈M and, moreover, h ∈∂Mh. A path γ : [0, ∞) →(M, d) is
called an almost geodesic ray if d(γ (t), γ (0)) →∞, and for each ε > 0, there exists
T ≥0 such that d(γ (t), γ (s)) + d(γ (s), γ (0)) −d(γ (t), γ (0)) < ε for all t ≥s ≥T . Let (yn) be an almost geodesic sequence in a geodesic metric space (M, d) and assume
that Let (yn) be an almost geodesic sequence in a geodesic metric space (M, d) and assume
that d(yn, y0) < d(yn+1, y0) for all n ≥0. (2.2) (2.2) For simplicity, we write n := d(yn, y0) and we let γn : [0, d(yn+1, yn)] →(M, d)
be a geodesic path connecting yn and yn+1, i.e. γn(0) = yn and γn(d(yn+1, yn)) =
yn+1 for all n ≥0 For simplicity, we write n := d(yn, y0) and we let γn : [0, d(yn+1, yn)] →(M, d)
be a geodesic path connecting yn and yn+1, i.e. γn(0) = yn and γn(d(yn+1, yn)) =
yn+1. for all n ≥0. Wewrite In := [n, n+1]andlet ¯γn : In →(M, d)betheaffinereparametrisation
of γn given by ¯γn(t) := γn
d(yn+1, yn)
n+1 −n
(t −n)
for all t ∈In. We call the path ¯γ : [0, ∞) →(M, d) given by ¯γ (t) := ¯γn(t) for t ∈In a ray induced by (yn). Note that ¯γ is well defined for all t ≥0 by (2.2). a ray induced by (yn). Note that ¯γ is well defined for all t ≥0 by (2.2). Then by using (2.3),
we know that for all n and k large, Suppose that t > s are such that t ∈In and s ∈Ik with n > k. Then by using (2.3),
we know that for all n and k large, d( ¯γ (t), ¯γ (s)) + d( ¯γ (s), ¯γ (0)) −d( ¯γ (t), ¯γ (0)) ≤d( ¯γ (t), ¯γ (s)) + d( ¯γ (s), yk) + d(yk, y0)
−d( ¯γ (t), y0)
≤d( ¯γ (t), yn) + d(yn, ¯γ (s)) + d( ¯γ (s), yk)
+d(yk, y0) −d( ¯γ (t), y0)
< −d(yn, y0) + d(yn, ¯γ (s)) + d( ¯γ (s), yk)
+d(yk, y0) + ε
≤−d(yn, y0) + d(yn, yk+1) + d(yk+1, ¯γ (s))
+d( ¯γ (s), yk) + d(yk, y0) + ε
= −d(yn, y0) + d(yn, yk+1) + d(yk+1, yk)
+d(yk, y0) + ε
< −d(yn, y0) + d(yn, yk+1)
+d(yk+1, y0) + 2ε < 3ε. d( ¯γ (t), ¯γ (s)) + d( ¯γ (s), ¯γ (0)) −d( ¯γ (t), ¯γ (0)) ≤d( ¯γ (t), ¯γ (s))
−d( ¯γ (t), y0)
≤d( ¯γ (t), yn) + d(yn, ¯γ (s)) + d( ¯γ (s), yk)
+d(yk, y0) −d( ¯γ (t), y0)
< −d(yn, y0) + d(yn, ¯γ (s)) + d( ¯γ (s), yk)
+d(yk, y0) + ε
≤−d(yn, y0) + d(yn, yk+1) + d(yk+1, ¯γ (s))
+d( ¯γ (s), yk) + d(yk, y0) + ε
= −d(yn, y0) + d(yn, yk+1) + d(yk+1, yk)
+d(yk, y0) + ε
< −d(yn, y0) + d(yn, yk+1)
+d(yk+1, y0) + 2ε < 3ε. Finally suppose that t ≥s are such that t, s ∈In. Then for all n ≥0 large we have
that d( ¯γ (t), ¯γ (s)) + d( ¯γ (s), ¯γ (0)) −d( ¯γ (t), ¯γ (0)) = d( ¯γ (t), yn) −d(yn, ¯γ (s)) + d( ¯γ (s), ¯γ (0))
−d( ¯γ (t), ¯γ (0))
≤d( ¯γ (t), yn) + d(yn, y0) −d( ¯γ (t), y0) < ε. d( ¯γ (t), ¯γ (s)) + d( ¯γ (s), ¯γ (0)) −d( ¯γ (t), ¯γ (0)) = d( ¯γ (t), yn) −d(yn, ¯γ (s)) + d( ¯γ (s), ¯γ (0))
−d( ¯γ (t), ¯γ (0))
≤d( ¯γ (t), yn) + d(yn, y0) −d( ¯γ (t), y0) < ε. As ¯γ is an almost geodesic ray, we know by [23, Lemma 4.5] that h ¯γ (t) →h′,
where h′ is a horofunction. a ray induced by (yn). Note that ¯γ is well defined for all t ≥0 by (2.2). Lemma 2.4 If (yn) is an almost geodesic sequence in a geodesic metric space (M, d)
converging to a horofunction h and satisfying (2.2), then each ray, ¯γ , induced by (yn)
satisfies: (i) ¯γ is an almost geodesic ray and h ¯γ (t) →h as t →∞,
(ii) the map t →d( ¯γ (t), ¯γ (0)) is continuous on [0, ∞). (i) ¯γ is an almost geodesic ray and h ¯γ (t) →h as t →∞,
(ii) the map t →d( ¯γ (t), ¯γ (0)) is continuous on [0, ∞). (i) ¯γ is an almost geodesic ray and h ¯γ (t) →h as t →∞,
(ii) the map t →d( ¯γ (t), ¯γ (0)) is continuous on [0, ∞). Proof We first show that for each ε > 0, there exists T ≥0 such that Proof We first show that for each ε > 0, there exists T ≥0 such that d( ¯γ (t), yn) + d(yn, y0) −d( ¯γ (t), y0) < ε for all t ≥T and n ≥0 with t ∈In. (2.3) d( ¯γ (t), yn) + d(yn, y0) −d( ¯γ (t), y0) < ε for all t ≥T and n ≥0 with t ∈In. (2.3) 123 123 12 123 Page 7 of 20
16 A Metric Version of Poincaré’s Theorem Concerning... 160 To get this inequality, just note that there exists N ≥0 such that To get this inequality, just note that there exists N ≥0 such that d( ¯γ (t), yn) + d(yn, y0) −d( ¯γ (t), y0) = d(yn+1, ¯γ (t)) + d( ¯γ (t), yn) + d(yn, y0)
−d( ¯γ (t), y0) −d(yn+1, ¯γ (t))
≤d(yn+1, yn)+d(yn, y0)−d(yn+1, y0)<ε, ≤d(yn+1, yn)+d(yn, y0)−d(yn+1, y0)<ε, for all t ∈In and n ≥N, as (yn) is an almost geodesic sequence. So to get (2.3), we
can take T = N. for all t ∈In and n ≥N, as (yn) is an almost geodesic sequence. So to get (2.3), we
can take T = N. To prove that ¯γ is an almost geodesic ray, we need to show that for each ε > 0,
there exists S ≥0 such that d( ¯γ (t), ¯γ (s)) + d( ¯γ (s), ¯γ (0)) −d( ¯γ (t), ¯γ (0)) < ε for all t ≥s ≥S. Suppose that t > s are such that t ∈In and s ∈Ik with n > k. which completes the proof. which completes the proof. ⊓⊔ Lemma 2.5 If (yn) is an almost geodesic sequence in a geodesic metric space (M, d)
satisfying (2.2) and ¯γ is a ray induced by (yn), then for each sequence (βn) in [0, ∞)
with βn+1 > βn for all n ≥0, there exists sequence (tn) in [0, ∞) with tn+1 > tn for
all n ≥0 such that d( ¯γ (tn), ¯γ (0)) = βn for all n ≥0. Proof Note that as γ : [0, ∞) →M is an almost geodesic by Lemma 2.4(i), we
know that d(γ (t), γ (0)) →∞as t →∞. From Lemma 2.4(ii) we know that γ is
continuous on [0, ∞), so there exists tn
0 ≥0 such that d(γ (tn
0 ), γ (0)) = βn. Now if
we let tn := inf{t ≥0: d(γ (t), γ (0)) = βn}, then by continuity of γ we have that
d(γ (tn), γ (0)) = βn and tn+1 > tn for all n ≥0. ⊓⊔ a ray induced by (yn). Note that ¯γ is well defined for all t ≥0 by (2.2). As ¯γ (n) = yn for all n, we get that h′ = h. To prove the second assertion, we note that the affine map t →d(yn+1, yn)
n+1 −n
(t −n) 123 123 Page 8 of 20 B. Lemmens 160 is a continuous map from In onto [0, d(yn1, yn)], and the map γn : [0, d(yn+1, yn)] →
(M, d) is continuous, as γn is a geodesic. Thus, the map t →d( ¯γ (t), ¯γ (0)) is contin-
uous on the interior of the interval In for all n ≥0. To get continuity at the endpoints,
we simply note that for all n ≥0, lim
t→−n
d( ¯γ (t), ¯γ (0)) = d(yn, ¯γ (0)) = lim
t→+n
d( ¯γ (t), ¯γ (0)), which completes the proof. 2.1 Detour Distance Suppose that (M, d) is a proper geodesic metric space. Given two Busemann points
h1, h2 ∈∂Mh, the detour cost is given by H(h1, h2) := inf
(zn) lim inf
n d(b, zn) + h2(zn),
(2.4) (2.4) where the infimum is taken over all sequences (zn) such that hzn converges to h1. It is
known, see [15, Lemma 3.1], that if (zn) is an almost geodesic sequence converging
to h1 and (wm) converges to h2, then where the infimum is taken over all sequences (zn) such that hzn converges to h1. It is
known, see [15, Lemma 3.1], that if (zn) is an almost geodesic sequence converging
to h1 and (wm) converges to h2, then H(h1, h2) = lim
n→∞
d(b, zn) + lim
m→∞d(zn, wm) −d(b, wm)
= lim
n→∞d(b, zn) + h2(zn). The detour distance is given by The detour distance is given by δ(h1, h2) := H(h1, h2) + H(h2, h1). Note that for all m, n ≥0, we have that Note that for all m, n ≥0, we have that d(b, zn) + d(zn, wm) −d(b, wm) ≥0, so that H(h1, h2) ≥0 for all h1, h2 ∈∂Mh. It is, however, possible for H(h1, h2) to
be infinite. It can be shown, see [15, Sect. 3] or [27, Sect. 2], that the detour distance
is independent of the basepoint. so that H(h1, h2) ≥0 for all h1, h2 ∈∂Mh. It is, however, possible for H(h1, h2) to
be infinite. It can be shown, see [15, Sect. 3] or [27, Sect. 2], that the detour distance
is independent of the basepoint. 123 12 A Metric Version of Poincaré’s Theorem Concerning... Page 9 of 20 160 The detour distance was introduced in [5] and has been exploited and further devel-
oped in [15, 27]. It is known, see for instance [15, Sect. 3] or [27, Sect. 2], that on
BM ⊆∂Mh, the detour distance is symmetric, satisfies the triangle inequality, and
δ(h1, h2) = 0 if and only if h1 = h2. This yields a partition of BM into equivalence The detour distance was introduced in [5] and has been exploited and further devel-
oped in [15, 27]. It is known, see for instance [15, Sect. 3] or [27, Sect. 2], that on
BM ⊆∂Mh, the detour distance is symmetric, satisfies the triangle inequality, and
δ(h1, h2) = 0 if and only if h1 = h2. 2.1 Detour Distance This yields a partition of BM into equivalence
classes, where h1 and h2 are said to be equivalent if δ(h1, h2) < ∞. The equivalence
class of h will be denoted by P(h). Thus, the set of Busemann points, BM, is the
disjoint union of metric spaces under the detour distance, which are called parts of
BM. Isometric embeddings between proper geodesic metric spaces can be extended to
the parts of the metric spaces as detour distance isometries. Indeed, suppose that
ϕ : (M, d) →(N, ρ) is an isometric embedding, i.e. ρ(ϕ(x), ϕ(y)) = d(x, y) for all
x, y ∈M. (Note that ϕ need not be onto.) If h is a Busemann point of (M, d) with
basepoint b and (zn) is an almost geodesic sequence such that (hzn) converges to h,
then (un), with un := ϕ(zn) for n ≥0, is an almost geodesic sequence in (N, ρ), and
hence (hun) converges to a Busemann point, say ϕ(h), of (N, ρ) with basepoint ϕ(b). We note that ϕ(h) is independent of the almost geodesic sequence (zn). To see this,
let (wn) be another almost geodesic such that (hwn) converges to h. Write vn := ϕ(wn)
for n ≥0 and let ϕ(h)′ be the limit of (hvn). Then H(h, h) = lim
n→∞d(wn, b) + lim
m→∞d(wn, zm) −d(b, zm)
= lim
n→∞ρ(vn, ϕ(b)) + lim
m→∞ρ(vn, um) −ρ(ϕ(b), um)
= H(ϕ(h)′, ϕ(h)). Likewise, H(ϕ(h), ϕ(h)′)
=
H(h, h), and we deduce that δ(ϕ(h)′, ϕ(h))
=
H(ϕ(h)′, ϕ(h)) + H(ϕ(h), ϕ(h)′) = δ(h, h) = 0, which shows that ϕ(h)′ = ϕ(h),
as ϕ(h)′ and ϕ(h) are Busemann points. Thus, there exists a well-defined map
: BM →BN given by (h) := ϕ(h). Lemma 2.6 If ϕ : (M, d) →(N, ρ) is an isometric embedding, then (P(h)) ⊆
P(ϕ(h)) for all Busemann points h of (M, d) and Lemma 2.6 If ϕ : (M, d) →(N, ρ) is an isometric embedding, then (P(h)) ⊆
P(ϕ(h)) for all Busemann points h of (M, d) and δ(h′, h) = δ((h′), (h)) for all h, h′ ∈BM. Proof Let (zn) and (wn) be almost geodesic sequences such that (hzn) converges to h
and (hwn) converges to h′ in (M, d) with basepoint b. 2.1 Detour Distance Moreover, there exists an
almost geodesic sequence (zn) converging to h, where (zn
j) is an almost geodesic
converging to h j for j ∈J such that for all n ≥1, we have that d∞(zn, y0) −
d j(zn
j, y0
j ) = α j for j ∈J, and di(zn
i , y0
i ) = 0 for all i /∈J. is a Busemann point with basepoint y0 = (y0
1, . . . , y0
p). Moreover, there exists an
almost geodesic sequence (zn) converging to h, where (zn
j) is an almost geodesic
converging to h j for j ∈J such that for all n ≥1, we have that d∞(zn, y0) −
d j(zn
j, y0
j ) = α j for j ∈J, and di(zn
i , y0
i ) = 0 for all i /∈J. j
j
(ii) If β ∈RJ with min j∈J β j = 0 and h′ is a Busemann point with basepoint y0 of
the form, j
j
(ii) If β ∈RJ with min j∈J β j = 0 and h′ is a Busemann point with basepoint y0 of
the form, h′(x) = max
j∈J h j(x j) −β j, for x ∈
p
j=1
M j, then δ(h, h′) = ∥α −β∥var. J then δ(h, h′) = ∥α −β∥var. then δ(h, h′) = ∥α −β∥var. then δ(h, h )
∥α
β∥var. (iii) For h as in (2.5) the part (P(h), δ) contains an isometric copy of (RJ/Sp(1), ∥·
∥var). (iii) For h as in (2.5) the part (P(h), δ) contains an isometric copy of (RJ/Sp(1), ∥·
∥var). Proof We know there exists an almost geodesic sequence (yn
j ) in (M j, d j) such that
hyn
j →h j for each j ∈J. As d j(yn
j , b j) →∞, we can take a subsequence and
assume that d j(yn+1
j
, y0
j ) > d j(yn
j , y0
j ) > α j for all n ≥1. Let ¯γ j be a ray induced
by (yn
j ). j
For j ∈J we get from Lemma 2.5 a sequence (tn
j ) in [0, ∞) with t0
j = 0 and d j( ¯γ j(tn
j ), y0
j ) = (max
i∈J di(yn
i , y0
i )) −α j ≥0 for all n ≥1. Let z0 := (y0
1, . . . 2.1 Detour Distance Then Proof Let (zn) and (wn) be almost geodesic sequences such that (hzn) converges to h
and (hwn) converges to h′ in (M, d) with basepoint b. Then H(h′, h) = lim
n→∞d(wn, b) + lim
m→∞d(wn, zm) −d(b, zm)
= lim
n→∞ρ(vn, ϕ(b)) + lim
m→∞ρ(vn, um) −ρ(ϕ(b), um) H(h′, h) = lim
n→∞d(wn, b) + lim
m→∞d(wn, zm) −d(b, zm)
= lim
n→∞ρ(vn, ϕ(b)) + lim
m→∞ρ(vn, um) −ρ(ϕ(b), um)
= H(ϕ(h)′, ϕ(h)). = H(ϕ(h)′, ϕ(h)). Likewise, H(h, h′) = H(ϕ(h), ϕ(h)′), so that δ(h′, h) = δ((h′), (h)), which
completes the proof. ⊓⊔ Likewise, H(h, h′) = H(ϕ(h), ϕ(h)′), so that δ(h′, h) = δ((h′), (h)), which
completes the proof. ⊓⊔ It could happen that all parts consist of a single Busemann point, but there are also
natural instances where there are nontrivial parts. In case of products of metric spaces 123 Page 10 of 20 160 B. Lemmens coming from proper geodesic metric spaces, it turns out that the parts and the detour
distance have a special structure that is linked to the quotient space, (Rn/Sp(1), ∥·∥var)
given in (1.1), as shown by the following proposition. coming from proper geodesic metric spaces, it turns out that the parts and the detour
distance have a special structure that is linked to the quotient space, (Rn/Sp(1), ∥·∥var)
given in (1.1), as shown by the following proposition. Proposition 2.7 If, for j = 1, . . . , p, (M j, d j) is a proper geodesic metric space with
almost geodesic sequence (yn
j ) and corresponding Busemann point h j with basepoint
y0
j , and J ⊆{1, . . . , p} is non-empty, then the following assertions hold: (i) For α ∈RJ with min j∈J α j = 0 the function h : (p
j=1 M j, d∞) →R given by, h(x) = max
j∈J h j(x j) −α j, for x ∈
p
j=1
M j,
(2.5) (2.5) is a Busemann point with basepoint y0 = (y0
1, . . . , y0
p). Moreover, there exists an
almost geodesic sequence (zn) converging to h, where (zn
j) is an almost geodesic is a Busemann point with basepoint y0 = (y0
1, . . . , y0
p). 2.1 Detour Distance As J is non-empty, we
find for all n ≥k large that d∞(zn, zk) + d∞(zk, z0) −d∞(zn, z0) = d j(zn
j, zk
j) + d j(zk
j, z0
j) + α j −d j(zn
j, z0
j) −α j < ε. d∞(zn, zk) + d∞(zk, z0) −d∞(zn, z0) = d j(zn
j, zk
j) + d j(zk
j, z0
j) + α j −d j(zn
j, z0
j) −α j < ε Also for n ≥0 large and x ∈p
j=1 M j, we have that hzn(x) = max
j∈J (d j(x j, zn
j) −d∞(zn, z0)) = max
j∈J (d j(x j, zn
j) −d j(zn
j, z0
j) −α j). Letting n →∞gives h(x) = max
j∈J h j(x j) −α j for all x ∈
p
j=1
M j and shows that h is a Busemann point with basepoint y0 = (y0
1, . . . , y0
p). This com-
pletes the proof of assertion (i). and shows that h is a Busemann point with basepoint y0 = (y0
1, . . . , y0
p). This com-
pletes the proof of assertion (i). To prove the second assertion, we know from the first assertion that there exists an
almost geodesic sequence (wn) converging to h′, where (wn
j ) is an almost geodesic
converging to h j and d∞(wn, y0) −d j(wn
j , y0
j ) = β j for j ∈J. So, we get that max
j∈J (β j −α j) = max
j∈J (H(h j, h j) + β j −α j)
= max
j∈J ( lim
n→∞d j(wn
j , y0
j ) + β j + h j(wn
j ) −α j)
= max
j∈J ( lim
n→∞d∞(wn, y0) + h j(wn
j ) −α j)
= lim
n→∞max
j∈J (d∞(wn, y0) + h j(wn
j ) −α j)
= lim
n→∞d∞(wn, y0) + h(wn). = max
j∈J ( lim
n→∞d j(wn
j , y0
j ) + β j + h j(wn
j ) −α j)
= max
j∈J ( lim
n→∞d∞(wn, y0) + h j(wn
j ) −α j)
= lim
n→∞max
j∈J (d∞(wn, y0) + h j(wn
j ) −α j) = lim
n→∞d∞(wn, y0) + h(wn). 2.1 Detour Distance , y0
p) and for n ≥1 define zn = (zn
1, . . . , zn
p) ∈p
j=1 M j by
zn
j := ¯γ j(tn
j ) if j ∈J, and zn
j := y0
j otherwise. Let z0 := (y0
1, . . . , y0
p) and for n ≥1 define zn = (zn
1, . . . , zn
p) ∈p
j=1 M j by
zn
j := ¯γ j(tn
j ) if j ∈J, and zn
j := y0
j otherwise. As min
α
0 we get by construction that j
j
J α j = 0, we get by construction that j
j
j
j
j
As min j∈J α j = 0, we get by construction that j
j
j
j
j
As min j∈J α j = 0, we get by construction that d∞(zn, z0) = max
i∈J di(yn
i , y0
i ) = d j(zn
j, z0
j) + α j for all n ≥1 and j ∈J. Moreover, it follows from Lemma 2.4 that (zn
j) is an almost geodesic converging to
h j for j ∈J. Moreover, it follows from Lemma 2.4 that (zn
j) is an almost geodesic converging to
h j for j ∈J. 123 A Metric Version of Poincaré’s Theorem Concerning... A Metric Version of Poincaré’s Theorem Concerning... Page 11 of 20 160 We claim that (zn) is an almost geodesic sequence in (p
j=1 M j, d∞). Indeed, note
that for n ≥k ≥0, we have that d∞(zn, zk) + d∞(zk, z0) −d∞(zn, z0) = d j(zn
j, zk
j) + d∞(zk, z0) −d∞(zn, z0)
for some j = j(n, k) ∈J, as d j(zn
j, zk
j) = 0 for all j /∈J. As J is non-empty, we
find for all n ≥k large that d∞(zn, zk) + d∞(zk, z0) −d∞(zn, z0) = d j(zn
j, zk
j) + d∞(zk, z0) −d∞(zn, z0)
f
j
j(
k)
J
d ( n
k)
0 f
ll j / J A J i
t d∞(zn, zk) + d∞(zk, z0) −d∞(zn, z0) = d j(zn
j, zk
j) + d∞(zk, z0) −d∞(zn, z0) for some j = j(n, k) ∈J, as d j(zn
j, zk
j) = 0 for all j /∈J. 2.1 Detour Distance Interchanging the roles of h and h′, we find that Interchanging the roles of h and h′, we find that δ(h′, h) = H(h′, h) + H(h, h′) = max
j∈J (β j −α j) + max
j∈J (α j −β j) = ∥α −β∥var. The final assertion is a direct consequence of the previous two, as (S, ∥· ∥var) with
S := {α ∈RJ : min j∈J α j = 0} is isometric to (RJ/Sp(1), ∥· ∥var). ⊓⊔ The final assertion is a direct consequence of the previous two, as (S, ∥· ∥var) with
S := {α ∈RJ : min j∈J α j = 0} is isometric to (RJ/Sp(1), ∥· ∥var). ⊓⊔ 123 Page 12 of 20 160 B. Lemmens Proposition 2.7 is related to [26, Propositions 8.3 and 8.4], where the Busemann points
for the product of two metric spaces are characterised and the detour cost is determined. Proposition 2.7 is related to [26, Propositions 8.3 and 8.4], where the Busemann points
for the product of two metric spaces are characterised and the detour cost is determined. It is interesting to understand when a part (P(h), δ) is isometric to (RJ/Sp(1), ∥·
∥
) It is interesting to understand when a part (P(h), δ) is isometric to (RJ/Sp(1), ∥·
∥var). Theorem 2.8 If, for j = 1, . . . , q, (N j, ρ j) is a proper geodesic metric space such that
all horofunctions are Busemann points, and δ(h j, h′
j) = ∞for all h j ̸= h′
j Busemann
points of (N j, ρ j), then every horofunction h of (q
j=1 N j, d∞) is a Busemann point,
and (P(h), δ) is isometric to (RJ/Sp(1), ∥· ∥var) for some J ⊆{1, . . . , q}. Proof Let h be a horofunction of (q
j=1 N j, d∞) with respect to basepoint b =
(b1, . . . , bq). By Theorem 2.3 we know that h is of the form h(x) = max
j∈J h j(x j) −α j for x ∈
q
j=1
N j, and h j is a horofunction of (N j, ρ j) with respect to basepoint b j for each j ∈J. As
each horofunction of (N j, ρ j), is a Busemann point, there exists an almost geodesic
sequence (yn
j ) such that (hyn
j ) converges to h j with basepoint b j. 2.1 Detour Distance Page 13 of 20
160 160 by Theorem 2.3, we know h′ is of the form by Theorem 2.3, we know h′ is of the form 2.3, we know h′ is of the form h′(x) = max
j∈J ′ h′
j(x j) −β j, for x ∈
q
j=1
N j,
(2.6) (2.6) and, after taking a subsequence, we may assume that d∞(wn
j , y0)−dk(wn
j , y0
j ) →β j
for all j ∈J ′, d∞(wn, y0) −di(wn
i , y0
i ) →∞for all i /∈J ′, and hwn
j →h′
j ∈∂N j
h
for all j ∈J ′. and, after taking a subsequence, we may assume that d∞(wn
j , y0)−dk(wn
j , y0
j ) →β j
for all j ∈J ′, d∞(wn, y0) −di(wn
i , y0
i ) →∞for all i /∈J ′, and hwn
j →h′
j ∈∂N j
h
for all j ∈J ′. j
We claim that if J ̸= J ′, or, J = J ′ and hk ̸= h′
k for some k ∈J, then δ(h∗, h′) =
∞. Suppose that J ̸= J ′ and k ∈J, but k /∈J ′. Then lim
m→∞d∞(wn, zm) −d∞(y0, zm) = lim
m→∞d∞(wn, zm) −dk(y0
k , zm
k ) −γk
≥lim
m→∞dk(wn
k , zm
k ) −dk(y0
k , zm
k ) −γk
≥−dk(wn
k , y0
k ) −γk, so that lim
n→∞
d∞(wn, y0) + lim
m→∞d∞(wn, zm) −d∞(y0, zm)
≥lim
n→∞d∞(wn, y0) −dk(wn
k , y0
k ) −γk = ∞ lim
n→∞
d∞(wn, y0) + lim
m→∞d∞(wn, zm) −d∞(y0, zm)
≥lim
n→∞d∞(wn, y0) −dk(wn
k , y0
k ) −γk = ∞. Thus, H(h′, h∗) = ∞and hence δ(h∗, h′) = ∞. The case where k ∈J ′ and k /∈J
can be shown in the same way. y
Now suppose that h∗
k ̸= h′
k for some k ∈J ∩J ′. By assumption we know that
δ(h∗
k, h′
k) = ∞. Note that lim
n→∞d∞(wn, y0) + h∗(wn) = lim
n→∞d∞(wn, y0) + max
j∈J h∗
j(wn
j ) −γ j
≥lim inf
n→∞dk(wn
k , y0
k ) + h∗
k(wn
k ) −γk. It now follows from (2.4) that H(h′, h∗) ≥H(h′
k, h∗
k) −γk. 2.1 Detour Distance j
For j /∈J let y0
j = b j and define y0 := (y0
1, . . . , y0
q). Let h∗
j be the Busemann
point obtained by changing the basepoint of h j to y0
j , so h∗
j(x j) := h j(x j) −h j(y0
j ). Now note that if we change the basepoint for h to y0, we get the Busemann point h∗(x) := h(x) −h(y0)
= max
j∈J (h j(x j) −α j) −max
i∈J (hi(y0
i ) −αi)
= max
j∈J (h∗
j(x j) + h j(y0
j ) −α j −max
i∈J (hi(y0
i ) −αi))
= max
j∈J h∗
j(x j) −γ j, where γ j := maxi∈J(hi(y0
i )−αi)−(h j(y0
j )−α j) ≥0 for j ∈J and min j∈J γ j = 0. It now follows from Proposition 2.7(i) that h∗is a Busemann point of (q
j=1 N j, d∞)
with respect to basepoint y0, and hence h is a Busemann point (q
j=1 N j, d∞) with
respect to basepoint b. Moreover, there exists an almost geodesic sequence (zm) con-
verging to h∗, where (zm
j ) is an almost geodesic converging to h∗
j for j ∈J, and for
all m ≥1 we have that d∞(zm, y0) −d j(zm
j , y0
j ) = γ j for j ∈J, and di(zm
i , y0
i ) = 0
for all i /∈J. To prove the second assertion we note that (P(h), δ) is isometric to (P(h∗), δ),
since δ is independent of the basepoint. Let h′ is a Busemann point of (q
j=1 N j, d∞)
with respect to basepoint y0 and (wn) be an almost geodesic converging to h′. Then 123 A Metric Version of Poincaré’s Theorem Concerning... Page 13 of 20
160 on of Poincaré’s Theorem Concerning... Page 13 of 20
160 A Metric Version of Poincaré’s Theorem Concerning... 2.1 Detour Distance , n} non-empty and α ∈RJ with min j∈J α j = 0, where the sign
is fixed for each j ∈J, see also [10, Theorem 5.2]. Moreover, (P(h), δ) is isometric
to (RJ/Sp(1), ∥· ∥var). We are now in position to prove Theorem 1.2. Proof of Theorem 1.2 As each (M j, d j) contains an almost geodesic sequence (yn
j ),
it has a Busemann point, say h j. We know from Proposition 2.7(i) that the function
h of the form, h(x) = max j=1,...,p h j(x j), is a Busemann point of (p
j=1 M j, d∞). Moreover, it follows from the third part of the same proposition that (P(h), δ) contains
an isometric copy of (Rp/Sp(1), ∥· ∥var). Now suppose, for the sake of contradiction, that there exists an isometric embedding
ϕ : (p
j=1 M j, d∞) →(q
j=1 N j, d∞). Then it follows from Lemma 2.6 that the
restrictionoftoP(h)yieldsanisometricembeddingof(P(h), δ)into(P((h)), δ′),
where δ′ is the detour distance on P((h)). It now follows from Theorem 2.8 that
(P((h)), δ′) is isometric to (Rn/Sp(1), ∥· ∥var) for some n ∈{1, . . . , q}. So,
yields an isometric embedding of (Rp/Sp(1), ∥· ∥var) into (Rn/Sp(1), ∥· ∥var) with
n < p, which contradicts Brouwer’s invariance of domains theorem [8]. ⊓⊔ 2.1 Detour Distance Interchanging the roles
of h∗and h′, we also get that H(h∗, h′) ≥H(h∗
k, h′
k) −βk, and hence δ(h∗, h′) ≥
δ(h∗
k, h′
k) −(γk + βk) = ∞. It now follows from (2.4) that H(h′, h∗) ≥H(h′
k, h∗
k) −γk. Interchanging the roles
of h∗and h′, we also get that H(h∗, h′) ≥H(h∗
k, h′
k) −βk, and hence δ(h∗, h′) ≥
δ(h∗
k, h′
k) −(γk + βk) = ∞. k
k
On the other hand, if J = J ′ and h∗
j = h′
j for all j ∈J, then it follows from
Proposition 2.7(ii) that δ(h∗, h′) = ∥α −β∥var. Moreover, it follows from that Propo-
sition 2.7(i) that for each β ∈RJ with min j∈J β j = 0, there exists a Busemann point
in the part of h∗of the form (2.6), and hence P(h∗) consists of all h′ of the form
(2.6), where min j∈J β j = 0. So if we let S := {β ∈RJ : min j∈J β j = 0}, then
(P(h∗), δ) is isometric to (S, ∥· ∥var), which in turn is isometric to the quotient space
(RJ/Sp(1), ∥· ∥var). ⊓⊔ An elementary example is the product space (Rn, d∞) where d∞(x, y)
=
max j |x j −y j|. It is easy to verify that (R, | · |) with basepoint 0 has only two horo-
functions, namely h+ : x →x and h−: x →−x, both of which are Busemann points 123 Page 14 of 20 160 B. Lemmens and δ(h+, h−) = ∞. So, in this case, we see that the horofunctions h of (Rn, d∞) are
all Busemann points and of the form, and δ(h+, h−) = ∞. So, in this case, we see that the horofunctions h of (Rn, d∞) are
all Busemann points and of the form, h(x) = max
j∈J ±x j −α j, h(x) = max
j∈J ±x j −α j, for some J ⊆{1, . . . , n} non-empty and α ∈RJ with min j∈J α j = 0, where the sign
is fixed for each j ∈J, see also [10, Theorem 5.2]. Moreover, (P(h), δ) is isometric
to (RJ/Sp(1), ∥· ∥var). for some J ⊆{1, . . . 3 Product Domains in Cn Before we show how we can use Theorem 1.2 to derive Theorem 1.1, we first recall
some basic facts concerning the Kobayashi distance, see [13, Chapter 4] for more
details. On the disc, := {z ∈C: |z| < 1}, the hyperbolic distance is given by ρ(z, w) := log
1 +
w−z
1−¯zw
1 −
w−z
1−¯zw
=2 tanh−1
1 −(1 −|w|2)(1 −|z|2)
|1 −w¯z|2
1/2
for z, w∈. Given a convex domain D ⊆Cn, the Kobayashi distance is given by Given a convex domain D ⊆Cn, the Kobayashi distance is given by
kD(z, w) := inf{ρ(ζ, η): ∃f : →D holomorphic with f (ζ) = z and f (η) = w}
for all z, w ∈D. It was shown by Lempert [18] that on bounded convex domains, the
Kobayashi distance coincides with the Caratheodory distance, which is given by kD(z, w) := inf{ρ(ζ, η): ∃f : →D holomorphic with f (ζ) = z and f (η) = w}
for all z, w ∈D. It was shown by Lempert [18] that on bounded convex domains, the
Kobayashi distance coincides with the Caratheodory distance which is given by kD(z, w) := inf{ρ(ζ, η): ∃f : →D holomorphic with f (ζ) = z and f (η) = w} D(z, w) := inf{ρ(ζ, η): ∃f : →D holomorphic with f (ζ) = z and f (η) = w} for all z, w ∈D. It was shown by Lempert [18] that on bounded convex domains, the
Kobayashi distance coincides with the Caratheodory distance, which is given by cD(z, w) := sup
f
ρ( f (z), f (w)) for all z, w ∈D, cD(z, w) := sup
f
ρ( f (z), f (w)) for all z, w ∈D, cD(z, w) := sup
f
ρ( f (z), f (w)) for all z, w ∈D, where the sup is taken over all holomorphic maps f : D →. 12 A Metric Version of Poincaré’s Theorem Concerning... Page 15 of 20 160 It is known, see [2, Proposition 2.3.10], that if D ⊂Cn is bounded convex domain,
then (D, kD) is a proper metric space, whose topology coincides with the usual topol-
ogy on Cn. Moreover, (D, kD) is a geodesic metric space containing geodesics rays,
see [2, Theorem 2.6.19] or [13, Theorem 4.8.6]. In the case of the Euclidean ball Bn := {(z1, . . . 3 Product Domains in Cn , zn) ∈Cn : ∥z∥2 < 1}, where
∥z∥2 =
i |zi|2, the Kobayashi distance has an explicit formula: kBn(z, w) = 2 tanh−1
1 −(1 −∥w∥2)(1 −∥z∥2)
|1 −⟨z, w⟩|2
1/2 for all z, w ∈Bn, see [2, Chapters 2.2 and 2.3]. for all z, w ∈Bn, see [2, Chapters 2.2 and 2.3]. On the other hand, on the polydisc n := {(z1, . . . , zn) ∈Cn : maxi |zi| < 1}, the
Kobayashi distance satisfies kn(z, w) = max
i
ρ(zi, wi) for all w = (w1, . . . , wn), z = (z1, . . . , zn) ∈n, kn(z, w) = max
i
ρ(zi, wi) for all w = (w1, . . . , wn), z = (z1, . . . , zn) ∈n, by the product property, see [13, Theorem 3.1.9]. by the product property, see [13, Theorem 3.1.9]. To determine the horofunctions of (Bn, kBn), with basepoint b = 0, it suffices to
consider limits of sequences (hwn), where wn →ξ ∈∂Bn in norm. As kBn(z, wn) = log
|1 −⟨z, wn⟩| + (|1 −⟨z, wn⟩|2 −(1 −∥z∥2)(1 −∥wn∥2))1/22
(1 −∥z∥2)(1 −∥wn∥2)
, and kBn(0, wn) = log (1 + ∥wn∥)2
1 −∥wn∥2 , it follows that it follows that it follows that h(z) = lim
n→∞kBn(z, wn) −kBn(0, wn)
= log (|1 −⟨z, ξ⟩| + |1 −⟨z, ξ⟩|)2
(1 −∥z∥2)(1 + ∥ξ∥)2
= log |1 −⟨z, ξ⟩|2
1 −∥z∥2
. h(z) = lim
n→∞kBn(z, wn) −kBn(0, wn) = log (|1 −⟨z, ξ⟩| + |1 −⟨z, ξ⟩|)2
(1 −∥z∥2)(1 + ∥ξ∥)2
= log |1 −⟨z, ξ⟩|2
1 −∥z∥2
. for all z ∈Bn. Thus, if we write hξ(z) := log |1 −⟨z, ξ⟩|2
1 −∥z∥2
for all z ∈Bn,
(3.1) (3.1) then we obtain ∂Bnh = {hξ : ξ ∈∂Bn}, see also [3, Lemma 2.28] and [11, Remark
3.1]. Moreover, each hξ is a Busemann point, as it is the limit induced by the geodesic
ray t →et−1
et+1ξ, for 0 ≤t < ∞. 123 160
Page 16 of 20 B. Lemmens 160 Corollary 3.1 If hξ and hη are distinct horofunctions of (Bn, kBn), then δ(hξ, hη) =
∞. 3 Product Domains in Cn Proof If ξ ̸= η in ∂Bn, then Proof If ξ ̸= η in ∂Bn, then lim
z→η kBn(z, 0) + hξ(z) = lim
z→η log 1 + ∥z∥
1 −∥z∥+ log |1 −⟨z, ξ⟩|2
1 −∥z∥2
= ∞, lim
z→η kBn(z, 0) + hξ(z) = lim
z→η log 1 + ∥z∥
1 −∥z∥+ log |1 −⟨z, ξ⟩|2
1 −∥z∥2
= ∞,
which implies that δ(hξ h ) = ∞ h implies that δ(hξ, hη) = ∞. ⊓⊔ ⊓⊔ Note that if n = 1, we recover the well-known expression for the horofunctions of the
hyperbolic distance on : hξ(z) = log |1 −zξ|2
1 −|z|2 = log |ξ −z|2
1 −|z|2 for all z ∈. Combining (3.1) with Theorem 2.3 and Proposition 2.7, we get the following. Combining (3.1) with Theorem 2.3 and Proposition 2.7, we get the following. Corollary 3.2 For Bn1 × · · · × Bnq, the Kobayashi distance horofunctions with base-
point b = 0 are precisely the functions of the form, h(z) = max
j∈J
log |1 −⟨z j, ξ j⟩|2
1 −∥z j∥2
−α j
, where J ⊆{1, . . . , q} non-empty, ξ j ∈∂Bn j for j ∈J, and min j∈J α j = 0. Moreover, each horofunction is a Busemann point, and (P(h), δ) is isometric to
(RJ/Sp(1), ∥· ∥var). Corollary 3.2 should be compared with [2, Proposition 2.4.12]. Asimilarresultholdsformoregeneralproductdomains.Weknowfrom[2,Theorem
2.6.45] that for each ξ ∈∂D, there exists a unique geodesic ray γξ : [0, ∞) →D such
that γξ(0) = b and limt→∞γξ(t) = ξ, if D ⊂C is bounded strongly convex domain
with C3-boundary. We will denote the corresponding Busemann point by hξ : D →R,
so hξ(z) = lim
t→∞kD(z, γξ(t)) −kD(b, γξ(t)). Lemma 3.3 If D ⊂Cn is a bounded strongly convex domain with C3-boundary, then
each horofunction of (D, kD) is a Busemann point and of the form hξ for some ξ ∈∂D. Moreover, δ(hξ, hη) = ∞if ξ ̸= η. If D = r
i=1 Di, where each Di is a bounded
strongly convex domain with C3-boundary, then the horofunctions h of (D, kD) are
Busemann points and precisely the functions of the form, h(z) = max
j∈J hξ j (z j) −α j, where J ⊆{1, . . . ,r} non-empty, ξ j ∈∂D j for j ∈J, and min j∈J α j = 0. 3 Product Domains in Cn 123 12 A Metric Version of Poincaré’s Theorem Concerning... Page 17 of 20 160 Proof To prove the first assertion let h ̸= h′ be horofunctions of (D, kD). As (D, kD)
is a proper geodesic metric space, we know there exist sequences (wn) and (zn) in D
such that hwn →h and hzn →h′. After taking subsequences, we may assume that
wn →ξ ∈∂D and zn →η ∈∂D, since D has a compact norm closure and h and h′
are horofunctions. We claim that ξ ̸= η. To prove this, we need the assumption that D ⊂C is
a bounded strongly convex domain with C3-boundary and use results by Abate [1]
concerning the so-called small and large horospheres. These are defined as follows:
for R > 0, the small horosphere with centre ζ ∈∂D (and basepoint b ∈D) is given
by E(ζ, R) :=
x ∈D : lim sup
z→ζ
kD(x, z) −kD(b, z) < 1
2 log R and the large horosphere with centre ζ ∈∂D (and basepoint b ∈D) is given by F(ζ, R) :=
x ∈D : lim inf
z→ζ
kD(x, z) −kD(b, z) < 1
2 log R
. We note that the horoballs We note that the horoballs H(h, 1
2 log R) =
x ∈D :
lim
n→∞kD(x, wn) −kD(b, wn) < 1
2 log R
and H(h′, 1
2 log R) =
x ∈D :
lim
n→∞kD(x, zn) −kD(b, zn) < 1
2 log R
satisfy satisfy satisfy satisfy E(ξ, R) ⊆H(h, 1
2 log R) ⊆F(ξ, R)and E(η, R) ⊆H(h′, 1
2 log R) ⊆F(η, R). It follows from [2, Theorem 2.6.47] (see also [1]) that E(ξ, R) = H(h, 1
2 log R) =
F(ξ, R) and E(η, R) = H(h′, 1
2 log R) = F(η, R), as D is strongly convex and has
C3-boundary. Thus, if ξ = η, then h = h′, since the horoballs, H(h,r) and H(h′,r)
for r ∈R, completely determine the horofunctions. This shows that ξ ̸= η. It follows
that each horofunction is of the form hξ, with ξ ∈∂D, and hence a Busemann point. 1
2 Now suppose that h1 and h2 are horofunctions, with (z1
n) converging to h1 and (z2
n)
converging to h2. After taking a subsequence, we may assume that z1
n →ξ1 ∈∂D and
z2
n →ξ2 ∈∂D. 3 Product Domains in Cn We now show that if ξ1 ̸= ξ2, then h1 ̸= h2. This implies that there
is a one-to-one correspondence between the horofunctions of (D, kD) and ξ ∈∂D. To prove this, we note that as D is strongly convex, D is strictly convex, i.e. for
each ν ̸= μ in ∂D, the open straight-line segment (ν, μ) ⊂D. By [1, Theorem
1.7], we know that ∂D ∩cl(F(h1, R)) = {ξ1} and ∂D ∩cl(F(h2, R)) = {ξ2} for 123 123 Page 18 of 20 B. Lemmens 160 all R > 0. This implies that ∂D ∩cl(H(h1,r)) = {ξ1} and ∂D ∩cl(H(h2,r)) =
{ξ2} for all r ∈R. Moreover, from [4, Lemma 5], we know that the straight-line
segment [b, ξ1] ⊂cl(H(h1, 0)). There exists a neighbourhood W ⊂Cn of ξ1 such
that W ∩cl(H(h2, 0)) = ∅. If we let w ∈[b, ξ1)∩W, then h1(w) ≤0, but h2(w) > 0,
and hence h1 ̸= h2. Now suppose that ξ ̸= η in ∂D. We know that ∂D ∩cl(H(hη, 0)) = {η} and
γξ(t) /∈cl(H(hη, 0)) for all t > 0 large. So, H(hξ, hη) = lim
t→∞kD(γξ(t), b) + hη(γξ(t)) ≥lim inf
t→∞kD(γξ(t), b) = ∞, since hη(γξ(t)) ≥0 for all t large. This implies that δ(hξ, hη) = ∞. nce hη(γξ(t)) ≥0 for all t large. This implies that δ(hξ, hη) = ∞. ⊓⊔ η
ξ
ξ
η
The final part follows directly from Theorem 2.3 and Proposition 2.7. The proof of Theorem 1.1 is now elementary. Proof of Theorem 1.1 If X j ⊂Cm j is a bounded convex domain, then (X j, kX j ) is
proper geodesic metric space which contains a geodesic ray by [2, Theorem 2.6.19]. Moreover, if Y j ⊂Cn j is a bounded strongly convex domain with C3-boundary, then
by Lemma 3.3, all the horofunctions of (Y j, kY j ) are Busemann points and any two
distinct Busemann points have infinite detour distance. So, Theorem 1.2 applies and
gives the desired result. ⊓⊔ ⊓⊔ Remark 3.4 I am grateful to Andrew Zimmer for sharing the following observations
with me. In the case where q = 1, Theorem 1.1 can be strengthened and shown
in a variety of other ways. Acknowledgements The author wishes to thank the referee for their useful feedback and careful reading
of the paper. 3 Product Domains in Cn Indeed, it was shown by Balogh and Bonk [6] that the
Kobayashi distance is Gromov hyperbolic on a strongly pseudo-convex domain with
C2-boundary, but the Kobayashi distance on a product domain is clearly not Gromov
hyperbolic. This immediately implies Theorem 1.1 for q = 1 in the more general case
where the image domain is strongly pseudo-convex and has C2-boundary. In fact, if q = 1 there exists a further strengthening of Theorem 1.1 which only
requires the image domain to be strictly convex by using a local argument. The iso-
metric embedding is a locally Lipschitz map with respect to the Euclidean norm, and
hence differentiable almost everywhere by Rademacher’s theorem. This implies that
the embedding is also an isometric embedding under the Kobayashi infinitesimal met-
ric. On strictly convex domains, the unit balls in the tangent spaces are strictly convex
and in product domains, they are not, which yields a contradiction. Finally, for holomorphic isometric embeddings and q = 1, Theorem 1.1 can be
extended to the case where the image domain is convex with C1,α-boundary, see
[28, Theorem 2.22]. Looking at the conditions required in Theorem 1.2, it seems likely the regularity
conditions on the domains Y j in Theorem 1.1 can be relaxed considerably. In particular,
one may speculate that it suffices to assume that each domain Y j is strictly convex and
has a C1-boundary. Acknowledgements The author wishes to thank the referee for their useful feedback and careful reading
of the paper. 123 A Metric Version of Poincaré’s Theorem Concerning... Page 19 of 20 160 OpenAccess ThisarticleislicensedunderaCreativeCommonsAttribution4.0InternationalLicense,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
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434–443 (1995) 123
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Electron acceleration at Jupiter: input from cyclotron-resonant interaction with whistler-mode chorus waves
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Annales geophysicae
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MIT Open Access Articles
Electron acceleration at Jupiter: input from cyclotron-
resonant interaction with whistler-mode chorus waves
The MIT Faculty has made this article openly available. Please share
how this access benefits you. Your story matters.
tation: Woodfield, E. E., R. B. Horne, S. A. Glauert, J. D. Menietti, and Y. Y. Shprits. “Electron
cceleration at Jupiter: input from cyclotron-resonant interaction with whistler-mode chorus
aves.” Annales Geophysicae 31, no. 10 (October 2, 2013): 1619-1630.
s Published: http://dx.doi.org/10.5194/angeo-31-1619-2013
ublisher: Copernicus GmbH
ersistent URL: http://hdl.handle.net/1721.1/82924 MIT Open Access Articles
Electron acceleration at Jupiter: input from cyclotron-
resonant interaction with whistler-mode chorus waves
The MIT Faculty has made this article openly available. Please share
how this access benefits you. Your story matters. Citation: Woodfield, E. E., R. B. Horne, S. A. Glauert, J. D. Menietti, and Y. Y. Shprits. “Electron
acceleration at Jupiter: input from cyclotron-resonant interaction with whistler-mode chorus
waves.” Annales Geophysicae 31, no. 10 (October 2, 2013): 1619-1630. As Published: http://dx.doi.org/10.5194/angeo-31-1619-2013
Publisher: Copernicus GmbH MIT Open Access Articles The MIT Faculty has made this article openly available. Please share
how this access benefits you. Your story matters. Citation: Woodfield, E. E., R. B. Horne, S. A. Glauert, J. D. Menietti, and Y. Y. Shprits. “Electron
acceleration at Jupiter: input from cyclotron-resonant interaction with whistler-mode chorus
waves.” Annales Geophysicae 31, no. 10 (October 2, 2013): 1619-1630. Version: Final published version: final published article, as it appeared in a journal, conference
proceedings, or other formally published context 1
Introduction Abstract. Jupiter has the most intense radiation belts of all
the outer planets. It is not yet known how electrons can be
accelerated to energies of 10 MeV or more. It has been sug-
gested that cyclotron-resonant wave-particle interactions by
chorus waves could accelerate electrons to a few MeV near
the orbit of Io. Here we use the chorus wave intensities ob-
served by the Galileo spacecraft to calculate the changes in
electron flux as a result of pitch angle and energy diffusion. We show that, when the bandwidth of the waves and its vari-
ation with L are taken into account, pitch angle and energy
diffusion due to chorus waves is a factor of 8 larger at L-
shells greater than 10 than previously shown. We have used
the latitudinal wave intensity profile from Galileo data to
model the time evolution of the electron flux using the British
Antarctic Survey Radiation Belt (BAS) model. This pro-
file confines intense chorus waves near the magnetic equa-
tor with a peak intensity at ∼5◦latitude. Electron fluxes in
the BAS model increase by an order of magnitude for ener-
gies around 3 MeV. Extending our results to L = 14 shows
that cyclotron-resonant interactions with chorus waves are
equally important for electron acceleration beyond L = 10. These results suggest that there is significant electron ac-
celeration by cyclotron-resonant interactions at Jupiter con-
tributing to the creation of Jupiter’s radiation belts and also
increasing the range of L-shells over which this mechanism
should be considered. Jupiter has the most intense radiation belts of all the mag-
netized planets, with electron energies in excess of 50 MeV
at L = 1.4 (Bolton et al., 2002; de Pater and Dunn, 2003). These belts are believed to be formed by inward radial trans-
port of electrons from a source beyond the orbit of the moon
Io (L = 6.6) on the assumption that the first adiabatic invari-
ant remains conserved (Santos-Costa and Bourdarie, 2001;
Sicard and Bourdarie, 2004). However, this idea requires a
source of electrons in excess of 1 MeV for L > 6.6 (Woch
et al., 2004); the first such indications of a source were given
in Horne et al. (2008). Correspondence to: E. E. Woodfield (emmwoo@bas.ac.uk) Correspondence to: E. E. Woodfield (emmwoo@bas.ac.uk) Received: 4 June 2013 – Revised: 9 August 2013 – Accepted: 12 August 2013 – Published: 2 October 2013 1
Introduction Strong whistler-mode waves have been observed outside
the orbit of Io (Gurnett et al., 1996; Menietti et al., 2008)
in association with magnetic flux interchange instabilities
(Kivelson et al., 1997; Thorne et al., 1997; Xiao et al.,
2003). These waves are thought to be generated by the in-
flow of relatively warm electrons at energies of typically
a few keV resulting from the interchange instability (Hill
et al., 1981; Kivelson et al., 1997). The interchange instabil-
ity moves overdense flux tubes, created by ionization of ma-
terial ejected from Io, outwards to be replaced with an inflow
of hotter but less dense plasma originating further away from
the planet. The potential energy released during this process
both drives the instability and adiabatically heats the incom-
ing plasma (Thorne et al., 1997). At Earth chorus waves are
very effective in accelerating electrons to MeV (Summers
et al., 1998; Horne et al., 2005; Chen et al., 2007), and thus,
by analogy, it has been suggested that electron acceleration Keywords. Magnetospheric physics (energetic particles,
trapped; planetary magnetospheres) – Space plasma physics
(wave–particle interactions) Ann. Geophys., 31, 1619–1630, 2013
www.ann-geophys.net/31/1619/2013/
doi:10.5194/angeo-31-1619-2013
© Author(s) 2013. CC Attribution 3.0 License. Electron acceleration at Jupiter: input from cyclotron-resonant
interaction with whistler-mode chorus waves E. E. Woodfield1, R. B. Horne1, S. A. Glauert1, J. D. Menietti2, and Y. Y. S
1British Antarctic Survey, Cambridge, UK
2Department of Physics and Astronomy, University of Iowa, USA
3Skolkovo Institute of Science and Technology, Moscow, Russian Federation
4Massachusetts Institute of Technology, Cambridge, MA, USA
5University of California, Los Angeles, CA, USA E. E. Woodfield1, R. B. Horne1, S. A. Glauert1, J. D. Menietti2, and Y. Y. Shprits3,4,5 1British Antarctic Survey, Cambridge, UK
2Department of Physics and Astronomy, University of Iowa, USA
3Skolkovo Institute of Science and Technology, Moscow, Russian Federation
4Massachusetts Institute of Technology, Cambridge, MA, USA
5University of California, Los Angeles, CA, USA 1British Antarctic Survey, Cambridge, UK
2Department of Physics and Astronomy, University of Iowa, USA
3Skolkovo Institute of Science and Technology, Moscow, Russian Federation
4Massachusetts Institute of Technology, Cambridge, MA, USA
5University of California, Los Angeles, CA, USA E. E. Woodfield et al.: Electron acceleration at Jupiter E. E. Woodfield et al.: Electron acceleration at Jupiter by whistler-mode chorus waves could provide the source
of MeV electrons for Jupiter’s radiation belts (Horne et al.,
2008). Recent work shows that Jupiter is the most favorable
planet for this type of acceleration (Shprits et al., 2012). effects of chorus on the electron distribution over a period
of several hours or days due to computer limitations. It is
therefore necessary to use an approximation. One of the most
widely used approximations is quasi-linear theory, which has
been used extensively in radiation belt models at the Earth
(e.g., Varotsou et al., 2005, 2008; Albert et al., 2009; Shprits
et al., 2009a, b; Fok et al., 2008; Su et al., 2010). Quasi-linear
theory does not include phase trapping or phase bunching of
electrons but assumes a broad band of waves and uses the
time-averaged wave power. Quasi-linear theory treats the in-
teraction as a diffusion process where the electrons are dif-
fused in pitch angle α and energy E by the waves (e.g.,
Glauert and Horne, 2005). Test particle simulations (Tao
et al., 2012) and comparisons between particle scattering in
the fully nonlinear and diffusive regimes (Albert, 2010) pro-
vide a remarkable level of agreement for small-amplitude
waves, and also when quasi-linear diffusion rates are aver-
aged over wave frequency and direction of propagation in a
non-homogeneous plasma (Albert, 2010). Wave acceleration is most effective when the ratio of
plasma frequency to gyrofrequency (fpe/fce) is low, typi-
cally < 4 (Horne et al., 2005). At Jupiter wave observations
have only been made for latitudes ≲10◦in the region out-
side Io; previous work to calculate the electron acceleration
due to chorus waves assumed the waves only extended to
10◦(Horne et al., 2008). However, observations at Earth and
Saturn show that waves are observed up to latitudes of 45◦
(Meredith et al., 2001, 2012; Bunch et al., 2012; Menietti
et al., 2012). Since the plasma density drops significantly
with increasing latitude (Bagenal, 1994), the conditions for
acceleration may be more favorable at higher latitudes. Sh-
prits et al. (2012) showed that changing the theoretical lati-
tudinal extent of the chorus waves plays a major role in the
effectiveness of wave–particle interactions at Jupiter and Sat-
urn. E. E. Woodfield et al.: Electron acceleration at Jupiter In this study we use data from the Galileo spacecraft
to investigate in more detail the acceleration of electrons by
wave–particle interactions at Jupiter in the region outside Io. Changes in electron distribution due to wave–particle in-
teractions can be calculated from a diffusion equation given
by Schulz and Lanzerotti (1974); Subbotin and Shprits
(2009), ∂f
∂t =
1
g(α)
∂
∂α
E
g(α)Dαα
∂f
∂α
E
+
1
A(E)
∂
∂E
α
A(E)DEE
∂f
∂E
α
−f
τ
(1)
g(α) = sin2α
1.3802 −0.3198(sinα + (sinα)
1
2 )
(2)
A(E) = (E + E0)(E(E + 2E◦))
1
2 ,
(3) ∂f
∂t =
1
g(α)
∂
∂α
E
g(α)Dαα
∂f
∂α
E
+
1
A(E)
∂
∂E
α
A(E)DEE
∂f
∂E
α
−f
τ
(1)
g(α) = sin2α
1.3802 −0.3198(sinα + (sinα)
1
2 )
(2)
A(E) = (E + E0)(E(E + 2E◦))
1
2 ,
(3) 2
Calculating diffusion coefficients When whistler-mode chorus waves are examined with high
time resolution they are usually characterized by short-
duration bursts of radiation below the local electron gyrofre-
quency, fce, which rise or fall rapidly in frequency. This
type of frequency time structure is observed at Jupiter (Gur-
nett and Scarf, 1983) as well as the Earth (e.g., Burtis and
Helliwell, 1969; Tsurutani and Smith, 1974; Santolík et al.,
2003) and Saturn (Hospodarsky et al., 2008). Individual cho-
rus bursts may only last a few milliseconds, but they often
overlap in time and occur repeatedly for periods of hours
and longer. For example, chorus waves were observed for
several hours by Galileo each time the spacecraft orbited in-
side 12 RJ, and this occurred on several orbits (e.g., Fig. 4
of Menietti et al., 2008). The frequency-time characteris-
tics and discrete bursty nature of the signals suggests that
the waves are generated by nonlinear wave–particle interac-
tions (Trakhtengerts, 1999; Nunn et al., 1997; Omura et al.,
2009). The general concept is that an electron temperature
anisotropy causes linear wave growth and some of the res-
onant electrons become trapped and phase bunched by the
waves via nonlinear effects. The trapped particles then act
as a resonant current and re-radiate at a higher frequency
with a nonlinear growth rate (for rising tones). These non-
linear wave–particle interactions and the formation of rising
frequency elements have been shown in simulations (Omura
et al., 2009; Katoh and Omura, 2007, 2011) which require
large amounts of computing resources.
α
g(α) = sin2α
1.3802 −0.3198(sinα + (sinα)
1
2 )
(2)
A(E) = (E + E0)(E(E + 2E◦))
1
2 ,
(3) (3) where f is the phase space density, α is the equatorial pitch
angle, Dαα and DEE are the pitch angle and energy diffu-
sion coefficients respectively, E0 is the electron rest energy
and τ is the loss timescale which is only non-zero inside the
loss cone. The first term represents diffusion in pitch angle,
the second diffusion in energy and the third represents losses
to the atmosphere. The diffusion coefficients are calculated
separately before solving Eq. (1) by using a code such as
the PADIE code (Pitch Angle and energy Diffusion of Ions
and Electrons; Glauert and Horne, 2005) to generate a value
of Dαα and DEE for each electron energy and L-shell. Published by Copernicus Publications on behalf of the European Geosciences Union. Published by Copernicus Publications on behalf of the European Geosciences Union. Published by Copernicus Publications on behalf of the European Geosciences Union. 1620 www.ann-geophys.net/31/1619/2013/ E. E. Woodfield et al.: Electron acceleration at Jupiter 1621 Fig. 1. Mean energy diffusion coefficients (averaged over all pitch
angles) for our new results and those of Horne et al. (2008). Fig. 1. Mean energy diffusion coefficients (averaged over all pitch to Horne et al. (2008). A Gaussian power spectrum for the
chorus waves is assumed with a frequency of the peak or
maximum given by fmax = 0.15fce and a half width at half
maximum of 0.05fce. We have assumed that the chorus wave
power is dominated by lower-band chorus since upper-band
chorus has rarely been seen at Jupiter (Menietti et al., 2012). The direction of propagation (wave normal angle, ψ) is as-
sumed to be described by a Gaussian distribution of X =
tan(ψ), field aligned with a width of Xw = tan(30◦) in com-
mon with studies of chorus at the Earth (Horne et al., 2003). When wave propagation at an angle to the magnetic field,
B, is considered, electron diffusion by both Landau (n = 0)
and higher-order cyclotron harmonic resonances are impor-
tant. We use n = 0 and n = ±1,±2,±3,±4,±5 resonances
in calculating the diffusion coefficients. We start by assuming
that the resonant interactions occur within ±10◦of the mag-
netic equator following Horne et al. (2008). The diffusion
coefficients from the PADIE code are bounce averaged; i.e.,
the bouncing of the electrons along the magnetic field line
and the corresponding changes in resonances, plasma den-
sity, magnetic field, and wave power are included in the final
diffusion coefficients. We use the plasma density model from
Bagenal (1994) and a dipole magnetic field (with equatorial
field strength 409.113 µT). Fig. 1. Mean energy diffusion coefficients (averaged over all pitch
angles) for our new results and those of Horne et al. (2008). chorus is observed up to 45◦(Meredith et al., 2012; Bunch
et al., 2012; Menietti et al., 2012), suggest that chorus may
be present at Jupiter far from the equator. Recalling that acceleration due to chorus waves is depen-
dent on the ratio fpe/fce, and is most efficient when this ratio
is ≤4 (Horne et al., 2003, 2005), it is important to consider
fpe/fce over the whole range of L and latitudes for which
the waves are present. E. E. Woodfield et al.: Electron acceleration at Jupiter The strength of the background mag-
netic field is also important; when the background field is
large, scattering is inefficient since the ratio of the wave mag-
netic field to the background field, Bw/B, becomes smaller
(Lyons, 1974). We use the plasma density model of Bage-
nal (1994) and a dipole magnetic field to calculate the vari-
ation of fpe/fce shown in Fig. 2a. This shows the region
close to Jupiter where X is the distance from the planet in
the magnetic equatorial plane in Jovian radii, RJ, and Z is
the distance above the same plane. Overlaid as dashed lines
on Fig. 2a are selected lines of constant latitude. Figure 2b
shows how fpe/fce varies along the field lines. The ability
of chorus to accelerate electrons should be suppressed by the
Io plasma torus between X ∼6 and 10 RJ and for Z ≲2 RJ
where fpe/fce > 4. Jupiter’s plasma sheet is thinned by the
rapid rotation of the planet, and this influences the values
of fpe/fce close to the equator until X ≈15 RJ where the
decreased magnetic field dominates the frequency ratio. Be-
yond L ∼10 and for λ ≳5◦there is a region where fpe/fce is
small, which suggests that chorus waves could be important
for electron acceleration and loss to the atmosphere. An important input to the PADIE code is the amplitude of
the chorus wave magnetic field Bw. In previous work (Horne
et al., 2008) the bounce-averaged diffusion rates were calcu-
lated using PADIE for L = 10 and then scaled by the wave
electric field E2
w to obtain the diffusion rates over the range
6 ≤L ≤18 so that Bw2(L) = Bw2(L = 10)
Ew2(L)
Ew2(L = 10)
,
(4) (4) where Bw2(L) and Ew2(L) are the magnetic and electric
wave intensities measured by Galileo at different L. This
scaling was used since only wave electric field measurements
were available. However, the chorus wave bandwidth was not
scaled by fce in the calculations of Horne et al. (2008) (they
assumed a bandwidth of 0.05fce, but the factor of fce was
missing in the calculations). We have therefore re-computed
the bounce-averaged diffusion rates at each L taking into
account the variation in bandwidth and show the results in
Fig. 1. Here the diffusion rates have been averaged over all
pitch angles at a given L. 2
Calculating diffusion coefficients We
then assume that the underlying cold plasma conditions on
which the diffusion coefficient calculations are based do not
change while solving Eq. (1) so the calculated values of Dαα
and DEE also do not change with time. Radial diffusion has
been omitted as the focus of this paper is to examine the
role of wave–particle interactions. The cross diffusion terms,
which tend to be important at pitch angles near 10◦–45◦(Tao
et al., 2009), have also been omitted, but their importance is
described in relation to the results below. where f is the phase space density, α is the equatorial pitch
angle, Dαα and DEE are the pitch angle and energy diffu-
sion coefficients respectively, E0 is the electron rest energy
and τ is the loss timescale which is only non-zero inside the
loss cone. The first term represents diffusion in pitch angle,
the second diffusion in energy and the third represents losses
to the atmosphere. The diffusion coefficients are calculated
separately before solving Eq. (1) by using a code such as
the PADIE code (Pitch Angle and energy Diffusion of Ions
and Electrons; Glauert and Horne, 2005) to generate a value
of Dαα and DEE for each electron energy and L-shell. We
then assume that the underlying cold plasma conditions on
which the diffusion coefficient calculations are based do not
change while solving Eq. (1) so the calculated values of Dαα
and DEE also do not change with time. Radial diffusion has
been omitted as the focus of this paper is to examine the
role of wave–particle interactions. The cross diffusion terms,
which tend to be important at pitch angles near 10◦–45◦(Tao
et al., 2009), have also been omitted, but their importance is
described in relation to the results below. The energy diffusion coefficients in Horne et al. (2008)
were calculated using the PADIE code at L = 10. We use
the same wave parameters here to allow a direct comparison While nonlinear effects are very important for the gener-
ation of chorus waves, it is not yet possible to calculate the Ann. Geophys., 31, 1619–1630, 2013 www.ann-geophys.net/31/1619/2013/ E. E. Woodfield et al.: Electron acceleration at Jupiter The correct scaling increases the
diffusion rates by up to a factor of 8 for L > 10 and decreases
them for L < 10, and suggests that cyclotron-resonant inter-
actions should be more effective over a wider range of L. The survey of chorus wave activity as seen by the Galileo
spacecraft (Menietti et al., 2008) shows that intense whistler-
mode chorus is observed at a wide range of L from the orbit
of Io out to beyond L = 15. The orbit of Galileo was such
that it covered regions close to the magnetic equator, but
the quantity of wave data falls off dramatically at latitudes
λ ≳10◦. Evidence from both the Earth and Saturn, where 4
Evolution of electron flux Boundary
Condition
α = 0◦
∂f
∂α = 0
α = 90◦
∂f
∂α = 0
Emin = 20 keV
f = constant
Emax = 85 MeV
f = constant In order to assess the effect of the combined pitch angle
and energy diffusion on the electron flux we have used the
British Antarctic Survey Radiation Belt (BAS) model which
has been adapted for Jupiter. We have switched off the radial
diffusion term and only included pitch angle and energy dif-
fusion so as to focus on the effects of chorus waves. The BAS
model uses an unconditionally stable fully implicit numeri-
cal scheme to solve the modified Fokker–Planck equation,
which in the absence of radial diffusion is given by Eq. (1). ⟨Dαα⟩, and energy, ⟨DEE⟩, diffusion rates using the PADIE
code for chorus waves extending to different latitudes λw. For
example, if λw = 10◦then the waves are present only from
−10◦to +10◦magnetic latitude. Figure 3a shows that as the
latitude distribution of the waves is extended from λw = 10◦
to 30◦, pitch angle diffusion at 3 MeV increases at smaller
pitch angles and into the loss cone near ∼2◦. In both pan-
els (a) and (b) it is apparent that increasing the latitudinal
range of the waves increases the diffusion rates at small pitch
angles as there is a larger range of latitudes where electrons
can resonate with the chorus waves and fpe/fce is smaller at
higher latitudes. The increase in pitch angle diffusion with
increasing λw (Fig. 3a) should result in electrons of all pitch
angles being scattered towards the loss cone if intense chorus
waves extend up to 30◦. The energy diffusion rate in Fig. 3b
peaks near 40◦and is over an order of magnitude larger than
the diffusion rate at 70◦to 90◦pitch angle. We have used a fixed loss cone angle of 2◦and included
a loss term for particles inside the loss cone where the loss
timescale τ is a quarter of the bounce time and is calculated
using the method from Schulz and Lanzerotti (1974). The
boundary conditions used in the model are listed in Table 1. The initial pitch angle distribution of phase space density is
set to (5) f (α) = f (α = 90◦)sinα f (α) = f (α = 90◦)sinα
(5) to provide a value of f that decreases towards the loss cone
(Subbotin and Shprits, 2009). Table 1. BAS model boundary conditions. Table 1. BAS model boundary conditions. 3
Latitude distribution of chorus Following the work of Horne et al. (2008), we first assume
that the power of the chorus waves remains constant with
latitude and then calculate the bounce-averaged pitch angle, Ann. Geophys., 31, 1619–1630, 2013 www.ann-geophys.net/31/1619/2013/ 1622
E. E. Woodfield et al.: Electron acceleration at Jupiter
Fig. 2. Plots of fpe/fce: (a) in the magnetic xz plane, with white on black lines showing 3 latitudes; (b) along selected magnetic L-shells. 1622 Ann. Geophys., 31, 1619–1630, 2013 www.ann-geophys.net/31/1619/2013/ E. E. Woodfield et al.: Electron acceleration at Jupiter E. E. Woodfield et al.: Electron acceleration at Jupiter Fig. 2. Plots of fpe/fce: (a) in the magnetic xz plane, with white on black lines showing 3 latitudes; (b) along selected magnetic L-shells. Table 1. BAS model boundary conditions. Boundary
Condition
α = 0◦
∂f
∂α = 0
α = 90◦
∂f
∂α = 0
Emin = 20 keV
f = constant
Emax = 85 MeV
f = constant Table 1. BAS model boundary conditions. Boundary
Condition
α = 0◦
∂f
∂α = 0
α = 90◦
∂f
∂α = 0
Emin = 20 keV
f = constant
Emax = 85 MeV
f = constant E. E. Woodfield et al.: Electron acceleration at Jupiter Fig. 3. Pitch angle and energy diffusion coefficients at L = 10 produced with chorus waves of constant intensity as a function of latitude and
or different latitude ranges; left column: (a) shows < D
> /p2 at 3 MeV (c) variation of < D
> /p2 with energy for λ
= ±10◦and Pitch angle and energy diffusion coefficients at L = 10 produced with chorus waves of constant intensity as a function of latitude and
erent latitude ranges; left column: (a) shows < Dαα > /p2 at 3 MeV, (c) variation of < Dαα > /p2 with energy for λw = ±10◦and
me for λw = ±30◦. Right column (b, d and f): same but for < DEE > /E2. Fig. 3. Pitch angle and energy diffusion coefficients at L = 10 produced with chorus waves of constant intensity as a function of latitude and
for different latitude ranges; left column: (a) shows < Dαα > /p2 at 3 MeV, (c) variation of < Dαα > /p2 with energy for λw = ±10◦and
( )
f
λ
±30◦Ri ht
l
(b d
d f)
b t f
D
/E2 Fig. 3. Pitch angle and energy diffusion coefficients at L = 10 produced with chorus waves of constant intensity as a function of latitude and
for different latitude ranges; left column: (a) shows < Dαα > /p2 at 3 MeV, (c) variation of < Dαα > /p2 with energy for λw = ±10◦and
(e) same for λw = ±30◦. Right column (b, d and f): same but for < DEE > /E2. useful discussion of this effect can be found in Shprits et al. (2012). Figure 4a shows the electron spectrum at α = 84◦at 0 days
(dashed line) and then at 30 days (solid line); Fig. 4b shows
the corresponding pitch angle distributions. A dipole magnetic field was used in the model, which is
a reasonable assumption for distances up to approximately
14 RJ along the equator. The change from dipole magnetic
field to current-sheet-dominated magnetic field occurs be-
tween approximately 12 and 20 RJ (Tomás et al., 2004). Fig-
ure 4 shows the results of the BAS model at L = 10 where
λw takes values of 10◦, 20◦and 30◦. The intensity of the cho-
rus waves is assumed to be constant with latitude in this case. The flux evolution is similar to that of Horne et al. 4
Evolution of electron flux The constant values for the
boundaries and initial values are taken from the Galileo In-
terim Radiation Environment model (GIRE) for Jupiter (Gar-
rett et al., 2003), which is based on averaged measurements
from Galileo combined with the earlier Divine model (Di-
vine and Garrett, 1983). The minimum energy boundary we
use (Emin = 20 keV) is much lower than that used previously
(300 keV) (Horne et al., 2008) so that we can investigate a
wider energy range. We use the GIRE model to set f at the
Emin boundary. The values of f are kept constant on the as-
sumption that there is a balance of sources and losses at this
low energy. The GIRE model based on measurements from
Galileo shows that at 85 MeV there is a very small flux of
electrons, so we have set f at the maximum energy Emax
to be constant. In reality the initial conditions may already
include acceleration and loss due to cyclotron-resonant in-
teractions with chorus and other waves, but at present this
contribution cannot be separated out of the observations. A The variation of the diffusion rates with electron energy is
shown in panels (c) to (f) of Fig. 3. The effect of increasing
the latitude distribution of chorus is to increase ⟨Dαα⟩/p2
for electrons of a few MeV and to increase ⟨DEE⟩/E2 at
pitch angles between 20◦and 60◦. The combination of these
increases implies that although much more energy diffusion
will occur, the electrons will also be scattered rapidly towards
the loss cone and depending on the gradient of the distribu-
tion function may be lost before they can be accelerated. Ann. Geophys., 31, 1619–1630, 2013 www.ann-geophys.net/31/1619/2013/ 1623 E. E. Woodfield et al.: Electron acceleration at Jupiter (2008),
where for λw = 10◦the flux at energies of a few MeV in-
creases by an order of magnitude over a timescale of 30 days
(comparable to the timescale for transport near the Io torus
for thermal plasma (Delamere and Bagenal, 2003)). How-
ever, as the latitude range is increased to 20◦(blue) and 30◦
(red) there is a significant loss of flux at lower energies and 5
Wave intensity with latitude Although the path of Galileo was restricted close to the equa-
tor there is some suggestion in the data that the wave inten-
sity decreases with latitude λ (Menietti et al., 2008). There-
fore we have used the data in Fig. 6 of Menietti et al. (2008)
to produce a Gaussian power profile of Bw with latitude
(Fig. 5). Based on the symmetry of the data in Fig. 6 of Meni-
etti et al. (2008) we assume the wave intensity is symmetrical
about the magnetic equator, and we use all the data from both
sides of the equator to produce a Gaussian model of the vari-
ation of wave intensity with latitude Bw = Bw0e−z2/2
0.48
(6)
z = θ −4.80
3.94
,
(7) (6) (7) where Bw0 is the magnetic wave amplitude at the equator
and θ is the magnetic latitude in degrees. We note that the
wave intensity is highest about 5◦off the equator; a similar
effect has also been observed at Saturn which may be linked
to weak or linear wave growth close to the equator (Meni-
etti et al., 2013). We assume the same intensity profile model
for all L-shells. Figure 5 shows that the waves become very
weak by λ ∼20◦. Although chorus waves at Jupiter may ex-
tend beyond this latitude as they do at the Earth and Saturn,
there are no measurements at high latitudes at Jupiter. Ex-
trapolation of the data using our model indicates that wave
power is likely to be low at high latitudes (Fig. 5). Fig. 5. Magnetic wave amplitude derived from electric field energy
density from the Galileo spacecraft from Menietti et al. (2008) and
an equatorial value of Bw as shown at L = 10. In red, a Gaussian fit
to that data. the energy where enhanced flux is seen has increased towards
10 MeV. The pitch angle distributions have a flat top between
45◦and 90◦which becomes broader for waves which extend
to higher latitudes. The distribution also becomes anisotropic
as the electron distribution at large pitch angles is much
higher than that at small pitch angles. The shape of the pitch
angle distribution is highly dependent on the value of λw. E. E. Woodfield et al.: Electron acceleration at Jupiter 1624
E. E. Woodfield et al.: Electron acceleration at Jupiter
Fig. 4. Electron fluxes after 30 days for constant wave intensity extending to ±λw. Dashed line shows initial condition. Fig. 4. Electron fluxes after 30 days for constant wave intensity extending to ±λw. Dashed line shows initial condition. Fig. 5. Magnetic wave amplitude derived from electric field energy
density from the Galileo spacecraft from Menietti et al. (2008) and
an equatorial value of Bw as shown at L = 10. In red, a Gaussian fit
to that data. www.ann-geophys.net/31/1619/2013/ www.ann-geophys.net/31/1619/2013/ Ann. Geophys., 31, 1619–1630, 2013 1624 Ann. Geophys., 31, 1619–1630, 2013 5
Wave intensity with latitude Although cross diffusion terms are not included in our cal-
culations, simulations show that they are important at pitch
angles in the region 10◦–40◦(Tao et al., 2009) and would
lead to more rapid diffusion in this region, which would tend
to make the anisotropy more apparent. Using the model of the wave intensity distribution shown
in Fig. 5, we have calculated new diffusion coefficients
(Fig. 6). The large reduction in wave intensity by λw = 20◦
results in almost identical diffusion coefficients for the maxi-
mum latitude of the waves λw = 20◦and λw = 30◦such that
the red lines in Fig. 6a and b overlay the blue λw = 20◦lines. The diffusion coefficients are increased somewhat at large
pitch angles compared to Fig. 3 due to the increase in wave Ann. Geophys., 31, 1619–1630, 2013 www.ann-geophys.net/31/1619/2013/ www.ann-geophys.net/31/1619/2013/ 1625 E. E. Woodfield et al.: Electron acceleration at Jupiter Fig. 7. Electron fluxes after 30 days using Galileo-based wave intensity extending to ±λw. Please note the red and blue lines are overlapping. Dashed line shows initial condition. Fig. 7. Electron fluxes after 30 days using Galileo-based wave intensity extending to ±λw. Please note the red and blue lines are overlapping. Dashed line shows initial condition. Fig. 8. Electron fluxes at 0 days (a) and after 30 days (b) using BAS model calculation based on the varying intensity as a function of latitude
profile from Galileo data for λw = 30◦. Fig. 8. Electron fluxes at 0 days (a) and after 30 days (b) using BAS model calculation based on the varying intensity as a function of latitude
profile from Galileo data for λw = 30◦. The increases in energy diffusion at L > 10 shown in
Fig. 1 suggests that we should see strong acceleration at
L > 10. We test this hypothesis as far as L = 14RJ, where
a dipole magnetic field model should still provide a reason-
able approximation to the magnetic field. The results at both
L = 12 (blue line) and L = 14 (red line) in Fig. 9 show that
there is still an order of magnitude increase in the flux of
electrons at ∼3 MeV at L = 14. There is a similarly shaped
response in the electron flux at these larger L-shells to the
results at L = 10, with losses for electrons below ∼1 MeV
and gains above this value. at 30 days using λw = ±30◦and the diffusion coefficients
based on Galileo data. Note the electrons very close to 90◦
pitch angle at energies less than 1 MeV remain trapped be-
cause the pitch angle diffusion rate in this limited range of
pitch angles is very small when considering chorus waves
alone (see Fig. 6). At very low pitch angles electrons are
assumed to be lost into the Jovian atmosphere within one
quarter of the bounce time; this results in emptying of the
loss cone at energies greater than approximately 0.3 MeV
(weak diffusion regime), but at lower energies strong diffu-
sion maintains the flux levels at these low pitch angles. The decreases in flux from the initial condition at ener-
gies between approximately 0.1 and 0.6 MeV are seen to be
consistent across almost all pitch angles in Fig. 8b. E. E. Woodfield et al.: Electron acceleration at Jupiter Fig. 6. Pitch angle and energy diffusion coefficients at L = 10 produced with chorus waves of varying intensity as a function of latitude and for
different latitude ranges; left column: (a) shows < Dαα > /p2 at 3 MeV (please note that the red and blue lines are overlapping), (c) variation
2
2 Fig. 6. Pitch angle and energy diffusion coefficients at L = 10 produced with chorus waves of varying intensity as a function of latitude and for
different latitude ranges; left column: (a) shows < Dαα > /p2 at 3 MeV (please note that the red and blue lines are overlapping), (c) variation
of < Dαα > /p2 with energy for λw = ±10◦and (e) same for λw = ±30◦. Right column (b, d and f): same but for < DEE > /E2. gests that acceleration can extend to a wider range of energies
with little loss. intensity from 0◦to ∼5◦, which was not taken into account
before. Whereas in Fig. 3 at lower pitch angles with λw = 30◦
the pitch angle diffusion rates promoted pitch angle scatter-
ing across all pitch angles, with the modeled wave intensity
distribution this no longer occurs, allowing electrons to be
more easily trapped and accelerated. The diffusion coeffi-
cients calculated using the intensity profile model show in-
creases in pitch angle diffusion across a smaller range of en-
ergies (∼0.4 to 1 MeV, Fig. 6) than with the constant inten-
sity with latitude model (∼0.4 to 6 MeV, Fig. 3). This sug- Figure 7 shows the effect the new diffusion coefficients
have on the evolution of the electron flux after 30 days. This
is very similar to the λw = 10◦results in Fig. 4 although there
are now greater increases of flux for both λw = 10◦and λw =
30◦in Fig. 7. For the λw = 30◦case, the peak flux at 30 days
has moved to an energy slightly lower than 3 MeV. Figure 8 shows how the electron flux evolves over both
energy and pitch angle from the initial condition to the flux www.ann-geophys.net/31/1619/2013/ Ann. Geophys., 31, 1619–1630, 2013 1626 6
Discussion waves have been observed at Jupiter (Menietti et al., 2012)
and are thought to be an important acceleration mechanism
at Saturn (Gu et al., 2013). The results in the previous two sections show the critical dif-
ference the location and intensity of whistler-mode chorus
makes to the evolution of electron flux through wave–particle
interactions. One common feature present in the output of
the BAS model throughout our investigations is a plateau in
the electron flux as a function of energy. The plateau occurs
at varying energies depending on the wave intensity latitude
profile. For example in Fig. 9, the flux at 30 days close to
1 MeV remained the same as the initial value for all three L-
shells, whereas at lower energies the flux has deviated below
the electron spectrum from the GIRE model and at higher
energies it is higher. Although we have included losses within the loss cone
there are other potential loss mechanisms that we have ne-
glected in our model runs. For example broadband hiss and
electromagnetic ion cyclotron (EMIC) waves are known to
cause pitch angle scattering and particle losses; we have also
not included any losses due to the orbits of Jupiter’s moons
Europa (at 9.4 RJ) and Ganymede (at 14.97 RJ). The inclu-
sion of cross terms in the BAS model could also address the
excess of electrons at higher energies since these terms tend
to reduce local acceleration (Shprits et al., 2012). Tao et al. (2009) have assessed the importance of cross terms on elec-
tron acceleration by chorus and concluded that for pitch an-
gles close to 90◦the cross terms have a very limited effect on
the acceleration, but at high energies (∼few MeV) and low
pitch angles the flux can be significantly overestimated (by
2 orders of magnitude) if the cross terms are not included. Our results emphasize the importance of electron accelera-
tion at large pitch angles, and so we do not expect the omis-
sion of cross terms to affect our results significantly. In fact
the results in Tao et al. (2009) suggest that the pitch angle
anisotropies in our results may in fact be an underestimate
of the level of anisotropy since cross diffusion terms should
reduce the acceleration at lower pitch angles. Several factors may lead to these deviations from the
GIRE model. E. E. Woodfield et al.: Electron acceleration at Jupiter E. E. Woodfield et al.: Electron acceleration at Jupiter
1627
Fig. 9. Evolution of electron fluxes at selected L-shells using diffusion coefficients from varying wave intensity profile with latitude up to
λw = 30◦; solid lines are flux after 30 days, dashed lines are the starting spectra at each L-shell, and vertical dotted line in (a) shows energy
used for (b). Fig. 9. Evolution of electron fluxes at selected L-shells using diffusion coefficients from varying wave intensity profile with latitude up to
λw = 30◦; solid lines are flux after 30 days, dashed lines are the starting spectra at each L-shell, and vertical dotted line in (a) shows energy
used for (b). E. E. Woodfield et al.: Electron acceleration at Jupiter The flux
increases observed at energies of a few MeV in Fig. 7a are
also observed over a very wide range of pitch angles, with
the minimum pitch angle of the elevated flux level increasing
with increasing energy. The pitch angle distributions for all 3 L-shells shown in
Fig. 9 are remarkably similar, all showing an increase in the
electron flux at pitch angles ≳30◦by an order of magnitude
or more. All the distributions in Fig. 9b show a very pro-
nounced pitch angle anisotropy peaked near 90◦, where the
distributions at energies of a few MeV have a flat top. Ann. Geophys., 31, 1619–1630, 2013 www.ann-geophys.net/31/1619/2013/ www.ann-geophys.net/31/1619/2013/ 1627 www.ann-geophys.net/31/1619/2013/ Ann. Geophys., 31, 1619–1630, 2013 7
Conclusions Albert, J. M., Meredith, N. P., and Horne, R. B.: Three-dimensional
diffusion simulation of outer radiation belt electrons during the
9 October 1990 magnetic storm, J. Geophys. Res., 114, A09214,
doi:10.1029/2009JA014336, 2009. The radiation belts at Jupiter are the most intense in the Solar
System. Previous work has suggested that cyclotron-resonant
interactions with chorus waves are a significant factor in cre-
ating these radiation belts. In this paper we have used Galileo
spacecraft data to show the importance of electron accelera-
tion by resonant interaction with chorus waves as a source of
high-energy electrons in the region outside of Io at Jupiter. Bagenal, F.: Empirical-model of the Io plasma Torus – Voy-
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415, 987–991, doi:10.1038/415987a, 2002. Three important findings have been reported here: 1. By taking into account the bandwidth of the power
spectrum of chorus waves and how it varies with L-
shell, we find that energy diffusion rates due to chorus
waves are significantly larger by up to a factor of 8
at L-shells > 10 and significantly smaller at L-shells
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waves can increase the electron flux at ∼3 MeV by a
factor of 10 or more over a period of 30 days. Further-
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the orbit of the moon Io. 6
Discussion Firstly, the GIRE model fits a functional form
to the accumulated Galileo electron data from many individ-
ual orbits, so one might expect a relatively smooth spectrum
where some of the variations have been averaged out. An-
other important factor which could explain why the flux at
lower energies is less than the GIRE model is the omission
of particle sources in the BAS model (Shprits et al., 2012). For example particle injections are known to occur at Jupiter
with a timescale of approximately 3 days (Woch et al., 2004;
Mauk et al., 1999; Kronberg et al., 2012). These tend to oc-
cur at energies of a few tens of keV to a few hundred keV,
whereas we have assumed that the flux is constant at our
low energy boundary at 20 keV. It is difficult to say with-
out very detailed modeling of this source whether the in-
jections provide enough electron flux to compensate for the
losses at energies of a few hundred keV, and this needs to
be investigated in the future. Another possibility is that other
waves, such as Z-mode waves (Glauert and Horne, 2005) and
magnetosonic waves (Horne et al., 2007), could contribute to
electron acceleration and increase the electron flux. Z-mode As a final comment, we have omitted radial diffusion that
will transport electrons towards and away from Jupiter with
associated acceleration and deceleration of the particles. Ra-
dial diffusion would be effective over a range of energies and
would tend to smooth the radial profile of the flux. Never-
theless, we point out that anisotropic pitch angle distribu-
tions have been observed at Jupiter and have been associated
with radial diffusion. Here we show that they could also be Ann. Geophys., 31, 1619–1630, 2013 Ann. Geophys., 31, 1619–1630, 2013 www.ann-geophys.net/31/1619/2013/ 7
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Volume 2| Issue 1
ISSN: 2181-3639 Volume 2| Issue 1
ISSN: 2181-3639 Аннотация Ушбу мақолада, XX асрда Туркистон ижтимоий-сиёсий
ҳаётида муҳим рол ўйнаган жадид маьрифатпарварларининг маьрифий-
педагогик фаолияти ҳақида сўз юритилади. Жадид дарсликлари ҳақида
атрофлича маьлумотлар берилиб, уларнинг дидактик мазмуни очиб
берилади. Дарсликлар таҳлилида Маҳмудхўжа Беҳбудийнинг "Жуғрофия "
дарслигига алоҳида тўхталиб, унинг мазмун моҳияти таҳлил этилади. Калит сўзлар: жадидчилик, маьрифатпарварлик, педагогик фаолият,
жадид дарсликлари, мактаб, маориф, миллий педагогика. Аннотация В данной статье рассказывается о просветительско-
педагогической деятельности современной интеллигенции, сыгравшей
важную роль в общественно-политической жизни Туркестана в ХХ веке. Будет освещена подробная информация о джадидских учебниках и раскрыто
их дидактическое содержание.При анализе учебников будет проанализирован
учебник Махмудходжи Бехбуди “География”. Ключевые
слова:
модернизм,
просвещение,
педагогическая
деятельность, современные учебники, школа, образование, воспитание,
народная педагогика. Abstract This article describes the educational and pedagogical activities of
the jadid intelligentsia, which played an important role in the socio-political life of
Turkestan in the ХХ century. Detailed information about the Jadid textbooks will be https://academicsresearch.com/index.php/rnsr/index Results of National Scientific Research International Journal 2023
Volume 2| Issue 1
SJIF- 4.431
ISSN: 2181-3639
covered and their didactic content will be revealed. When analyzing the textbooks,
the textbook of Mahmudhoji Behbudi “Geography” will be analyzed. Results of National Scientific Research International Journal 2023
Volume 2| Issue 1
SJIF- 4.431
ISSN: 2181-3639
covered and their didactic content will be revealed. When analyzing the textbooks,
the textbook of Mahmudhoji Behbudi “Geography” will be analyzed. Results of National Scientific Research International Journal 2023
SJIF 4 431 Key words: modernism, education, pedagogical activity, modern textbooks,
school, education, folk pedagogy. КИРИШ Жадид маърифатпарвар зиёлилари орасида маориф , мактаб ишларини
ташкил этиш ва унинг асосларини яратиш ишини бир бутун ҳолда қараб, бу
йўлда ҳам кўп мувафаққиятларга эришган. Ушбу асослар эса уларнинг усули
жадид мактаблари учун яратган китоб ва қўлланмаларида акс этади. Жадид
маърифатпарвар педагоглари орасида Маҳмудхўжа Беҳбудий яратган усули
жадид руҳидаги ўзбекча ва форсча дарсликлари ўз замонасидаѐқ жуда машҳур
бўлиб кетган ва улардан баъзилари қайта нашр этилган. Беҳбудий яратган
дарсликлар ҳақида кейинги вақтларда олимларимиз томонидан эълон
қилинаѐтган мақола ва рисолаларда номлари қайд этилиб келинди. Булар 1990
йилда нашр қилинган Б. Қосимов ва У. Долимовларнинг "Маърифат
дарғалари" номли китобида, Ш.Турдиевнинг 1994 йили "Мулоқот"
журналининг 3-4 қўшма сонларида эълон қилинган "Маҳмудхўжа Беҳбудий"
сарлавҳали мақоласида, А.Алиевнинг "Маърифат" газетаси 1993 йил 16 июнда
"Маҳмудхўжа Беҳбудий таълим-тарбия хусусида" мақоласи, Н.Авазовнинг
1993 йил чоп этилган "Маҳмудхўжа Беҳбудий – маърифатпарвар" номли
рисоласида тилга олиниб ўтилган. АСОСИЙ ҚИСМ Олимларимиз томонидан келтирилган Беҳбудий дарсликлари рўйхатига
суянган ҳолда, адибнинг ўз муҳаррирлигидаги "Самарқанд" газети ва "Оина"
журналларида доимо сўнгги саҳифадан жой олган "Усули жадид мактаби учун
тайѐр китоблар" сарлавҳаси остида санаб ўтилган китоблар рўйхатини
келтириш мумкин. Булар қуйидагилар: https://academicsresearch.com/index.php/rnsr/index https://academicsresearch.com/index.php/rnsr/index 223 223 https://academicsresearch.com/index.php/rnsr/index https://academicsresearch.com/index.php/rnsr/index 224 224 https://academicsresearch.com/index.php/rnsr/index Results of National Scientific Research International Journal 2023
SJIF- 4.431 Volume 2| Issue 1
ISSN: 2181-3639 1. Алифбо мактаби исломия - форсча. 1. Алифбо мактаби исломия - форсча. 2. Китобат ул-атфол (Болалар учун китоб) - турк ва форсча тилларда. 3. Амалиѐти ислом - туркий тилда 4. Мухтасари тарихи ислом - ўзбек тилида. 4. Мухтасари тарихи ислом - ўзбек тилида. 5. Мунтаҳаби жуғрофияи умумий - туркий тилда. 6. Мадхали жуғрофияи имроний - Мухтасари жуғрофияи Русий- форс ва
ўзбек тилларида. 6. Мадхали жуғрофияи имроний - Мухтасари жуғрофияи Русий- форс ва
ўзбек тилларида. Ушбу рўйхатдан ташқари Б.Қосимовнинг "Ёшлик" журналида эълон
қилинган "Карвонбоши" мақоласида татар ѐзувчиси Олимжон Иброҳимовнинг
сўзларини келтиради. Унда шундай дейилган: "...дарсликларимиз оламинда
Истанбулли Аҳмад Мидхатнинг "Хожа аввал"и, бизнинг "Муаллими
аввал"имиз ўрнина аларнинг Хўжа Беҳбудийлари "Адиби аввал"лар
ѐзғонлиғин..." айтиб ўтади. Бундан ташқари Н.Авазов ўзининг "Махмудхўжа
Беҳбудийнинг ижодий мероси" номли диссертациясида Беҳбудий китоблари
рўйха- тига 1918 йилда яратилган "Ҳисоб" номли китобни ҳам келтиради. Юқоридаги далилларга суянган ҳолда айтиш мумкинки, Беҳбудий- нинг
"Адиби аввал" ва "Ҳисоб" номли дарсликлари ҳам мавжуд бўлган. Лекин
ҳалигача бу китоблар илмий жамоатчилик томонидан топилган эмас. Беҳбудий
дарсликлари
тартибини
юқорида
номлари
келтирилган
олимларимиз томонидан тузилган рўйхатларга ва Беҳбудийнинг ўзи санаб
ўтган китоблар рўйхатига суяниб, уларни қуйидагича келтириш мумкин: 1. Алифбо мактаби исломия. - 1904 йил. форс тилида. 40 саҳифа, 15
тийин. 2. Мадхали жуғрофияи имроний - Мухтасари жуғрофияи Русий (Аҳоли
жуғрофиясига кириш). - 1905 йил, форс тилида, 88 саҳифа, 45 тийин. 3. Мунтахаби жуғрофияи умумий (+исқача умумий жуғрофия). - 1906 йил, 124 саҳифа, 75 тийин. 4. Китобат ул-атфол (Болалар учун китоб). - 1908 йил. биринчи нашри, 225 Volume 2| Issue 1
ISSN: 2181-3639 SJIF- 4.431
ISSN: 2181-3639
китоби саналади. Китоб муаллиф таъкидлаганидек, усули жадид мактаблари
шогирдлари учун яратилган. Дарслик муқовасида "Китоб. Мунтаҳаби
жуғрофияи умумий ва намунаи жуғрофия. Риѐ- зий, тарихий, имроний, русий,
сиѐсий ва татбиқот диния ва фанния" деган сўзлар билан бошланади. Ушбу
ѐзувлардан шуни англаш мумкинки, китоб мактаб шогирдларига содда ва
тушунарли тилда энг умумий жуғрофий билим бериш учун яратилган. "Бисмиллоҳир Раҳмонир Раҳийм", деб бошланувчи сўз бошида муаллиф ушбу
дарсликни яратиш учун "...туркий, арабий, форсий, русий лафзларға тасниф
бўлган ўтуз қадар қадим ва жадид китоб ва арасоил жуғрофия, ҳайъат, риѐзий,
тарихий, табиийлардан мўътабар нусха" ларини кўриб чиқиб, улардан ижодий
фойдаланиб, "жам ва тартиб" қилганлигини баѐн этади. Муаллиф жуғрофий
китобини ўз сарф-харажати эвазига яратилганлигини қайд этиб ўтади ва бу
ишдан
мақсади
аҳли
ватанга
кўрсатган
бир
хизматимдир,
дейди. Китобхонларга мурожаат этиб, агар китобда бирор бир камчилик кўрсангиз,
албатта, бизга мурожаат этинг, шояд бу сизларнинг маориф тараққиѐтига
хизматингиздир, дейди. Беҳбудийнинг жуғрофий китоби 103 бетдан иборат
бўлиб, унга ер шарининг хариталари илова қилинган. Мавзулар бирин-кетин
оддий жуғрофий тушунчалардан аста-секин ривожланиб боради ва кичик-
кичик мақолалар тарзида халқона услубда баѐн этилади. +олаверса, китоб
усули жадид шогирдларига мўлжалланиб яратилганлиги учун ҳам оддий
иборалардан, ўринли ўхшатишлардан фойдаланишга ҳаракат қилинган. Буни
биз мавзуларга қўйилган сарлавҳалардан ҳам кўрамиз. Булар: "Жуғрофия
қачон пайдо бўлган?", "Туркистон донишмандлари", "Жуғрофия ўқимоқнинг
нафиқ, "Жуғрофия ўқумоқ мусулмонларға лозимдур", "Эски ва янги
донишмандлар", "Янгиҳуқамоларнинг сўзларидан намуналар", "Ерни шакли",
"Ҳукамолар қавлича ерни юмалоқлигини аломатлари", "Тоғ ва сойлар ерни
юмалоқлигига
зарар
қилмайдур",
"Ер
айланганда
устидагиларнинг
йиқилмаслиги" каби. Ушбу сарлавҳалар остида эса бу илмнинг афзаллиги, уни J
китоби саналади. Китоб муаллиф таъкидлаганидек, усули жадид мактаблари
шогирдлари учун яратилган. Дарслик муқовасида "Китоб. Мунтаҳаби
жуғрофияи умумий ва намунаи жуғрофия. Риѐ- зий, тарихий, имроний, русий,
сиѐсий ва татбиқот диния ва фанния" деган сўзлар билан бошланади. Ушбу
ѐзувлардан шуни англаш мумкинки, китоб мактаб шогирдларига содда ва
тушунарли тилда энг умумий жуғрофий билим бериш учун яратилган. "Бисмиллоҳир Раҳмонир Раҳийм", деб бошланувчи сўз бошида муаллиф ушбу
дарсликни яратиш учун "...туркий, арабий, форсий, русий лафзларға тасниф
бўлган ўтуз қадар қадим ва жадид китоб ва арасоил жуғрофия, ҳайъат, риѐзий,
тарихий, табиийлардан мўътабар нусха" ларини кўриб чиқиб, улардан ижодий
фойдаланиб, "жам ва тартиб" қилганлигини баѐн этади. Муаллиф жуғрофий
китобини ўз сарф-харажати эвазига яратилганлигини қайд этиб ўтади ва бу
ишдан
мақсади
аҳли
ватанга
кўрсатган
бир
хизматимдир,
дейди. Китобхонларга мурожаат этиб, агар китобда бирор бир камчилик кўрсангиз,
албатта, бизга мурожаат этинг, шояд бу сизларнинг маориф тараққиѐтига
хизматингиздир, дейди. Беҳбудийнинг жуғрофий китоби 103 бетдан иборат
бўлиб, унга ер шарининг хариталари илова қилинган. Results of National Scientific Research International Journal 2023
SJIF- 4.431 1914 йил, иккинчи нашри, турк ва форс тилларида, 36 саҳифа, 15 тийин. 5. Амалиѐти исломия - 1908 йил, турк тилида, 36 саҳифа, 15 тийин. 5. Амалиѐти исломия - 1908 йил, турк тилида, 36 саҳифа, 15 тийин. 6. Мухтасари тарихи ислом (Исломнинг қисқача тарихи). - 1909 йил,
ўзбек тилида, 38 саҳифа, 15 тийин. 6. Мухтасари тарихи ислом (Исломнинг қисқача тарихи). - 1909 йил,
ўзбек тилида, 38 саҳифа, 15 тийин. 7. Ҳисоб. - 1918 йил. (Ушбу "Ҳисоб" номли китоб ҳақидаги маълумотни
Н.Авазовнинг "М.Беҳбудийнинг ижодий мероси" диссертациясига ѐзилган
авторефератидан олдик. 1995 йил, 17 февраль, 12-бет.) 7. Ҳисоб. - 1918 йил. (Ушбу "Ҳисоб" номли китоб ҳақидаги маълумотни
Н.Авазовнинг "М.Беҳбудийнинг ижодий мероси" диссертациясига ѐзилган
авторефератидан олдик. 1995 йил, 17 февраль, 12-бет.) Юқорида Б.Қосимовнинг "Карвонбоши" мақоласида айтилган "Адиби
аввал" дарслигини етарли даражада асосланмаганлиги, Беҳбудийнинг ўзи ва
бошқа олимлар томонидан қайд этилмаганлиги учун уни китоблар рўйхатига
онгли суратда киритмадик. Муаллиф- нинг ўз китоблар рўйхатида "Мадхали
жуғрофияи имроний ва Мухтасари жуғрофияи Русий китобларини тире билан
битта тартибда беради. Демак, ушбу китоблар икки номдаги битта китоб
дейиш мумкин. Биз олиб борган изланишларимиз натижасида Россиянинг Москва
шаҳридаги бош кутубхона фондида сақланаѐтган Беҳбудийнинг "Мунтахаби
жуғрофияи умумий" китобидан нусха кўчиртириб келтирдик ва Беҳбудийнинг
набираси, Самарқанд Давлат университети профессори Надимхон Беҳбудий
шахсий
кутубхонасида
сақланаѐтган
"Китобат
ул-атфол"
номли
дарсликларини топиб, тадқиқ қилишга муваффақ бўлдик. қолган дарсликлар
ҳақида эса Беҳбудийнинг ўзи "Оина" журнали ва "Самарқанд" газетида берган
таърифларига суянган ҳолда ўз мулоҳазаларимизни баѐн этамиз. М.Беҳбудий жуғрофияга оид икки китоб ва бир неча мақоллар ѐзган. Булар "Мунтахаби жуғрофияи умумий" ва "Мадхали жуғрофи- яи имроний",
деб аталади. Ушбу мақолага оид "Жуғрофия илми", "Жуғрофия чист" , "Тарих
ва жуғрофия" каби йирик мақолалари мавжуд. Бундан ташқари, муаллиф бу
мавзуда ўша давр матбуотида тез-тез мурожаат қилиб турган. "Мунтахаби жуғрофияи умумий" Беҳбудийнинг биринчи жуғрофий 226 https://academicsresearch.com/index.php/rnsr/index Volume 2| Issue 1
ISSN: 2181-3639 SJIF- 4.431
ISSN: 2181-3639
билмоқ дунѐни билишнинг калитларидан бири эканлигини барча далилу
исботлар билан баѐн этади. Муаллиф жуғрофия илмида шуҳрат қозонган
олимлар ҳақида гапирганда, албатта, Туркистон уламоларини меҳру муҳаббат
билан тилга олади. "Туркистон уламоларини ҳаммасини аҳволи ва
таснифотини ѐзмоқ лозим бўлса, ушбу китобимиздан ҳам каттароқ китоб
тайѐрламоқ керак бўладур", дейди. Ундан сўнг эса Туркистон уламоларининг
номларини келтириб ўтади. Булар: Кўрагоний Самарқандий (Мирзо Улуғбек),
Муҳаммад Хўжандий, Али бин Можаров ўғли Ҳасан, Абдулла Фарғоний, Абу
Райҳон Хоразмий, Ғиѐсиддин Самарқандий, Ғиѐсиддин Муҳаммад Ҳиротий,
Муҳаммад Фарғоний, Ҳофиз Абру Ҳиротий, Абу Саъд Самъоний, Абдураззоқ
Самарқандий, Мир Абдулкарим Нажарий.... Муаллифнинг ушбу фузалоларни
тилга олишдан мақсади, Туркистон аҳлининг шу кунгача на қадар илму
урфонга ошнолигини ва ҳатто бутун дунѐи олам уларнинг ижодларидан
баҳраманд бўлганлигини кўз-кўз қилиш эди. Бу жуғрофия илми биз учун
янгилик эмас, балки у бизнинг бобомерос илмимиздир, деган фикрни илгари
суради. Бугунги илмсизлик аҳволи эса мустабидлик сиѐсати сабаб эканлигини
ишоралар билан кўрсатишга ҳаракат қилади. "Оврупо ѐ Русияни 15 яшар бир
шогирди бизни 50 яшар савдогар ѐ муллаларимиздан дунѐ илми тўғрисиға яхши
хабардордир", дейди муаллиф куйиниб. Бугун аҳли дунѐ телеграф, телефон,
ҳар хил машиналар ихтиро қилиб, тараққиѐтга юз тутмоқдаки, бизнинг
Туркистон мусулмонлари ҳали ҳам "Ер ҳўкуз шоҳига, ҳўкуз балиғга, балиғ
сувга, сув ҳавоға, казо-казо" , деган авомона хаѐл билан юриб- дилар, дейди. Беҳбудийнинг бу сўзлари нафақат ушбу китоб мўлжалланган мактаб
шогирдларига айтган бу нарса балки, бутун Туркистон аҳлини ўйлантирадиган
масалалардан бири эди. Ер ҳақидаги қарашлар доимо икки хил ихтилоф билан
давом этиб келган. Муаллиф буни қуйидагича келтиради: "Баъзи уламоларни
китобларига ер сокин, янги уламоларни китоблариға ер айланадур, деб таъкид
қиладур", дейди. Ушбу масалани ойдинлаштириш учун муаллиф диний SJIF 4.431
ISSN: 2181 3639
билмоқ дунѐни билишнинг калитларидан бири эканлигини барча далилу
исботлар билан баѐн этади. Муаллиф жуғрофия илмида шуҳрат қозонган
олимлар ҳақида гапирганда, албатта, Туркистон уламоларини меҳру муҳаббат
билан тилга олади. "Туркистон уламоларини ҳаммасини аҳволи ва
таснифотини ѐзмоқ лозим бўлса, ушбу китобимиздан ҳам каттароқ китоб
тайѐрламоқ керак бўладур", дейди. Ундан сўнг эса Туркистон уламоларининг
номларини келтириб ўтади. Булар: Кўрагоний Самарқандий (Мирзо Улуғбек),
Муҳаммад Хўжандий, Али бин Можаров ўғли Ҳасан, Абдулла Фарғоний, Абу
Райҳон Хоразмий, Ғиѐсиддин Самарқандий, Ғиѐсиддин Муҳаммад Ҳиротий,
Муҳаммад Фарғоний, Ҳофиз Абру Ҳиротий, Абу Саъд Самъоний, Абдураззоқ
Самарқандий, Мир Абдулкарим Нажарий.... Муаллифнинг ушбу фузалоларни
тилга олишдан мақсади, Туркистон аҳлининг шу кунгача на қадар илму
урфонга ошнолигини ва ҳатто бутун дунѐи олам уларнинг ижодларидан
баҳраманд бўлганлигини кўз-кўз қилиш эди. Бу жуғрофия илми биз учун
янгилик эмас, балки у бизнинг бобомерос илмимиздир, деган фикрни илгари
суради. Volume 2| Issue 1
ISSN: 2181-3639 Мавзулар бирин-кетин
оддий жуғрофий тушунчалардан аста-секин ривожланиб боради ва кичик-
кичик мақолалар тарзида халқона услубда баѐн этилади. +олаверса, китоб
усули жадид шогирдларига мўлжалланиб яратилганлиги учун ҳам оддий
иборалардан, ўринли ўхшатишлардан фойдаланишга ҳаракат қилинган. Буни
биз мавзуларга қўйилган сарлавҳалардан ҳам кўрамиз. Булар: "Жуғрофия
қачон пайдо бўлган?", "Туркистон донишмандлари", "Жуғрофия ўқимоқнинг
нафиқ, "Жуғрофия ўқумоқ мусулмонларға лозимдур", "Эски ва янги
донишмандлар", "Янгиҳуқамоларнинг сўзларидан намуналар", "Ерни шакли",
"Ҳукамолар қавлича ерни юмалоқлигини аломатлари", "Тоғ ва сойлар ерни
юмалоқлигига
зарар
қилмайдур",
"Ер
айланганда
устидагиларнинг
йиқилмаслиги" каби. Ушбу сарлавҳалар остида эса бу илмнинг афзаллиги, уни 227 https://academicsresearch.com/index.php/rnsr/index Volume 2| Issue 1
ISSN: 2181-3639 Бугунги илмсизлик аҳволи эса мустабидлик сиѐсати сабаб эканлигини
ишоралар билан кўрсатишга ҳаракат қилади. "Оврупо ѐ Русияни 15 яшар бир
шогирди бизни 50 яшар савдогар ѐ муллаларимиздан дунѐ илми тўғрисиға яхши
хабардордир", дейди муаллиф куйиниб. Бугун аҳли дунѐ телеграф, телефон,
ҳар хил машиналар ихтиро қилиб, тараққиѐтга юз тутмоқдаки, бизнинг
Туркистон мусулмонлари ҳали ҳам "Ер ҳўкуз шоҳига, ҳўкуз балиғга, балиғ
сувга, сув ҳавоға, казо-казо" , деган авомона хаѐл билан юриб- дилар, дейди. Беҳбудийнинг бу сўзлари нафақат ушбу китоб мўлжалланган мактаб
шогирдларига айтган бу нарса балки, бутун Туркистон аҳлини ўйлантирадиган
масалалардан бири эди. Ер ҳақидаги қарашлар доимо икки хил ихтилоф билан
давом этиб келган. Муаллиф буни қуйидагича келтиради: "Баъзи уламоларни
китобларига ер сокин, янги уламоларни китоблариға ер айланадур, деб таъкид
қиладур", дейди. Ушбу масалани ойдинлаштириш учун муаллиф диний 228 https://academicsresearch.com/index.php/rnsr/index Volume 2| Issue 1
ISSN: 2181-3639 - Ҳинд, рупия (кумуш) - Афғон, Қирон (кумуш) - Эрон, Ян (кумуш) - Япон,
Лира (олтин) - Усмоний, фунт (стерлинг) - Англия, Франк (кумуш) - Франсия,
Марк(кумуш) - Германия, Дуллар (кумуш) - Америка ... каби. - Ҳинд, рупия (кумуш) - Афғон, Қирон (кумуш) - Эрон, Ян (кумуш) - Япон,
Лира (олтин) - Усмоний, фунт (стерлинг) - Англия, Франк (кумуш) - Франсия,
Марк(кумуш) - Германия, Дуллар (кумуш) - Америка ... каби. Дарслик сўнгроғида "Муаллифдан эълон" ѐзуви остида Беҳбу- дийнинг
ўзи яратган китоблари ҳақида мълумотлар берилган. "Алифбо мактаби исломия" эълонида "Болалар учун усул жадида узра
форсий тилға қирқ саҳифалик бир китобчадур. Риқъий хат ила 4-5 қалам хат
ўткарилиб ўзимиз табъ ва таҳрир этганмиз" , деб ѐзади ва унинг баҳосини ҳам
кўрсатиб ўтади. Бундан шу нарса кўринадики, Беҳбудий ўзи яратган
китоблари тарғиботида, ушбу дарсликларидан ҳамунумли фойдалана билган. Китобнингэнг сўнгги саҳифаларида Шимолий ва Жанубий Африка, Оврупо,
Австралия, Русия каби мамлакатларнинг хариталари илова қилинган. Volume 2| Issue 1
ISSN: 2181-3639 билимларнинг пирларидан бўлган ҳазрат имом Ғаззолийга мурожаат
этади,унинг асарларида ҳам ер ҳўкуз устида туради, деган гапни асло
учратмай, балки, ер ҳавога муаллақ турганлигини нисбат берганини айтиб
ўтади. Беҳбудий жуғрофий ҳодисаларни баѐн этар экан, унинг тушу- нарли
бўлиши учун ўринли ва қизиқарли ўхшатишлар топади. Оқибатда, бу
ўхшатишлар болалар онгига тез етиб боришига сабаб бўлади. Масалан, "Тоғ
ва сойлар ерни юмолоқлигига зарар қил- майдур" сарлавҳаси остида берилган
мақолада "Ер ила тоғни нисбати шундайдирки, бир катта тарвуз устига бир
дона қора қумни қўйилганидек, яъни ерни бир тарвуз фараз қилса ўн минг
газлик баланд тоғ они олдиға биро дона қора қумдек..." , деган қизиқарли
ўхшатиш қилади. "Ер айланганда устидагиларни йиқилмаслиги" сарлавҳаси
остида баѐн қилинган фикрларда эса, қозуқға боғлаб қўйилган отдек, еримиз
марказ шамсия атрофиға оний жозиба арқонини ўзунликиға қараб айланиб
узоқ кетармайдур" , деган ўринли ҳам мантиқли ўхшатиш ясайди. "Харита"
сарлавҳаси остида, бу жуғрофий атамани тушунтирар экан, уни, "Одамни
шакли ва ҳайъати нақадар катта ѐ ниҳоят кичик қилиб кўрсатмоқ суврати
кишиларга мумкинлигидек илм аҳлига ерни шаклияти истаганларича кичик
қилиб кўрсатмоқ мумкиндир" , деб харита ҳақида тушунча беради. Беҳбудий ибтидоий даврдан бошлаб инсоният тарихида рўй берган
машҳур воқеалар ҳақида маълумотлар беришга ҳаракат қилади ва саналар
асносида бу воқеаларнинг тартибини тузиб чиқади. Масалан, 2920 санада
деҳқонлик асбоби ясалгани, 2723 санада зайтун дарахти экилгани, 2725 санада
либос тикилмоқлик бошлангани... Худди мана шундай воқеалар батафсил баѐн
этилади. Муаллиф ушбу дарсликла дунѐнинг турли туман ҳодисалари ҳақида
кўпроқ маълумотлар беришга ҳаракат қилади. "Дунѐнинг оқчалари"
сарлавҳасида дунѐ пуллари ҳақида қизиқарли маълумот беради. Масалан,
Танга (кумуш), тилла (олтун)- Бухоро, танга (кумуш) - Хива, Килдор (кумуш) 229 229 ХУЛОСА Беҳбудийнинг "Мунтахаби жуғрофияи умумий"
дарслиги хусусида
шуни таъкидлаб ўтиш лозимки, муаллиф ўз олдига қўйган усули жадид
мактабларининг ўрта синф шогирдларига энг умумий жуғрофий маълумот
бериш вазифасини ўз ўрнида бажара олган. Юқорида кўриб ўтганимиздек,
бу китоб нафақат мактаб шогирдлари, балки Туркистоннинг барча афкор
оммаси учун ҳам қулай бир қўлланма эканини кўрамиз. https://academicsresearch.com/index.php/rnsr/index Results of National Scientific Research International Journal 2023
SJIF- 4.431 Results of National Scientific Research International Journal 2023
SJIF- 4.431 Фойдаланилган адабиётлар рўйҳати 1. З. Б. Аҳрарова (2021). УЗЛУКСИЗ ТАЪЛИМДА ПЕДАГОГИК
ТЕХНОЛОГИЯЛАРНИ ҚЎЛЛАШ ЖАРАЁНЛАРИ. Academic research in
educational sciences, 2 (NUU Conference 1), 190-194. 2. Беҳбудий М. Мунтаҳаби жуғрофияи умумий ва намунаи жуғрофия.-
Самарқанд:- Типография Г.И. Демурова.1906 йил,103-бет. 3. Беҳбудий М. Тарих ва жуғрофия. Туркистон вилоятининг газети.-
1908йил.-1декабрь.-№ 90. 3. Беҳбудий М. Тарих ва жуғрофия. Туркистон вилоятининг газети.-
1908йил.-1декабрь.-№ 90. 4. Беҳбудий М. Қасди сафар.Оина.-1914 йил-№ 31.-598-600 б. https://academicsresearch.com/index.php/rnsr/index 230 https://academicsresearch.com/index.php/rnsr/index Results of National Scientific Research International Journal 2023
SJIF- 4.431 Volume 2| Issue 1
ISSN: 2181-3639 J
5. Шахноза Эркиновна Хамрокулова (2021). Ўзбек маърифатпарвари
Абдурауф Фитрат асарларида экологик тарбия масалалари. Science and
Education, 2 (11), 1116-1119. 5. Шахноза Эркиновна Хамрокулова (2021). Ўзбек маърифатпарвари
Абдурауф Фитрат асарларида экологик тарбия масалалари. Science and
Education, 2 (11), 1116-1119. 5. Шахноза Эркиновна Хамрокулова (2021). Ўзбек маърифатпарвари
Абдурауф Фитрат асарларида экологик тарбия масалалари. Science and
Education, 2 (11), 1116-1119. 231 231 https://academicsresearch.com/index.php/rnsr/index
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Laboruntersuchungen zur Freisetzung von Unat aus einem Gestein unter oxischen naturnahen Bedingungen
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Grundwasser
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cc-by
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1
Überarbeitetes Manuskript für Grundwasser
Laboruntersuchungen zur Freisetzung von Unat aus einem Gestein unter
oxischen naturnahen Bedingungen.
Chicgoua Noubactep, Jürgen Sonnefeld, Martin Sauter
C. Noubactep, M. Sauter
Geowissenschaftliches Zentrum der Universität Göttingen; Goldschmidtstrasse 3, 37077
Göttingen
Telefon 0551 39 3191 (7911), Telefax: 0551 399379
Email: cnoubac@gwdg.de
J. Sonnefeld
Institut für Physikalische Chemie der Friedrich-Schiller-Universität Jena; Lessingstrasse 10;
07743 Jena
Telefon 03641 948341 (948347), Telefax: 03641 948302
Email: cjs@pc02.chemie.uni-jena.de
Abstract
Investigations for the release of Unat from ore bearing rock under natural near oxic conditions
The effects of carbonate concentration and the presence of iron hydroxide phases on uranium
release into the environment were investigated under oxic conditions and in the pH range
from 6 to 9. For this purpose not-shaken batch experiments were conducted with a constant
amount (8, 10 or 40 g/L) of a uranium bearing rock and different types of water (deionised,
tap and mineral water). For comparison parallel experiments were conducted with 0.1 M
Na2CO3 and 0.1 M H2SO4. The use of dolomite confirmed the favourable role of carbonate
bearing minerals for U transport while the presence of pyrite on Uranium mobilisation was
shown to be considerably more complex. This study shows that the approach of equilibrium
conditions can be strongly delayed by sorption processes.
Zusammenfassung
Im Labor wurden verschiedene Größen (pH-Wert, HCO 3--Gehalt, Präsenz von Fe(OH) 3)
untersucht, von denen angenommen werden konnte, dass sie die umweltrelevante Freisetzung
von Uran aus Gesteinen (z.B. Haufwerken, Halden, Tailings) im neutralen und schwach
basischen pH-Bereich (6 bis 9) beeinflussen. Hierzu wurde der Austrag von Unat aus einem
schwach vererzten Urangestein (2.31 %) in Batchversuchen untersucht. Diese Versuche
wurden mit 8, 10 oder 40 g/L Gestein und Leitungs- bzw. Mineralwasser durchgeführt. Zum
Vergleich wurden parallele Standversuche in deionisiertem Wasser, 0,1 M Na 2CO 3 und 0,1 M
H2SO4 durchgeführt. Die Ergebnisse zeigen eine Begünstigung der Uranfreisetzung in
Anwesenheit von Carbonat (gelöst oder in-situ durch Dolomitauflösung entstanden), während
die Rolle des Pyrits auf die Freisetzung deutlich komplexer ist. Das Erreichen eines
Gleichgewichtszustands kann unter Umständen durch sorptive Einflüsse verzögert werden.
2
Einleitung
Infolge des nuklearen Wettrüstens wurden in zahlreichen Ländern Uran ohne Rücksicht auf
die Umwelt und die Gesundheit von Menschen abgebaut. Uran besteht im wesentlichen aus
dem Isotop 238, welches nur eine geringe Strahlenwirkung hat. Jedoch stellt das Uran vor
allem wegen seiner Chemotoxizität eine Gefahr für die Gesundheit des Menschen weltweit
dar (US EPA 2002, MERKEL 2002). Dies betrifft gerade Regionen in denen sich
Abraumhalden und Tailings in der Nähe von Städten und Gemeinden befinden, da die
Urangehalte auf diesen Abraumhalden immer noch deutlich erhöht sind. Der Wind kann
radioaktive Partikel verwehen. Kontaminiertes Wasser infiltriert in den Boden bzw. ins
Grundwasser oder gelangt direkt in die Flüsse. Ein Beispiel für Regionen, wo Menschen
dieser Gefahr ausgesetzt sind, stellen die ehemaligen Uranabbaugebiete in Sachsen und
Thüringen dar (GATZWEILER & MAGER 1995, HURST ET AL. 2002, JUNGHANS & HELLING
1998).
Zur Urangewinnung für den o.g. Zweck stand bis Anfang der 80er Jahre weltweit die
Erzgewinnung (d.h. Uranlaugung aus dem Gestein mit technischen Lösungen wie NaHCO3
oder H2SO 4) im Zentrum der Uranchemie (C LARK ET AL. 1995). Es ist bisher kaum untersucht
worden, inwieweit natürliches Wasser zur Uranmobilisierung aus Halden und anderen
Haufwerken beitragen kann. Es gibt noch deutliche Wissenslücken über die Umweltchemie
des Urans (z.B. mangelnde Daten für U(V)-Spezies bzw. zur Komplexbildung von U(IV)Spezies - BERNHARD ET AL. 1996, MEINRATH ET AL. 1999, NOUBACTEP ET AL. 2003). Die
Verbesserung
der
Datenlage
ist
von
großer
Bedeutung
für
z.B.
weitere
Sanierungsentscheidungen, da Millionen Tonnen an Haldenmaterial in ehemaligen
Uranbergbaugebieten exponiert sind (GATZWEILER & MAGER 1995, JUNGHANS & HELLING
1998, HELLING 1999, OHLENDORF 1999, NEITZEL ET AL. 2000, SCHNEIDER ET AL. 2000,
HURST ET AL. 2002, MEINRATH ET AL. 2003). Bis zum Ende der 80er Jahre war nur wenig
über das Langzeitverhalten von Radionukliden in der Umwelt bekannt. Diese Lücken wurden
3
zum Teil durch Analogstudien im Rahmen von Untersuchungen zum Verständnis des
Urantransports in die Umwelt behoben (z.B. C HAPMAN ET AL. 1992, IVANOVICH & HARMON
1992, READ 1992, R EYNOLDS & GOLDHABER 1978, ROMERO ET AL. 1992).
Zurzeit wird anwendungsorientierte Grundlagenforschung zur Entwicklung neuartiger
Sanierungskonzepte für uranbelastete Grund- und Oberflächenwässer bzw. Boden betrieben
(BAYER ET AL. 2004, C ATCHPOLE & KIRCHNER 1995, MORRISON & SPRANGLER 1993,
MORRISON ET AL. 2001, NEITZEL ET AL. 2000, NOUBACTEP 2003). Nach dem heutigen
Wissensstand werden in-situ Sanierungsverfahren in vielen Fällen favorisiert (EDEL & VOIGT
2001, KÖRBER ET AL. 2001, NOUBACTEP 2003). Hierfür ist, unabhängig von den wirkenden
Rückhalteprozessen in der reaktiven Zone, die Abschätzung der Uranfracht von besonderer
Bedeutung.
Die bisherige Vorgehensweise zur Quantifizierung der Uranausbreitung in der Umwelt ähnelt
der, für die Optimierung technologischer Prozesse eingesetzten. In der Regel geht es darum zu
verstehen, unter welchen Bedingungen und auf welche Weise sich Uran ausbreitet, und
welche Prozesse für die Fixierung und die Freisetzung von Uran relevant sind (LANGMUIR
1978, LANGMUIR 1997). Die so gewonnenen Erkenntnisse werden auf mehr oder weniger
komplexe Systeme angewandt, um Modellprognosen über Jahrzehnte und Jahrhunderte
machen zu können (z.B. BAIN ET AL. 2001). Basierend auf der chemischen Zusammensetzung
eines Sandes und den Arbeiten von KIRCHHEIMER (1959A; 1959B) zur Uransorption an
Kieselsäurebildungen wurde z.B. angenommen, dass Quarz keine bedeutende sorptive
Eigenschaften gegenüber Uran besitzt. Seit READ ET AL. (1993) weiß man, dass die Annahme
nicht zulässig ist. Neben der Erarbeitung eines Prozessverständnisses ist die Untersuchung der
Mobilisierung von Uran durch natürliche Wässer bzw. relevante naturähnliche Wässer (BAASBECKING ET AL. 1960) aus Halden und Gesteinen von Bedeutung. Die vergleichende
Auswertung der Ergebnisse aus den hier beschriebenen Versuchsreihen können helfen ein
realitätsnäheres Bild der natürlichen Prozesse zu gewinnen.
4
Mit dieser Arbeit soll ein Beitrag zum Verständnis des Mechanismus der Uranentfreisetzung
aus einem Gestein in die Wasserphase durch natürliche Wässer in neutralen pH-Bereich
geleistet werden. Dabei kommt der
Untersuchung der Rolle der verschiedenen
Gesteinsbestandteile auf den Freisetzungsprozess eine besondere Bedeutung zu. Zur Lösung
der Zielstellung wurde ein uranhaltiges Gestein (U-Gestein) gemahlen und mit Wässern
unterschiedlichen Carbonatgehaltes bzw. zwei technischen Laugungslösungen (Na 2CO 3 und
H2SO4) in Kontakt gebracht. Weitere Versuche dienten dazu, den Einfluss von in-situ
entstandenem Eisenoxid (zur Vereinfachung als Fe(OH) 3 bezeichnet) (Einsatz von Pyrit) bzw.
in-situ freigesetzten Carbonationen (Einsatz von Dolomit) auf die Uranfreisetzung zu
charakterisieren.
Experimenteller Teil
Materialien
Das
eingesetzte
U-Gestein
wurde
mittels
eines
wellenlängen-dispersiven
Röntgenfluoreszenzspektrometer - RFA [Philips / Typ PW2400] analysiert und zeigte
folgende Zusammensetzung: 2,31 % U; 81,25 % SiO2; 0,14% TiO2; 7,36 % Al 2O3; 1 %
Fe2O3; 0,01% MnO; 0,48 % MgO; 0,67 % CaO; 1,19 % Na 2O; 1,48 % K2O; 0,36 % P 2O5 und
0,01% SO3. Die Analyse wurde am Institut für Geowissenschaften der Friedrich-SchillerUniversität Jena durchgeführt. Eine REM-Analyse zeigte, dass es sich um ein Uranerz
handelt, welches geringe Mengen an mehreren Uranmineralen enthielt (u.a. Uraninite). Eine
XRD-Analyse zeigte keine kristalline Uranphase. Aus dem gemahlenen Material wurden die
gewünschten Partikelgrößen durch Sieben gewonnen und ohne weitere Behandlung
verwendet. Ein zweites U-Gestein mit ca. 1.2 % U wurde in einigen Versuchen eingesetzt.
Die eingesetzte Partikelgrößen sind in Tabelle 1 zusammengestellt.
< Tabelle 1>
5
Pyrit (d 3) mit der Zusammensetzung Fe: 40%; S: 31,4%; Si: 6,7%; Cl: 0,5%; C:
0,15% and Ca < 0.01% wurde zur Senkung des pH bzw. zur in-situ Herstellung von
Eisen(hydr)oxiden (zur Vereinfachung als Fe(OH) 3 in der Folge bezeichnet) eingesetzt.
Dolomit (CaMg(CO 3)2 - d4) mit der Zusammensetzung SiO2: 1,2 %; TiO2: 0,03 %;
Al2O3: 0,4 %; Fe2O3 0,6 %; MgO: 20,24 %; CaO: 30,94; Na 2O: 0.04% wurde zur Erhöhung
des Carbonatgehalts verwendet. Durch seinen Einsatz (Auflösung) wird eine erhöhte Kinetik
der Uranfreisetzung erhofft.
Zur Nachbildung natürlicher Verhältnisse wurde mit verschiedenen Wässern
unterschiedlicher Carbonatgehalte gearbeitet. Tabelle 2 fasst die Carbonatgehalte und die
simulierten Bedingungen zusammen. Alle diese Wässer enthielten kaum Phosphat und die
jeweilige Calciumkonzentration betrug 0, 36 und 99 mg/L für deionisiertes (DW), Leitungs(LW: Cl-: 15,3; NO 3-: 10,0; SO42-: 72,1; HCO3-: 268,0; Na+: 8,7; K+: 5,3; Mg2+: 29,3; Ca 2+:
80,9) und Mineralwasser (MW: Cl-: 129; NO 3-: <0,01; SO42-: 37,0; HCO3-: 1854,0; Na +: 574;
K+: 14,5; Mg2+: 60,5; Ca2+: 99,0). Außerdem wurden zwei gängige technische
Laugungslösungen des Uranabbaus (Na 2CO3 und H2SO 4) zum Vergleich eingesetzt.
< Tabelle 2>
Uranfreisetzungsexperimente
Zur Charakterisierung des Potentials der reaktiven Materialien zur Uranfreisetzung aus dem
Gestein stehen für Batchversuche prinzipiell Stand- und Rührversuche zur Auswahl. Beide
Techniken ergänzen sich in der Regel, wobei das Rühren verschiedene Prozesse einleiten
bzw. beschleunigen kann (NOUBACTEP 2003). Das Rühren (Rührversuche) kann insbesondere
zur mechanischen Zerkleinerung der Reaktanden und somit zu einer erhöhten Reaktivität
(größere Oberfläche) führen. Dieses Phänomen wird bei fast stagnierenden Grundwässern
nicht vorherrschen. Um dieser Tatsache Rechnung zu tragen, wurden in dieser Arbeit zwei
Typen von Experimenten durchgeführt, bei denen reaktiven Materialien mechanisch nicht
beansprucht werden:
6
Nicht geschüttelte Batchversuche oder Standversuche: Die gewünschte Menge an
reaktiven Materialien (U-Gestein und ggf. Dolomit oder Pyrit) wurde in mit 13 mL
Laugungslösung (DW, LW, MW, Na 2CO 3 oder H2SO4) gefüllte Reagenzgläser gegeben.
Nach der gewünschten Reaktionszeit wurden 500 µL der Lösung zur Uranbestimmung
sorgfältig abpipettiert (nicht filtriert). Eine nähere Beschreibung der Vorgehensweise befindet
sich in NOUBACTEP ET AL. (2004).
Luft-homogenisierte Batchversuche oder belüftete Standversuche: Bei dieser
Versuchsreihe wurde Luftzutritt (Atmosphärendruck) ermöglicht. Die Experimente erfolgten
in geschlossenen Glasgefäßen von ca. 100 mL Volumen, die mit Gaszu- und -ableitungen
sowie zwei Schliffen versehen waren, um Lösungen entnehmen oder zugeben zu können. Die
Luft wurde durch vorgeschaltete Waschflaschen geleitet und so befeuchtet bzw. von
Staubpartikeln befreit (NOUBACTEP 2003). Jedes Gefäß enthielt zu Beginn des Experiments
100 mL Leitungswasser, 1,00 g U-Gestein und ggf. 0,75 g Zuschlagsstoffe (Dolomit oder
Pyrit). Zu gegebenen Zeiten wurden von den Gefäßen je 1,5 mL Lösung zur Uranbestimmung
abpipettiert und das gleiche Volumen an Leitungswasser zugegeben. Redoxpotential und pHWert wurden zu ausgewählten Zeitpunkten gemessen.
Analytische Methoden
Die Bestimmung der Urankonzentration erfolgte mittels ICP-MS [ThermoElemental
Winsford, U.K./PQ3-S] am Institut für Geowissenschaften der Universität Jena. Alle
verwendeten Chemikalien waren von analytischem Reinheitsgrad. Die pH-Bestimmung
erfolgte mit einer SenTix 50 pH-Elektrode und einem pH-Meter WTW pH 325. Zur Messung
des pH-Wertes wurde das Elektrodenpotential gegen fünf Standard-Pufferlösungen (Fa. Roth)
gemäß der neuen IUPAC-Empfehlungen (BUCK ET AL. 2002) kalibriert. Die Messung ist auf ±
0.02 pH-Einheiten reproduzierbar (NOUBACTEP 2003). Krypton-Adsorptions-Isothermen bei
77 K wurden mit Autosorb-1-Instrument (QUANTACHROME) gemessen und die spezifischen
7
Oberflächen mithilfe des BET-Mehrpunktverfahrens von BRUNAUER ET AL. (1938) abgeleitet.
Vor den Messungen wurden die Proben eine Stunde lang bei 300 °C evakuiert.
Die Standversuche wurden in drei parallelen Versuchsreihen durchgeführt. Die
Fehlerbalken in den Abbildungen zeigen die Standardabweichung der Triplikate. Alle
Experimente erfolgten bei Raumtemperatur (20 ± 3 °C).
Ergebnisse und Diskussion
Als Maß für die Charakterisierung der Freisetzung diente die wässrige
Urankonzentration (in µg/L) oder die umgerechnete prozentuale Freisetzung (in %) bzw. die
umgerechnete Masse (in mg). Sie bezieht sich entweder auf die ausgerechnete Uranmasse im
eingewogenen Gestein oder auf die operationell definierte „maximale auslaugbare
Uranmenge“ unter gegebenen experimentellen Bedingungen.
Einfluss der Partikelgröße
Zur Charakterisierung des Einflusses der Partikelgröße auf die Uranfreisetzung
wurde eine Siebanalyse durchgeführt (Tabelle 1). Die Partikelgröße hat eine große Bedeutung
für die Auflösung von Mineralien (z.B. R EICHE P. 1950). Die spezifische Oberfläche von
Partikeln stellt ein gebräuchliches Feinheitsmerkmal dar. Sie ist umgekehrt proportional zur
Partikelgröße. Nach der gängigen Annahme gilt: Je feiner die Partikel sind, desto einfacher ist
die Auflösung (chemische Verwitterung durch Wasser und/oder Luft). In dieser Arbeit
wurden vier Korngrößenklassen (alle < 1 mm, Tabelle 1) in Standversuchen für zwei Wochen
eingesetzt. Tabelle 3 fasst die Ergebnisse zusammen.
< Tabelle 3>
Nach der obigen Annahme sollte die Reaktivitätsreihe wie folgt abnehmen: d1 > d2 > d3 > d4.
Diese Reihenfolge gilt strenggenommen nur im Experiment mit 0.1 N Na 2CO 3 (Tabelle 3).
8
In den Systemen mit Leitungswasser und 0.1 N H2SO 4 war die Reaktivitätsreihe: d1 > d2 ≅ d3
> d4 (Tabelle 3). Tabelle 1 zeigte schon eine Abnormalität in der Änderung der spezifischen
Oberfläche mit der Partikelgröße für das zweite Gestein (S2). Dieses weist auf andere Effekte
hin (z.B. mineralogischer Art), welche die Auflösung des Gesteins beeinflussen. Weitere
Untersuchungen waren aufgrund der begrenzten Probenmenge nicht möglich. Es ist jedoch
bekannt, dass bei abnehmender Partikelgröße, i.d.R. unterhalb von ca. 50 µm, die durch
Schwingungen übertragbaren Massenkräfte meist durch Adhäsions- bzw. Kohäsionskräfte
dominiert werden. Dadurch haften die Partikel aneinander. Derartige Effekte können z.B.
bedingt durch Feuchtigkeit auch bei wesentlich höheren Partikelgrößen (hier > 150 µm)
auftreten.
Tabelle 3 zeigt, dass in allen Fällen weniger als 50 % der ursprünglichen Uranmenge
ausgelaugt werden konnte, selbst mit einem starken Laugungsmittel wie 0.1 N H2SO 4 (43 %).
Die Laugungsrate im Leitungswasser, welches natürliche Sickerwässer (Regen) simulieren
sollte, variierte zwischen 8 und 13 %. Diese Beobachtung veranschaulicht die Ineffizienz der
Schadstofflaugung aus natürlichen Materialien (z.B. Erzgestein, Sediment) durch natürliche
Wässer und damit auch die begrenzte Wirksamkeit der sogenannten „pump-and-treat“Methode (BAYER ET AL. 2004, MACKAY & CHERRY 1989, MCMURTY & ELTON 1985, NYER
ET AL. 1996). Bei diesem Verfahren ist die Effizienz noch geringer als im Laborversuch, da
nicht davon ausgegangen werden kann, dass sämtliches Wasser im Kontakt mit
uranführendem Material wegen der Heterogenität in der Durchlässigkeit quantitativ
ausgetauscht wird. Ferner verringern in der Natur die Präsenz anderer Minerale und
organischer Substanzen auf Grund der Sorption die Laugungsfähigkeit des Wassers. Die
Wasserzusammensetzung, insbesondere der Carbonatgehalt ([HCO3-] oder PCO2) wird dabei
die ausschlaggebende Rolle spielen.
9
Einfluss des Carbonatgehalts
Gezielte Prozesse, welche die Urangewinnung aus dem Erzkörper ermöglichen, sind bekannt
und werden in der Urangewinnung eingesetzt (z.B. PETERS 1978, SMIRNOV & MATVEEV
2001). Um die Uranbindungsstärke an Geomaterialien zu charakterisieren, werden
verschiedene technische Laugungslösungen bestimmt und eingesetzt (e.g. BRAITHWAITE ET
AL. 1997, DUFF ET AL. 1997, FREDERIKSON ET AL. 2000, KAPLAN & SERKIZ 2001, LIU ET AL.
2004, POSEY-DOWTY ET AL., 1987). Alle diese operationellen Lösungen sind aggressiver als
natürliches Wasser. Um die Laugungsfähigkeit verschiedener natürlicher Wässer für das
eingesetzte Gestein zu charakterisieren, wurden drei Wassertypen in dieser Arbeit getestet
(Tabelle 2); die Ergebnisse wurden mit den technischen Laugungen (0.1 N Na 2CO3 und 0.1 N
H2SO4 ) verglichen (Tabelle 4, Abbildung 1).
< Tabelle 4>
Die Ergebnisse in Tabelle 4 können wie folgt zusammengefasst werden:
•
Die Auflösung des Gesteins bewirkt eine geringfügige pH-Anhebung, bei pHi < 7 und
eine geringfügige Senkung für pH i > 7. Diese Beobachtung deutet darauf hin, dass die
Gesteinsauflösung keine größere Auswirkung auf den pH-Wert hat. Die chemische
Zusammensetzung des Gesteins (81,3 % SiO2) unterstützt diese Aussage.
< Abbildung 1>
•
Die Laugungsrate in natürlichen Wässern variiert zwischen 0,3 und 5,0 %, während
diese Rate für Na 2CO3 und H2SO 4 2,2 bzw. 24 % beträgt (Abbildung 1).
Es ist bemerkenswert, dass die Uranlaugungsrate im eingesetzten Mineralwasser (MW; pH i
6,87) größer als in Na 2CO 3 (pH i 11,47) ist, obwohl der Vergleich der Molarverhältnisse
[CO32-] zu [U] in beiden Systemen darauf hinweist, dass im System mit Na 2CO 3 viermal mehr
Carbonationen zur Urankomplexierung zur Verfügung stehen als im Mineralwasser (MW).
Dieses Ergebnis kann mit dem Trend zur Uran-Mitfällung bei höheren pH-Werten begründet
werden. Es ist anzunehmen, dass ein Teil des in Na 2CO 3 aufgelösten Urans z.B. als Na-Uranat
10
(Na 2UO4) wieder ausfällt. Diese Annahme wird durch die Auflösungsrate des SiO2 in
verschiedenen Lösungen bekräftigt (Tabelle 4). Demnach löst sich das Gestein (> 80 % SiO2)
mit zunehmendem pH-Wert besser.
Angesichts der besseren Reproduzierbarkeit der Ergebnisse im Mineralwasser (MW; 11 % zu
69% Standardabweichung in Abbildung 1) können ausgewählte HCO3--reiche Wässer
(Mineralwässer und sogenannte Heilwässer nach ZANGER 2002) als Alternative zu
technischen Carbonatlösungen für Laugungsexperimente für Umweltzwecke vorgeschlagen
werden. Die Laugungsrate in H2SO4 ist deutlich höher, hat jedoch keine Umweltrelevanz.
Daher wurde diese in den jeweiligen gegebenen experimentellen Bedingungen als
Bezugsgröße für die Definition der relativen prozentualen Uranfreisetzung eingesetzt
(Abbildung 1).
Einfluss des Sauerstoffs
Zur Abschätzung des Sauerstoffeinflusses wurden zwei Experimente durchgeführt.
Das erste bestand in einem Standversuch im Leitungswasser mit einer frischen Gesteinsprobe
und einer Probe, die ein Jahr unter Laborbedingungen aufbewahrt worden war. Es wurde
angenommen, dass unter letzteren Bedingungen der Luftsauerstoff vorhandenes Uran (IV)
teilweise oxidiert und dessen Auflösung begünstigt (LANGMUIR 1978). Die Ergebnisse zeigen
eine ca. achtmal größere Laugungsrate für die „gealterte Probe“ (PU = 2,2 % gegen 0,3 % für
die „frische Probe“). Es wird jedoch ausdrücklich betont, dass diese Beobachtung keinen
klaren Nachweis für U(IV)-Oxidation darstellt; vielmehr handelt es sich hierbei um
Komplexprozesse der Verwitterung an der Luft.
Der zweite Versuch bestand in parallelen belüfteten Experimenten (PO2 = 20 %; PCO2
= 0,035 %) und in einer Glove-Box (PO2 = 2 %; PCO2 = 0,0035 %). Der CO2-Druck in der
Glove-Box wurde nicht gemessen. Da der PO2 jedoch durch Spülen der Box mit N2 eingestellt
wurde, reduzierte sich der CO2-Druck im gleichen Verhältnis wie der O2-Druck. Der Versuch
11
wurde mit einer frisch gemahlenen Gesteinsprobe 2 (S 2 in Tabelle 1) im Jenaer
Leitungswasser ([HCO3-] = 270 mg/L) durchgeführt. Abbildung 2 zeigt die Ergebnisse.
< Abbildung 2>
Aus Abbildung 2 ist zu entnehmen, dass die Laugungsrate bei 20 % O2 (an der Luft) deutlich
höher ist als bei 2 %. Nach ca. zwei Wochen (300 Stunden) erreicht die Lösung in der GloveBox einen stationären Zustand (Plateau; Abb. 2), während die Urankonzentration im
Experiment an der Luft weiter zunimmt. Allerdings muss auch in diesem Fall berücksichtigt
werden, dass das Experiment in der Glove-Box praktisch unter Ausschluss von Kohlendioxid
(CO2) stattfindet, so dass ebenfalls von keiner klaren U(IV)-Oxidation durch Luftsauerstoff
gesprochen werden kann. Mit dieser Versuchsreihe sollten wichtige Aspekte der
Uranfreisetzung unter oxischen Bedingungen charakterisiert werden.
Diese beiden Experimente zeigen jedoch, wie wichtig es ist, die Einflüsse von O2
und CO 2 getrennt zu betrachten. In der gängigen Literatur sind diese Effekte nicht immer
eindeutig unterschieden, zumal, wie oben erwähnt, Erkenntnisse aus der Uranchemie zum
Uranabbau direkt auf die Sanierung von urankontaminierten Standorten übertragt werden.
Beim Uranabbau (z.B. Untertage) wird dem Grundwasser eine chemische Lösung beigegeben,
welche das Uranerz aus dem Nebengestein löst. Bei der Sanierung durch Reaktionswände
geht es darum, durch Sickerwasser mobilisiertes Uran in den reaktiven Materialien der Wand
zu immobilisieren.
Einfluss der eingesetzten Zusatzstoffe (Dolomit und Pyrit)
Eine weitere Methode zur Charakterisierung des Einflusses der relevanten Größen auf
die Uranfreisetzung besteht darin, das U-Gestein und den jeweiligen reaktiven Zusatzstoff
(Dolomit und Pyrit) in belüfteten Batchversuchen ins Gleichgewicht zu setzen. Unter solchen
Bedingungen entstehen allmählich gelöstes Uran und reaktive Spezies, die miteinander
reagieren. Abbildung 3 stellt die Ergebnisse dar, die sich wie folgt zusammenfassen lassen:
< Abbildung 3>
12
•
Die Änderungen des pH- bzw. EH-Wertes wurden an anderer Stelle diskutiert
(NOUBACTEP ET AL. 2004) und zeigten, dass im Referenzsystem (U-Gestein allein) und im
System mit Dolomit der pH-Wert während des ganzen Experiments mehr oder weniger
konstant und gleich dem des Lösungsmittels (LW; ca. pH 8,3) blieb. Im System mit Pyrit
dagegen betrug den Anfangs-pH 6,38 und stieg nach 70 Tagen auf 8,00 an. Das
Redoxpotential zeigte denselben Trend mit einem Endwert von 430 mV (auf die
Normalwasserstoffelektrode bezogen) in sämtlichen Experimenten.
•
Die pH-Abnahme im System mit Pyrit ist eine Folge der Pyritoxidation (z.B.
WILLIAMSON & RIMSTIDT 1994). Dieser Vorgang bewirkt in der Natur wegen der
Versauerung eine Zunahme der Uranlöslichkeit (NOUBACTEP ET AL. 2002). Unter den
gegebenen experimentellen Bedingungen jedoch (begrenzte Pyritmenge, praktisch neutraler
pH-Wert) werden aufgelöste Fe 2+-Ionen durch Luftsauerstoff zu Fe3+ aufoxidiert, welches sich
in verschiedene Hydroxide (Fe(OH) 3(am) ) mit bekannten Sorptionseigenschaften für Uran (HO
& MILLER 1986) umwandelt. Dies erklärt die geringe Urankonzentration im System während
der ersten fünf Tage des Experiments. Nach dieser Phase lässt die Fe(OH) 3-Produktion nach
und das freigesetzte Uran geht in Lösung (stationärer Zustand bei der Pyritoxidation und
progressive U-Gesteinsauflösung). Die Urankonzentration steigt folglich kontinuierlich an
und gleicht dem Wert des Referenzsystems am Ende des Versuchs.
•
Während der ersten 14 Tage des Experiments ändert sich die Urankonzentration
gleichmäßig im Referenzsystem und im System mit Dolomit; danach steigt die
Urankonzentration im letztgenannten System kontinuierlich bis zum Ende des Versuchs (70
Tage) an, während das Referenzsystem einen Gleichgewichtszustand nach ca. 50 Tagen
erreicht. Diese Beobachtung deutet auf eine langsame Kinetik der Dolomitauflösung hin. Die
Erhöhung der Urankonzentration ist eindeutig eine Folge der Dolomitauflösung. Diese
bewirkt bekanntlich die Bildung von UO 22+-(CO 32-)-Spezies. Unter vergleichbaren
experimentellen Bedingungen (pH 8,1) konnten B ERNHARD ET AL. (1996) das Vorhandensein
13
von ungeladenen löslichen Calcium-Uranyl-Komplexen der Formel Ca2[UO 2(CO 3)3] x 10H2O
nachweisen.
•
Die Tatsache, dass nach 70 Tagen das System mit Pyrit eine Urankonzentration
aufweist, welche sich im Referenzsystem seit zwei Wochen eingestellt hatte, zeigt, dass beide
einen Gleichgewichtszustand erreicht haben. Somit ist [U] eq = 8300 µg/L (8,3 mg/L) die
Gleichgewichtskonzentration
des
Referenzsystems
unter
diesen
experimentellen
Bedingungen, welche durch sorptive Eigenschaften des in-situ entstandenen Fe(OH) 3 erst
verzögert im System mit Pyrit erreicht werden könnte.
•
Im System mit Dolomit beträgt Urankonzentration nach 70 Tagen 11700 µg/L (11,7
mg/L) und steigt weiter an.
Einfluss der Stillegung
Gängige Strategien bei der Risikoabschätzung und Grundwassersanierung bestehen
u. a. darin, natürliche Prozesse mit einzubeziehen (natural attenuation) ggf. durch gezielte
Unterstützung (enhanced natural attenuation) zu verstärken. Dabei spielen insbesondere
mikrobiologische
Prozesse
beim
Abbau
organischen
Materials
und
Lösungs-
/Fällungsprozessen eine bedeutende Rolle. Zur Nachbildung solcher Verhältnisse wurden die
oben beschriebenen Lösungen vier Monate lang nach Abschluss der Experimente
(Abschaltung der Homogenisierung nach 70 Tagen) stehen gelassen. Tabelle 5 stellt die
Ergebnisse ausgewählter Elemente einer ICP-MS-Analyse zusammen und vergleicht die
Urankonzentration mit den Werten am Ende des belüfteten Versuchs (70 Tage).
< Tabelle 5>
Es zeigt sich, dass die Urankonzentration in allen Fällen um mehr als 65 % gesenkt
wurde, jedoch noch deutlich über dem Grenzwert der US EPA bleibt (30 µg/L). Im
Referenzsystem (Tabelle 5) sind die Pb und Ba Konzentrationen höher als in den Systemen
mit Dolomit und Pyrit. Dieses Ergebnis weist darauf hin, dass Sorption und Mitfällung sich
senkend auf die Blei- und Bariumkonzentration ausgewirkt haben. Die Tatsache, dass die
14
Konzentrationen mehrerer Elemente in den Lösungen am Ende der vier monatigen Stillegung
größer als die des Leitungswassers ist, deutet darauf hin, dass die Durchführung solcher
Versuche unter Berücksichtigung mehrerer Zielschadstoffe von besonderer Bedeutung für die
Untersuchung von geochemischen Prozessen im Labormaßstab sein kann. Der Einfluss der
Gesteinsbestandteile auf einzelne Zielschadstoffe kann bei der Auswertung derartiger
Versuche besser diskutiert werden. Tabelle 5 zeigt z.B., dass Elemente wie Co, Zn, Rb und Sr
einer höherer Konzentration im System mit Dolomit aufweisen als im System mit Pyrit und
im Referenzsystem. Für das Element Barium ist die Konzentration im Referenzsystem höher.
Bedeutung für die Umweltforschung
Diese Arbeit hat gezeigt, dass der Einsatz von natürlichen bzw. naturnahen Wässer Vorteile
bei der Untersuchung des Einflusses von HCO 3-Ionen auf die Uranfreisetzung aus natürlichen
Materialien haben kann. Bei allen eingesetzten Wassertypen wurden vom Hersteller eine
Vorenteisenung vorgenommen, deshalb wäre es viel sinnvoller zusätzlich natürliche Wässer
unterschiedlichen Zusammensetzungen (Fe, Ca, PO 4...) einzusetzen, um unter naturnahen
Bedingungen deren Einfluß zu charakterisieren. Der Einsatz von Zusatzstoffen (z.B. Apatit),
die in der Lage sind, in-situ reaktive Spezies zu produzieren, ist ebenfalls ein
weiterzuführendes Experiment. Die parallele Charakterisierung solchen komplexen Systemen
auf die Konzentrationsänderung von mehreren Elementen kann zum besseren Verständnis
mancher geochemischen Prozesse verhelfen.
Schlussfolgerung
Die erzielten Ergebnisse ergänzen bisherige Erkenntnisse, wonach Uranfreisetzung bzw. transport im Untergrund und in uranhaltigem Haufwerk hauptsächlich durch Sorption von
Uran an Fe/Mn/Ti-Oxiden, Tonmineralen und kohlenstoffhaltigen Verbindungen inhibiert
wird. Diese Ergebnisse lassen sich wie folgt zusammenfassen:
15
•
Die Uranmobilisierung aus einem natürlichen Gesteinsmaterial im pH-Bereich 7 bis 9
hängt stark vom Carbonatgehalt ab. Bei einer pH-Erhöhung auf Werte über 10 spielt die
Uranmitfällung (z.B. als Uranat) eine größere Rolle. Die Folge ist eine geringere
Mobilisierung in 0.1 M Na 2CO 3 als im CO 2-reichen Mineralwasser (MW).
•
Die
Präsenz
von
Zusätzen
(Carbonatminerale
und
Pyrit)
verzögert
die
Uranfreisetzung. Während die Verzögerung in Versuchen mit Dolomit sich auf die
Anfangsphase beschränkt, bewirkt die Pyritzugabe eine Freisetzungsverzögerung über
Wochen hinaus. Diese Beobachtung ist auf die Entstehung einer begrenzten Menge hoch
sorptiver Fe(III)-Species bzw. auf die Mitfällung von Uran zurückzuführen.
•
Als Mobilisierungsmittel für die Untersuchung der Stärke der Festlegung von Uran in
natürlichen Proben können definierte Mineralwassersorten anstelle technischer Lösungen wie
Na2CO3 eingesetzt werden, da erhöhte Carbonatkonzentrationen im natürlichen pH-Bereich
erzielt werden. Somit werden natürliche Verhältnisse besser nachgebildet und die
Uranmitfällung als Na-Uranate deutlich verhindert.
•
Für die belüfteten Standversuche im Leitungswasser wurde unter den gegebenen
experimentellen Bedingungen nach 70 Tagen eine Gleichgewichtsurankonzentration von 8
mg/L erzielt, die ermittelte kinetische Konstante der Uranauflösung betrug 0,78 ± 0,11 µg.h1
.m-2 (NOUBACTEP ET AL. 2004).
•
Der
gleichzeitige
Einsatz
von
U-Gestein
und
Zusatzstoffen
ist
für
die
Charakterisierung geochemischen Prozesse im Labormassstab von besonderer Bedeutung.
Danksagung
Diese Arbeit wurde von der Deutschen Forschungsgemeinschaft (Vorhaben: DFG-Sa 501/151) finanziert. Die Autoren danken Herrn Dipl.-Min. Holger Dienemann vom Institut für
Allgemeine Ökologie und Umweltschutz der Technischer Universität Dresden für die
16
sorgfältige Durchsicht des Manuskripts. Das Manuskript profitierte deutlich von wertvollen
Hinweisen zweier anonymer Gutachter. Die ICP-MS Analyse in Tabelle 5 wurden
freundlichst
von
Herrn
Dr.
Klaus
Simon
von
der
Abteilung
Geochemie
im
Geowissenschaftlichen Zentrum der Universität Göttingen durchgeführt.
Literaturverzeichnis
Baas-Becking, L.G.M., Kaplan, I.R., Moore, D. (1960): Limits of the natural environments in
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Bain, J.G., Mayer, K.U., Blowes, D.W., Frind, E. O., Molson, J.W.H., Kahnt, R., Jenk, U.
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22
Tab 1: Eingesetzte Partikelgrößen der beiden uranhaltigen Gesteine (U-Gesteine) und deren
spezifischen Oberfläche (S i , m2/g). S2 stellt die Oberfläche des
Gesteins mit ca. 1.2 % U dar; (n.b. = nicht bestimmt).
Korngröße
0.063 - 0.125 0.250 - 0.315 0.315 - 0.630 0.630 - 1.0
(mm)
S1 (m2/g)
4.66
3.53
n.b.
n.b.
S2 (m2/g)
2.03
0.64
2.06
1.81
Code
d1
d2
d3
d4
zweiten U-
23
Tab. 2: HCO 3-Gehalt und simulierte Bedingungen der eingesetzten Wässer (n.b. = nicht
bestimmt). MW ist ein kommerzielles Mineralwasser mit 99 mg/L Ca.
Wasser
Code
[HCO 3-]
Sim. Bedingungen
Beispiel
(mg/L)
(Reagent)
Deionisat
DW
n.b.
HCO3-armes Wasser
Regenwasser
Leitung
LW
89
gängiges Grundwasser
Sickerndes RegenW.
Mineral
MW
1854
HCO3-reiches Wasser
Moorgrundwasser
24
Tab. 3: Absolute (PU) und relative (Prel) prozentuale Änderung der Uranfreisetzung in
verschiedenen Lösungen als Funktion der Gesteinspartikelgröße. Die maximale
Laugungsrate (100%) wurde in jedem Fall der kleinsten Partikelgröße (d1)
zugewiesen. Diese Versuche wurden mit 40 g/L U-Gestein in Standversuchen für
zwei Wochen durchgeführt.
Lösung und prozentuale Laugungsrate (%)
LW
Na2CO3
H2SO 4
Prel
PU
Prel
PU
Prel
PU
d1
100
13
100
17
100
43
d2
81
10
53
9
68
29
d3
78
10
40
7
70
30
d4
61
8
28
5
47
20
25
Tab. 4: Änderung des pH-Wertes und der Uranlaugungsrate als Funktion der Laugungslösung
für zwei Wochen. pHi = Anfangs-pH; pH f = End-pH und P U = perzentuale
Uranlaugungsrate (%). [Si] ist die Siliziumlaugungsrate von einer reinen SiO2-Phase
für 72 Stunden in der jeweiligen Lösung.
Reagent
pHi
pHf
∆pH
[U]
PU
[Si]
(µg/L)
(%)
(mM/L)
DW
5,86
7,82
1,96
583
0,3
0,12
TW
8,43
7,77
-0,66
3854
2,0
2,09
Na2CO3
11,47
11,20
-0,27
4634
2,2
10,15
MW
6,87
6,92
0,05
10028
5,0
-
H2SO 4
1,09
1,24
0,15
51843
23,9
-
26
Tab. 5: Ergebnisse der ICP-MS Analyse der Proben nach vier Monaten Standzeit nach Ende
des belüfteten Experiments (70 Tagen). PU (%) ist die prozentuale wässrigen
Urankonzentration nach der Standzeit bezogen auf die Konzentration nach 70
Tagen. Alle Angaben in µg/L, n.n. = nicht nachweisbar. Die Zahlen im Klammern
(Spalte Element) geben das verwendete Isotop der Messung an. Die Konzentrationen
sind aufgrund der Isotopenhäufigkeit errechnet worden.
Element
LW
Referenz
Dolomit
Pyrit
Co (59)
0,76
6,92
6,72
7,46
Ni (60)
6,19
39
n.n.
n.n.
Cu (63)
2,12
n.n.
n.n.
n.n.
Zn (66)
21
61
48,3
78
Rb (85)
1,94
29
n.n.
33
Sr (88)
-
960
932
1123
Sb (121)
0,17
6,54
6,61
7,05
Ba (137)
46
90
80
71,57
Pb (208)
0,46
14,5
8,28
n.n.
U (238)
0,97
2918
3624
2765
UEnde
0,97
8316
11770
8280
P U (%)
100
35,1
30,8
33,4
27
12000
Uran / [µg/L]
9000
11 %
Gestein: 8 g/L
Versuchsdauer: 14 Tage
Partikelgröße: d2
69 %
19.3
42 %
6000
8.9
7.4
3000
11 %
0
1.1
DW
LW
Na2CO3
MW
Laugungslösung
Abb. 1: Urankonzentration als Funktion der Laugungslösung für eine Gesteinpartikelgröße
von 0.250 - 0.315 mm (d2) und eine Versuchsdauer von 14 Tagen. Das Experiment
wurde dreifach durchgeführt, Die Fehlerbalken geben die Standardabweichungen
(%) an. Die Werte in den Balken geben die prozentualen relativen Laugungsrate an,
bezogen auf die Laugungsrate in H 2SO4 (0.1 M).
28
7500
PO2 = 20 %
PO2 = 2 %
Gestein: 10 g/L
Uran / [µg/L]
6000
4500
3000
1500
0
0
150
300
450
600
750
Zeit / [Stunden]
Abb. 2: Vergleich der zeitlichen Änderung der Urankonzentration an der Luft (P O2 = 20 %;
PCO2 = 0,035 %) und in einer Glove-Box (PO2 = 2 %).
29
12500
Referenz (Gestein)
Gestein + Dolomit
Gestein + Pyrit
Uran / [µg/L]
10000
7500
5000
PCO2 = 0.035 %
[Gestein] = 10 g/L
[Zuschlagstoff] = 15 g/L
2500
0
0
15
30
45
60
75
Zeit / [Tage]
Abb. 3: Zeitlicher Verlauf der Urankonzentrationsänderung als Funktion der Zusatzstoffe in
belüfteten Batchversuchen für 70 Tage. P CO2 ist der Partialdruck von CO 2.
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https://openalex.org/W3119633061
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https://journal.ldubgd.edu.ua/index.php/Visnuk/article/download/2012/1926
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Ukrainian
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DEFINITION AND CONTENT OF THE CONCEPT «TRANSPORT SYSTEM»
|
Vìsnik Lʹvìvsʹkogo deržavnogo unìversitetu bezpeki žittêdìâlʹnostì
| 2,020
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cc-by
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DEFINITION AND CONTENT OF THE CONCEPT «TRANSPORT SYSTEM» Introduction. Formalized research of transport systems, improvement of terminology and classification tools is
the way to gradually deepen and fully organize knowledge about transport in its broad sense, which should become the
basis for finding sufficient means to increase economic activity. But, the problem is that the concept of “transport system”
has not been clearly defined and is still contradictable and debatable. Purpose. The research aims to critically compare the concepts of “transport” and “transport system”, to provide a
clear definition and explanation of the term “transport system”. Methods. The research has based on general principles of systems thinking and analysis. Systematized defined
motivated flow of things or people that create cargo or passengers on the vehicle, as well as a logistics structure that
provides transportation processes. The boundaries of economic activity defined the borders of the transport system. Methods. The research has based on general principles of systems thinking and analysis. Systematized defined
motivated flow of things or people that create cargo or passengers on the vehicle, as well as a logistics structure that
provides transportation processes. The boundaries of economic activity defined the borders of the transport system. Results. Studies on the development of transport quite often interpret “transport” as an infrastructure sector of the
economy. Along with such terms as “transport”, “transport industry” and “transport system”, which used as synonyms,
researchers mention “transport complex” and “transport infrastructure”. Of course, there should be a scientific rationale
for using different terms for defining the same concept. Results. Studies on the development of transport quite often interpret “transport” as an infrastructure sector of the
economy. Along with such terms as “transport”, “transport industry” and “transport system”, which used as synonyms,
researchers mention “transport complex” and “transport infrastructure”. Of course, there should be a scientific rationale
for using different terms for defining the same concept. Conclusions. The researchers concluded that the concept of transportation system expressed by different language
means and by using different wording as it is a reflection of the researcher’s description of objects, links between the
targets and the environment through the prism of the task to find the most effective ways of moving/ transporting things
and people towards each other. In additional materials related to the field of the study and the particular task to be com-
pleted or problem to be solved, we should provide all necessary clarifications and explanations. ОЗНАЧУВАНІСТЬ І ЗМІСТ ПОНЯТТЯ
ТРАНСПОРТНОЇ СИСТЕМИ Проблема. Формалізоване дослідження транспортних систем, удосконалення термінології та кла-
сифікаційного інструментарію — це шлях до планомірного поглиблення і цілковитого упорядкування знань про
транспорт в широкому системному сенсі, що має стати основою для пошуку надійних засобів підвищення еко-
номічної активності людства. Але на цьому шляху існує проблема: досі немає однозначного й несуперечливого
тлумачення поняття «транспортна система». Мета дослідження — критично зіставити поняття «транспорт» і «транспортна система», намагаючись
виснувати якнайточніше формальне означення чи змістовно якнайточніший наратив поняття «транспортна система». Мета дослідження — критично зіставити поняття «транспорт» і «транспортна система», намагаючись
виснувати якнайточніше формальне означення чи змістовно якнайточніший наратив поняття «транспортна система». Методи дослідження. Дослідження спирається на загальні принципи системного мислення й аналізу. Си-
стемотворними визнано мотивований потік речей чи людей, що на облавку транспортного засобу стають ванта-
жами чи пасажирами, а також логістичну надбудову, що обслуговує процеси транспортування. Межі транспорт-
ї
ф
і
бі Методи дослідження. Дослідження спирається на загальні принципи системного мислення й аналізу. Си-
стемотворними визнано мотивований потік речей чи людей, що на облавку транспортного засобу стають ванта-
жами чи пасажирами, а також логістичну надбудову, що обслуговує процеси транспортування. Межі транспорт-
ної системи окреслено межами сфери економічного обігу. Результати дослідження. З’ясовано, що у дослідженнях, присвячених питанням розвитку транспорту,
його (транспорт) доволі часто трактують як інфраструктурну галузь народного господарства, і поряд з поняттями
«транспорт», «транспортна галузь», «транспортна система», що їх часто беззастережно вважають синонімами,
використовують ще й поняття «транспортний комплекс», «транспортна інфраструктура». Звісно, не може наука
так без раціонального сенсу оперувати різними термінами на позначення одного і того ж. Висновки. Обґрунтовано, що транспортну систему доцільно загалом трактувати як цілісне відображення
засобами мови спостерігача-дослідника множини об’єктів у всій повноті їх зв’язків між собою і з довкіллям в
сенсах розв’язуваної спостерігачем задачі/проблеми забезпечення ефективної мобільності цінностей і людей
назустріч одне одному. А всякі необхідні уточнення й доповнення є сенс відображати в додаткових наративах,
відповідних конкретним розв’язуваним транспортним задачам/проблемам. Ключові слова: транспорт, транспортна система, зміст, означення, наратив. ТРАНСПОРТНІ ТЕХНОЛОГІЇ Вісник ЛДУБЖД УБЖД
versity of Life Safety
ІSSN 2078-4643 (print), ІSSN 2708-1389 (online)
https://journal.ldubgd.edu.ua/index.php/Visnuk/
УДК 338.47+656.078
DOI: 10.32447/20784643.22.2020.09
ТРАНСПОРТНІ ТЕХНОЛОГІЇ УБЖД
versity of Life Safety
ІSSN 2078-4643 (print), ІSSN 2708-1389 (online)
https://journal.ldubgd.edu.ua/index.php/Visnuk/
УДК 338.47+656.078
DOI: 10.32447/20784643.22.2020.09
ТРАНСПОРТНІ ТЕХНОЛОГІЇ ТРАНСПОРТНІ ТЕХНОЛОГІЇ Bulletin of Lviv State University of Life Safety П.М. Гащук, Ю.С. Тимошенко
Львівський державний університет безпеки життєдіяльності П.М. Гащук, Ю.С. Тимошенко
Львівський державний університет безпеки життєдіяльності DEFINITION AND CONTENT OF THE CONCEPT «TRANSPORT SYSTEM» Keywords: transport, transport system, content, definition, description. Вісник ЛДУБЖД, №22, 2020 66 1980…1990-х роках (і навіть тепер про нього
чутно)? В [8] цей утямок означено як «сукупність
шляхів сполучення, перевізних засобів, технічних
пристроїв і механізмів, засобів управління та
зв’язку, облаштувань усіх видів транспорту, об’єд-
наних системою технологічних, технічних, інфор-
маційних, правових і економічних відносин, що за-
безпечують задоволення потреб народного госпо-
дарства в перевезенні вантажів і пасажирів». Але
чому «єдина транспортна система» відповідно до
наведеного означення не є просто «транспортною
системою»? Може в самому терміні «система»
насправді закладена «єдиність» (чи краще —
«єдність»). А як співвідносити утямок «транс-
портна система» і утямок «транспортно-техно-
логічна система», яким послуговуються, приміром,
у процесі дослідження ефективності інтермодаль-
них контейнерних перевезень [9]? Мотивація. Коли який-небудь термін набу-
ває статусу наукового, то з’являється ілюзія, що ми
вже десь поруч істини. Таку ілюзію навіюють, зо-
крема, широко вживані в теорії транспортних про-
цесів (і не тільки там) терміни «транспорт» і «транс-
портна система». Звісно, досконалим можна вва-
жати термін, настільки прозорий, що крізь нього
легко бачити те, що він номінує. Однак саме
терміни «транспорт» і «транспортна система», вияв-
ляється, аж ніяк до прозорих не належать. Відтак
важко окреслити, що ж позначають і терміни
«національна транспортна система» чи «світова
транспортна система» [1], якими доводиться послу-
говуватись у наш час нестримної глобалізації. У дослідженнях, присвячених питанням ро-
звитку транспорту, його (транспорт) доволі часто
трактують як інфраструктурну галузь народного
господарства, і поряд з утямками (вважатимемо далі
незвичний термін «утямок» синонімом сумнівно
українського терміну «поняття») «транспорт»,
«транспортна галузь», «транспортна система», що
їх часто беззастережно вважають синонімами, вико-
ристовують ще й утямки «транспортний комплекс»
чи/та «транспортна інфраструктура». Звісно, не
може наука розмовляти так «неохайно» і не може
так без сенсу розтринькувати терміни. Складається враження, що ніби й здога-
дуємося що таке транспорт і транспортна система,
але якщо спробувати точно означити чи описати
ці утямки, то виникають немалі труднощі. Здава-
лося б транспорт — це і є система (або й система
транспортних систем), але коли треба означити
власне транспортну систему як таку, то транспорт
(повністю чи частинно) ніби має правити за її
структурний елемент (об’єкт). Формалізоване до-
слідження структурованості транспортних си-
стем,
удосконалення
термінології
та
кла-
сифікаційного інструментарію — це шлях до пла-
номірного поглиблення і цілковитого упорядку-
вання знань про транспорт в широкому систем-
ному сенсі, що має стати основою для пошуку
надійних засобів підвищення ефективності госпо-
дарської активності людства. Bulletin of Lviv State University of Life Safety, №22, 2020 DEFINITION AND CONTENT OF THE CONCEPT «TRANSPORT SYSTEM» Поняття
«система», на відміну від понять «об’єкт» і «річ»,
відображає не щось окремішнє й неподільне, а су-
перечливу єдність «багато чого» та «чогось
єдиного». І аби яка-небудь сукупність стала си-
стемою, має з’явитися системотворний елемент
(чинник, компонент, субстрат). Вважатимемо си-
стемотворними мотивований потік речей чи лю-
дей, що на облавку транспортного засобу стають
вантажами чи пасажирами, а поряд з цим також і
логістичну надбудову. Системотворний чинник,
звісно, не завжди може визнаватись складовим
елементом системи. До прикладу, автомобіль —
технічна система, а потоки споживаних енерго-
носіїв — його системотворні чинники (завдяки їм
нагромадження вузлів і агрегатів оживає як си-
стема). А водій надає системі цілеспрямованості. чогось; інша річ — бачимо ми там, куди спря-
мували пізнавальний погляд, систему чи не ба-
чимо, хочемо бачити чи байдуже. Отже, не запе-
речуючи об’єктивність як таку, все-таки можна
дозволити собі бачити будь-де хоч-яку систему —
«по-різному», зокрема й «по-своєму». Поняття
«система», на відміну від понять «об’єкт» і «річ»,
відображає не щось окремішнє й неподільне, а су-
перечливу єдність «багато чого» та «чогось
єдиного». І аби яка-небудь сукупність стала си-
стемою, має з’явитися системотворний елемент
(чинник, компонент, субстрат). Вважатимемо си-
стемотворними мотивований потік речей чи лю-
дей, що на облавку транспортного засобу стають
вантажами чи пасажирами, а поряд з цим також і
логістичну надбудову. Системотворний чинник,
звісно, не завжди може визнаватись складовим
елементом системи. До прикладу, автомобіль —
технічна система, а потоки споживаних енерго-
носіїв — його системотворні чинники (завдяки їм
нагромадження вузлів і агрегатів оживає як си-
стема). А водій надає системі цілеспрямованості. Хай P — певна властивість, R — деяке
відношення (деякий стосунок; для Берталанфі —
це зв’язок), M — деяка множина предметів. Якщо на множині предметів M простежується
яке-небудь відношення R , то це ще не дає підстав
вважати, що M є системою. Предмети з M ра-
зом будуть визнані системою, якщо відстежувати-
меться відношення, яке цікавить саме нас, тобто
відношення з певною (заданою) властивістю P . Тож ніби відразу можна стверджувати, що еле-
ментом-предметом транспортної системи є транс-
порт. Але, з іншого боку, транспорт можна тлу-
мачити як щось принципово загальніше і
об’ємніше за транспортну систему. А щось за-
гальніше й об’ємніше позначають часто як транс-
портний
комплекс. Та
загалом
доведеться
визнати, що в широкому сенсі транспорт — це
все-таки те, що будучи залученим в систему, пе-
ретворює її на транспортну систему. Транспорт
існує сам по собі як щось безсистемне, і йому не
слід надавати різних вузьких значень. DEFINITION AND CONTENT OF THE CONCEPT «TRANSPORT SYSTEM» Часом транспортну систему світу трактують
як сукупність внутрішньоконтинентальних та між-
континентальних транспортних систем, що залуча-
ють залізничний, автомобільний, трубопровідний,
річковий, морський та повітряний різновиди тран-
спорту [2]. Тут ненароком поняття «сукупність»
ототожнено з поняттям «система», а поняття «тра-
нспорт» ненароком стало засобом означення тран-
спортної системи — тож не збагнути чи транспорт
є частиною транспортної системи, чи все-таки на-
впаки: транспорт — сфера виробництва, що послу-
говується транспортною системою. Мета дослідження — зіставити змістом
утямки «транспорт» і «транспортна система»,
сподіваючись виснувати більш точне формальне
означення чи більш точний змістовний наратив
утямку «транспортна система». Цікаво також, що
мав би номінувати термін «єдина транспортна си-
стема»? А чи взагалі він потрібний? В транспортній системі інколи бачать просто
територіальне поєднання різних видів транспорту,
що спільно взаємодіючи, якнайповніше «задоволь-
няють потреби народного господарства та насе-
лення в перевезеннях вантажів та пасажирів» [3]. Транспортну систему світу також розглядають як
сукупність (!) усіх видів транспорту та ланок
транспортного процесу на всіх рівнях: національ-
ному,
міжнародному,
міжконтинентальному,
світовому [4]. Транспортну систему означують ще
як поєднання усіх видів транспорту та засобів (!),
що супроводжують його функціювання [5]. А от в
[6] задекларовано таке означення: «всі шляхи спо-
лучення, транспортні підприємства і транспортні
засоби» сукупно «утворюють світову транспортну
систему, у рамках якої взаємодіють окремі види
транспорту, країни та регіони». Утямок (поняття) системи. Доводиться ро-
зрізняти два розуміння системності — залежно від
визнання того, властива цілісність геть усім-усім
об’єктам, чи не завжди і не повсюдно. Одні вважа-
ють, що системність притаманна усім об’єктам, по-
заяк вона властива природній і соціальній дійс-
ності, позаяк вона об’єктивна. Інші притриму-
ються думки, що не всі сукупності існують як си-
стеми, бо ж об’єктивно співіснують і неорганізо-
вані сукупності, бо ж несистемним є хаос. В цьому
другому випадку системність — не об’єктивна вла-
стивість Світу, а лише спосіб його бачення. Гаразд, цілком можна погодитись: усе в
Світі — системне, в Світі нема нічого окремішньо
зайвого чи несуттєвого, все виникало чомусь і для Як не згадати утямок «єдина транспортна си-
стема» [7, 8], яким нібито дуже плідно оперували у Bulletin of Lviv State University of Life Safety, №22, 2020 67 чогось; інша річ — бачимо ми там, куди спря-
мували пізнавальний погляд, систему чи не ба-
чимо, хочемо бачити чи байдуже. Отже, не запе-
речуючи об’єктивність як таку, все-таки можна
дозволити собі бачити будь-де хоч-яку систему —
«по-різному», зокрема й «по-своєму». DEFINITION AND CONTENT OF THE CONCEPT «TRANSPORT SYSTEM» Суспільне виробництво й транспорт. Транспорт — активний учасник процесу опе-
рування обмеженими ресурсами в системі народ-
ної господарки — домашньої, національної, світо-
вої. Аби унаочнити побудову народної госпо-
дарки (економіки), покладаються на спрощені мо-
дельні уявлення. Зокрема часто модель економіки
подають [12, 13] у формі діаграми кругообігу по-
токів благ і цінностей, рис. 1. Основним припу-
щенням в такому разі є те, що народна господарка
звідна до взаємодії двох суб’єктів економічної
діяльності: підприємств (сфера виробництва) та
домашніх (сімейних) господарств (сфера спожи-
вання). Безпосереднє дотикання інтересів цих
суб’єктів відбувається у сфері обігу, яку форму-
ють ринок продуктів виробництва, ринок чин-
ників виробництва та держава-уряд. Важливим
учасником сфери обігу зазвичай є й ринок
фінансів [14]. Звісно, реально кругообіг є склад-
нішим — з додатковими зв’язками: приміром,
уряд може ставати позичальником у разі бюджет-
ного дефіциту і тому мати стосунки з ринком
фінансів; впливовим може виявитися іноземний
сектор економіки тощо. Тож скоріш за все існує дещо таке, що по-
трібно називати транспортною системою і що
справді є транспортною системою. Не дарма ж по-
всюдно активно культивують утямок (поняття)
«транспортна система», хоча часто й без нама-
гання переконливо розкрити нам його зміст. А ще
розрізняють транспортно-технологічні та транс-
портно-логістичні системи. Але інколи взагалі не
переймаються означенням чи наративом транс-
порту і транспортної чи похідної від неї системи,
незважаючи на те, що досліджують власне транс-
портні операції [10]. В цьому випадку виявилося
достатнім вирізнити ключові оптимізаційні за-
дачі, що їх доводиться розв’язувати стосовно
транспорту й транспортної системи. Часом,
транспорт — це однозначно галузь економіки
[11], що також можна вважати цілком слушним в
усталеному дискурсі. В [7], приміром, задекларо-
вано: «Транспорт є сукупність засобів переве-
зення, шляхів сполучення, засобів керування і
зв’язку, а також різних технічних пристроїв, ме-
ханізмів і споруд, що забезпечують його роботу». Але «сукупність» не тотожна ні «системі», ні
«елементу», за допомогою якого вибудовується
цілісність. Виглядає так, що транспорт і транс-
портна система — ці цілком різні речі. Узагальнено утямок системи можна тлу-
мачити так (У. Росс Ешбі, У. Черчмен, Р. Акофф). Вісник ЛДУБЖД, №22, 2020 Вісник ЛДУБЖД, №22, 2020 68 Рисунок 1 – Діаграма кругообігу продуктів/послуг і доходів/витрат в народній господарці Рисунок 1 – Діаграма кругообігу продуктів/послуг і доходів/витрат в народній господарці Усе, що залучається у виробництво, назива-
ють чинниками виробництва або економічними
(господарськими) ресурсами [12, 15, 16]. Bulletin of Lviv State University of Life Safety, №22, 2020 DEFINITION AND CONTENT OF THE CONCEPT «TRANSPORT SYSTEM» Ресурси
поділяють на матеріяльні, до яких відносять землю
(ґрунт та інші природні блага) і капітал (головне
майно чи засоби виробництва — будівлі, вер-
стати…), та людські, до яких відносять працю (ро-
бочу потенцію, робочу силу) і ще окремо —
підприємливість
(підприємницький
хист
та
підприємницьку наснагу). Чинники виробництва
«перетікають» від домашніх господарств до
підприємств,
а
товари
й
послуги
—
від
підприємств до домашніх господарств. Проти-
лежно спрямовані потоки грошових засобів. Під
чистими слід розуміти податки, від яких відняли
трансферні платежі домогосподарствам та субсидії
підприємствам з боку держави (уряду). Зауважмо,
як фірми, так і домашні господарства є як продав-
цями, так і покупцями, а тому всі активно оперу-
ють потоками фінансів. портні засоби — мобільні машини (чи напірні си-
стеми, якщо мова, приміром, про нафто(газо)гони),
системи зв’язку, платіжні системи абощо. В си-
стему матеріяльних потоків потрапляють людські
ресурси, а отже поряд з вантажними транспорт-
ними засобами в народну господарку залучені та-
кож і пасажирські. Транспортна активність прони-
зує сферу обігу, продуктивно сполучаючи сфери
виробництва й споживання. Повчальним можна вважати історичний
факт прояву активності: напередодні Першої
світової війни найбільша на той час Британська
імперія володіла майже чвертю світового сухо-
долу і панувала над такою ж часткою світової
людності; а стало це можливим завдяки цілкови-
тому контролю над світовими морськими шля-
хами та над міжнародною телеграфною мережею. Переконливою є також сентенція: «Три речі
роблять націю великою і заможною: родючий
ґрунт, діяльна промисловість, легкість пересу-
вання людей і товарів» (Френсіс Бекон). Провідниками усіх потоків є інфраструк-
турні утворення, а носіями цих потоків є транс- 69 Bulletin of Lviv State University of Life Safety, №22, 2020 стемним утворенням сутнісно і тому повинен вив-
чатись не інакше як системно. Очевидно, що і сфера матеріяльного вироб-
ництва, і сфера матеріяльного споживання техно-
логічно послуговується кожна своїм транспортом. Понад те: чи сфера виробництва, чи сфера спожи-
вання без транспорту, який доречно називати про-
мисловим чи технологічним, у наш час обов’яз-
ково виродиться, перестане існувати як така. Тож
технологічний транспорт є підстави трактувати
або як самостійну систему, підпорядковану чи ви-
робничій, чи споживчій сфері, або ж вважати окре-
мим елементом такої собі чи виробничої, чи спо-
живчої системи. Тобто його нема жодного сенсу
без застережень відносити до транспортної си-
стеми у загальному сенсі. Звісно, загальна теорія
систем «дозволяє», як зазначалося, кожному до-
сліднику бачити «свою» систему. Але для того, аби
технологічний транспорт бачити належним загаль-
ній транспортній системі, потрібні особливі неоче-
видні підстави. DEFINITION AND CONTENT OF THE CONCEPT «TRANSPORT SYSTEM» Тож, аби вирізнити справді транс-
портну систему, треба звернути увагу на засоби ак-
тивації сфери обігу, де власне здійснюється транс-
портне виробництво (!). Але термін «транспорт» має надто багато зна-
чень [8, 19], і тому ним оперувати вкрай непросто. А наведене означення є надто загальним і уникає
прямої вказівки на транспорт саме як на систему. Транспорт чи якусь його частину можна було б без-
застережно вважати транспортною системою, якщо
б його чи її вдалося якось несуперечливо виокрем-
ити як дещо цілісне й цілком особливе. Теорія транспортних систем як наукова
дисципліна, що розробляє методологічні прин-
ципи дослідження такого штибу систем, покли-
кана дати єдине загальнонаукове означення ос-
новних робочих понять, включаючи й поняття
власне транспортної системи. Проте, незважаючи
на виняткову важливість цього поняття, досі не
винайдене єдине загально визнане його озна-
чення. Транспортна система постійно ніби виско-
взує з-під пізнавального інструменту дослідника. У декого поняття «транспортний комплекс»
відображає сукупність декількох галузей еконо-
міки, призначених для задоволення потреб суспі-
льства у перевезеннях вантажів та пасажирів. Він
ніби об’єднує: рухомий склад, що здійснює про-
цес переміщення; транспортну інфраструктуру;
транспортне машинобудування; транспортне бу-
дівництво; логістику перевезень. Тож здається,
що транспортний комплекс охоплює галузі, які за-
безпечують функціювання транспорту, але при
цьому можуть залишатись не пов’язаними між со-
бою ні технологічно, ні організаційно. Тож цілком логічно транспорт ділити на дві
групи [17]: 1) внутрішній транспорт чи виробни-
чої сфери, чи сфери споживання — промисловий
(технологічний), що задовольняє технологічні по-
треби, та 2) транспорт зовнішній, що обслуговує
сферу
обігу. Щоправда,
інколи,
окремо
вирізняючи магістральний транспорт, власне про-
мисловий транспорт при цьому поділяють на
внутрішній та зовнішній [8, 18]. До прикладу,
внутрішній промисловий транспорт, як вважають,
має переймати на себе цехові та міжцехові пере-
везення всередині підприємства, а зовнішній про-
мисловий транспорт натомість покликаний пере-
давати потік продукції з виробництва на
магістральний транспорт, чи/та доправляти сиро-
вину з магістрального транспорту на підприєм-
ство. Подібно, потрібно було б розрізняти
внутрішній та зовнішній промислові (техно-
логічні) транспорти також і сфери споживання. Поняття «транспортна система» і «транспо-
ртний комплекс» трактують і як синоніми, і як іє-
рархічну підпорядкованість штибу «система —
підсистема». DEFINITION AND CONTENT OF THE CONCEPT «TRANSPORT SYSTEM» Приміром, існує твердження, що «…
транспортний комплекс — це цілеспрямована пі-
дсистема єдиної транспортної системи країни, яка
сформована на основі інтеграції всіх універсаль-
них засобів виробництва транспортної продукції з
урахуванням спільної мети, взаємного допов-
нення, взаємозамінності та єдиного керівництва
їх функціонуванням та розвитком, яка забезпечує
повне, своєчасне та якісне задоволення транспор-
тних потреб суспільства з мінімально можливими
сукупними суспільними витратами для даного рі-
вня розвитку виробничих сил країни». Ознаки системності й означуваність транс-
порту й транспортної системи. Транспорт — ви-
сокого рівня організаційно-економічна і техніко-
технологічна сфера людської діяльності, що, однак,
є складовою частиною сфери діяльності ще вищого
рівня — народної господарки (національної, а
відтак і світової). Тому дослідження закономірно-
стей розвитку і принципів ефективної експлуатації
транспорту часто не може бути належно плідним,
якщо в процесі цього не виходити за рамки транс-
порту, якщо не розглядати проблеми транспорту з
позицій народного господарства. Існують об’єкти,
дослідження яких можна провадити в методологіч-
ному сенсі цілком по-різному, зокрема й спираю-
чись на системні засади. Натомість транспорт є си- За давньокитайським розумінням: пра-
вильно назвати — значить правильно зрозуміти. А зворотно, мабуть, теж правильно: зрозумівши,
легко назвати. Термінологічна точність —
надзвичайно важливий аспект розуміння. Задля
цього не можна абияк сіяти терміни. Під транспортом, як здається, доречно ро-
зуміти все, що хоч якось пов’язане з транспортуван-
ням, але наполягати на його системності формальних
підстав не дуже багато, рис. 2. Транспорт — умовно Вісник ЛДУБЖД, №22, 2020 70 розпізнаваний сектор господарювання, покликаний
забезпечувати нормальне функціювання і розвиток
усього народного господарства (національної еко-
номіки). Він поєднує, зокрема, транспортобудівну
(приміром,
автомобілебудівну)
і
транспортно-
будівельну індустрії, транспортну мережу, основне
транспортне, вторинне й допоміжне виробництва. Функцією
транспортобудівної
і
транспортно-
будівельної індустрії є виготовлення найрізно-
манітніших (відповідно до унормованого типажу)
транспортних засобів, будівництво шляхопроводів і
пов’язаних з ними споруд... Але автомобілебуду-
вання й дорожнє будівництво навряд чи можна без-
посередньо пов’язувати з процесом транспорту-
вання. Натомість інфраструктура інституційна,
соціальна, логістична самі по собі є самостійними
системами і повністю в транспорт не вбудовані. мування в належному стані рухомого складу (ут-
римування рухомого парку на належному рівні
готовності і якісне його зберігання). Транспортна
інфраструктура покликана створювати і утри-
мувати на прийнятному рівні умови для пересу-
вання транспортних засобів. Основне призна-
чення допоміжного виробництва (належного до
транспортного виробництва та технічної інфра-
структури, але не позначеного на рис. 2) —
відновлювати рухомий склад та шляхи сполу-
чення. Але транспортний комплекс також нема
твердих підстав назвати транспортною системою. Л
і Логічним виглядає означення: транспортна
система (англ. Bulletin of Lviv State University of Life Safety, №22, 2020 DEFINITION AND CONTENT OF THE CONCEPT «TRANSPORT SYSTEM» Transport System) — це цілісно
окреслене
поєднання
транспортних
засобів,
транспортних підприємств, транспортної інфра-
структури, транспортної управлінської надбу- Рисунок 2 – Структурування автомобільного транспорту Рисунок 2 – Структурування автомобільного транспорту Все решта можна умовно назвати хіба що
транспортною структурою, бо знову-таки нема
підстав його ототожнювати з транспортною си-
стемою. Певна структурованість далеко ще не
означає системність. До того ж, капітальний ре-
монт транспортних засобів до транспортного про-
цесу безпосередньо ніяк не дотичний. дови... Але під таке означення краще підпадає
транспортний комплекс. дови... Але під таке означення краще підпадає
транспортний комплекс. За транспортні засоби зазвичай правлять:
конвеєри, трубопроводи, ескалатори, ліфти, еле-
ватори, вантажопідіймальні крани, канатні ви-
тяги, фунікулери, плоти, судна, баржі, рухомі
хідники (тротуари), автонавантажувачі, електро-
кари, велосипеди, мотоцикли, автомобілі, авто-
буси, тролейбуси, трамваї, поїзди, аеростати,
літаки, вертольоти, гвинтокрили, ракети тощо. Але чи всі вони належні транспортній системі? А
чи належні транспортній системі транспортні
підприємства, зрештою? Тож залишається звернути увагу суто на те,
що є сенс назвати транспортним комплексом, див. рис. 2. Комплекс (від лат. complexus — поєдна-
ння, зв’язок) — сукупність предметів чи явищ, що
становлять в певному сенсі єдине ціле (що
пов’язані загальним задумом та сповідують
спільну ціль). Це ніби система, але й не система в
потрібному нам сенсі. Інфраструктура поєднує в собі перш за все
транспортну мережу (дороги, залізничні колії, по-
вітряні коридори, канали, трубопроводи, мости,
тунелі, водні шляхи тощо), а також транспортні Функція транспортного виробництва —
безпосереднє здійснення перевезень і підтри- 71 Bulletin of Lviv State University of Life Safety, №22, 2020 вузли й термінали, де проводиться переванта-
ження вантажу або відбувається пересадка паса-
жирів з одного виду транспорту на інший (аеро-
порти, залізничні станції, автобусні зупинки,
порти тощо). виготовлені на автомобілебудівному заводі, не
належать транспортній системі, оскільки є тільки
виробами (товаром) і не перебрали на себе жод-
них транспортувальних функцій. Тож автомобіле-
будівний завод належить машинобудівній галузі,
але не транспортній системі; як і підприємства,
що займаються будівництвом доріг і транспорт-
них споруд. Управлінська надбудова — це зазвичай
логістична система. Свого часу відома логістична ор-
ганізація — Американське товариство інженерів-
логістів запропонувала приблизно таке означення
логістики: логістика — це мистецтво й наука ке-
рування, техніка та технічні прийоми й методи пла-
нування постачання та застосування засобів пе-
реміщення для реалізації операцій заради досягнення
поставленої мети. Логістична діяльність зазвичай
охоплює транспортування, складування, обробку
вантажів, захисне пакування, контроль і облік усіля-
ких запасів, вибір місця розміщення виробництв і
комірних центрів, формування замовлень на вироб-
ництво продукції, прогнозування попиту, маркетинг
і обслуговування споживачів. Тож логістична си-
стема насправді підпорядковує собі транспортну си-
стему (як водій підпорядковує автомобіль), а не є її
складовою частиною, її елементом. Вона, зрештою,
може
трактуватись
як
елемент
транспортно-
логістичної чи логістично-транспортної системи. ру
Зрештою, дати цілковито строге формальне
означення поняття транспортної системи, мабуть,
просто неможливо — власне настільки особливим
є цей об’єкт пізнання. дови... Але під таке означення краще підпадає
транспортний комплекс. Можна, приміром, спробу-
вати опертися на таке загальне означення: си-
стема — це цілісне відображення засобами мови
спостерігача/дослідника цілісно вираженої мно-
жини об’єктів (елементів) і їх зв’язків/відношень
(стосунків) між собою і з оточенням/довкіллям в
сенсах розв’язуваної спостерігачем/дослідником
задачі/проблеми. Означення загалом хороше, але
щоб у ньому побачити транспортну систему,
треба залучити ще низку конкретніших і кон-
структивніших понять, пов’язаних саме з транс-
портом, а краще з транспортуванням. Але все ж не
зникає
проблема:
скільки
спостерігачів/до-
слідників — стільки …? Якось не комільфо? Однозначного означення також немає й по-
няття «транспортна інфраструктура». Дискусії то-
чаться навіть навколо того, включати чи не вклю-
чати в поняття «транспортна інфраструктура» ру-
хомий склад, підприємства, що здійснюють пере-
везення людей та вантажів, постачальницькі
структури, галузеві навчальні заклади тощо. Ви-
глядає радше так, що транспортна інфраструктура
є складовою частиною єдиної транспортної си-
стеми та покликана забезпечити належні умови її
функціонування, але не включає в себе рухомий
склад, підприємства, що здійснюють перевезення
вантажів і пасажирів, та підприємства, що забез-
печують роботу транспорту. Транспортна інфраструктура сприяє доціль-
ній організації економічного простору. Під транс-
портною інфраструктурою розуміють сукупність
галузей і сфер діяльності, завдання яких зводиться
до перенесення товарів від виробників до спожива-
чів. А ще транспортну інфраструктуру розгляда-
ють як комплекс підприємств, установ, організа-
цій, покликаних обслуговувати процеси перемі-
щення товарів. Або ж транспортну інфраструктуру
означують як сукупність технічних засобів й уста-
тковання, що забезпечують реалізацію транспорт-
них процесів. Тобто суб’єктивно під транспортною
інфраструктурою розуміють дуже різне. Виглядає так ніби транспортна система про-
являє себе через транспортні засоби: де транспор-
тні засоби — там ніби й транспортна система. З
тих самих позицій можна говорити й про еле-
менти
транспортної
інфраструктури. Але
насправді транспортні засоби і відповідні еле-
менти транспортної інфраструктури залучені в
найрізноманітніші галузі матеріяльного вироб-
ництва, а також у сферу споживання, та підпоряд-
ковані там особливим системним цілям. Тобто
вони є елементами різних систем зі сфери ма-
теріяльного виробництва і сфери споживання,
звідки вилучати їх в окрему транспортну систему
нема жодного резону. Приміром, технологічний
(промисловий) транспорт транспортній системі в
загальному сенсі принципово не може належати,
як і елементи технологічно-транспортної інфра-
структури не можуть належати власне транспорт-
ній інфраструктурі. Автомобілі, до слова, щойно у
р
у р
р у
«Інфраструктура» — в перекладі з латини «ос-
нова», «фундамент». дови... Але під таке означення краще підпадає
транспортний комплекс. Інфраструктурою є сенс вва-
жати сукупний складник продуктивних сил, що
поєднує в собі допоміжні й додаткові галузі вироб-
ництва чи різновиди діяльності, які обслуговують
безпосередньо основне виробництво (виробнича ін-
фраструктура), а також галузі невиробничої сфери,
що опосередковано пов’язані з процесом вироб-
ництва і виконують різноманітні функції обслуго-
вування всього процесу господарювання. Інфра-
структура — це загалом системне поєднання ор-
ганізаційно-економічних, соціальних та юридичних
умов, а також споруд, будівель, систем і служб,
необхідних для функціонування економіки, для
здійснення матеріяльного виробництва, для забез-
печення повсякденної життєдіяльності населення. Вісник ЛДУБЖД, №22, 2020 72 розмежовані сферою обігу, де транспорт власне і
має втілювати корисні процеси. Транспорт цілісно вмонтований за посеред-
ництва логістики в народне господарство. А от ін-
фраструктуру народного господарства загалом
складають три її різновиди: технічна (власне ви-
робнича), інституційна і соціальна. Технічна ін-
фраструктура передбачає наявність і організоване
функціонування транспорту, доріг, споруд, ко-
мор, терміналів тощо. Інституційна інфраструк-
тура — це супутня діяльність банків, митниці, ор-
ганів сертифікації тощо. Соціальна інфраструк-
тура охоплює персонал, зайнятий в процесі ве-
дення народного господарства. Ті самі різновиди
інфраструктури, звісно, мають логістика і транс-
порт, забезпечуючи впорядкований і взаємообу-
мовлений рух матеріяльних, фінансових та інфор-
маційних потоків. Щоправда, деякі елементи ін-
фраструктури є належними все-таки народному
господарству, хоча й обслуговують логістику й
транспорт. Наприклад, операції страхування
здійснюють спеціалізовані страхові компанії, що
є водночас і самостійними суб’єктами страхового
сектору (регістру), і частиною інституційної
логістичної та транспортної інфраструктури. Тож транспорт є складовою частиною і
рушієм (активатором) сфери обігу, системою, що
забезпечує продуктивний зв’язок між сферою ма-
теріяльного виробництва і сферою споживання. А
от сфера матеріяльного виробництва і сфера спо-
живання правлять за довкілля (середовище), посе-
ред якого (у якому) функціонує транспортна си-
стема. Коли хочуть це наочно підкреслити, то вда-
ються до наведеної на рис. 3 схеми. Рисунок 3 — Схема ідентифікації транспортної
системи Транспортна система — транспорт сфери
обігу?!. Теорія — це не безплідне розумування
«кабінетних вчених», як декому, хто гордий з себе
практик, здається. Насправді усілякі «факти» без
теорії беззвучні чи ніяк не хочуть розмовляти. Ви-
датному економісту Джону Мейнардові Кейнсу
(1883—1946) належать слова: «Люди-практики,
що вважають себе цілком не підвладними інтеле-
ктуальним впливам, зазвичай є рабами якого-не-
будь економіста минулого». Рисунок 3 — Схема ідентифікації транспортної
системи Але разом з тим, транспорт залучено ще й
безпосередньо у сферу матеріяльного (промисло-
вого й аграрного) виробництва. Bulletin of Lviv State University of Life Safety, №22, 2020 дови... Але під таке означення краще підпадає
транспортний комплекс. Там транспорт —
технологічний (внутрішньовиробничий), покли-
каний переміщати предмети й засоби праці, а та-
кож робочу силу, не проникаючи у сферу обігу. Він як технологічний (внутрішньовиробничий)
також залучений і у сферу споживання, де покли-
каний переміщати готовий продукт виробництва
безпосередньо до осередку проміжного чи кінце-
вого привласнення. Без сумніву, системно транспорт — це
цілком самостійна галузь матеріяльного вироб-
ництва, важлива сфера вкладення продуктивного
капіталу. Відтак транспортна система мусить
мати якісь визначальні межі. Зазвичай, якщо вка-
зати хоч якусь частину межі, то легше вибудувати
цю межу повністю — подібно до того, що якщо
один корінь
1x заданого квадратного тричлена
2
ax
bx
c
визначено точно, то й другий корінь
стає відомим: Тож транспорт сфери обігу за всіма озна-
ками функціює як елемент галузі матеріяльного
виробництва, як елемент самостійної транспорт-
ної системи. А от технологічний (внутрішньови-
робничий) транспорт є елементом системи про-
мислового, будівельного, сільськогосподарсь-
кого… виробництва і отже не має підстав вважа-
тися самостійною галуззю народного господар-
ства та й не може бути долучений до транспортної
системи. Відтак системно транспорт — це скла-
дова частина сфери обігу, що активує пе-
реміщення продукту із сфери безпосереднього ви-
робництва у сферу безпосереднього споживання. 2
1
b
x
x
a
чи
2
1
1 c
x
x a
. Межі транспортної системи зумовлені
об’єктивними законами, що панують в сфері сус-
пільного
виробництва:
транспортна
проми-
словість, з одного боку, продовжує-довершує
процеси виробництва в кожній іншій галузі про-
мисловості, а з другого боку, вона живить сферу
споживання продуктами виробництва. Отже
транспортна система межує як зі сферою ма-
теріяльного виробництва, так і зі сферою ма-
теріяльного споживання. Але ці сфери об’єктивно Продукт, звісно, може бути проміжним,
тобто таким, що править за сирець чи заготовку 73 Bulletin of Lviv State University of Life Safety, №22, 2020 і споживанням, між обігом матеріяльного і обігом
не цілком матеріяльного. Тому все, що стосується
вантажного транспорту можна, не торкаючись
дещиць, переносити й на пасажирський. для виготовлення складнішого і кориснішого про-
дукту. Приміром, продукт видобувної промисло-
вості багатократно через сферу обігу потрапля-
тиме у різні виробничі системи, рис. 4, перш ніж
остаточно заляже чимсь корисним у такому
складному завершеному продукті, яким є, ска-
жімо, яка-небудь робоча машина. Він може бути і
кінцевим-завершеним, цілком придатним до ви-
користання (до споживання). дови... Але під таке означення краще підпадає
транспортний комплекс. Рисунок 5 – Схема взаємодії сфер обігу та
споживання Рисунок 4 — Схема перетину сфери виробництва Рисунок 5 – Схема взаємодії сфер обігу та
споживання Основний (потрібен і додатковий) транс-
порт зі сфери обігу є підстави тлумачити як
магістральний. На рис. 3 прямі 1 1
, 2
2
, …,
N
N
якраз і позначають напрями активності
різних видів магістрального транспорту. Але
будь-який транспорт, що перебирає на себе
функції магістрального, зазвичай не здатен, а ча-
сто й не повинен, здійснювати транспортування
за схемою «від порогу до порогу» (англ. «door-to-
door» — від дверей до дверей). Тож в межах сфери
обігу доводиться вдаватись до послуг додатко-
вого транспорту, який є сенс умовно назвати ло-
кальним (на противагу магістральному), див. рис. 3. Цей різновид транспорту покликаний на
відносно коротких плечах доправляти вантаж
(продукт) безпосередньо зі сфери виробництва до
магістрального транспорту та від магістрального
транспорту — безпосередньо у сферу споживання
(проміжного чи кінцевого). Рисунок 4 — Схема перетину сфери виробництва Але й кінцевий продукт крізь сферу обігу
може рухатись по-різному. Приміром, зернозби-
ральний комбайн (фізично минаючи сферу спожи-
вання) потрапить насправді відразу у сферу вироб-
ництва (сільськогосподарського), відповідно до
наведеної на рис. 3 схеми. Сільськогосподарське
виробництво в такому разі має статус споживача. Але при цьому в сфері власне споживання мають
залишитися сліди супутніх нематеріяльних по-
токів. Та багато різних продуктів матеріяльного
виробництва остаточно зависають у домашніх гос-
подарствах, рис. 5: на схемі відображено, що пе-
реміщення
уособленого
кінцевого
продукту
здійснюється в
1,
i
M
різних напрямках. До-
машні господарства (домоволодіння) — це осе-
редки безпосереднього споживання, до яких про-
дукти доправляються або системним (таксі, марш-
рутні автобуси, вантажівки…), або позасистемним
(випадковим чи індивідуальним) транспортом (або
навіть й без використання транспорту). Достачання вантажів (продукції) зі сфери
виробництва до магістрального транспорту та від
магістрального транспорту у сферу споживання
здійснюють під’їзними шляхами до промислових
підприємств, будівельних і торгових організацій,
що мають бути належно досконалими. Таке
транспортування — це виробничий процес сфери
обігу незалежно від того, кому підпорядкований
застосовуваний транспорт чи хто є його розпоряд-
ником. Тож цей транспорт поряд з магістральним
має належати транспортній системі як такій. Звісно, існують визнані осередки, де проду-
кують культурні цінності і куди тягнуться спраглі
духовних емоцій люди. Ці люди набувають ста-
тусу пасажирів як у напрямі до храмів культури з
бажанням духовно збагатитись, так і в напрямі до
своїх домоволодінь з багажем набутих емоцій (і
не тільки). дови... Але під таке означення краще підпадає
транспортний комплекс. Тобто існує певна аналогія між ма-
теріяльним і духовним (та іншим) продукуванням Зв’язок між локальним транспортом та
магістральним здійснюється через спеціально
улаштовані пункти, які називатимемо терміналами. Вісник ЛДУБЖД, №22, 2020 74 Термінали розташовують на залізничних станціях, у
річкових і морських портах, в аеропортах тощо. підстав пропонували узагальнити до рівня си-
стеми транспортування не тільки вантажу, а й ін-
формації та енергії. Та все ж існує певна логіка на-
ративного означування. Відтак модель транспортної системи стає
можливим відобразити як цілісне поєднання в
межах сфери обігу комунікацій (інциденцій),
створюваних засобами й ресурсами магістраль-
них різновидів транспорту разом з долученими до
них через термінали засобами й ресурсами різних
видів локального транспорту (див. рис. 3). Ло-
кальний транспорт через термінали власне наво-
дить зв’язок основних комунікацій з довкіллям. Отже транспортну систему загалом складають
три цілком різнорідні об’єкти-елементи: система,
що оперує локальним транспортом; магістральна
транспортна система; термінальна система. Концепцію інтегрованої транспортної си-
стеми розвивають у напрямі створення мультимо-
дальних коридорів і регіональних транспортно-
логістичних систем для освоєння важливих вантаж-
них і пасажирських потоків на основі регіональної
транспортної інфраструктури, що поєднує шляхи
сполучення, транспортні підприємства, оптові тор-
гові бази, комірні ємності (простори), а також то-
варні біржі, банки, телекомунікаційні системи й ін-
формаційні центри. Транспортний вузол в такому
разі слугує ніби потужним терміналом на стику різ-
них магістральних транспортів, рис. 6. І його обслу-
говує власний технологічний транспорт. Під системним елементом «термінал» до-
речно розуміти комплекс технічних засобів і
облаштувань та сукупність відносин, що забезпе-
чують ефективну взаємодію різних видів транс-
порту і уможливлюють досконалу без жодних
втрат передачу матеріяльного потоку з локального
транспорту на магістральний і зворотно. В
терміналах взаємодія транспортів може відбува-
тись як з перевалюванням вантажів, так і без нього. Схему, що наведена на рис. 3, слід розуміти так, що
в терміналах вантажі (пасажири) можуть передава-
тись не тільки з магістрального транспорту на ло-
кальний, але й з одного магістрального на інший. Рисунок 6 – Схема транспортування в
транспортному коридорі Завдяки термінальній системі стає можли-
вим сформувати транспортні вузли. Натомість
магістральна транспортна система (разом з
термінальною) дає змогу сформувати транспортні
коридори. Рисунок 6 – Схема транспортування в
транспортному коридорі Саме ефективні системні зв’язки і відно-
сини є основою для існування окремих видів
транспорту в системі. Чим повнішим є комплекс
цих зв’язків і відносин і чим дієвіше вони себе
проявляють, тим життєздатнішою стає транс-
портна система і тим вищою буде ефективність її
функціювання. Bulletin of Lviv State University of Life Safety, №22, 2020 дови... Але під таке означення краще підпадає
транспортний комплекс. Усталені зв’язки й відносини
відображають — усі по-своєму — організаційно-
економічну природу народного господарства за-
галом і транспортного виробництва зокрема. Вони ж характеризують рівень, глибину єдності
транспортної системи. Тут доречно наголосити на аналогії, приміром,
з моделями електричних або гідравлічних систем,
щоправда, тільки в рамках адекватних проявів. Наприклад, електрична мережа відрізняється від
усіх неелектричних тим, що оточена створюваним
нею ж динамічним електричним полем, що простя-
гається у нескінченність усіма напрямками. Тобто
електрика існує не тільки у видимих провідниках,
але й в невидимому просторі навколо них. Відтак
електричну мережу розглядають як поєднання
«мертвої» і «живої» структур. «Мертву» структуру
(аналог — транспортна інфраструктура) описують
тензором імпедансу, а «живу» (аналог — транспорт
і вантаж чи пасажири) — двома електричними па-
раметрами, один з яких, умовно кажучи, характери-
зує електрику в провіднику, а другий — поза ним. Але навіть інженери-електрики часто трактують пе-
ресилання електричного струму так, ніби він пере-
буває в транспортному опакуванні — все залежить
від контексту. Висновки. Нема жодного сенсу зазіхати на
право бачити суто «свою» (цілком «по-своєму»)
транспортну систему. Розуміння будь-якої систем-
ності визріває унаслідок вмотивованого поєднання
в
когнітивному
акті
«пізнаваного
об’єкта»,
«суб’єкта — спостерігача/дослідника», «середо-
вища/оточення/довкілля», «мови опису/відобра-
ження», якою послуговуються. А таке поєднання
ніколи не буде однозначним. Транспорт — це все те і всі ті, що і хто при-
четні до здійснення переміщення будь-чого і
будь-кого в життєвому просторі на догоду вироб-
нику й споживачу цінностей, на догоду суспільс-
тву. Утямки «транспорт» і «транспортна система» До прикладу, колись [20] транспортну си-
стему, характеризовану трьома атрибутивами —
«вантаж», «швидкість», «потужність», не без Bulletin of Lviv State University of Life Safety, №22, 2020 75 — не тотожні. Транспорт подільний на частинки,
кожна з яких може слугувати цеглинкою у будові
транспортної системи або ж цілком становити си-
стему. Транспорт — це засіб, а транспортна сис-
тема — це форма/концепція/технологія реалізації
мобільності цінностей і людей назустріч одне од-
ному за участі власне транспорту. загальному сенсі принципово не може належати,
як і елементи технологічно-транспортної інфра-
структури не можуть належати власне транспорт-
ній інфраструктурі. Технологічний транспорт є підстави трак-
тувати або як самостійну систему, підпорядко-
вану чи виробничій, чи споживчій сфері (чи вва-
жати окремим елементом такої собі чи виробни-
чої (промислової), чи споживчої (торгівельної)
системи). Тож у цілісному єднанні тільки транс-
порт сфери обігу виражає себе як транспортну си-
стему в широкому розумінні. Саме ця транс-
портна система займається властиво транспорт-
ним (!) виробництвом. Література: 1. Захарова О. В. Теоретичні підходи до
визначення сутності та властивостей світової
транспортної системи // Економіка: Вісник Маріу-
польського державного університету, 2011, Вип. 1. — С. 21—25. Перевезення можна ділити на три різно-
види: 1) перевезення в рамках особистих інтересів
(задля особистого задоволення чи особистої ко-
ристі) — транспортно-експедиційне обслуго-
вування населення; 2) перевезення в інтересах за-
доволення внутрішніх потреб якогось підприєм-
ства — технологічні перевезення; 3) перевезення
в сфері обігу — транспортне виробництво. Якщо
б не було транспорту і транспортної системи, до-
велося б повсюдно розосереджено розгортати ви-
робництво потрібних усім речей. А так — власне
транспортна система усуває ці клопоти, сама стає
ніби виробництвом. 2. Рибчук А. В. Транспортні системи світу
— важливий елемент глобальної виробничої ін-
фраструктури // Актуальні проблеми економіки. — 2004. — № 7. — С. 99—104. 2. Рибчук А. В. Транспортні системи світу
— важливий елемент глобальної виробничої ін-
фраструктури // Актуальні проблеми економіки. — 2004. — № 7. — С. 99—104. 3. Яцківський Л. Ю., Зеркалов Д. В. Загаль-
ний курс транспорту. — Київ: Арістей, 2007. —
504 с. 3. Яцківський Л. Ю., Зеркалов Д. В. Загаль-
ний курс транспорту. — Київ: Арістей, 2007. —
504 с. 4. Ломакин В. К. Мировая экономика. —
Москва: Юнити, 2004. — 735 с. 4. Ломакин В. К. Мировая экономика. —
Москва: Юнити, 2004. — 735 с. 5. Хахлюк А. Для забезпечення транзитних
потоків. Транспортна інфраструктура держави:
регіональний аспект // Політика і час. — 2004. —
№ 2. — С. 71—81. Немає потреби оперувати утямком «єдина
транспортна система». Термін «єдина» нічого
особливого не характеризує стосовно системи,
яка сама по собі є цілісне утворення, немислиме
без гармонійного поєднання усіх наявних різно-
видів транспорту. 6. Орловский П. Н., Скворцов Г. П. Систем-
ный анализ транспортных узлов. — Кыйив: Ос-
нова, 2007. — 596 с. Транспортні засоби і відповідні елементи
транспортної
інфраструктури
залучені
в
найрізноманітніші галузі матеріяльного вироб-
ництва, а також у сферу споживання, та підпоряд-
ковані там особливим системним цілям. Тобто
вони є елементами різних систем зі сфери ма-
теріяльного виробництва і сфери споживання,
звідки вилучати їх в окрему транспортну систему
нема жодного резону. Приміром, технологічний
(промисловий) транспорт транспортній системі в 7. Афанасьев Л. Л., Островский Н. Б., Цу-
керберг С. М. Единая транспортная система и ав-
томобильные перевозки. — Москва: Транспорт,
1984. — 336 с. 8. Аксенов И. Я. Единая транспортная си-
стема. — Москва: Высшая школа, 1991. — 383 с. 9. Савельєва І. В., Дрожжин О. Л. дови... Але під таке означення краще підпадає
транспортний комплекс. Для транспорту важливою класифікацій-
ною ознакою є його місце в матеріяльному виро-
бництві: в сфері виробництва (споживання) — це
технологічний транспорт, що є складовою части-
ною виробничого процесу; в сфері обігу — це еко-
номічний (господарчий) транспорт, що наводить
транспортно-економічні зв’язки між підприємст-
вами і районами країни, але залишається самос-
тійною галуззю виробництва. Тож саме еко-
номічний (господарчий) транспорт належить до (є
складовою частиною) транспортної системи. В транспортній системі доречно розпізна-
вати магістральний транспорт і локальний транс-
порт, що гармонійно взаємодіють у сфері обігу. Локальний транспорт тяжіє до певних осередків:
чи до сфери виробництва, чи до сфери спожи-
вання (тому, мабуть, його деколи називають
зовнішнім технологічним). Звісно, радіус дії ло-
кального транспорту в окремих випадках може
виявитися таким, що до послуг магістрального
транспорту вдаватись не буде сенсу — він пере-
бере на себе функції магістрального. Утямок «транспорт» уживають в певному
усталеному але доволі «розмитому» дискурсі. І
однозначно означити його радше не вдасться. Але
є підстави стверджувати: транспортна система —
це цілісне відображення засобами мови спо-
стерігача множини об’єктів у їх зв’язках між со-
бою і з довкіллям в сенсах розв’язуваної спо-
стерігачем задачі/проблеми, пов’язаної з забезпе-
ченням мобільності цінностей і людей назустріч
одне одному саме за допомогою транспорту. Література: Контейнерна
транспортно-технологічна система як засіб реалізації Вісник ЛДУБЖД, №22, 2020 76 інтермодального перевезення // Вісник ЖДТУ: Тех-
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Providing. The State Transport Infrastructure: Re-
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Ukraine). 10. Кунда Н. Т. Дослідження операцій у
транспортних системах. — Київ: Видавничий дім
«Слово», 2008. — 400 с. 6. Orlovskyi, P. N., & Skvortsov, H. P. (2007). Systems analysis of transport knots. Kyiv: Osnova. (in Russian). 11. Савенко В. Я., Гайдукевич В. А. Транс-
порт і шляхи сполучення. — Київ: Арістей, 2007. — 256 с. 7. Afanasiev, L. L., Ostrovskii, N. B., & Tsu-
kerberg, S. M. (1984). Single transporting system and
motorcar transportations. Moscow: Transport. (in
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Flynn Sean Masaki. Economics: Principles, Prob-
lems, and Policies / 20th Edition — New York [etc.]:
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system. Moscow: Vysshaia shkola. (in Russian). 13. Mankiw N. Gregory. Principles of Eco-
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economics. — Dryden press, 1994. — 464 p. 15. Samuelson Paul A., Nordhaus William D. h 10. Kunda, N. T. (2008). Operations analysis in
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English
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Evolution of insulin sensitivity and its variability in out of hospital cardiac arrest (OHCA) patients treated with hypothermia
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Critical care
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cc-by
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RESEARCH Open Access Open Access © 2014 Sah Pri 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. Abstract Introduction: Therapeutic hypothermia (TH) is often used to treat out-of-hospital cardiac arrest (OHCA) patients
who also often simultaneously receive insulin for stress-induced hyperglycaemia. However, the impact of TH on
systemic metabolism and insulin resistance in critical illness is unknown. This study analyses the impact of TH on
metabolism, including the evolution of insulin sensitivity (SI) and its variability, in patients with coma after OHCA. Methods: This study uses a clinically validated, model-based measure of SI. Insulin sensitivity was identified hourly
using retrospective data from 200 post-cardiac arrest patients (8,522 hours) treated with TH, shortly after admission to
the intensive care unit (ICU). Blood glucose and body temperature readings were taken every one to two hours. Data
were divided into three periods: 1) cool (T <35°C); 2) an idle period of two hours as normothermia was re-established;
and 3) warm (T >37°C). A maximum of 24 hours each for the cool and warm periods was considered. The impact of
each condition on SI is analysed per cohort and per patient for both level and hour-to-hour variability, between periods
and in six-hour blocks. Results: Cohort and per-patient median SI levels increase consistently by 35% to 70% and 26% to 59% (P <0.001)
respectively from cool to warm. Conversely, cohort and per-patient SI variability decreased by 11.1% to 33.6% (P <0.001)
for the first 12 hours of treatment. However, SI variability increases between the 18th and 30th hours over the cool to
warm transition, before continuing to decrease afterward. Conclusions: OCHA patients treated with TH have significantly lower and more variable SI during the cool period,
compared to the later warm period. As treatment continues, SI level rises, and variability decreases consistently except
for a large, significant increase during the cool to warm transition. These results demonstrate increased resistance to
insulin during mild induced hypothermia. Our study might have important implications for glycaemic control during
targeted temperature management. can be highly insulin resistant and variable, particularly on
the first two days of stay [14], as well as those who may
particularly benefit from glycaemic control [4]. Evolution of insulin sensitivity and its variability in
out-of-hospital cardiac arrest (OHCA) patients
treated with hypothermia Azurahisham Sah Pri1, J Geoffrey Chase1, Christopher G Pretty1*, Geoffrey M Shaw2, Jean-Charles Preiser3,
Jean-Louis Vincent3, Mauro Oddo4, Fabio S Taccone3, Sophie Penning5 and Thomas Desaive5 * Correspondence: chris.pretty@canterbury.ac.nz
1Centre for Bio-Engineering, Department of Mechanical Engineering, University of
Canterbury, 20 Kirkwood Avenue, Christchurch 8140, New Zealand
Full list of author information is available at the end of the article Sah Pri et al. Critical Care 2014, 18:586
http://ccforum.com/content/18/6/586 Patients and data A retrospective analysis of glycaemic control data from
200 OHCA patients (8,522 hours) treated with TH,
shortly after admission to intensive care. Data was ob-
tained from intensive care units (ICUs) at Christchurch
Hospital, New Zealand, at Erasme Hospital, Belgium, and
CHUV-Lausanne Hospital, Switzerland. Patients from
Christchurch Hospital (N = 20) were on the specialized
relative insulin and nutrition titration (SPRINT) glycaemic
control protocol [7], whereas the remaining 180 patients
from Erasme (N = 99) and Lausanne (N = 81) hospitals
were on local glycaemic control protocols and included in
an institutional database (2008 to 2012). _G ¼ −pG:G tð Þ−SI tð Þ:G tð Þ:
Q tð Þ
1 þ αGQ tð Þ þ P tð Þ þ EGP−CNS
V G
ð1Þ
_I ¼ −nKI tð Þ−
nLI tð Þ
1 þ αII tð Þ −nI I tð Þ−Q tð Þ
ð
Þ þ uex tð Þ
V I
þ 1−XL
ð
Þ uen tð Þ
V I
ð2Þ
_Q ¼ nI I tð Þ−Q tð Þ
ð
Þ−nC
Q tð Þ
1 þ αGQ tð Þ
ð3Þ _G ¼ −pG:G tð Þ−SI tð Þ:G tð Þ:
Q tð Þ
1 þ αGQ tð Þ þ P tð Þ þ EGP−CNS
V G
ð1Þ ð1Þ _I ¼ −nKI tð Þ−
nLI tð Þ
1 þ αII tð Þ −nI I tð Þ−Q tð Þ
ð
Þ þ uex tð Þ
V I
þ 1−XL
ð
Þ uen tð Þ
V I
ð2Þ ð2Þ Blood glucose (BG) and temperature readings were
taken one to two hourly. Data were divided into three
periods: 1) cool (T <35°C); 2) an idle period of two hours
as normothermia was restored; and 3) warm (T >37°C). A
maximum of 24 contiguous hours and a minimum of
15 hours for each period were considered, ensuring a
balance of contiguous data between periods. Overall
demographics are shown in Table 1. _Q ¼ nI I tð Þ−Q tð Þ
ð
Þ−nC
Q tð Þ
1 þ αGQ tð Þ
ð3Þ ð3Þ Where G(t) represents the concentration of blood glu-
cose (mmol/L). I(t) and Q(t) represent the plasma insulin
and insulin interstitial concentrations (mU/L) respectively. Model parameters, rates and constants in this model were
as fully defined in [21,24]. Glycaemic targets while treating OHCA patients in the
three units were very similar and overlapped. The
SPRINT protocol, used in the Christchurch Hospital
ICU, targeted 4.0 to 7.0 mmol/L [7]. Introduction
l Hyperglycaemia is prevalent in critical care [1-4] and
increases the risks of further complications and mortality
[1,4,5]. Glycaemic control has shown benefits in reducing
mortality and morbidity [4,6,7]. However, many studies
have found it difficult to reproduce these results [8-10]
due in part to metabolic variability [11]. Out-of-hospital
cardiac arrest (OHCA) patients often experience hypergly-
caemia [12,13]. These patients belong to one group who Therapeutic hypothermia (TH) is often used with OHCA
patients to protect against brain injury [15,16], which leads
to a lowering of metabolic rate, reduces plasma insulin, in-
duces insulin resistance and alters blood glucose homeo-
stasis [17]. One of the adverse events associated with
hypothermic therapy is a decrease in insulin sensitivity
and endogenous insulin secretion [18]. However, this de-
crease may not be observable in a cohort who is already
highly insulin resistant and variable [14]. Hence, under-
standing metabolic evolution and variability would enable * Correspondence: chris.pretty@canterbury.ac.nz
1Centre for Bio-Engineering, Department of Mechanical Engineering, University of
Canterbury, 20 Kirkwood Avenue, Christchurch 8140, New Zealand
Full list of author information is available at the end of the article Page 2 of 8 Sah Pri et al. Critical Care 2014, 18:586
http://ccforum.com/content/18/6/586 Sah Pri et al. Critical Care 2014, 18:586
http://ccforum.com/content/18/6/586 Audit of the clinical data from SPRINT was given by
the Upper South B Regional Ethics Committee and for
the data study by Taccone et al. [17]. No approval was
required as it was also a retrospective audit. safer and more accurate glycaemic control using insulin in
this cohort. This study analyses the evolution of a clinically
validated model-based measure of insulin sensitivity (SI) in
OHCA patients to assess the impact of hypothermia
therapy. Patients and data The protocol used
in both the Erasme and Lausanne ICUs differed from
SPRINT, but targeted 6.0 to 8.0 mmol/L [17]. Although
two different protocols were used in the three units, the
targets were very similar and within the relatively tight
4.0 to 8.0 mmol/L range. Model-based SI is identified hourly from patient data,
producing an hourly piece-wise constant profile [25],
capturing the whole-body glycaemic response to exogen-
ous insulin and nutrition. The validity and independence
of this patient-specific parameter have been validated
using data from independent, clinically matched cohorts
[19], in comparison to gold-standard insulin sensitivity
tests [22] and in clinical glycaemic control [20,23]. Table 1 Demographic data and treatment information for
both the cool and warm periods
Variables
Value
Cool
Warm
Total patients, number (n)
200
Median age, years
61 [51, 72]
Female gender, number (%)
40 (20.6%)
ICU mortality, number (%)
85 (45.6%)
Diabetes status, number (%)
26 (13.0%)
Total treatment, hours (h)
4219
4303
Blood glucose, median (mmol/L)
7.6 [6.3,9.7]
6.8 [5.9,8.0]
Insulin rate, median (U/hr)
3.4 [1.3,8.0]
3.5 [1.6,7.0]
Glucose rate, median (g/hr)
2.7 [1.0,5.3]
5.4 [2.7,8.1]
IQR: [interquartile range]. Table 1 Demographic data and treatment information for
both the cool and warm periods Methods Model-based SI in this study is a patient-specific param-
eter describing the overall whole-body effect of insulin. SI is identified for each hour, for each patient using a
clinically validated glucose-insulin model [19-23]. The
key model equations are defined: Analyses and metrics SI level and variability during the cool (T ≤35°C) and
warm (T >35°C) periods are analysed on per-cohort and
per-patient bases using six-hour blocks of data as per
Table 2. SI level is compared between blocks as a cohort
median and by per-patient median SI. Similarly, SI variabil-
ity is calculated as the hour-to-hour percentage change in
SI (Δ%SI) and is analysed per cohort for each block. %ΔSI ¼ SInþ1−SIn
SIn
100
ð4Þ ð4Þ The use of percentage change, rather than absolute
change, normalises the metric so patients with differing
SI levels can be compared fairly. Page 3 of 8 Sah Pri et al. Critical Care 2014, 18:586
http://ccforum.com/content/18/6/586 Sah Pri et al. Critical Care 2014, 18:586
http://ccforum.com/content/18/6/586 Table 2 Descriptions of six-hour blocks for data analysis
Day
Period
Analysis
Block
Hour range
1
Cool
6-hour block
1
0 – 6 hours
2
6 – 12 hours
3
12 – 18 hours
4
18 – 24 hours
Idle 2-hour period in between cool and warm
2
Warm
6-hour block
5
24 – 30 hours
6
30 – 36 hours
7
36 – 42 hours
8
42 – 48 hours Table 2 Descriptions of six-hour blocks for data analysis
D
P
i d
A
l
i
Bl
k
H each six-hour block. Thus, a reduction in the IQR of Δ%
SI over time would indicate a reduction in hour-to-hour
variability for a given patient. SI level and variability are non-Gaussian and thus com-
pared using non-parametric statistics and cumulative dis-
tribution functions (CDFs). CDFs are particularly useful as
they show the entire distribution that is often summarised
as a median and IQR. The CDF for a given value of the
independent variable (for example SI = x) describes the
probability of observing a value less than or equal to x. All
distributed data were compared using a Wilcoxon rank-
sum test (Mann–Whitney U test), except for SI variability
results. SI variability was compared using the Kolmogorov-
Smirnov (KS) test as it has greater power to detect differ-
ences in the shape of distributions when median values are
similar. In all cases, P <0.05 is considered statistically
significant. Bagshaw et al. [26] reported an association between
both hypoglycaemia and BG variability with mortality
during the first 24 hours of ICU stay. Analyses and metrics Thus, the acute
evolution of SI over the first day using six-hour blocks
was analysed as SI variability is a key contributor to BG
variability. For the cohort analysis, SI and Δ%SI data
from all patients was grouped into each appropriate time
block. Median values for each time block were calculated
for comparison to the previous block, thus capturing
overall cohort changes over time in level and hour-
to-hour variability. SI level analyses Figures 1 and 2 present the CDFs of hourly SI level by
cohort and median SI per patient, respectively, using
six-hour blocks. Table 3 presents the increase in median
insulin sensitivity and corresponding P values between
successive time blocks. For the per-patient analysis, the median value of SI and
the interquartile range (IQR) of Δ% SI were calculated for
each patient, for each time block. The IQR captures the
width or degree of variability for a given patient within The results suggest that SI increases for the cohort
and per patient are statistically significant for the first
36 hours (P <0.05) in both cases. Figure 1 Insulin sensitivity (SI) level distribution per cohort for out-of-hospital cardiac arrest (OHCA) patients, treated with therapeutic
hypothermia (TH) using six-hour blocks for both cool and warm periods. Figure 1 Insulin sensitivity (SI) level distribution per cohort for out-of-hospital cardiac arrest (OHCA) patients, treated with therapeutic
hypothermia (TH) using six-hour blocks for both cool and warm periods. Page 4 of 8 Page 4 of 8 Sah Pri et al. Critical Care 2014, 18:586
http://ccforum.com/content/18/6/586 Figure 2 Insulin sensitivity (SI) level distribution per patient for out-of-hospital cardiac arrest (OHCA) patients, treated with therapeutic
hypothermia (TH) using six-hour blocks for both cool and warm periods. Figure 2 Insulin sensitivity (SI) level distribution per patient for out-of-hospital cardiac arrest (OHCA) patients, treated with therapeutic
hypothermia (TH) using six-hour blocks for both cool and warm periods. Results in Figure 2, Figure 3 and Table 3 are further
reflected in Table 4, which shows that SI increases for a
large proportion of patients between the six-hour blocks
over the first 36 hours of ICU stay. Table 4 also shows
that after 48 hours of treatment, only 86% of patients
show rise in SI from the first six hours. Thus, while the
general trend is obvious for increasing SI, it is not guar-
anteed for all patients. Equally, these increases decelerate
in terms of number of patients with increasing SI over
time, going from left to right in the table. SI variability analyses I
y
y
Figures 3 and 4 present the CDFs for changes in SI
(%ΔSI) for six-hourly blocks per cohort and 50% range
of SI variability per patient, respectively. Table 5 presents
the reductions between successive blocks. Cohort and per-patient variability decreases for the
first 24 hours. However, it increases across the cool to
warm transition, indicating some potential stress across
the cool to warm transition with negative reductions. The decreasing trend returns for all subsequent blocks. The results suggest that %ΔSI decreases per cohort and
per patient are statistically significant (P <0.05) for the
first 36 hours in both cases. SI level analyses Table 3 Increasing cohort and per-patient median SI
during cool and warm periods as per six-hour blocks of
data, where the P values compare successive six-hour
blocks as shown in the first column for both the overall
cohort and per-patient median values
SI level
Cohort analysis
Per-patient analysis
analysis
% SI median
increase
P value
% SI median
increase
P value
(6-hr blocks)
Block 1–2 (C)
35.1
<0.05
26.4
<0.05
(0–6 vs. 6–12 hr)
Block 2–3 (C)
19.2
<0.05
31.1
<0.05
(6–12 vs. 12–18 hr)
Block 3–4 (C)
31.8
<0.05
42.4
<0.05
(12–18 vs. 18–24 hr)
Block 4–5 (C-W)
23.4
<0.05
18.3
<0.05
(18–24 vs. 24–30 hr)
Block 5–6 (W)
23.9
<0.05
23.2
<0.05
(24–30 vs. 30–36 hr)
Block 6–7 (W)
13.1
0.06
15.8
0.2
(30–36 vs. 36–42 hr)
Block 7–8 (W)
4.4
0.4
3.2
0.5
(36–42 vs. 42–48 hr)
P values are calculated using Wilcoxon rank-sum test. SI, insulin sensitivity
metric (model-based). Table 3 Increasing cohort and per-patient median SI
during cool and warm periods as per six-hour blocks of
data, where the P values compare successive six-hour
blocks as shown in the first column for both the overall
cohort and per-patient median values Insulin sensitivity level The SI level results for both per-cohort and per-patient
analysis suggest that OHCA patients undergoing TH
treatment have significantly lower SI during the earlier Page 5 of 8 Sah Pri et al. Critical Care 2014, 18:586
http://ccforum.com/content/18/6/586 Figure 3 Insulin sensitivity variability distribution (%ΔSI) per cohort for out-of-hospital cardiac arrest (OHCA) patients, treated with
therapeutic hypothermia (TH) using six-hour blocks for both cool and warm periods. Figure 3 Insulin sensitivity variability distribution (%ΔSI) per cohort for out-of-hospital cardiac arrest (OHCA) patients, treated with
therapeutic hypothermia (TH) using six-hour blocks for both cool and warm periods. However, the cool to warm transition at 24 hours shows
an increase in variability likely due to the change of
physiological conditions as body temperature increases
from cool to warm between 18 and 36 hours. The lower
decrease in SI variability after the 36th hour onward
suggests that the patients’ metabolic condition has im-
proved and become more stable. cool period on day 1 than the later warm period on day 2. Both results determine the general trend for overall in-
creasing SI level for critically ill patients over time and are
consistent with other ICU studies [14,27]. Further analysis
shows that the increase in SI level during the first 36 hours
are large and statistically significant for this cohort. The
rapid increases in SI level for the first 36 hours is likely
due to significant restart of human physiological systems
and metabolic activities for these patients [13]. After
36 hours, the rapid SI increase abates as the patients’
metabolism improves and becomes more stable. Further
analysis
and
comparison
of
SI
variability
between general ICU patients [14] and OHCA patients
treated with TH shows that the main difference between
them is the SI variability increase during the cool to warm
transition period for the latter cohort. These SI variability
results do not follow the same trend with other general
ICU studies by Pretty et al. [14], and it is a unique finding
for this cohort that could significantly impact glycaemic
control and safety from hypoglycaemia. Insulin sensitivity variability Both per-cohort and per-patient analysis suggest that
OHCA patients undergoing TH treatment have high
initial variability that decreases over the first 36 hours. Table 4 Proportion of patients for whom median insulin sensitivity increases between the blocks indicated in the row
and columns
6 -12 hr
12-18 hr
18-24 hr
24-30 hr
30-36 hr
36-42 hr
42-48 hr
0 – 6 hr
0.72
0.74
0.79
0.83
0.84
0.85
0.86
6 – 12 hr
0.66
0.72
0.74
0.76
0.82
0.82
12 – 18 hr
0.69
0.70
0.75
0.79
0.79
18 – 24 hr
0.66
0.65
0.70
0.72
24 – 30 hr
0.64
0.68
0.66
30 – 36 hr
0.58
0.61
36 – 42 hr
0.52 patients for whom median insulin sensitivity increases between the blocks indicated in the row Table 4 Proportion of patients for whom median insulin sensitivity increases between the blocks
and columns 4 Proportion of patients for whom median insulin sensitivity increases between the blocks indicat
l Page 6 of 8 Sah Pri et al. Critical Care 2014, 18:586
http://ccforum.com/content/18/6/586 Figure 4 Per-patient 50% range of SI variability distribution of out-of-hospital cardiac arrest (OHCA) patients, treated with therapeutic
hypothermia (TH) using six-hour blocks for both cool and warm periods. Figure 4 Per-patient 50% range of SI variability distribution of out-of-hospital cardiac arrest (OHCA) patients, treated with therapeutic
hypothermia (TH) using six-hour blocks for both cool and warm periods. Implications for glycaemic control
Clinically, these results have significant implications for
managing glycaemia. Increased SI variability leads to
increased variability in BG level for a given insulin inter-
vention [11]. With low and variable insulin sensitivity,
glycaemic levels might appear to remain unchanged and
difficult to control effectively with exogenous insulin. This situation may result in increased glycaemic variabil-
ity as well as an increased risk of hyperglycaemia and
hypoglycaemia during the first 36 hours of treatment
due to greater hour-to-hour SI variability with increased
insulin resistance [17]. Thus, since glycaemic variability
and hypoglycaemia are independent risk factors for the
critically ill, it is important to understand and manage
these patient-specific dynamics, especially those unique
to a cohort, when implementing glycaemic control. This
outcome is particularly important when OHCA patients
transition from cool to warm. These results may also
generalise to other areas where glycaemic control is
applied to hypothermic patients, such as in the operating
theatre. P values are calculated using the Kolmogorov-Smirnov test. SI, insulin sensitivity
metric (model-based); IQR, interquartile range. Conclusions This study analyses the metabolic evolution of OHCA
patients treated with TH. These analyses characterise the
metabolic impact of TH treatment on the level and vari-
ability of insulin sensitivity to inform control. Key messages Key messages increased variability would trade off a reduced risk of
hypoglycaemia against increased hyperglycaemia. Ultim-
ately, the preferred method for any unit may be influenced
by practical considerations, such as clinical workload. OCHA patients treated with TH have significantly
lower and highly variable SI during the first 24 hours
of the cool period, compared to the later warm
period in their ICU stay. Competing interests The authors declare that they have no competing interests. Abbreviations %ΔSI: hour-to-hour percentage changes in insulin sensitivity; BG: blood
glucose; CDF: cumulative distribution function; ICU: intensive care unit;
IQR: interquartile range; KS: Kolmogorov-Smirnov (test); OHCA: out-of-hospital
cardiac arrest; SI: insulin sensitivity metric (model-based); SPRINT: specialized
relative insulin and nutrition titration; TH: therapeutic hypothermia. Limitations There is an overall trend of increasing SI over the
first 36 hours, both per-cohort and per-patient
results. The parameters used in the glucose insulin system model
are based on general ICU patients with normal body
temperature conditions. Thus, the insulin sensitivity values
derived during the cool period could be biased by model-
ling errors or unmodelled effects. However, as noted previ-
ously, the validity and independence of this patient-specific
parameter has been validated using data from clinically
matched cohorts and has been shown to correlate well in
gold-standard insulin sensitivity tests. SI variability decreases consistently over time, except
for a large, statistically significant increase during
the cool to warm transition at 24 hours. This increase requires special consideration for
glycaemic control as it increases risk of
hypoglycaemia, BG variability and thus mortality. Insulin sensitivity variability is a key contributor to gly-
caemic variability. Sechterberger et al. [28] showed an as-
sociation between high glycaemic variability and mortality
is not present in diabetic cohorts. Thus, a subgroup ana-
lysis of diabetic OHCA patients in this study would be
very interesting. However, only 26 of 200 (13%) OHCA
patients in this study had previously diagnosed diabetes
(Table 1), which is too few to enable a reliable analysis
with these methods. Additionally, in this particular cohort,
undiagnosed diabetes or impaired glucose regulation [29]
may confound such a subgroup. Authors’ contributions ASP processed raw patient data from conventional spreadsheet into Matlab
format, prepared statistical analysis and summarized results for interpretation. ASP, JGC, CGP, SP, and TD drafted the manuscript, performed analysis and
interpretation of the data and critical revision of the manuscript for
important intellectual content. GS provided clinical insight and supervised
the acquisition of clinical data from Christchurch ICU patients. JCP, FT, JLV
and MO provided clinical insight and supervised the acquisition of clinical
data from Erasme and Lausanne ICU patients. All authors read and approved
the final draft of the manuscript. Author details
1 1Centre for Bio-Engineering, Department of Mechanical Engineering, University of
Canterbury, 20 Kirkwood Avenue, Christchurch 8140, New Zealand. 2Department
of Intensive Care, Christchurch Hospital, Riccarton Avenue, Christchurch 8140, New
Zealand. 3Department of Intensive Care, Erasme University Hospital (CUB),
University of Brussels, Route de Lennik 808, 1070 Brussels, Belgium. 4Department
of Intensive Care, Lausanne University Hospital (CHUV), Rue du Bugnon 46, 1011
Lausanne, Switzerland. 5Cardiovascular Research Center, Universite de Liege, Allée
du 6 Août 17, B4000 Liege, Belgium. Two main conclusions are drawn as a result for these
cohorts. i) SI level is much lower during TH and consistently
increases over time, during both cool and warm
periods. ii) Insulin sensitivity is more variable during the cool
period and shows contrasting behaviour during the
cool to warm transition period between 18 and
30 hours, which indicates that there are major
changes in physiology and metabolic conditions
between cool and warm as influenced by human
body temperature. Otherwise, it decreases over time. Received: 25 May 2014 Accepted: 10 October 2014 Received: 25 May 2014 Accepted: 10 October 2014 Insulin sensitivity variability Table 5 Reductions in the interquartile range and median
SI per patient range of hour-to-hour percentage SI change
over time during cool and warm periods as per six-hour
blocks of data, where the P values compare successive
six-hour blocks as shown in the first column for both the
overall cohort and per-patient median values
SI variability
Cohort analysis
Per-patient analysis
analysis
% reduction
of IQR
P value
% median
decrease
P value
[6-hr blocks]
Block 1–2 (C)
11.1
<0.05
33.6
<0.05
(0–6 vs. 6–12 hr)
Block 2–3 (C)
20.7
<0.05
15.8
<0.05
(6–12 vs. 12–18 hr)
Block 3–4 (C)
14.4
<0.05
22.6
<0.05
(12–18 vs. 18–24 hr)
Block 4–5 (C-W)
−19.7
<0.05
−14.9
<0.05
(18–24 vs. 24–30 hr)
Block 5–6 (W)
23.1
<0.05
26.4
0.05
(24–30 vs. 30–36 hr)
Block 6–7 (W)
4.6
<0.05
0.8
0.05
(30–36 vs. 36–42 hr)
Block 7–8 (W)
13.0
0.08
17.1
0.06
(36–42 vs. 42–48 hr)
P values are calculated using the Kolmogorov-Smirnov test. SI, insulin sensitivity
metric (model-based); IQR, interquartile range. Table 5 Reductions in the interquartile range and median
SI per patient range of hour-to-hour percentage SI change
over time during cool and warm periods as per six-hour
blocks of data, where the P values compare successive
six-hour blocks as shown in the first column for both the
overall cohort and per-patient median values There are several ways that this low and variable insulin
sensitivity could be managed during glycaemic control. Re-
ducing exogenous insulin doses, coupled with modulation
of the glucose content of nutrition would diminish the im-
pact of sudden changes of insulin sensitivity on glycaemic
outcome. Equally, increased BG measurement frequency
could improve control and reduce glycaemic variability. Accepting higher glycaemic targets during periods of Page 7 of 8 Page 7 of 8 Sah Pri et al. Critical Care 2014, 18:586
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variability in out-of-hospital cardiac arrest (OHCA) patients treated with
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Desaive T: Variability of insulin sensitivity during the first 4 days of
critical illness: implications for tight glycemic control. Ann Intensive Care
2012, 2:17. 15. Eisenburger P, Sterz F, Holzer M, Zeiner A, Scheinecker W, Havel C, Losert H:
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Eggimann P, Vincent JL, Taccone FS, Oddo M: Increased blood glucose
variability during therapeutic hypothermia and outcome after cardiac
arrest. Crit Care Med 2011, 39:2225–2231. 18. Hayashi N: Management of pitfalls for the successful clinical use of
hypothermia treatment. J Neurotrauma 2009, 26:445–453. 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 19. Chase JG, Suhaimi F, Penning S, Preiser JC, Le Compte AJ, Lin J, Pretty CG,
Shaw GM, Moorhead KT, Desaive T: Validation of a model-based virtual
trials method for tight glycemic control in intensive care. Biomed Eng Online
2010, 9:84. 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:
• 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: 20. Evans A, Shaw GM, Le Compte A, Tan CS, Ward L, Steel J, Pretty CG,
Pfeifer L, Penning S, Suhaimi F, Signal M, Desaive T, Chase JG: Pilot proof of
concept clinical trials of Stochastic Targeted (STAR) glycemic control. Ann Intensive Care 2011, 1:38. References • Convenient online submission 21. Lin J, Razak NN, Pretty CG, Le Compte A, Docherty P, Parente JD, Shaw GM,
Hann CE, Geoffrey Chase J: A physiological Intensive Control Insulin-
Nutrition-Glucose (ICING) model validated in critically ill patients. Comput Methods Programs Biomed 2011, 102:192–205. 22. McAuley KA, Berkeley JE, Docherty PD, Lotz TF, Te Morenga LA, Shaw GM,
Williams SM, Chase JG, Mann JI: The dynamic insulin sensitivity and
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COVID-19 Pandemic: A Neurological Perspective
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Open Access Review
Article Open Access Review
Article Abstract Even though severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been observed
to principally affect the respiratory system, neurological involvements have already been
reported in some published work. We have reviewed original articles, case reports, and existing
open-source data-sets to delineate the spectrum of neurological disorders potentially observed
in SARS-CoV-2 positive cases. Neurological involvement in coronavirus disease 2019 (COVID-
19) corresponds to three situations: (a) neurological manifestations of viral infection, (b) post-
infective neurological complications, and (c) infection in patients with neurological co-
morbidity. Neurological manifestations can further be subdivided into the central nervous
system (headache, dizziness, alteration of the sensorium, ataxia encephalitis, stroke, and
seizures) and peripheral nervous system (skeletal muscle injury and peripheral nerve
involvement including hyposmia and hypogeusia) symptomatology. Post-infective neurological
complications include demyelinating conditions. Reduced mobility and dementia as co-
morbidities may predispose a patient to have a viral infection. It is concluded that the pandemic
of COVID-19 presents for a neurologist some unique challenges. We observe that SARS-CoV-2
may have various neurological manifestations and in many cases, neurological features may
precede typical respiratory symptoms. Categories: Neurology, Infectious Disease
Keywords: covid-19, neurological manifestations, viral infection COVID-19 Pandemic: A Neurological
Perspective Durjoy Lahiri , Alfredo Ardila
1
2 1. Neurology, Institute of Post Graduate Medical Education & Research, Kolkata, IND 2. Neuropsychology, I.M. Sechenov First Moscow State Medical University, Moscow, RUS Corresponding author: Alfredo Ardila, ardilaalfredo@gmail.com Introduction And Background Coronavirus disease 2019 (COVID-19) has been declared a pandemic on the 11th of March,
2020 by the World Health Organization. The epicenter of this pandemic has shifted in quick
succession from China to Europe to the United States of America in a matter of weeks. Since the
middle of March 2020, South-east Asia has also seen a rise in the number of affected persons
and it remains to be seen if there will be another twist in the story of this pandemic. One of the
essential weapons to fight a pandemic of this stature is to gather as much knowledge as possible
about the transmission dynamics and clinical manifestations while the quest for an effective
vaccine keeps continuing. Received 04/14/2020
Review began 04/20/2020
Review ended 04/21/2020
Published 04/29/2020 DOI: 10.7759/cureus.7889 COVID-19 Pandemic: A Neurological
Perspective Lahiri et al. This is an open access
article distributed under the terms of
the Creative Commons Attribution
License CC-BY 4.0., which permits
unrestricted use, distribution, and
reproduction in any medium, provided
the original author and source are
credited. Received 04/14/2020
Review began 04/20/2020
Review ended 04/21/2020
Published 04/29/2020 Mechanism of neuro-invasion The putative mechanisms described to explain the neuro-invasion by a coronavirus (and one
similar another RNA virus, influenza A) are hematogenous spread and retrograde axonal
transport [1-4]. However, in light of contemporary evidence, some of the other possible routes
of neuroinvasion by the SARS-CoV-2 deserve to be mentioned. Direct viral invasion of the brain
leading to clinical encephalitis has been suspected after the treatment team of Beijing Ditan
Hospital confirmed the presence of SARS-CoV-2 in the cerebrospinal fluid (CSF) of patients
with COVID-19 by genome sequencing [5]. COVID-19 is widely known to cause respiratory
insufficiency, and therefore, hypoxia needs to be considered among the major putative
mechanisms of brain injury [6]. Cytokine storm, which is a well known immune reaction of this
particular viral infection, may lead to inflammation and injury of the central nervous system
(CNS) tissue. This idea is further supported by the observation that interleukin (IL)-6, an
important member of the cytokine storm, is positively correlated with the severity of COVID-19
symptoms [7]. The affinity of the viral particle towards angiotensin-converting enzyme-2 (ACE-
2), a cardio-cerebral vascular protection factor, has been in discussion in recent papers [8]. The
expression of ACE-2 in the nervous system and skeletal muscles can indeed explain some of the
neurological features reported so far. It has been postulated that the viral attachment to the
ACE-2 at the level of the blood-brain barrier may jeopardize the protective mechanism
surrounding the encephalon, giving way to viral encephalitis. In a similar vein, spinal cord
membranes expressing ACE-2 can culminate into myelitis-like features following SARS-CoV-2
infection. Concern has also been raised that the viral particles binding to ACE-2 in cerebral
blood vessels may actually raise the luminal pressure of those vessels leading to intracerebral
hemorrhage [9]. Thus there are multiple mechanisms elaborated so far in the available
literature that can explain the observed as well as anticipated neurological features of this
ailment. Classification and features of neurological involvement Early data on COVID-19 suggest neurological involvement in a variable percentage of cases
with particular expression in more severe patients [10]. Neurological involvement in COVID-19
can be discussed in three sections: (1) neurological features of viral infection, (2) post-infective
neurological complications, (3) infection in patients with neurological co-morbidity. Another
issue that deserves to be mentioned is the precautions to be taken for neurologically ill patients
who require immunosuppressive agents. The latter group mostly consists of multiple sclerosis,
myasthenia gravis, and autoimmune encephalitis. © Copyright 2020 Even though severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been observed
to mainly affect the respiratory system, neurological involvements have already been reported
in some published work. Several medical news bulletins, blogs, and articles across the globe
have also raised concerns about brain invasion by this particular strain of coronavirus. This is
actually not surprising given our previous experience of neuro-invasion by severe acute
respiratory syndrome coronavirus (SARS-CoV) and the Middle East respiratory syndrome-
related coronavirus (MERS-CoV). The body of literature on neurological aspects of SARS-CoV-2 Lahiri et al. This is an open access
article distributed under the terms of
the Creative Commons Attribution
License CC-BY 4.0., which permits
unrestricted use, distribution, and
reproduction in any medium, provided
the original author and source are
credited. How to cite this article
Lahiri D, Ardila A (April 29, 2020) COVID-19 Pandemic: A Neurological Perspective. Cureus 12(4): e7889. DOI 10.7759/cureus.7889 is small but growing. However, we believe, an organized summary of the available information
at this point would be indispensable to neurologists across the globe. Being well informed about
the neurological presentations would not only help them have a high index of clinical suspicion
but also take necessary precautions. Therefore, a brief literature review along with a critical
appraisal of the evidence gathered so far is presented here from the perspective of a
neurologist. In the present paper, we have reviewed the recently published or pre-print original articles, case
reports, and existing open-source data-sets in order to delineate the spectrum of neurological
disorders in SARS-CoV-2 positive cases. 2020 Lahiri et al. Cureus 12(4): e7889. DOI 10.7759/cureus.7889 Therefore, neurologist needs to
pay attention and analyze even a simple symptom such as headache in a known COVID-19
case, especially if the headache is out of proportion to rise in temperature and is associated
with certain other features such as vomiting and altered sensorium. Another noteworthy observation is the occurrence of cerebrovascular events (CVE) associated
with this ailment. The initial retrospective case series study from Wuhan, China, reported that
5.7% (5/76) of the cases showing neurological involvement could be attributed to acute CVE
[10]. Notably, four cases had an ischemic stroke, while cerebral hemorrhage was found in a
single patient who died later on. Another recent paper from the same center, which analyzed
221 participants, elaborates that 5.88% (13/221) cases had some sort of new-onset CVE [16]. The majority of them presented acute ischemic stroke (11 patients), while hemorrhagic stroke
(one patient) and cerebral venous sinus thrombosis (one patient) were also found but
uncommonly. Therefore, thrombotic manifestations were way more frequent than hemorrhage. This observation may possibly be linked to the finding that patients with CVE were more likely
to have enhanced inflammatory response as reflected in their C-reactive protein (CRP) and D-
dimer levels. It is within the realm of possibilities that the viral infection may have given way to
an inflammatory storm that ultimately culminated in accelerated thrombosis. The term
"accelerated thrombosis" seems more meaningful if seen in the context of another finding in
this particular retrospective study. Patients with CVE were not only significantly older than
those without CVE but also were more likely to have pre-existent vascular risk factors. This
observation is particularly relevant in the Indian scenario because vascular risk factors are
common in the population, and so is the incidence of stroke. Moreover, any viral infection in a
stroke patient not only delays recovery but also may actually worsen the neurological deficit,
the latter being sometimes attributed to hemorrhagic transformation. The mortality rate was
indeed found to be higher in COVID-19 stroke patients, with 38% indicating a worse prognosis
in this group of patients. The above discussion brings out the two-way relationship between
COVID-19 and stroke, which a neurologist has to bear in mind while attending patients in
these difficult circumstances. The issue becomes more complicated when one considers treating
a patient with ischemic stroke in the background of coronavirus infection. Neurological features of viral invasion Neurological manifestations of viral infection reported so far can further be subdivided into
CNS and peripheral nervous system (PNS) features. CNS features include headache, dizziness,
ataxia, alteration of sensorium, encephalitis, stroke, and seizures, while PNS features mostly 2020 Lahiri et al. Cureus 12(4): e7889. DOI 10.7759/cureus.7889 2 of 9 2020 Lahiri et al. Cureus 12(4): e7889. DOI 10.7759/cureus.7889 refer to skeletal muscle injury and peripheral nerve involvement in the form of hyposmia and
hypogeusia. Headache can be a symptom of viral infection and usually remains associated with fever. Studies have reported an incidence of headaches ranging from 6 to 13% in COVID-19 cases [10-
13]. However, concerns have already been raised in recent correspondence if this particular
symptom is a manifestation of viral meningitis or, for that matter, encephalitis, which may
reveal itself subsequently in the form of drowsiness and seizures. Japanese colleagues shared
their recent experience in dealing with a young male patient without any contact or travel
history who presented features of meningitis before being diagnosed with the infection of
SARS-CoV-2 [14]. The issue becomes more substantial as one considers the report of virus
detection in CSF of a COVID-19 patient. Another very recent report describes the occurrence of
acute hemorrhagic necrotizing encephalopathy in COVID-19 patient [15]. In this particular
case, however, the CSF examination for SARS-CoV-2 was not carried out, although bacterial
culture and tests for other viruses were essentially negative. Therefore, neurologist needs to
pay attention and analyze even a simple symptom such as headache in a known COVID-19
case, especially if the headache is out of proportion to rise in temperature and is associated
with certain other features such as vomiting and altered sensorium. Headache can be a symptom of viral infection and usually remains associated with fever. Studies have reported an incidence of headaches ranging from 6 to 13% in COVID-19 cases [10-
13]. However, concerns have already been raised in recent correspondence if this particular
symptom is a manifestation of viral meningitis or, for that matter, encephalitis, which may
reveal itself subsequently in the form of drowsiness and seizures. Japanese colleagues shared
their recent experience in dealing with a young male patient without any contact or travel
history who presented features of meningitis before being diagnosed with the infection of
SARS-CoV-2 [14]. The issue becomes more substantial as one considers the report of virus
detection in CSF of a COVID-19 patient. Another very recent report describes the occurrence of
acute hemorrhagic necrotizing encephalopathy in COVID-19 patient [15]. In this particular
case, however, the CSF examination for SARS-CoV-2 was not carried out, although bacterial
culture and tests for other viruses were essentially negative. (addressed to their US colleagues) mentions the importance of recognizing poorly defined
neurological features in confirmed as well as presumptive cases of COVID-19. Among these
symptoms, altered sensorium indeed has drawn the attention of the neurologists mostly
because it delays diagnostic procedures as the virus is widely known to be a respiratory
pathogen. A detailed look at the description of a single case of encephalopathy in association
with COVID-19 reveals that an altered level of consciousness may precede typical respiratory
symptoms by days [17]. Given the transmission dynamics of the infection, this information is
extremely important as health care providers at the emergency department may get inadvertent
exposure while handling patients with altered sensorium. In a consecutive series of COVID-19
related acute respiratory distress syndrome (ARDS) patients (n=58) reported from France,
altered consciousness, including agitation and confusion, has been documented in more than
two-thirds of the cases. Additionally, 67% of the recruited patients in this study had prominent
cortico-spinal signs [18]. In this context, telephonic conversation with the physician in charge
of an infectious disease hospital in Kolkata (India) reveals that headache is more of a
generalized symptom in both old and young patients, while delirium is a frequent presentation
among the elderly. The hospital presently is catering to more than 60 confirmed cases of
COVID-19, while around 250 presumptive cases are in isolation. In the Wuhan study, ataxia was found in only one patient, although a detailed description or
anatomical substrate of this particular symptom was not available in this paper [10]. We at our
center recently encountered a 72-year-old man presenting with acute onset cerebellar ataxia
followed by encephalopathy, who was finally diagnosed with SARS-CoV-2 induced pneumonia. Notably, in our patient neurological manifestation preceded respiratory features by days. The association of seizure and COVID-19 can be multi-faceted. An early report suggested a
very low incidence (0.5%) of seizure disorder [10]. However, as numbers start growing across
the globe, this issue is anticipated to become a non-negligible one. Firstly, a seizure may be a
manifestation of viral invasion into the CNS. Secondly, this particular infection is known to
cause fatal pneumonia that gives way to severe hypoxemia, which may result in brain injury
and seizures thereof. Metabolic perturbations and septic encephalopathy are some of the other
concerns that need to be taken care of while attending a patient with seizure. The application of
antiplatelets and anticoagulants is tricky because the virus is known to cause prominent
respiratory involvement, and according to some authors, the involvement of the nervous
system may be partly responsible for respiratory impairment. Impaired consciousness has so far been reported in 7.5% hospitalized patients of COVID-19
[10]. Severely affected patients are more likely to present impaired consciousness. There can be
multiple underlying reasons for a patient with COVID-19 to present with altered sensorium,
which include viral encephalitis, metabolic perturbation, infectious toxic encephalopathy,
seizures with post-ictal confusion, and stroke (either strategic area involvement or large lesion
with edema). A recent document, (published in Neurology Today Online) by Italian neurologists 2020 Lahiri et al. Cureus 12(4): e7889. DOI 10.7759/cureus.7889 3 of 9 2020 Lahiri et al. Cureus 12(4): e7889. DOI 10.7759/cureus.7889 Post-infective neurological complications With more number of patients recovering from the SARS-CoV-2 infection, it is imperative that
post-infective complications would draw attention with time. CNS demyelinations have been
documented previously following coronavirus infection [20]. An early report of Guillain-Barre
syndrome (GBS) is available from China, although there is a concern regarding the causality in
this particular case [21]. The patient developed typical symptoms of SARS-CoV-2 infection after
seven days of hospitalization for GBS. Retrospective analysis, however, supports that she might
have been harboring the infection since the beginning, as reflected in her blood counts
(lymphocytopenia and thrombocytopenia). The authors duly speculate that the initial
symptoms may have been too mild to be detected in this patient (as fever is present in less than
half of the cases during the initial phase). A very recent correspondence describes five cases of
GBS collected from three hospitals of northern Italy among 100 to 1200 cases of SARS-CoV-2
infection over three weeks [21]. Three of these cases fit criteria for the axonal variant of GBS,
while the remaining two had prolonged distal latencies suggesting demyelinating neuropathy. Although each of these cases had a usual latency of five to ten days before the onset of
neurological symptoms, one of the patients, similar to the previous one reported from China,
was found negative on viral reverse transcription-polymerase chain reaction (RT-PCR) at the
outset only to be detected positive subsequently. This observation is ominous because of two
reasons: (1) there is a chance of inadvertent exposure to the infectious virus in the neurology
ward both for attending health care staffs and other patients; (2) GBS is a disorder known to
rapidly affect respiratory muscles particularly if bulbar involvement sets in which can cause
sudden poorly explained worsening of a patient's status if the diagnosis of COVID-19 has not
already been established. Another report from China describes a case of acute myelitis, possibly affecting the cervical
spinal cord, as evidenced by the clinical features, in a known patient of SARS-CoV-2 infection
[22]. In this particular description also the neurological symptoms were co-incident with the
febrile period of the illness pointing towards para-infectious demyelination rather than post-
infective complication in true sense. Lymphocytopenia accompanied by raised markers of
inflammation (CRP and procalcitonin) was documented by the treating physicians. The patient
received anti-viral therapy along with immune-suppressive and recovered from his limb
weakness. Further studies will be required to elucidate the mechanisms underlying skeletal muscle injury
in COVID-19. It has been reported that hypogeusia, as well as hyposmia, are fairly consistent symptoms of
SARS-CoV-2 infection [10, 19]. Hypoplasia has also been reported but infrequently. These are
all categorized as manifestations of peripheral nerve involvement, while another reported
feature is neuralgia. However, noteworthy is that the olfactory nerve is considered part of the
CNS, and hyposmia may actually be a reflection of olfactory bulb involvement rather than
peripheral neuropathy. Similarly, hypoplasia, if due to optic neuropathy, may reflect CNS
manifestation because optic nerve, as per classical teaching, is an extension of the brain. Post-infective neurological complications Although the literature is scarce at this point in time, the idea that SARS-CoV-2 can
cause para-/post-infective complications affecting the neuroaxis at different levels seems
realistic, and supposedly patients with the inflammatory storm will be more likely to manifest
this. Additionally, since about 10% of hospitalized patients need assistance in intensive care
wards, neurological monitoring must also be aimed at verifying the onset of the so-called
"critical illness neuro-myopathy" type PNS problems. These issues are known to delay weaning
from ventilation and pose a significant burden on the health care delivery system. The latter causes
belong to the so-called group of "acute symptomatic seizure". Thirdly, known epileptic patients
with COVID-19 may experience increased frequency and severity of seizures, particularly
because of threshold lowering that remains associated with fever. A patient (mentioned above)
with the encephalopathic presentation of COVID-19 had underlying gliosis in the right
temporal region resulting from an old embolic stroke. He received prophylactic antiepileptic
given the probability of subclinical seizures in the background of a structural brain lesion
[17]. Seizures supposedly would complicate the clinical situation by the agency of skeletal
muscle injury, which is already a well-known manifestation of the disease. The fact that
neurological complications are more frequent in severely ill patients and also cardiovascular
risk factors are predictors of severity, the drug interaction potential of several antiepileptic
drugs would deserve attention in such clinical situations. Therefore from a neurologist's
perspective, seizure in a COVID-19 patient will have some important implications both from
diagnostic as well as therapeutic perspectives. Symptoms of skeletal muscle damage often associated with liver and kidney involvement have
already been noted. The reported incidence is 10.7%, and like other neurological features, this
one is also associated with a severe form of the illness [10]. It can be speculated that patients
with pre-existing renal or hepatic impairment will be highly vulnerable to develop features of
multi-organ failure in the backdrop of skeletal muscle injury. Muscle enzymes, including
creatine kinase and lactate dehydrogenase (LDH), are seen to be highly elevated in the
symptomatic patients - an observation that confirms muscle membrane damage. The exact
mechanism of muscle damage, however, has not been established. Possibilities include viral
muscle invasion through ACE-2 receptor tropism and immune-mediated muscle fiber damage. 2020 Lahiri et al. Cureus 12(4): e7889. DOI 10.7759/cureus.7889 4 of 9 The data so far on COVID-19 reveals that old age,
as well as immune-dysregulated subjects, are more likely not only to acquire the infection but
also to manifest increased severity. Therefore, similar to the oncology ward, patients in the
neurology ward admitted receiving cyclic immunosuppressive drugs need attention. Appropriate caution has to be practiced while dealing with such cases both from the part of the
neurologist as well as the patient's relatives. A recent article on this topic recommends that the
benefits of continuing immunotherapy in patients with multiple sclerosis (MS) and related Contemporary neurology has seen wide use of immune-suppressive agents to combat several
disorders of both CNS and PNS. The prototypical among these disorders is multiple sclerosis
that calls for long term immunosuppression. The data so far on COVID-19 reveals that old age,
as well as immune-dysregulated subjects, are more likely not only to acquire the infection but
also to manifest increased severity. Therefore, similar to the oncology ward, patients in the
neurology ward admitted receiving cyclic immunosuppressive drugs need attention. A
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f h Patients with neurological co-morbidity During this hour of the pandemic, another group of patients will deserve the attention of 2020 Lahiri et al. Cureus 12(4): e7889. DOI 10.7759/cureus.7889 5 of 9 2020 Lahiri et al. Cureus 12(4): e7889. DOI 10.7759/cureus.7889 neurologists. This group comprises of neurologically ill patients who have already been in
follow-up for some time. The need for different groups of patients will vary according to the
nature of their illness. Data is insufficient at this point in time to conclude if chronic neurology
patients are more predisposed to acquire infection. However, patients with reduced mobility
and those on immune-suppression therapy may be anticipated to be more susceptible to
infection. Recent correspondence has already discussed the challenges that will be faced by dementia
patients during this period of social distancing and home isolation [23]. Obviously the crisis will
be more for those subjects who depend on others for daily life activities. The situation will be
similar for patients with prominent motor problems. Due to their restricted mobility, social
distancing is supposed to affect them for worse. Reduced mobility and dementia may also
predispose a patient to have a viral infection. So once again, the association becomes two-way. Contemporary neurology has seen wide use of immune-suppressive agents to combat several
disorders of both CNS and PNS. The prototypical among these disorders is multiple sclerosis
that calls for long term immunosuppression. The data so far on COVID-19 reveals that old age,
as well as immune-dysregulated subjects, are more likely not only to acquire the infection but
also to manifest increased severity. Therefore, similar to the oncology ward, patients in the
neurology ward admitted receiving cyclic immunosuppressive drugs need attention. Appropriate caution has to be practiced while dealing with such cases both from the part of the
neurologist as well as the patient's relatives. A recent article on this topic recommends that the
benefits of continuing immunotherapy in patients with multiple sclerosis (MS) and related
disorders may outweigh the risks of medication withdrawal in the apprehension of COVID-19. This is particularly because most infections, as in the general population, are anticipated to be
mild an2d self-limiting. However, the authors emphasize the need for individualized decision-
making in such circumstances because one size" may not fit all, and some of the patients may
land up in severe infection leading to discontinuation of therapy [24]. Contemporary neurology has seen wide use of immune-suppressive agents to combat several
disorders of both CNS and PNS. The prototypical among these disorders is multiple sclerosis
that calls for long term immunosuppression. Acknowledgements We are sincerely thankful to Stefano F. Cappa (Professor of Neurology, University School for
Advanced Studies, IUSS-Pavia) and Yutaka Tanaka (Professor of Neurology, Tanaka Clinic,
Nara, Japan) for their valuable inputs in preparing the present version of the manuscript. Long term impact With the growing number in recovery from SARS-CoV-2 infection, rehabilitation issue is
supposed to become a crucial one. Personal communication with neurologists working in the
field in Italy reveals that there is early evidence for the need for rehabilitation, including
neurological aspects, in clinically recovered patients. It can be assumed that the psycho-social
effects of long term social distancing and home isolation will require adequate psychological
rehabilitation measures as the pandemic will start waning off. Since the onset of the SARS-CoV-2 outbreak, if there is one pulmonary manifestation that has
received maximum focus, it is ARDS. Evidence suggests a significant percentage of ARDS
survivors may suffer long-term cognitive impairment [25]. Several factors, including
mechanical ventilation, have been observed to cause a decline in higher brain functions
following ARDS. Acute injury to the blood-brain barrier has been implicated as the underlying
mechanism for cognitive impairment following ARDS. The effect of such injury may be
amplified if there is a pre-existing cognitive impairment that corresponds to chronic blood-
brain barrier damage. Patients with brain injury, on the other hand, have been found to
develop neurogenic pulmonary edema. Therefore, it is postulated that the so-called brain-lung
axis works both ways. The above observations are particularly relevant in the present
circumstances, given the need for mechanical ventilation in the majority of the severely
affected COVID-19 patients. As the pandemic continues to unfold, the number of people
getting off mechanical ventilation will rise, and long-term cognitive outcomes will come into
view. It can be anticipated that not only we shall witness cognitive decline lasting for months in
this group of patients, but also some of them may progress to premature onset of dementia. 2020 Lahiri et al. Cureus 12(4): e7889. DOI 10.7759/cureus.7889 6 of 9 Disclosures Conflicts of interest: In compliance with the ICMJE uniform disclosure form, all authors
declare the following: Payment/services info: All authors have declared that no financial
support was received from any organization for the submitted work. Financial relationships:
All authors have declared that they have no financial relationships at present or within the
previous three years with any organizations that might have an interest in the submitted work. Other relationships: All authors have declared that there are no other relationships or
activities that could appear to have influenced the submitted work. Over time, the need to raise awareness among the neurologists is being increasingly
recognized. The case record protocol for "First Few Cases (FFX) and their close contacts"
published by WHO has a separate column to mention the neurological findings in addition to
respiratory signs and symptoms [26]. This underlines the importance of recognizing the
neurological manifestation of the illness. A recently published guideline from China lists some
important precautionary measures that need to adapt by the neurologists to combat the
pandemic [27]. The bottom line is to have a high index of clinical suspicion, particularly when
working in an endemic zone. This will not only help early initiation of therapy but also will halt
the chain of transmission. 2020 Lahiri et al. Cureus 12(4): e7889. DOI 10.7759/cureus.7889 Conclusions The pandemic of COVID-19 presents for a neurologist some unique challenges. We observe that
SARS-CoV-2 may have various neurological manifestations, and in many cases, neurological
features may precede typical respiratory symptoms. Holistic knowledge of the spectrum of
neurological consequences of COVID-19 is important to get a hold on the spread of the virus. The most vital clinical information which we gather is that impaired consciousness may be a
presenting feature of COVID-19, and therefore, a high index of suspicion for such patients will
be the key to prevent or, at least, lessen exposure to health care providers and other
patients. With the gradual subsidence of the outbreak, it can be anticipated that several post-
infectious complications will surface up while rehabilitation measures will also deserve
attention. Adequate caution has to be practiced while managing chronic neurology patients,
particularly those requiring immune-modulator therapy since formulated guidelines are lacking
at this point. The above summary of the neurological manifestations of COVID-19 will help
neurologists have a basic preparation, which is of utmost importance to prevent horizontal
infections. References 1. Desforges M, LeCoupanec A, Dubeau P, et al.: Human coronaviruses and other respiratory
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Allatotropin: An Ancestral Myotropic Neuropeptide Involved in Feeding
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PloS one
| 2,013
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cc-by
| 9,391
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María Eugenia Alzugaray1, Mariana Laura Adami1,2, Luis Anibal Diambra3, Salvador Hernandez-Martinez4,
Cristina Damborenea2, Fernando Gabriel Noriega5, Jorge Rafael Ronderos1,3* 1 Cátedra Histología y Embriología Animal, Facultad de Ciencias Naturales y Museo; Universidad Nacional de la Plata (FCNyM -UNLP), La Plata, Argentina,
2 División Zoología Invertebrados, Facultad de Ciencias Naturales y Museo; Universidad Nacional de la Plata (FCNyM-UNLP), La Plata, Argentina, 3 Centro
Regional de Estudios Genómicos, Universidad Nacional de la Plata (CREG-UNLP), La Plata, Argentina, 4 Centro de Investigación sobre Enfermedades
Infecciosas, Instituto Nacional de Salud Pública (CISEI-INSP), Cuernavaca, Mexico, 5 Department of Biological Sciences, Florida International University,
Miami, Florida, United States of America Abstract Background: Cell-cell interactions are a basic principle for the organization of tissues and organs allowing them to
perform integrated functions and to organize themselves spatially and temporally. Peptidic molecules secreted by
neurons and epithelial cells play fundamental roles in cell-cell interactions, acting as local neuromodulators,
neurohormones, as well as endocrine and paracrine messengers. Allatotropin (AT) is a neuropeptide originally
described as a regulator of Juvenile Hormone synthesis, which plays multiple neural, endocrine and myoactive roles
in insects and other organisms. Methods: A combination of immunohistochemistry using AT-antibodies and AT-Qdot nanocrystal conjugates was
used to identify immunoreactive nerve cells containing the peptide and epithelial-muscular cells targeted by AT in
Hydra plagiodesmica. Physiological assays using AT and AT- antibodies revealed that while AT stimulated the
extrusion of the hypostome in a dose-response fashion in starved hydroids, the activity of hypostome in hydroids
challenged with food was blocked by treatments with different doses of AT-antibodies. Conclusions: AT antibodies immunolabeled nerve cells in the stalk, pedal disc, tentacles and hypostome. AT-Qdot
conjugates recognized epithelial-muscular cell in the same tissues, suggesting the existence of anatomical and
functional relationships between these two cell populations. Physiological assays indicated that the AT-like peptide is
facilitating food ingestion. Significance: Immunochemical, physiological and bioinformatics evidence advocates that AT is an ancestral
neuropeptide involved in myoregulatory activities associated with meal ingestion and digestion. Citation: Alzugaray ME, Adami ML, Diambra LA, Hernandez-Martinez S, Damborenea C, et al. (2013) Allatotropin: An Ancestral Myotropic Neuropeptide
Involved in Feeding . PLoS ONE 8(10): e77520. doi:10.1371/journal.pone.0077520 Received March 27, 2013; Accepted September 3, 2013; Published October 15, 2013 Received March 27, 2013; Accepted September 3, 2013; Published October 15, 2013 garay et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permi
ution, and reproduction in any medium, provided the original author and source are credited. Copyright: © 2013 Alzugaray et al. This is an open-access article distributed under the terms of the Creative Commons Attribu
unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Funding: This study was financed with founds from the PICT 01287 (SECyT – Argentina) and and FCNyM-UNLP(N673) Argentina. The funders had no
role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. Allatotropin: An Ancestral Myotropic Neuropeptide
Involved in Feeding María Eugenia Alzugaray1, Mariana Laura Adami1,2, Luis Anibal Diambra3, Salvador
Cristina Damborenea2, Fernando Gabriel Noriega5, Jorge Rafael Ronderos1,3* María Eugenia Alzugaray1, Mariana Laura Adami1,2, Luis Anibal Diambra3, Salvador Hernandez-Martinez4,
Cristina Damborenea2, Fernando Gabriel Noriega5, Jorge Rafael Ronderos1,3* October 2013 | Volume 8 | Issue 10 | e77520 Introduction antibodies has been shown in the phylum Placozoa, which is
probably the most ancestral group among metazoa - having no
organs or specialized tissues- [2]. Non-peptidergic messengers
such as epinephrine and norepinephrin have been found in
Porifera [3,4] and Cnidaria [5]. In addition, serotonin has been
reported in Hydrozoa, where it seems to be involved in the
onset of metamorphosis [6]. Cell-cell interactions are a basic principle for the organization
of tissues and organs allowing them to perform integrated
functions and to organize themselves spatially and temporally. Molecules involved in cell-cell recognition, as well as
intercellular messengers, appeared early on in evolution. In
fact, cellular messengers are not only present in multicellular
organisms, but are also present in unicellular eukaryotes such
as the insulin-like peptides of Tetrahymena pyriformis,
Neurospora crassa and Aspergillus fumigate [1]. The
expression of immunoreactivity against RFamide neuropeptide Cnidaria is the most ancient group of animals with
differentiated tissues, represented by close to 10,000 existing
aquatic species. They are located near the root of metazoan
evolution and are likely the first group of animals exhibiting a
nervous system [7]. In fact, two types of nerve cells have been PLOS ONE | www.plosone.org 1 October 2013 | Volume 8 | Issue 10 | e77520 1 Allatotropin: an ancestral myotropic neuropeptide (Tribolium castaneum) [50] and Lepidoptera (M. sexta) [51]. Interestingly, the detection of AT in several groups of
Protostomata but apparently not in Deuterostomata suggests
that this peptide could be a synapomorphic feature of
Protostomata. Indeed, the presence of AT in organisms that do
not undergo metamorphosis suggests that it was originally
involved in myotropic activities, the induction of the synthesis of
JHs being a secondary function [47]. As a first approach to
understand the evolutionary origin of this pleiotropic peptide,
we decided to investigate the expression of AT-like peptides in
Hydra plagiodesmica (Hydroazoa: Cnidaria). A combination of
immunohistochemistry using AT-antibodies and AT-Qdot
nanocrystal conjugates was used to identify immunoreactive
nerve cells containing the peptide and epithelial-muscular cells
targeted by AT. Physiological assays using AT and AT-
antibodies revealed that while AT stimulated the extrusion of
the hypostome in a dose-response fashion in starved hydroids,
the activity of hypostome in hydroids challenged with food was
blocked by treatments with different doses of AT-antibodies. Immunochemical, physiological and bioinformatics evidence
suggest that AT is an ancestral neuropeptide involved in
myoregulatory activities associated with meal ingestion and
digestion. Animals Hydra plagiodesmica hydroids were obtained from a colony
maintained in dechlorinated water at 20±2°C with a 12:12 hour
light/dark period. Animals were fed Artemia salina until they
were processed. For physiological experiments, specimens
were starved during the 72 hours prior to the beginning of the
experiment. All the experiments included groups of 6
individuals for each treatment. Each specimen was kept
isolated throughout the experiment. Introduction described, corresponding to sensory and motor neurons [8]. The presence of several peptidic cell messengers have been
described, suggesting that peptides were the first type of
molecules acting as neurotransmitters or neurohormones in the
course of evolution [7]. Peptides are pleiotropic molecules with a diverse range of
functions. In Hydrozoa neuropeptides induce metamorphosis
[6,9] as well as differentiation of neural stem cells to neurons
[10]. Neuropeptides in cnidarians are also associated with
regenerative processes [11-13] (for review see also 14) and
myoregulatory functions with both excitatory and inhibitory
activities [7,14-18]. Nervous and endocrine systems emerged relatively early on
in the history of animal evolution. Molecules, either acting as
messengers with similar functions or having evolved new
functions, are present in both ancestral and derived groups. For instance, peptides sharing sequence similarity with
vasopressin and endothelin, two peptides originally described
in vertebrates as potent vasoconstrictors, have been also found
in Hydrozoa associated with nerve cell differentiation [19],
developmental processes and muscle contraction [20]. Allatotropin (AT) is a peptide originally isolated from the
nervous system of the lepidopteran Manduca sexta because of
its ability to stimulate the secretion of juvenile hormone by the
corpora allata [21]. The presence of AT was later described in
numerous hemimetabolous and holometabolous insect species
[22-28]. AT has pleiotropic functions; it inhibits ion transport in
the midgut of M. sexta larvae [29], as well as it controls the
release of digestive enzymes in the midgut of Spodoptera
frugiperda
[30]. In
addition,
the
myoregulatory
and
cardioacceleratory role of AT has been demonstrated in
various insect species [31-39], where it is secreted not only by
the nervous system, but also by endocrine epithelial cells,
acting in a paracrine and endocrine manner [36-38,40,41]. Finally, it has been also proposed that AT is involved in the
control of circadian rhythms [40,42,43]. Immunohistochemistry and phalloidin labeling Allatotropin related peptides have been reported in other
phyla beyond Arthropoda. In fact, genes codifying peptides
sharing similarity with AT have been reported in the limpet
Lottia gigantea (Gastropoda: Mollusca) and in the worms
Capitella teleta (Polychaeta: Annelida) and Helobdella robusta
(Hirudinea: Annelida) [44,45]. Recently, we have demonstrated
the expression of an AT-like peptide in three species of free
living flatworms (Platyhelminthes) from different groups of
turbellaria (Catenulida, Macrostomorpha and Rhabdocoela),
where the peptide is present in neurons morphologically and
functionally associated with muscle tissues in the reproductive
and digestive systems [46,47]. In fact, in the flatworm
Mesostoma ehrenbergii (Rhabdocoela: Platyhelminthes), the
exogenous administration of AT (10-14 and 10-12 M) induced
muscular contractions, particularly in the pharynx, suggesting
that it acts as a myoregulator [47]. Hydroids were fixed in formaldehyde-phosphate buffered
saline (PBS) (4%) at 4 °C for 12 h. They were then washed in
PBS-Tween (0.05%) (PBS-T), permeabilized in Triton X-100
(1%) (24 h at 4 °C) and blocked with 3% bovine serum albumin
(BSA) for 2 h. Materials were then incubated overnight at 4°C
with a polyclonal antiserum developed against allatotropin of
the mosquito Aedes aegypti (1/500 in 3% BSA diluted in PBS-
T). The antibody recognizes A. aegypti AT with the following
sequence of amino-acids: APFRNSEMMTARGF [28]. The
specificity of antibody binding was previously demonstrated by
preadsorption with the cognate peptide, both in insect species
[36,37,52] as well as in other invertebrate groups [46,47]. Hydroids were then incubated with a FITC-labeled goat anti-
rabbit secondary antibody (Santa Cruz Biotechnology) (1/1000
in blocking-buffer) for 24 h at 4°C. To visualize the
arrangement of the epithelial-muscular cell fibers, samples
were co-incubated with a rhodamine-phalloidin solution
(Sigma–Aldrich) (1/1000) [46,47]. After every step, hydroids
were washed (3 times x 20 min) with PBS-T (0.05%). As
controls, the incubation with the primary antibody was replaced
with PBS. Specimens were mounted with Vectashield mounting The AT receptor was originally characterized in the silk moth
Bombyx
mori
(Lepidoptera:
Insecta)
as
a
seven
transmembrane domain protein pertaining to the family of the
vertebrate orexin receptors [48]. Recently, the receptor was
characterized in three additional holometabolous insect species
from different orders - Diptera (Aedes aegypti) [49]; Coleoptera PLOS ONE | www.plosone.org October 2013 | Volume 8 | Issue 10 | e77520 2 Allatotropin: an ancestral myotropic neuropeptide medium (Vector Laboratories, Burlingame, CA) and analyzed
with a Laser Scan Confocal Microscope Zeiss LSM 510 Meta. Immunohistochemistry and phalloidin labeling extruded was recorded. Data are expressed as percentage of
the control. Identification of Allatotropin receptor sequences. A
protein BLAST search was performed in GenBank using the
sequence of Manduca sexta AT- receptor. A similar search was
performed within the draft of the Hydra magnipapillata genome
(http://hydrazome.metazome.net/cgi-bin/gbrowse/hydra/). Identification of Allatotropin receptor sequences. A
protein BLAST search was performed in GenBank using the
sequence of Manduca sexta AT- receptor. A similar search was
performed within the draft of the Hydra magnipapillata genome
(http://hydrazome.metazome.net/cgi-bin/gbrowse/hydra/). Sequences sharing a minimum of 27% identity with an e-value
equal to or less than 1e-23 were then blasted against insect
species. Only those sequences that presented all the complete
transmembrane domains and shared more similitude between
them than with the sequence of the Drosophila melanogaster
fmrf-receptor (selected as outgroup) were included. A total of
22 sequences pertaining to Cnidaria, Mollusca, Arthropoda,
and Nematoda were selected (Table 1). These sequences
were aligned using the Clustal Wallis algorithm (http://
www.ebi.ac.uk/Tools/msa/clustalw2/) and further analyzed by
the JalView 2.7 [53]. A phylogram was constructed using a
Neighbor Joining method using the Blocks of Amino Acid
Substitution Matrix (BLOSUM62) [54]. Qdot-AT binding to tissues Differences between treatments were analyzed by two
sample t-test between percents analysis. Only differences
equal or less than 0.05 were considered significant. Hydroids were incubated in a solution containing Qdot-AT
conjugates for 30 mins, fixed for 12h at 4 °C in formaldehyde-
phosphate buffered saline (PBS) and examined under
microscopic at 543 nm. A similar sample was incubated, fixed
and processed for AT-antibody immunohistochemistry as
described above; allowing for the analysis of the coexistence of
cell populations being labeled with the AT-antibody and binding
Qdot-AT conjugates. As a control for the Qdot labeling, a third
group of individuals was incubated in a solution containing non-
conjugated Qdot nanocristals. To further test the specificity of
Qdot-AT recognition of the population cells, another group of
individuals was incubated with Qdot-AST-C conjugates and
processed for microscopy as described above. Quantum dot-biotinylated peptide conjugates Quantum dot nanocrystals (Qdot) conjugated to streptavidin
(1 µM) were purchased from Quantum Dot Corporation
(Hayward, CA). Their peak of emission is at 605 nm (red). Biotinylated A. aegypti AT and Allatostatin-C (AST-C) were
custom synthesized (Biopeptide, San Diego, CA). Each Qdot
crystal is conjugated to 5-10 streptavidin molecules, with a total
of 20-40 binding sites for biotin. Each biotinylated neuropeptide
stock
was
dissolved
at
0.92
mM
in
100%
DMSO
(Dimethylsulfoxide, Sigma) and stored at -70 °C. An excess of
neuropeptides (4.3 µl) was added to 10 µl of QDs, along with
58.7 µl of incubation buffer (2% BSA in 50 mM borate buffer pH
8.3 and 0.05% NaN3). The mixture was incubated for 1.5 h at
RT. To remove the excess of free peptide, Qdot-peptide
conjugates were washed five times with 0.5 ml of PBS in a
Microcon-100 concentrator (Amicon Bioseparations, Bedford,
MA, USA) at 10,000 rpm 5 min. The Qdot-peptide conjugates
were recovered in 100 µl of PBS and stored at 4 °C. Myotropic assays To analyze the myoregulatory activity of the AT-like peptide
in H. plagiodesmica, hydroids were treated with different doses
of synthetic A. aegypti allatotropin. Six sets of six hydroids
were starved for 72 hours and were individually placed in fresh
water and acclimated for 10 to 15 min. Once the experimental
specimens were acclimated, the solution was replaced with
water containing AT at concentrations ranged from 10-16 to 10-8
M. A control group did not receive peptide. The experimental
specimens were examined individually under a binocular
microscope and the state of the hypostome (hypostome
completely extruded or not) assessed at 3, 5, and 15 min. In a second series of experiments, we tested the ability of the
A. aegypti AT-antiserum to block the hypostome extrusion. Similar groups of starved hydroids were incubated with Artemia
salina in a solution containing anti-AT (1/100; 1/500; 1/1000;
1/5000 and 1/10000). Control groups did not received
antiserum. The experimental specimens were examined
individually under a binocular microscope, the position of the
hypostome was assessed at 3, 5, 15, 30 and 45 min and the
number of individuals showing the hypostome completely AT-like expression in Hydra plagiodesmica Figure 1 shows a generic scheme of a hydroid, with detailed
views of the cellular organization at different regions of the
body. The
immunohistochemical
analysis
showed
the
existence of several AT-immunoreactive cell populations
distributed throughout the hydroid body. The absence of
immunoreactivity in control suggests that the labeling is
specifically originated by recognition of an AT-like peptide
(Figure 2A and B). The simultaneous use of the AT-antibody
and phalloidin labeling demonstrated the presence of AT-like
immunoreactive nerve cells that were anatomically related with
the epithelial-muscular cells (phalloidin-labeled) present in the
stalk (Figure 2C). A magnified view showed that allatotropic-
like cells presented cytoplasmic projections running between
epithelial-muscular cells that were circularly distributed (Figure
2D). The images in Figure 3A and B represent a 3D confocal
reconstruction of the stalk’s cells; showing a detailed view of
the morphological relationship between epithelial-muscular and
nerve cell populations. Moreover, the close localization of cells
producing the peptide (nerve cells) and cells containing f-actin
filaments (epithelial-muscular cells) was shown by the co-
localization of both signals in the same area (Figure 3B and C). The presence of a similar allatotropic-like cell population was
detected in the pedal disc (Figure 3D and E). AT-Qdot labeling When
both
channels
(immunohistochemistry label in green and Qdot label in red)
were analyzed separately we could observe that motor nerve Allatotropin-like peptide myotropic activities regulating
feeding Hydroids responded to the presence of food by extruding the
hypostome to capture and ingest the prey. To analyze the
response of the hypostome epithelial-muscular cells to AT, we
studied the dose-dependent effect of AT on groups of 72 hours
starved hydroids. Our results showed that the hypostome
reacts to AT in a dose-response manner (Figure 6C). The role of AT as stimulant of hypostome activity was
confirmed by an independent set of experiments where AT-
antiserum was utilized to block the response of the hypostome
to the presence of food. The control group, which did not
receive treatment with the AT-antiserum, showed the normal
extruding behavior of the hypostome; while groups treated with
different concentrations of the AT-antiserum showed a dose-
response inhibition of hypostome activity, suggesting that the
movement of the hypostome was specifically blocked by the
antiserum (Figure 6C). AT-Qdot labeling The microscopic analysis showed that after 30 min of
incubation
AT-Qdot
conjugates
were
bound
to
H. plagiodesmica
cell
populations
expressing
putative
AT PLOS ONE | www.plosone.org October 2013 | Volume 8 | Issue 10 | e77520 3 Allatotropin: an ancestral myotropic neuropeptide Table 1. Allatotropin receptors identified in Protostomata. Table 1. Allatotropin receptors identified in Protostomata. Name
Order/Class
Phylum
Score
e-value
% identity
Accession
A. aegypti
Diptera/Insecta
Arthropoda
434
4e-146
53
AEN03789.1
T. castaneum
Coleoptera/Insecta
Arthropoda
417
2e-141
54
XP_973738.2
M. sexta
Lepidoptera/Insecta
Arthropoda
942
0.0
100
ADX66344.1
D. plexippus
Lepidoptera/Insecta
Arthropoda
604
0.0
74
ADX66344.1
B. mory
Lepidoptera/Insecta
Arthropoda
585
0.0
73
BAG68415.1
N. vitripennis
Hymenoptera/Insecta
Arthropoda
412
5e-140
55
XP_001604582.2
B. terrestris
Hymenoptera/Insecta
Arthropoda
412
2e-140
58
XP_003402490.1
B. impatients
Hymenoptera/Insecta
Arthropoda
414
2e-142
58
XP_003486747.1
A. florea
Hymenoptera/Insecta
Arthropoda
414
7e-141
52
XP_003690070.1
M. rotundata
Hymenoptera/Insecta
Arthropoda
376
2e-142
60
ADX66344.1
H. saltator
Hymenoptera/Insecta
Arthropoda
414
5e-126
54
EFN76143.1
S. gregaria
Orthoptera/Insecta
Arthropoda
407
4e-141
56
AEX08666.1
R. prolixus
Hemiptera/Insecta
Arthropoda
389
6e-135
63
Pending
C. elegans
Rhabditida/Secementea
Nematoda
146
8e-39
33
NP_493283.3
C. brenneri
Rhabditida/Secementea
Nematoda
145
2e-38
35
EGT31251.1
C. briggsae
Rhabditida/Secementea
Nematoda
132
8e-34
35
XP_002646062.1
C. teleta
Polychaeta/Capitellida
Annelida
324
9e-105
47
ELU16138.1
C. gigas
Ostreoidea/Bivalvia
Mollusca
279
6e-89
46
EKC31663.1
H. magnipapillata
Anthomedusae/Hydrozoa
Cnidaria
127
7e-33
30
XP_002163508.1
H. magnipapillata
Anthomedusae/Hydrozoa
Cnidaria
114
3e-28
28
XP_004205906.1
H. magnipapillata
Anthomedusae/Hydrozoa
Cnidaria
100
4e-23
27
XP_002159553.1
T. adherens
-----------------------------------
Placozoa
124
4e-31
27
XP_002117931.1
The table includes the score, e-value, percentage of identity and accession numbers. doi: 10.1371/journal.pone.0077520.t001 doi: 10.1371/journal.pone.0077520.t001 cells and their projections were intercalated running along
spaces among epithelial-muscular cells (Figure 5C and D). receptors. The incubation of hydroids in a solution containing
unconjugated Qdot nanocrystals did not generate a signal,
suggesting that the binding to cells is caused by the recognition
of the AT portion of the conjugated molecules. The distribution
of the cell populations that bound the AT-Qdot conjugates were
identical to those detected in the pedal disc and stalk using
phalloidin, suggesting the mioepithelial nature of these cells
(Figures 2C, 3C, D, 4A, 4B and 5A) and also showing a spatial
coincidence with AT-immunolabeled cells. Notably, the
distribution of immunolabeled populations of cells at the pedal
disk and on the stalk were different (Figure 3), forming clusters
in the pedal disk (Figure 4A and B) and groups of cells
circularly orientated in the stalk (Figure 4C and D). AT-Qdot labeling Furthermore, when hydroids were incubated with AST-C-Qdot
conjugates, the distribution of the labeled cells was clearly
different from those labeled with AT-Qdots, suggesting that
Hydra’s cells recognized specifically different peptides (Figure
4E and F). When hydroids were processed to detect both AT
immunoreactivity and AT-Qdots binding, the microscopic
analysis showed a clear concordance between the stalk cells
producing the peptide and the population of cells recognizing
the AT-Qdot conjugates (Figure 5A and B); indeed, in a
magnified view, the motor nerve cells type morphology of the
AT-like cells is evident (inset in Figure 5B). AT-Qdot conjugates
were localized inside cytoplasmic vesicles, suggesting that the
complex was internalized probably by means of AT receptor
recognition
(Figure
4D). When
both
channels
(immunohistochemistry label in green and Qdot label in red)
were analyzed separately we could observe that motor nerve receptors. The incubation of hydroids in a solution containing
unconjugated Qdot nanocrystals did not generate a signal,
suggesting that the binding to cells is caused by the recognition
of the AT portion of the conjugated molecules. The distribution
of the cell populations that bound the AT-Qdot conjugates were
identical to those detected in the pedal disc and stalk using
phalloidin, suggesting the mioepithelial nature of these cells
(Figures 2C, 3C, D, 4A, 4B and 5A) and also showing a spatial
coincidence with AT-immunolabeled cells. Notably, the
distribution of immunolabeled populations of cells at the pedal
disk and on the stalk were different (Figure 3), forming clusters
in the pedal disk (Figure 4A and B) and groups of cells
circularly orientated in the stalk (Figure 4C and D). Furthermore, when hydroids were incubated with AST-C-Qdot
conjugates, the distribution of the labeled cells was clearly
different from those labeled with AT-Qdots, suggesting that
Hydra’s cells recognized specifically different peptides (Figure
4E and F). When hydroids were processed to detect both AT
immunoreactivity and AT-Qdots binding, the microscopic
analysis showed a clear concordance between the stalk cells
producing the peptide and the population of cells recognizing
the AT-Qdot conjugates (Figure 5A and B); indeed, in a
magnified view, the motor nerve cells type morphology of the
AT-like cells is evident (inset in Figure 5B). AT-Qdot conjugates
were localized inside cytoplasmic vesicles, suggesting that the
complex was internalized probably by means of AT receptor
recognition
(Figure
4D). In silico search for allatotropin receptors in
invertebrates We identified a total of 22 sequences corresponding to
Arthropoda, Cnidaria, Nematoda, Placozoa and Mollusca that
shared significant similarity with the M. sexta AT receptor
(Table 1). The alignment of all these sequences is shown in PLOS ONE | www.plosone.org October 2013 | Volume 8 | Issue 10 | e77520 4 Allatotropin: an ancestral myotropic neuropeptide Figure 1. Schematic representation of Hydra sp. Cross sections of two regions of the hydroid body. A: hypostome. B: pedal
disk. C: detail of the nerve cells forming a net on the base of the epidermis and gastrodermis. cm: circular muscular layer formed by
the contractile extensions of the nutritive muscle cells; cn: cnidocito; eg: epithelial gland cell; ep: epithelial-muscular cell; g: mucous
and enzymatic gland cell; i: interstitial cell; lm: longitudinal muscle layer formed by the contractile extensions of the epithelial-
muscular cells; n: nerve cell and ns: neurosensory cell. doi: 10.1371/journal.pone.0077520.g001 Figure 1. Schematic representation of Hydra sp. Cross sections of two regions of the hydroid body. A: hypostome. B: pedal
disk. C: detail of the nerve cells forming a net on the base of the epidermis and gastrodermis. cm: circular muscular layer formed by
the contractile extensions of the nutritive muscle cells; cn: cnidocito; eg: epithelial gland cell; ep: epithelial-muscular cell; g: mucous
and enzymatic gland cell; i: interstitial cell; lm: longitudinal muscle layer formed by the contractile extensions of the epithelial-
muscular cells; n: nerve cell and ns: neurosensory cell. doi: 10.1371/journal.pone.0077520.g001 and Annelida species, conforming all together the bilateria
phyla represented in the tree. Non-bilateria phyla (i.e. Cnidaria
and Placozoa) appeared in the base of the other groups. Regarding cnidarians, they included three sequences of H. magnipapillata sharing 30, 28 and 27 % of identity (access
numbers:
XP_002163508.1;
XP_004205906.1; Figure S1. A phylogenetic analysis showed that all the
holometabola
insect
sequences
(orders
Hymenoptera,
Lepidoptera, Coleoptera and Diptera) cluster together on a
branch in close proximity with the only two hemimetabolous
species identified (orders Hemiptera and Orthoptera). The
closer group to the Arthropoda was composed by three species
of the genus Caenorhabditis sp. (Nematoda). The Ecdysozoa
group (Arthropoda and Nematoda) were close to the Mollusca Figure S1. A phylogenetic analysis showed that all the
holometabola
insect
sequences
(orders
Hymenoptera,
Lepidoptera, Coleoptera and Diptera) cluster together on a
branch in close proximity with the only two hemimetabolous
species identified (orders Hemiptera and Orthoptera). common ancestor with the rest of the metazoan groups
included in the analysis (Figure 7). In silico search for allatotropin receptors in
invertebrates B: confocal 3D reconstruction of a cross-section of the hydroid body wall showing the anatomical relation between
AT-like motor nerve cells and epithelial-muscular cells, as well as the colocalization of the cells producing the peptide, with
contractile cells. C: Schematic representation of B including sensory nerve cells (blue) (modified from [69]). D and E: Panoramic (D)
and detailed view (E) of an hydroid showing the presence of allatotropic-like cells in the pedal disc. Motor nerve cells (green) and
epithelial-muscular cells labeled with phalloidin (red). doi: 10.1371/journal.pone.0077520.g003 Figure 3. AT-like immunoreactivity. A: confocal 3D reconstruction showing AT-like nerve cells in a net-like arrangement and f-
actin filaments B: confocal 3D reconstruction of a cross-section of the hydroid body wall showing the anatomical relation between Figure 3. AT-like immunoreactivity. A: confocal 3D reconstruction showing AT-like nerve cells in a net-like arrangement and f-
actin filaments. B: confocal 3D reconstruction of a cross-section of the hydroid body wall showing the anatomical relation between
AT-like motor nerve cells and epithelial-muscular cells, as well as the colocalization of the cells producing the peptide, with
contractile cells. C: Schematic representation of B including sensory nerve cells (blue) (modified from [69]). D and E: Panoramic (D)
and detailed view (E) of an hydroid showing the presence of allatotropic-like cells in the pedal disc. Motor nerve cells (green) and
epithelial-muscular cells labeled with phalloidin (red). doi: 10.1371/journal.pone.0077520.g003 In silico search for allatotropin receptors in
invertebrates The
closer group to the Arthropoda was composed by three species
of the genus Caenorhabditis sp. (Nematoda). The Ecdysozoa
group (Arthropoda and Nematoda) were close to the Mollusca XP_002159553.1). Beyond the identity, further analysis of the
sequences showed similarity indices of 50, 50 and 49 % XP_002159553.1). Beyond the identity, further analysis of the
sequences showed similarity indices of 50, 50 and 49 % PLOS ONE | www.plosone.org October 2013 | Volume 8 | Issue 10 | e77520 PLOS ONE | www.plosone.org 5 Allatotropin: an ancestral myotropic neuropeptide Figure 2. AT-like immunoreactivity. A: Panoramic view of a specimen labeled with anti-AT antiserum showing the presence of
immunoreactive material in different parts of the body. B: Similar view in which the primary antibody incubation was replaced for
saline solution. C: Similar view as in A showing the co-existence of f-actin filaments and immunoreactive material D: A magnified
view showing the spatial relationship between AT-like nerve cells and epithelial-muscular cells. Motor nerve cells (green) and
epithelial-muscular cells labeled with phalloidin (red). doi: 10.1371/journal.pone.0077520.g002 Figure 2. AT-like immunoreactivity. A: Panoramic view of a specimen labeled with anti-AT antiserum showing the presence of
immunoreactive material in different parts of the body. B: Similar view in which the primary antibody incubation was replaced for
saline solution. C: Similar view as in A showing the co-existence of f-actin filaments and immunoreactive material D: A magnified
view showing the spatial relationship between AT-like nerve cells and epithelial-muscular cells. Motor nerve cells (green) and
epithelial-muscular cells labeled with phalloidin (red). doi: 10.1371/journal.pone.0077520.g002 common ancestor with the rest of the metazoan groups
included in the analysis (Figure 7). common ancestor with the rest of the metazoan groups
included in the analysis (Figure 7). respectively, suggesting a high conservation of the whole
protein, as well as of the transmembrane domains, where the
indices were higher (data not shown). Finally, T. adhaerens
that showed 27% of identity and 47% similarity, shares a October 2013 | Volume 8 | Issue 10 | e77520 PLOS ONE | www.plosone.org PLOS ONE | www.plosone.org 6 Allatotropin: an ancestral myotropic neuropeptide Figure 3. AT-like immunoreactivity. A: confocal 3D reconstruction showing AT-like nerve cells in a net-like arrangement and f-
actin filaments. Discussion intercalated between epithelial-muscular cells, suggested the
existence of anatomical and functional relationships between
these two cell populations and advocates for myoregulatory
functions of AT-like molecules in Hydra sp. Our results provided evidence for the existence of an AT-like
peptide in hydroids of H. plagiodesmica (Cnidaria: Hydrozoa). Labeling with AT-specific antibodies revealed immunoreactivity
in cells located in the stalk that clearly resembled nerve cells. The spatial distribution of these allatotropic-like cells, Qdot technology has been previously used in Hydra vulgaris
to demonstrate GSH-mediated, highly specific, binding of Qdot-
GSH conjugates to the gastric region; which indicated the PLOS ONE | www.plosone.org October 2013 | Volume 8 | Issue 10 | e77520 7 Allatotropin: an ancestral myotropic neuropeptide Figure 4. Qdot-AT and AST-C labeling and AT-
immunoreactivity. A: Pedal disc view showing the distribution
of cells labeled with Qdot-AT (*) B: Magnified view showing the
cells in clusters C: View of the body wall of a hydroid showing
AT recognizing epithelial-muscular cells at the stalk, as well as
the distribution of the cells in a circular arrangement D:
Magnified view of the epithelial-muscular circular cells at the
stalk. Note the cells in two circular rows, as well as the
presence of endocytic vesicles (arrow). E: View of the body
wall of a hydroid showing AST-C recognizing epithelial-
muscular cells at the stalk. Note that the distribution of the
labeled cells is different to the labeling corresponding to the AT
peptide. F: Magnified view of the same epithelial-muscular
circular cells, also showing endocytic vesicles. doi: 10.1371/journal.pone.0077520.g004 receptors that specifically recognized the peptides in H. plagiodesmica. The combined treatment of hydroids with AT-Qdots and AT-
antibody revealed the coincidence of both signals in the mouth
region of the hypostome, as well as in the wall of the
coelenteron. The distribution of AT-immunoreactive cells, along
with the dose-response stimulation of feeding by AT, suggests
that the AT-like peptide could regulate myotropic activities
critical for the ingestion and digestion of meals. The cnidarians
are the simplest organisms in which movements involved in
feeding behavior are governed by a neuromuscular system
[56]. The body column of the hydra during feeding undergoes a
complex series of movements resembling those performed by
organisms with a fully developed digestive system [57]. Comparison of the movements to those in mammals showed
similarities in appearance to esophageal reflex, segmentation
movement, and defecation reflex. October 2013 | Volume 8 | Issue 10 | e77520 Discussion When nerve cells were
eliminated, polyps showed only a weak segmentation
movement, demonstrating that the diffuse nerve net in the body
column of Hydra sp. primarily regulates the movements just as
the netlike enteric nervous system does in mammals [57]. Acetylcholine and serotonin, which are regulating similar
movements in the mammalian enteric system, were not
involved
in
Hydra
sp. [55]. Starved
hydroids
of
H. plagiodesmica showed similar movements when they were
exposed to A. salina or stimulated by the treatment with the
synthetic AT. These feeding movements were inhibited in a
dose-dependent fashion when individuals were treated with
anti-AT antiserum. In fact, regurgitation, a movement which
normally occurs between 6-9 hours after food ingestion [57],
was evident in several hydroids around 30-40 min after
treatment with AT, suggesting again that the AT-like peptide is
involved in the process of ingestion. Figure 4. Qdot-AT and AST-C labeling and AT-
immunoreactivity. A: Pedal disc view showing the distribution
of cells labeled with Qdot-AT (*) B: Magnified view showing the
cells in clusters C: View of the body wall of a hydroid showing
AT recognizing epithelial-muscular cells at the stalk, as well as
the distribution of the cells in a circular arrangement D:
Magnified view of the epithelial-muscular circular cells at the
stalk. Note the cells in two circular rows, as well as the
presence of endocytic vesicles (arrow). E: View of the body
wall of a hydroid showing AST-C recognizing epithelial-
muscular cells at the stalk. Note that the distribution of the
labeled cells is different to the labeling corresponding to the AT
peptide. F: Magnified view of the same epithelial-muscular
circular cells, also showing endocytic vesicles. doi: 10.1371/journal.pone.0077520.g004 Figure 4. Qdot-AT and AST-C labeling and AT-
immunoreactivity. A: Pedal disc view showing the distribution
of cells labeled with Qdot-AT (*) B: Magnified view showing the
cells in clusters C: View of the body wall of a hydroid showing
AT recognizing epithelial-muscular cells at the stalk, as well as
the distribution of the cells in a circular arrangement D:
Magnified view of the epithelial-muscular circular cells at the
stalk. Note the cells in two circular rows, as well as the
presence of endocytic vesicles (arrow). E: View of the body
wall of a hydroid showing AST-C recognizing epithelial-
muscular cells at the stalk. Note that the distribution of the
labeled cells is different to the labeling corresponding to the AT
peptide. Discussion F: Magnified view of the same epithelial-muscular
circular cells, also showing endocytic vesicles. doi: 10.1371/journal.pone.0077520.g004 p
g
The physiological responses induced by AT, as well as the
specific
interactions
of
cell
populations
with
Qdot-AT
conjugates, suggested the presence of an AT-like receptor in
H. plagiodesmica. Our search for orthologues of AT-receptors
in invertebrates detected 22 sequences from several phyla
including Placozoa, which is probably the most ancient group
of Metazoa. The distance tree representing the relationships
between sequences of the AT receptor family was coherent
with recognized phylogenetic relationships between species. Receptors from insect species (Arthropoda) were closely
related with those from Nematoda; these two groups together
with another six phyla share a common ancestor, forming the
monophyletic group of the Ecdysozoa [58,59]. Receptors from
Mollusca and Annelida, two groups in the Lophotrochozoa, are
related. Finally, the sequences pertaining to Cnidaria and
Placozoa are well resolved as independent groups appearing
as ancestors of the bilateria phyla. The evolutionary position of
the Placozoa phylum is still controversial but modern molecular
and genetic studies support its position as a basal lower
metazoan phylum [60,61]. This is consistent with the position of
the AT-receptor in this tree, and suggests that AT-receptors
already appeared in the more primitive group of Metazoa. presence of GSH binding proteins in the endodermal cell layer
[55]. Our results showed that the cells that bound the AT-Qdots
conjugates were localized in the same stalk and pedal disc
regions in which AT-like cells were present; suggesting again
the existence of a functional relationship between the nerve
cells producing the peptide and the targeted epithelial-muscular
cells. The two different nanocrystal conjugates (AT and AST-C)
were internalized by different target cells and detected inside
endocytic vesicles, strongly suggesting the existence of Peptidic messengers play fundamental roles acting both as
local neuromodulators, neurohormones and also in an
endocrine and paracrine mode; being secreted not only by October 2013 | Volume 8 | Issue 10 | e77520 PLOS ONE | www.plosone.org PLOS ONE | www.plosone.org 8 Allatotropin: an ancestral myotropic neuropeptide gure 5. Qdot-AT labeling and AT-immunoreactivity. A: Panoramic view at the bottom of the stalk showing the pedal disc
ydroid. B: Magnified view of the stalk suggesting. a morpho-functional relationship between both cell populations. Inset: det
ew of a nerve cell. Note that the morphology and spatial orientation of the cell and its projection clearly resembles the motor n
the nerve cells. Discussion plagiodesmica after the ingestion of an A
: confocal 3D reconstruction of an hydroid after double labeling with AT-antiserum (green) and nanocristals (red). N
lization of both markers at the level of the hypostome (arrows) and gastroenteron (arrow heads). C: Physiologica
strating the AT involvement in feeding movements. Black columns: Hypostome response of 72 h starved hydr
ent with different doses of AT. Grey columns: Hypostome response of 72 h starved hydroids challenged with fo
ed to different doses of AT-antiserum. The results are expressed as percentage of individuals that completely extrud
ome. (*): Significant differences between hydroids treated with AT or AT-antiserum and controls. 371/journal.pone.0077520.g006 Figure 6. Myotropic activity of AT-like peptide and feeding. A: Specimen of H. plagiodesmica after the ingestion of an A. salina
egg. B: confocal 3D reconstruction of an hydroid after double labeling with AT-antiserum (green) and nanocristals (red). Note the
colocalization of both markers at the level of the hypostome (arrows) and gastroenteron (arrow heads). C: Physiological assay
demonstrating the AT involvement in feeding movements. Black columns: Hypostome response of 72 h starved hydroids to
treatment with different doses of AT. Grey columns: Hypostome response of 72 h starved hydroids challenged with food and
exposed to different doses of AT-antiserum. The results are expressed as percentage of individuals that completely extruded the
hypostome. (*): Significant differences between hydroids treated with AT or AT-antiserum and controls. doi: 10.1371/journal.pone.0077520.g006 Figure 6. Myotropic activity of AT-like peptide and feeding. A: Specimen of H. plagiodesmica after the ingestion of an A. salina
egg. B: confocal 3D reconstruction of an hydroid after double labeling with AT-antiserum (green) and nanocristals (red). Note the
colocalization of both markers at the level of the hypostome (arrows) and gastroenteron (arrow heads). C: Physiological assay
demonstrating the AT involvement in feeding movements. Black columns: Hypostome response of 72 h starved hydroids to
treatment with different doses of AT. Grey columns: Hypostome response of 72 h starved hydroids challenged with food and
exposed to different doses of AT-antiserum. The results are expressed as percentage of individuals that completely extruded the
hypostome. (*): Significant differences between hydroids treated with AT or AT-antiserum and controls. doi: 10.1371/journal.pone.0077520.g006 Figure 6. Myotropic activity of AT-like peptide and feeding. A: Specimen of H. plagiodesmica after the ingestion of an A. salina
egg. B: confocal 3D reconstruction of an hydroid after double labeling with AT-antiserum (green) and nanocristals (red). Discussion C and D: show both channels independently. Note that the position of nerve cells (C), clearly corresponding
on-labeled spaces in (D) (open circles), showing that nerve cells are intercalated between epithelial-muscular cells recognizin
eptide and reinforcing the morpho functional relationship between these two populations. Epithelial-muscular cells recognizing
dots conjugates (red) and AT-like motornerve cells (green). Colocalization of markers (yellowish green). 10 1371/j
l
0077520
005 Figure 5. Qdot-AT labeling and AT-immunoreactivity. A: Panoramic view at the bottom of the stalk showing the pedal disc of a
hydroid. B: Magnified view of the stalk suggesting. a morpho-functional relationship between both cell populations. Inset: detailed
view of a nerve cell. Note that the morphology and spatial orientation of the cell and its projection clearly resembles the motor nature
of the nerve cells. C and D: show both channels independently. Note that the position of nerve cells (C), clearly corresponding with
non-labeled spaces in (D) (open circles), showing that nerve cells are intercalated between epithelial-muscular cells recognizing AT
peptide and reinforcing the morpho functional relationship between these two populations. Epithelial-muscular cells recognizing AT-
Qdots conjugates (red) and AT-like motornerve cells (green). Colocalization of markers (yellowish green). doi: 10.1371/journal.pone.0077520.g005 On the other hand, allatotropins constitute a family of peptides
originally characterized based on its ability to activate JH
synthesis [21], but later demonstrated to be pleiotropic,
inhibiting ion transport [29], inducing the secretion of gut
enzymes [30], as well as been involved in circadian rhythms
control [40-43]. Due to the difficulties of analyzing highly
diverse and repetitive pro-peptides, the relationships among
different families of peptides could be elusive. In fact, an
orthologous relationship between allatostatin-A and galanin neurons, but also by epithelial cells. They likely comprise the
most ancient group of neurotransmitters [7]. In this context, the
Allatotropin/Orexin family of receptors would constitute a group
of proteins broadly distributed from Placozoa to Chordata. The
peptides associated with these receptors (allatotropins and
orexins) are not chemically or functionally related. Orexins
(also called hypocretins) are 28 to 33-amino-acid peptides
mainly involved in the control of feeding, sleep-wakefulness,
neuroendocrine homeostasis and autonomic regulation [62,63]. PLOS ONE | www.plosone.org PLOS ONE | www.plosone.org October 2013 | Volume 8 | Issue 10 | e77520 9 Allatotropin: an ancestral myotropic neuropeptide 6. Myotropic activity of AT-like peptide and feeding. A: Specimen of H. Discussion Note the
colocalization of both markers at the level of the hypostome (arrows) and gastroenteron (arrow heads). C: Physiological assay
demonstrating the AT involvement in feeding movements. Black columns: Hypostome response of 72 h starved hydroids to
treatment with different doses of AT. Grey columns: Hypostome response of 72 h starved hydroids challenged with food and
exposed to different doses of AT-antiserum. The results are expressed as percentage of individuals that completely extruded the
hypostome. (*): Significant differences between hydroids treated with AT or AT-antiserum and controls. doi: 10.1371/journal.pone.0077520.g006 October 2013 | Volume 8 | Issue 10 | e77520 10 PLOS ONE | www.plosone.org Allatotropin: an ancestral myotropic neuropeptide Figure 7. Phylogram of AT-receptor. Species from the same phylum are labeled by a similar gray tone blocks. The tree is
enrooted using the D. melanogaster FMFRamide receptor [50]. doi: 10.1371/journal.pone.0077520.g007 Figure 7. Phylogram of AT-receptor. Species from the same phylum are labeled by a similar gray tone blocks. The tree is
enrooted using the D. melanogaster FMFRamide receptor [50]. doi: 10.1371/journal.pone.0077520.g007 the gut has been described in several insect species
[23,31,32,34-39], as well as its cardioacceleratory effects
[33,34,38,39]; suggesting that the ancient myoregulatory
function has been maintained along the evolutionary process. Interestingly, it was recently shown that orexins also could
have myoregulatory functions on the smooth muscle of the
mouse duodenum [67], supporting the idea that this was the
primitive function of these peptides and their receptors [7]. which is not evident at this level is supported by the orthology
of their receptors and similar roles [64]. Our search of
Allatotropin
peptide
or
allatotropin
precursor
in
H. magnipapillata genome did not show the presence of
orthologous peptides, but demonstrated the presence of
sequences corresponding to G-protein coupled receptors
sharing 30% of identity and 50% of similarity with M. sexta. Furthermore, a search for orexin homologous did not reveal
any significant match in Protostomata and the same was true
when we searched for allatotropin related peptides in
Deuterostomata; suggesting that even if both families of
peptides share related receptors, the ligands evolved
independently in these two groups. In fact the possibility that
allatotropin/orexin
and
their
receptors
are
orthologous
representing an ancient bilaterian family was recently
suggested [64]. G-protein coupled receptors are members of the largest,
ubiquitous and most versatile family of cell membrane
receptors. These types of receptors are also present in
unicellular eukaryotes such as yeast [68]. Discussion The presence of AT-
like receptors in Placozoa, probably the most ancient group of
Metazoa, suggests that AT-receptors are a group of ancestral
seven-transmembrane receptor originally involved in activities
associated with feeding and digestion. As these activities are
common and basic processes in any multicellular organism, we
would like to suggest that AT and its receptors are in the base
of the evolutionary origin of the message-receiver molecular
systems based on G-protein receptors. The original function of AT as a myoactive regulator has
been already previously proposed [65]. The presence of genes
coding for AT-like peptides in Annelida and Mollusca [44,45],
as well as the existence of cells producing AT-like peptides in
Platyhelminthes has also been recently proposed [46,47]. Cnidarians are considered basal to the bilateral animals, being
the first group which exhibits a neuronal tissue, which could be
seen as the starting point in the evolution of the central nervous
system [66]. Our results suggest that an AT-like peptide is
involved in the feeding process in H. plagiodesmica; and its
activity could be mediated by receptors members of the
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the experiments: MEA MLA. Analyzed the data: MEA MLA LAD
JRR CD. Contributed reagents/materials/analysis tools: SHM
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Stressfulness of the Design Influences Consistency of Cognitive Measures and Their Correlation With Animal Personality Traits in Wild Mice (Mus Musculus)
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Anja Guenther Max Planck Institute for Evolutionary Biology Max Planck Institute for Evolutionary Biology Stressfulness of the Design Influences Consistency
of Cognitive Measures and Their Correlation With
Animal Personality Traits in Wild Mice (Mus
Musculus) Mathilde Delacoux
(
mathilde.delacoux@gmail.com
)
Max Planck Institute for Evolutionary Biology Research Article Keywords: Animal personality, cognitive repeatability, cognitive syndrome, individual differences, infrared
thermography, Mus musculus, problem solving, spatial learning, stress Keywords: Animal personality, cognitive repeatability, cognitive syndrome
thermography, Mus musculus, problem solving, spatial learning, stress Posted Date: March 11th, 2022 License:
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ll
i Page 1/23 Abstract Individual variation in cognition is being increasingly recognized as an important evolutionary force but
contradictory results so far hamper a general understanding of consistency and association with other
behaviors. Partly, this might be caused by external factors imposed by the design. Stress, for example, is
known to influence cognition, with mild stress improving learning abilities, while strong or chronical stress
impairs them. Also, there might be intraspecific variation in how stressful a given situation is perceived. We investigated two personality traits (stress coping and voluntary exploration), spatial learning with 2
mazes and problem-solving in low- and high-stress tests with a group of 30 female wild mice. For each
test, perceived stress was assessed by measuring body temperature change with infrared thermography. None of the learning measures were significantly repeatable between the 2 stress conditions, indicating
that the stress level impacts learning. We found correlations between learning and personality traits;
however, they differed between the 2 stress conditions and between the cognitive tasks suggesting that
different mechanisms underlie these processes. These findings could explain some of the contradicting
findings in the literature and argue for very careful design of cognitive test setups to draw evolutionary
implications. Introduction Since the past decade, we observe a growing interest in animal cognition in multiple biological
disciplines. This young field aims to study the whole processes from the acquisition of information in the
environment (perception), to the processing of that information (learning), its storage (memory) and later
use (decision-making)1. Cognitive traits may influence the ecology and evolution of populations as some
traits have been shown to be directly related to fitness2. The evolutionary potential relies on the
heritability of a trait and it´s consistency over time and contexts3. Consistency in cognition is so far often
neglected and has only been demonstrated recently. A meta-analysis from 4 shows both temporal (R =
0,18) and contextual consistency (R = 0,20 to 0,27) in various animal cognitive abilities4. Nevertheless, the
demonstrated consistency in cognitive traits is lower than that found for other behavioral traits (R usually
varying between 0,29 and 0,41)5–7. Whether this low consistency is an inherent biological phenomenon or
caused by the low number of empirical studies and methodological heterogeneity, is not yet known. Contrasting results are also often reported in the literature regarding associations between cognition and
personality traits, so-called “cognitive syndromes”, although such associations are predicted by several
hypotheses8–10. Shared underlying risk-reward trade-offs are hypothesized to lead to predictable
associations between personality and cognitive traits10. Through these trade-offs, personality and
cognitive traits may even be integrated with life history11. The pace-of-life syndrome hypothesis states
that many different biological traits (life history, physiology and behavior) could be correlated to form a
“fast-slow” pace-of-life gradient. Fast individuals should express a more “proactive” behavior (bold, fast
explorers, etc.) and should also be better learners in new cognitive tasks. On the contrary, slow individuals
are expected to be more “reactive” (fearful, slow explorers, etc.) and perform better in a reversal learning Page 2/23 Page 2/23 task8,11,12. For example, an association between associative learning and exploration has been found in
the black-capped chickadee13. Nevertheless, no such correlation was reported in a related species, the
great tit14. On the other hand, exploration was positively correlated with social learning in great tits15. Also on great tits, Titulaer et al (2012) found a relation between exploration and reversal learning, but only
in the most difficult test and in a sex-dependent way16. Introduction To achieve a better understanding of the ecological and evolutionary impact of individual differences in
cognitive abilities, we therefore need a better understanding of the processes underlying consistency in
cognition and correlations with personality traits, which is probably way more complex than we might
think (for a full discussion, see17). One important step in this process is studying the effects of potential
confounding factors on both consistency and cognitive syndromes18. An important factor which is known to influence cognitive performance is stress. However, the relations
between stress and learning performance are complex. In Pavlovian conditioning, acute stress has been
found to lead to a linear increase in learning abilities19. However, for some other learning abilities such as
spatial learning, this relation has been found to resemble an inverted U-shape19,20. In these cognitive
tasks, mild stress should improve learning abilities while strong or chronic stress would impair it21. Therefore, cognitive tasks that differ in the stress they induce are expected to influence learning
performances differently22,23. In addition to that, all individuals do not cope the same way with stress. Some factors such as the age,
sex21 and personality can be linked with how stressful a situation is perceived and how that situation is
dealt with (coping styles)24. Across taxa, ample evidence shows associations between personality traits
such as boldness, exploration, activity, sociability and stress measures such as glucocorticoid level and
anxiety-like behaviors25–30. Assuming an inherent relationship between cognition and personality, these
individual differences in sensibility to stress may influence the way that stress influences cognition. During a cognitive test, stress-sensitive individuals would be better learners in a low-stress situation, but
they would be more easily overwhelmed by stress in a stressful task and consequently be the worse
learners (and vice versa)20,31. Accordingly, we expect to find no consistency between cognitive
performance in different stress conditions, and the strength and/or sign of correlations between
personality and cognition to depend on how stressful the test situations are experienced and/or how they
are dealt with. In this study, we want to investigate how the stress induced by the experimental design of both, cognitive
and personality tests influence a) the consistency cognitive traits and b) the personality-cognition
relationships. Therefore, we tested descendants of wild mice (Mus musculus domesticus) in multiple
cognitive tasks. We used 2 mazes to measure spatial learning performances and 4 different problem-
solving (PS) tasks. Animals and housing Thirty female wild mice (Mus musculus domesticus) ~ 6–7 months of age at the start of experiments
were used in this study. They were kept in sister pairs, with food (Altromin 1324, Germany) and water ad
libitum. Housing cages were standard type III (24 x 40 x 14 cm) laboratory cages littered with wood chips. Cages always included a shelter made of egg carton and nesting material such as toilet paper. In
addition, mice received various physical enrichment changed every 2–4 weeks. The room temperature
varied seasonally between 16°C and 24°C and the animals received artificial light in addition to natural
light from a large window from 8:00 am to 4:30 pm. The home cage could be connected to the
experimental setups with a tube through a hole made in the cage, thus, allowing the mouse to enter and
leave voluntarily without handling. Except during experiments, the tube was closed by a sliding door. Behavioral and cognitive tests We measured stress coping using an open field test (OF) and voluntary exploration using a novel
environment test (NE). Every individual was tested twice in order to estimate repeatability. Learning
performance was assessed with two mazes and four problem-solving tasks, half of which have been
designed stressful for the mice while the others were designed in a non-stressful way (see in the detailed
descriptions). Half of the individuals started with the high-stress test and the other half with the low-
stress test. Introduction Despite the high variability in consistency found in the literature these cognitive traits
were generally found to be repeatable in mice both on a temporal and contextual point of view32. Half of
our tests have been designed to be more stressful for the mice (1/2 mazes and 2/4 PS). The stress was Page 3/23 Page 3/23 directly induced by the test itself and was simulated as biologically relevant as possible. We also tested
the mice with 2 commonly used personality tests. We chose the novel environment to investigate
exploration and an open field to study stress coping, 2 personality traits that have already been linked to
problem-solving and/or spatial learning abilities20,33. To determine the stress level of the different tests and individual differences in immediate stress
response, infrared thermography has been used. The acute temperature increase of the eyes during a test
situation such as the open field has been recently shown to be correlated with behavioral measures of
stress in rodents and has been then proposed to be a reliable, non-invasive way to measure physiological
stress34 (for a review on multiple endothermic taxa, see35). Personality For the OF, the individual is released in the center of an empty white box (60x60 cm). Its behavior is
directly recorded for 5 minutes. The total distance covered, and the time spend in the central area (a
square of 30x30 cm in the middle of the arena) are calculated by the software VideoMot2 (TSE systems). The test takes place in a brightly illuminated room that the individuals do not know, they are forced to
enter the experimental setup, and have no place to hide, which makes this a more stressful situation. On the contrary, for the NE, the home cage with one animal inside is placed in a white box (60x60 cm)
covered with bedding and containing objects the individual does not know. The mouse is then free to
leave the cage and explore the novel environment through the opening in the cage wall. If it leaves the
cage within 5 minutes after the test has started, the behavior is recorded for 5 additional minutes, if not,
the test is stopped. The behavioral measures are the latency to leave the cage the first time, the time
spend actively exploring the NE, and the number of times it is going back to its cage (i.e., the number of
exploration trips). This test takes place in the room where the individuals are housed, the box is poorly
illuminated, and the individuals have access to their own cages at any time of the test, which makes it as
stress-free as possible for the mice. Physiological stress measure Before and after each test, the home cage was opened and put in a black box where multiple live traps
were placed. To avoid any stress of handling, we waited until the focal mouse had entered one of the
traps voluntarily. Since the mice were used to this method, this usually only took 1–3 minutes. The live
traps were covered with a wire mesh. Then, 3 pictures were taken with an infrared thermography camera
(FLIR T860) focusing on the eyes of the mouse from a distance of about 40 cm. The increase in Page 4/23 Page 4/23 temperature was measured as the difference between the average temperature of the eyes after the test
minus the average temperature of the eyes before the test. temperature was measured as the difference between the average temperature of the eyes after the test
minus the average temperature of the eyes before the test. Mazes Spatial learning performance was measured with two mazes, following a similar protocol. The mouse is
placed in a small black box (15 x 10 cm) connected to one end of the maze and is free to leave this box in
order to reach the reward to the other end (its own cage). Each individual has 5 trials (1 trial/day). The
latency to enter the maze, the time spend in the maze and the number of mistakes is measured for each
trial. The learning measures are defined as a) the difference between the initial number of errors and the
least number of errors, b) the number of the trial with the least number of errors (i.e. how fast the
individual learned to navigate the maze), c) the difference between the time spend during the first trial
and this trial, and d) the number of errors at trial 3. For this last measure, trial 3 has been chosen for
multiple reasons. It is the first trial for which the percentage of error is significantly below 50% (therefore
different from random chance) and the first trial in which one individual could reach the end of the maze
without any mistake. In addition to that, this trial is exactly at the halfway of the experiment and shows
therefore the state of the learning of the different individuals in the middle of the learning process. The Low-Stress Maze (LSM) takes place in the room where the individuals are housed. The maze is dark
gray, poorly illuminated, smaller (154cm long), with narrow corridors (5cm) and has a lid, thus, giving the
animals the feeling of being in a narrow corridor. On the other hand, the second maze (High-Stress Maze;
HSM) takes place in a room the animals do not know. The maze has white walls, wide corridors (15cm),
is larger (540cm) and is brightly illuminated, making it more stressful. Problem-solving Problem-solving Page 5/23 Page 5/23 Four different tests have been used (2 low-stress and 2 high-stress). For the low-stress PS task, the mice are first habituated to the experimenter opening the cage and putting
a plate containing a mealworm inside the cage during two consecutive days. Then, the easiest PS is
conducted the following day and the hardest one, one day after. Mazes The easy PS task consists of
pushing/lifting a dome (here after LSPS1 (Low-Stress Problem-Solving 1)) and in the hard PS task, the
mouse has to slide a tab (LSPS2), in order to access the mealworm hidden below. Both tests take place in
the mouse’s own cage and the animal could voluntarily decide to participate or stay hidden in its shelter. They are conducted as follows. The opened apparatus is put in the cage with a mealworm inside. After
the mouse has eaten the mealworm, a second is put in and the apparatus is closed. The test ends when
the mouse solves the problem-solving task (max 15 min). The behavior of the mouse is recorded for the
whole test. Whether or not the problem has been solved in 15 min, the latency to solve and the time spend
exploring the apparatus are the 3 learning measures. In addition to that, two other behaviors are
measured: the latency to eat the first mealworm (motivation) and the latency to approach the apparatus
(exploration). The two high-stress tests include escaping an unknown brightly illuminated box by pulling (1) a door
(HSPS1 (High-Stress Problem-Solving 1)) or (2) a lever (HSPS2), in order to get back to its own cage. Half
of the individuals were randomly selected to start with the door test (1) and the other half started with the
lever test (2). The second test is done the following day. As for the low-stress PS, the individuals have 15
minutes to solve the PS task and the same learning measures are taken. In addition to this, one other
behavior is measured (latency to approach the apparatus, exploration). All experimental setups are cleaned with alcohol between each test. Ethics Animal facilities are approved and controlled regularly for keeping of wild mice by the local veterinary
office. All animal procedures are in accordance with European and German animal protection laws and
were carried out under licence V244-19227/2019(43 − 4/19) granted by the MELUND (Ministerium für
Energiewende, Landwirtschaft, Umwelt, Natur und Digitalisierung des Landes Schleswig-Holstein). The statistical analysis has been done with the software R version 4.1.1. The statistical analysis has been done with the software R version 4.1.1. First, we checked for each category of tests (personality, maze and problem-solving) whether there were
differences in the temperature increase or in the behavior to verify the assumed difference in
stressfulness induced by the tests. Linear mixed models (lmer() function from lme4 package) have been
used to compare the temperature increase, with individual ID as random effect and with the test as fixed
effect. For the mazes, we included in addition the interaction trial*test. For the behavior in the maze, it has
been tested whether there was an effect of the test, the trial and their interaction on the latency to enter
the maze with a glmm (glmer() function from lme4 package, Poisson distribution, individual ID as Page 6/23 Page 6/23 random effect). Model assumption of the normality of the residuals and heterodasticity were checked. However, in the case of the latency to approach the set-up in the PS task, model assumption were not
fulfilled and we instead used a non-parametric test (aovperm() from permuco package, with ID as random
effect and test as fixed effect). random effect). Model assumption of the normality of the residuals and heterodasticity were checked. However, in the case of the latency to approach the set-up in the PS task, model assumption were not
fulfilled and we instead used a non-parametric test (aovperm() from permuco package, with ID as random
effect and test as fixed effect). Repeatability has been assessed for the different behavioral measures in order to see which could be
considered as personality traits, and for the different learning measures to test for consistency between
the low- and high-stress conditions (i.e. contextual repeatability). The function rpt() from rptR package
was used to test for the repeatability (with arguments family = “Poisson” for the traits that followed a
Poisson distribution (Time spend in the center (OF), Latency to leave the trap (NE), Number of exploration
sessions (NE), Difference between the time spend in the maze during the first and the best trial (HSM and
LSM), Number of mistakes at trial 3 (HSM and LSM), Latency to solve (PS) and Time spend exploring the
setup (PS)) or family = “Binary” for one learning measure in the PS tasks (solved or not)). The statistical analysis has been done with the software R version 4.1.1. Before checking for the presence of correlations between the temperature increase, personality traits and
learning in the different conditions, we simplified the correlation table. First, only repeatable, i.e.,
personality traits have been considered, and the mean value across both trials for each individual was
used for the calculation of correlations. Regarding the learning measures, they have all been kept for the
mazes. For the PS tasks, only the learning measures from LSPS1 have been used for the low-stress
condition, because too few animals solved the LSPS2 task (4/22). For the high-stress condition, the mean
between the learning measures from both tasks was used since they were found to be repeatable. The
correlations have then been calculated with the rcorr() function from the Hmisc package (with argument
type="spearman" as some of the measures do not follow a normal distribution). In addition to the
significant correlations, we also took biologically relevant correlations into consideration. We defined a
biologically relevant correlation as any correlation whose coefficient is above 0,3 or below − 0,3. We chose
this value following the meta-analysis from Bell et al. 5 estimating the mean repeatability of a behavior
around 0,37, following the one from Cauchoix et al. 4 that calculated the repeatability of cognitive traits
between 0,18 and 0,27, and the meta-analysis from Garamszegi et al. 36 that found a mean effect size for
correlations between different personality traits between 0,074 and 0,566. In order to find significance
with such a correlation, we would have needed a group size of 85 individuals (according to a power
analysis with the function pwr.r.test() from the package pwr with arguments r = 0.3, sig.level = 0.05, power
= 0.8). We therefore preferred to keep a smaller group size for ethical reasons but to still consider them. Differences between tests (perceived stressfulness of the
tests situations) For all the categories of tests (personality, maze and problem-solving), the increase in temperature was
significantly higher in the condition we assumed to be more stressful (personality (p = 0,034); maze (p = Page 7/23 Page 7/23 0,0011); PS: effect of the test (p = 0,0011), LSPS1 – HSPS2 (p = 0,048), LSPS2 – HSPS2 (p = 0,048);
Fig. 1). All together, the mean increase in temperature in the low-stress condition was + 0,38 ± 0,84°C,
while it was of + 0,71 ± 0,92°C in the high-stress condition. Trial or the interaction between the test and the
trial were never significant. In the mazes, the effect of the interaction between test and trial on the latency to enter the maze was
highly significant (p = 0,00041). The latency to enter the maze on the first trial was comparable in both
mazes, but it was rapidly decreasing in the LSM, while it stayed constant in the HSM (Fig. 2a). For the PS
tasks, the test has a significant effect on the latency to approach the experiment set-up (f = 3,4; p
(parametric) = 0,021; p (permutation) = 0,012). The latency to approach the set-up was lower in the high-
stress condition compared to the low-stress condition (Fig. 2b). b l In the mazes, the effect of the interaction between test and trial on the latency to enter the maze was
highly significant (p = 0,00041). The latency to enter the maze on the first trial was comparable in both
mazes, but it was rapidly decreasing in the LSM, while it stayed constant in the HSM (Fig. 2a). For the PS
tasks, the test has a significant effect on the latency to approach the experiment set-up (f = 3,4; p
(parametric) = 0,021; p (permutation) = 0,012). The latency to approach the set-up was lower in the high-
stress condition compared to the low-stress condition (Fig. 2b). Learning For the mazes, contextual consistency wasn´t found for any of the learning measures between the high-
and low-stress condition (Number of the best trial (p = 1), Δ number of mistakes between the first and the
best trial (p = 0,246), Δ time spend in the maze between the first and the best trial (p = 0,255), number of
mistakes at trial 3 (p = 1)). To investigate consistency in problem-solving performance, repeatability has first been estimated pooled
across all PS tests (except LSPS2, which had too few solvers). In this situation, none of the learning
measures were found to be repeatable (whether the task has been solved or not (p = 0,15), latency to
solve the task (p = 0,5), time spend exploring the set-up (p = 0,45)). However, when repeatability was
assessed by testing pairwise between and within conditions (Fig. 3), we observed that learning
performance were generally consistent within the high-stress condition (HSPS1 – HSPS2: solved or not
(R = 0,93; p = 0,00052), latency to solve (R = 0,51; p = 0,01), exploration time (R = 0,35; p = 0,083)). On the
contrary, repeatability between high- and low-stress conditions was never significant. Temperature We wanted to know if the temperature increase is a consistent individual characteristic. Therefore, we
tested it´s repeatability across the different tests and trials (with the test and the trial as explanatory
factor). We found that the increase in temperature was indeed consistent, even if the repeatability
estimate was very low (R = 0,070; p = 0,00072). However, the repeatability of the temperature increase was
higher when only including the high stress conditions measurements in the analysis (R = 0,116; suppl. mat. S1). In addition to that, we also found that the basal temperature (temperature before the test) was
consistent over time (R = 0,17; p = 1,13*10− 10). Personality Page 8/23
For the OF test, only the distance covered was repeatable (R = 0,55; p = 0,00045 – time spend in the
center: p = 0,24). For the NE test, the number of explorations was repeatable (R = 0,35; p = 0,045) and the For the OF test, only the distance covered was repeatable (R = 0,55; p = 0,00045 – time spend in the
center: p = 0,24). For the NE test, the number of explorations was repeatable (R = 0,35; p = 0,045) and the Page 8/23 Page 8/23 latency to enter the novel environment tended to be repeatable (R = 0,29, p = 0,063) but not the time spend
exploring (p = 0,116). Three personality measures were kept for the correlation analyses: the distance
covered (OF), the number of explorations (NE) and the latency to enter the novel environment (NE). latency to enter the novel environment tended to be repeatable (R = 0,29, p = 0,063) but not the time spend
exploring (p = 0,116). Three personality measures were kept for the correlation analyses: the distance
covered (OF), the number of explorations (NE) and the latency to enter the novel environment (NE). C
l ti Learning – personality/temperature The only clear correlation between learning performance and measures (behavior or stress level) in the
personality tests is a positive correlation between learning in the HSM and the increase in temperature in
the OF (average R across learning measures = 0,20 ± 0,23, with 2 significant positive correlations; Fig. 5). This indicates that individuals with a higher temperature increase in the OF were better or faster learners
in the HSM. In addition to this, the correlations suggest two other associations between learning in the
LSPS and the NE measures. The first one is a positive correlation between learning performance in the
LSPS and a proactive behavior in the NE (average R = 0,15 ± 0,14, with one biologically relevant positive
correlation; Fig. 5)). And the second one may be a positive correlation between learning in the LSPS and a
steeper temperature increase in the NE (average R = 0,13 ± 0,23, with one significant positive correlation;
Fig. 5)). It indicates that the best learners in a low-stress PS task are also the fastest explorers and/or the
most sensitive to stress in a NE test, albeit these relations are weaker compared to correlations among
high-stress situations. All the observed correlations are summarized on Fig. 6. Learning – learning Within cognitive tasks, the different measures used to assess learning performance were almost all
positively correlated, although not always significantly (see Fig. 4 1st column). Correlations within high-
stress correlated on average with R = 0,36 ± 0,29 while correlations within the low-stress situations
correlated on average with R = 0,29 ± 0,30. We found no statistical difference in the strength of
correlations with a paired t-test; t = 0,21; df = 7; p = 0,83. Across cognitive tasks within either high or low stress condition, the learning measures were also in
general positively correlated in the high-stress condition (average R = 0,14 ± 0,27). On the other hand,
learning measures between the maze and the PS task in the low stress conditions were not correlated
(average R = 0,01 ± 0,18) (Fig. 4 2nd column). The strength of the correlations was significantly lower in
the latter (paired t-test; t = 2,71; df = 11; p = 0,02). Across cognitive tasks of different stress conditions, the only positive correlation found is between
learning in the problem-solving task in the high and low stress conditions (average R = 0,24 ± 0,18, with 1
significant and 3 biologically relevant positive correlations out of 9). No other correlations have been
found between learning performance in the high- and low-stress situations (Fig. 4 3rd column). Discussion Page 9/23 With this study, we wanted to investigate whether the experimental design, particularly the stress it
induces, would influence the consistency of learning performances in cognitive tasks and their
associations with personality traits. We therefore designed both low- and high-stress versions for each
test. Across all tests, we observed a significantly higher temperature increase during the tests that have
been designed to be more stressful compared to the low-stress tests. Moreover, the difference in
temperature increases with the duration of the tests in a high-stress test while it remains constant in a
low-stress situation (suppl. mat. S3). In addition to that, some behaviors also indicated that the high-
stress situations were really experienced as more stressful. In the mazes, the latency to enter decreased
by the 2nd trial in the low-stress situation, indicating a quick habituation. On the contrary, in the high-
stress condition, the latency to enter stays steady across all five trials. In the PS tasks, the latency to
approach the setup seems higher in the low-stress condition, potentially indicating a higher motivation to
get access back to their home cage in the HSPS. However, the different approach latencies could also
indicate a difference in perception and/ or attention rather than indicating a difference in stress. All
together, the physiological and behavioral results show that the tests that were designed more stressful
were also perceived as more stressful by the mice. In addition to the measure of the stressfulness of the design, infrared thermography could be used as a
measure of individual sensibility to stress. This method has been proposed to be a new non-invasive
measure of stress in a couple of studies35. In mice, for example, differences in temperature increase have
been linked with some personality and behavioral traits34,37. In this study, the temperature increase was
consistent over quite a substantial time period (ca. 6 months) and across contexts, revealing consistent
inter-individual differences in this physiological trait. We did not find consistency between learning performances in low- and high-stress conditions although
in general, wild mice exhibit consistency in the problem-solving tasks we used38 and we found problem-
solving to be consistent when only considering the high-stress situations. Furthermore, we found that the
personality-cognition correlations differ between the high and low stress conditions. This shows that the
design-induced stress can have an impact on both trait consistency and cognitive syndromes. Stress and cognition: absence of consistency In the meta-analysis from Cauchoix et al.4, cognition was generally found to be repeatable across time
and contexts. Despite the high variability in consistency between species and cognitive tasks, problem-
solving and spatial learning were always found to be repeatable in adult rodents (including Mus
musculus) except some species of the genus Sciurus4,9,39. While problem-solving was also repeatable in
Mus musculus (even of the same population as used in this study) and in Apodemus agrarius using the
same problem-solving test setups as in our low-stress situation38,40, here, we could not find consistency
across the high- and low stress situation. Page 10/23
Stress is already known to influence behavior in such a way that it impacts the repeatability of
personality traits. For example, acclimation time has been shown to influence the repeatability of activity Page 10/23 Page 10/23 in guppies41. The methodology is then expected to also influence results in cognitive experiments. Different spatial learning testing set-ups have already been shown to induce different stress levels22 and
influence memory retention and working memory42. Nevertheless, the influence of stress varies from one
context to the other: while strong or chronic stress is expected to impair cognitive performances, mild fear
could have the opposite effect21,43. Additionally, perceived stress will be different from one individual to
the other, which will modulate the effect of stress on cognitive performance by displacing or changing the
shape of the relations stress-cognition. For example, it has been suggested that the inverted U-shape of
the cognitive abilities could be moved along the stress axis following the personality of an individual. This means that the “optimal stress” (i.e., the stress level at which learning performances are the highest)
could vary from one individual to the other20. In such a situation, stress-sensitive individuals would be
better learners in a low-stress situation but the worse learners in a more stressful task, and vice versa,
explaining the lack of consistency found in this study. A couple of studies tend to support this
statement20,31,44 while some other studies do not33,45,46, however, the lack of control for the stress level of
the task in the latter makes it difficult to interpret the generality and importance of this phenomenon. in guppies41. The methodology is then expected to also influence results in cognitive experiments. Some factors other than stress are known to influence learning performance and might consequently
decrease consistency if not accounted for in experimental designs. Underlying mechanisms For both the maze and PS, correlations between learning measures and personality were different in high-
and low-stress conditions. Learning performances in the HSM were linked with individual sensitivity to
stress in the OF, while we found no personality-learning correlations with the LSM. On the contrary,
learning in the HSPS tasks wasn’t linked with any personality measure but learning in the LSPS task was
linked with the behavior and the temperature increase in the NE. Correlations between different biological traits can result from shared underlying trade-offs10. For
example, an active and bold individual is expected to explore a task faster, find cues easily and react to
them more quickly than a shy individual. However, in this study, different correlations between personality
and cognition are found following the stress level of the task, suggesting that these relations might be
more complex than imagined17. As suggested for the lack of consistency, this could also be due to
different underlying mechanisms. In an experiment on great tits (Parus major), Titulaer et al (2012) found
personality-learning correlations only in the most difficult reversal learning task. They hypothesize that
easy and hard tasks might be differently perceived for example by the attention that is paid to the cues. Correlations between different biological traits can result from shared underlying trade-offs10. For
example, an active and bold individual is expected to explore a task faster, find cues easily and react to
them more quickly than a shy individual. However, in this study, different correlations between personality
and cognition are found following the stress level of the task, suggesting that these relations might be
more complex than imagined17. As suggested for the lack of consistency, this could also be due to
different underlying mechanisms. In an experiment on great tits (Parus major), Titulaer et al (2012) found
personality-learning correlations only in the most difficult reversal learning task. They hypothesize that
easy and hard tasks might be differently perceived for example by the attention that is paid to the cues. These context differences could then reveal mechanisms that underlie cognition16. Specifically, it is
known that different neurobiological mechanisms are involved in low- and high-stress cognitive tests19. It
has been shown in a spatial learning task that the memory-related protein ERK2 was activated during
learning in the amygdala, a brain region linked to fear, in a high-stress situation, but not in a low-stress
one50. Stress and cognition: absence of consistency For example, previous experience of a
task has been shown to increase performance in a similar task47,48. However, this has been controlled for
in this study by splitting our set of animals into 2 groups which started either with high- or low-stress
tests and our results show that there is no influence of the sequence of the test on the different learning
measures (see Suppl mat S5). Motivation is another important factor that can influence performance in a
cognitive test47. We tested the effect of motivation in the LSPS tasks by measuring the latency to eat the
first mealworm. Despite a trend of the latency to eat the mealworm to influence the latency to solve the
PS, the 2 other learning measures were not influenced by motivation (see Suppl mat S5) in accordance
with previous results on wild mice38. This result suggests that, at least for the LSPS task, motivation did
not influence learning performances. Another factor explaining the lack of consistency is that some tasks that appear very similar to us could
in fact rely on different mechanisms4. For example, an experiment of Troisi et al.49 showed that learning
was not consistent in a spatial and a reversal learning task between 2 different spatial scales. They
hypothesize that this could be due to differences in the cognitive mechanisms implied at different spatial
scales (allo- vs egocentric navigation and cue use)49. This could contribute to the lack of consistency we
observe between the high- and the low-stress maze, as one of the differences between them is their size. However, in their study, for both the spatial learning and the reversal learning tasks, the smaller scale test
took place in the individual’s cage, while the larger scale tests happened in another room. We showed that
such a difference in design leads to a different perceived stress for the animals, both, behaviorally and
physiologically, while the stress level was not controlled for in the study of Troisi et al.49. Furthermore, a
scale difference may only explain a lack of consistency in the mazes while all the problem-solving setups
were of approximately the same size but still lacking in consistency. Nevertheless, this example shows Page 11/23 Page 11/23 that experimental setups and their intended effects on animals need to be designed very rigorously and
several potential confounding factors need to be considered. Underlying mechanisms Similarly, stress-related hormones such as glucocorticoids can bind to their respective receptors in
the brain and affect cognitive performances51. In rats, corticosterone blockade in a stressful situation
decreased learning performances in a spatial learning task, while corticosterone enhancement in a low-
stress situation increased them52. This could easily explain both the lack of consistency found between
the HSM and the LSM and that learning performances in a high-stress situation such as the HSM are
correlated with stress-sensitivity. On the other hand, exploration is often linked with cognitive
performances8, and especially aspects of problem-solving33,53. This explains that learning in a low-stress
condition such as the LSPS task was correlated with personality in the NE. The involvement of these
different physiological reactions following the stress context indicates that the cognitive performances
are strongly influenced by the design of the experiment, while personality remains relatively consistent,
hence, leading to different personality-learning associations. In addition, correlations between cognitive
measures appeared stronger in high-stress conditions compared to the low stress conditions. It is
suggesting that some of the mechanisms involved in the stressful situation are common to multiple
learning tasks, while the different cognitive tasks in the low-stress situation are more independent or more
strongly influenced by external factors. These context differences could then reveal mechanisms that underlie cognition16. Specifically, it is
known that different neurobiological mechanisms are involved in low- and high-stress cognitive tests19. It
has been shown in a spatial learning task that the memory-related protein ERK2 was activated during
learning in the amygdala, a brain region linked to fear, in a high-stress situation, but not in a low-stress
one50. Similarly, stress-related hormones such as glucocorticoids can bind to their respective receptors in
the brain and affect cognitive performances51. In rats, corticosterone blockade in a stressful situation
decreased learning performances in a spatial learning task, while corticosterone enhancement in a low-
stress situation increased them52. This could easily explain both the lack of consistency found between
the HSM and the LSM and that learning performances in a high-stress situation such as the HSM are
correlated with stress-sensitivity. On the other hand, exploration is often linked with cognitive
performances8, and especially aspects of problem-solving33,53. This explains that learning in a low-stress
condition such as the LSPS task was correlated with personality in the NE. Underlying mechanisms The involvement of these
different physiological reactions following the stress context indicates that the cognitive performances
are strongly influenced by the design of the experiment, while personality remains relatively consistent,
hence, leading to different personality-learning associations. In addition, correlations between cognitive
measures appeared stronger in high-stress conditions compared to the low stress conditions. It is
suggesting that some of the mechanisms involved in the stressful situation are common to multiple
learning tasks, while the different cognitive tasks in the low-stress situation are more independent or more
strongly influenced by external factors. Additionally, the lack of consistency between the two stress conditions suggests that cognitive traits may
be particularly flexible. On an evolutionary point of view, the flexibility of the underlying mechanisms of Page 12/23 Page 12/23 cognition can be adaptive, as the optimal cognitive phenotype can be different in different stress
contexts. Indeed, multiple trade-offs are involved in the determination of cognitive abilities and the
optimal outcome can be different following the situation. The first one is the trade-off costs-benefits of
cognition4. Advantages provided by learning are sometimes counteracted by direct (time and energy
demand) and indirect (correlations with other traits such as personality) costs54. Secondly, the speed-
accuracy trade-off describes the compromise between the precision/accuracy during a task and the time
necessary to perform it55. The stakes of low- and high-stress situation are intrinsically different, as the
individual’s life is supposedly more at risk in a stressful situation. This can influence the energy allocation
and the importance given to speed and/or accuracy in a cognitive task55,56. Acting distinctively on
cognitive performances in low- and high-stress situation would allow for a better fine-tuning of these
traits. However, we also find some differences between learning tasks. Cognitive syndromes are only present in
the low-stress condition in the PS tasks, but we only find personality-learning correlations in the high-
stress condition in the maze. In addition, while learning performances in the mazes are drastically
different between the 2 stress conditions, it is much less strong in the PS tasks. Indeed, even if
consistency could not be found between the learning measures from LSPS and HSPS, they still tended to
be positively correlated. In the same way as consistency in cognition4, our results suggest that the effect
of stress on cognitive performances and its strength are highly dependent on the cognitive task. Underlying mechanisms Different
mechanisms are probably involved in the different learning tasks and, therefore, they are differentially
mediated by the stress level of the test. More cognitive abilities should be tested in order to have a
broader view on the influence of stress on cognitive performances. Acknowledgments We would like to thank Milan Jovicic for his dedication to helping people and taking care of the mice and
Karem Lopez Hervas for her wise advice. We also want to acknowledge our 30 female Mus musculus
domesticus for the few mysteries they helped solve, the many other questions they raised and without
which this experiment wouldn’t have been possible. Data availability Raw data and R code is available: See attached files Competing interests The authors declare no competing interests. Author contributions M.D. and A.G. planned the study. M.D. collected the data. M.D. analyzed the data. M.D. and A.G. wrote the
paper. Evolution of cognition For the two studied cognitive tasks, learning performances have been shown to be not consistent across
different stress contexts and the correlations between the measured learning and personality traits were
different. Controlling for these conditions would be very important to unravel when cognitive syndromes
may affect fitness and what are their underlying mechanisms are. There are 3 important conditions for a
trait to be subject to evolution2,57. The first one, the presence of inter-individual variation in a population,
seems to be generally verified for cognition4. Secondly, the cognitive traits should be heritable. Even if not
completely clear, multiple clues tend to indicate that at least some of these traits are transmitted to the
next generation2,58. Finally, the inter-individual differences should lead to differences in fitness. A
causality between cognition and fitness is hard to determine, but several correlations have been
found2,4,54 suggesting that such a relationship exists. In addition to that, some studies found differences
in cognition between populations or related species with different ecology that could be adaptive38,59. These results imply that cognitive traits probably under selection pressure. It also means that if cognition
is correlated with some other traits, they won’t evolve in isolation8,57. Then, evolutionary changes in one
of these traits would lead to concurrent changes in correlated traits even if these are not under direct
selection60,61. The differences found in learning performances and their correlations with personality Page 13/23 Page 13/23 between stressful and non-stressful conditions shows the importance of taking stress into account when
designing a cognitive experiment, as it could drastically bias and induce misleading conclusions on the
underlying mechanisms and therefore also on the evolution of cognition. between stressful and non-stressful conditions shows the importance of taking stress into account when
designing a cognitive experiment, as it could drastically bias and induce misleading conclusions on the
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flexibility in a passerine. Anim. Behav. Cogn. 8, 446–461 (2021). 50. Akirav, I., Sandi, C. & Richter-Levin, G. References Differential activation of hippocampus and amygdala
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Moderate Stress. Learn. Mem. 11, 188–195 (2004). 53. Griffin, A. S. & Guez, D. Innovation and problem solving: A review of common mechanisms. Behav. Processes 109, 121–134 (2014). 53. Griffin, A. S. & Guez, D. Innovation and problem solving: A review of common mechanisms. Behav. Processes 109, 121–134 (2014). Page 17/23 Page 17/23 54. Morand-Ferron, J., Cole, E. F. & Quinn, J. L. Studying the evolutionary ecology of cognition in the wild:
a review of practical and conceptual challenges. Biol. Rev. 91, 367–389 (2016). 55. Chittka, L., Skorupski, P. & Raine, N. E. Speed–accuracy tradeoffs in animal decision making. Trends
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on Croston et al. Behav. Ecol. 26, 1460–1461 (2015). 58. Sorato, E., Zidar, J., Garnham, L., Wilson, A. & Løvlie, H. Heritabilities and co-variation among
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sympatric mouse lemur species. Proc. R. Soc. B Biol. Sci. 288, 20211728 (2021). 60. Louison, M. J., Hage, V. M., Stein, J. A. & Suski, C. D. Quick learning, quick capture: largemouth bass
that rapidly learn an association task are more likely to be captured by recreational anglers. Behav. Ecol. Sociobiol. 73, 23 (2019). 61. Walsh, B. & Blows, M. W. Abundant Genetic Variation + Strong Selection = Multivariate Genetic
Constraints: A Geometric View of Adaptation. Annu. References Rev. Ecol. Evol. Syst. 40, 41–59 (2009). Figures Page 18/23 Page 18/23 Figure 1
Increase in temperature related to physiological stress for each test. NE = novel environment, OF = open
field, LSM = low-stress maze, HSM = high-stress maze, LSPS = low-stress problem-solving, HSPS = high-
stress problem-solving. The high stress tests are represented in orange and the low-stress test in grey. The
significant differences are shown by stars (*: 0,01 < p < 0,05; **: 0,005 < p < 0,01; ***: p < 0,005). Figure 1 Figure 2 Differences in behavior between the high and low stress conditions in cognitive tests. a) Latency to enter
the maze for each trial, b) latency to approach the PS set-up for each test. High-stress condition is
represented by the orange color and low-stress condition by the grey color. Note: 22/290 values above
120 are not visible on fig. a) (of which 4 are from the LSM and 18 from HSM) and 4/108 above 120 on
fig. b) (all from LSPS). Differences in behavior between the high and low stress conditions in cognitive tests. a) Latency to enter
the maze for each trial, b) latency to approach the PS set-up for each test. High-stress condition is
represented by the orange color and low-stress condition by the grey color. Note: 22/290 values above
120 are not visible on fig. a) (of which 4 are from the LSM and 18 from HSM) and 4/108 above 120 on
fig. b) (all from LSPS). Figure 3
Repeatability estimates found between the learning measures of the different PS tasks: (a) whether the
task has been solved or not (b) the latency to solve the task (c) the time spend exploring the set-up before
solving. Solid arrows show a significant repeatability (*: 0,01 < p < 0,05; **: 0,005 < p < 0,01; ***: p < 0,005)
and dotted arrows an almost significant repeatability (. : 0,05 < p < 0,1). The high stress tests are Figure 3 Figure 3 Figure 1 Increase in temperature related to physiological stress for each test. NE = novel environment, OF = open
field, LSM = low-stress maze, HSM = high-stress maze, LSPS = low-stress problem-solving, HSPS = high-
stress problem-solving. The high stress tests are represented in orange and the low-stress test in grey. The
significant differences are shown by stars (*: 0,01 < p < 0,05; **: 0,005 < p < 0,01; ***: p < 0,005). Page 19/23 Page 19/23 Figure 3 Repeatability estimates found between the learning measures of the different PS tasks: (a) whether the
task has been solved or not (b) the latency to solve the task (c) the time spend exploring the set-up before
solving. Solid arrows show a significant repeatability (*: 0,01 < p < 0,05; **: 0,005 < p < 0,01; ***: p < 0,005)
and dotted arrows an almost significant repeatability (. : 0,05 < p < 0,1). The high stress tests are Repeatability estimates found between the learning measures of the different PS tasks: (a) whether the
task has been solved or not (b) the latency to solve the task (c) the time spend exploring the set-up before
solving. Solid arrows show a significant repeatability (*: 0,01 < p < 0,05; **: 0,005 < p < 0,01; ***: p < 0,005)
and dotted arrows an almost significant repeatability (. : 0,05 < p < 0,1). The high stress tests are Page 20/23 Page 20/23 Page 20/23 represented in orange and the low-stress test in grey. Numbers above arrows show repeatability
i represented in orange and the low-stress test in grey. Numbers above arrows show repeatability
estimates. represented in orange and the low-stress test in grey. Numbers above arrows show repeatability
estimates. estimates. Figure 4
Table of the correlations between the learning measures in the cognitive tests. Positive coefficients are
displayed in blue and negative coefficients in red. The cell is also colored in light blue or red when the
correlation is biologically relevant (above 0,30 or below -0,30) and in bright blue or red when the
correlation is statistically significant. Learning measures of the maze: Δe = difference in the number of
errors between the first and the best trial, e3 = number of errors at trial 3, ΔD = difference in the duration
of the test between the first and the best trial, #t = number of the best trial. Learning measures of the PS
ex = time spend exploring the set-up before solving, ls = latency to solve, s = solved or not. Figure 4 Learning measures of the
maze: Δe = difference in the number of errors between the first and the best trial, e3 = number of errors a
trial 3, ΔD = difference in the duration of the test between the first and the best trial, #t = number of the
best trial. Learning measures of the PS: ex = time spend exploring the set-up before solving, ls = latency
to solve, s = solved or not. Behavioral measure in the OF: d = distance. Behavioral measure in the NE: #ex
= number of exploration sessions, le = latency to emerge in the NE. Stress measures: ΔT1 = Increase in
temperature during trial 1, ΔT2 = Increase in temperature during trial 2. Figure 4 Table of the correlations between the learning measures in the cognitive tests. Positive coefficients are
displayed in blue and negative coefficients in red. The cell is also colored in light blue or red when the
correlation is biologically relevant (above 0,30 or below -0,30) and in bright blue or red when the
correlation is statistically significant. Learning measures of the maze: Δe = difference in the number of
errors between the first and the best trial, e3 = number of errors at trial 3, ΔD = difference in the duration
of the test between the first and the best trial, #t = number of the best trial. Learning measures of the PS:
ex = time spend exploring the set-up before solving, ls = latency to solve, s = solved or not. Page 21/23 Figure 5
Table of the correlations between learning measures in the cognitive tests and stress and behavioral
measures from the personality tests. Positive coefficients are displayed in blue and negative coefficients
in red. The cell is also colored in light blue or red when the correlation is biologically relevant (above 0,30
or below -0,30) and in bright blue or red when the correlation is significant. Learning measures of the
maze: Δe = difference in the number of errors between the first and the best trial, e3 = number of errors at
trial 3, ΔD = difference in the duration of the test between the first and the best trial, #t = number of the
best trial. Learning measures of the PS: ex = time spend exploring the set-up before solving, ls = latency
to solve, s = solved or not. Behavioral measure in the OF: d = distance. Behavioral measure in the NE: #ex
= number of exploration sessions, le = latency to emerge in the NE. Stress measures: ΔT1 = Increase in
temperature during trial 1, ΔT2 = Increase in temperature during trial 2. Figure 5
Table of the correlations between learning measures in the cognitive tests and stress and behavioral
measures from the personality tests. Positive coefficients are displayed in blue and negative coefficients
in red. The cell is also colored in light blue or red when the correlation is biologically relevant (above 0,30
or below -0,30) and in bright blue or red when the correlation is significant. Figure 6 Summary of the observed correlations between learning measures and with personality traits. Positive
correlations are shown in blue. Thick arrows represent stronger correlations and dashed arrows uncertain
correlations. Figure 5 Table of the correlations between learning measures in the cognitive tests and stress and behavioral
measures from the personality tests. Positive coefficients are displayed in blue and negative coefficients
in red. The cell is also colored in light blue or red when the correlation is biologically relevant (above 0,30
or below -0,30) and in bright blue or red when the correlation is significant. Learning measures of the
maze: Δe = difference in the number of errors between the first and the best trial, e3 = number of errors at
trial 3, ΔD = difference in the duration of the test between the first and the best trial, #t = number of the
best trial. Learning measures of the PS: ex = time spend exploring the set-up before solving, ls = latency
to solve, s = solved or not. Behavioral measure in the OF: d = distance. Behavioral measure in the NE: #ex
= number of exploration sessions, le = latency to emerge in the NE. Stress measures: ΔT1 = Increase in
temperature during trial 1, ΔT2 = Increase in temperature during trial 2. Table of the correlations between learning measures in the cognitive tests and stress and behavioral
measures from the personality tests. Positive coefficients are displayed in blue and negative coefficients
in red. The cell is also colored in light blue or red when the correlation is biologically relevant (above 0,30
or below -0,30) and in bright blue or red when the correlation is significant. Learning measures of the
maze: Δe = difference in the number of errors between the first and the best trial, e3 = number of errors at
trial 3, ΔD = difference in the duration of the test between the first and the best trial, #t = number of the
best trial. Learning measures of the PS: ex = time spend exploring the set-up before solving, ls = latency
to solve, s = solved or not. Behavioral measure in the OF: d = distance. Behavioral measure in the NE: #ex
= number of exploration sessions, le = latency to emerge in the NE. Stress measures: ΔT1 = Increase in
temperature during trial 1, ΔT2 = Increase in temperature during trial 2. Page 22/23 Supplementary Files This is a list of supplementary files associated with this preprint. Click to download. Curiosity.csv Page 23/23
Curiosity.csv
DelacouxandGuentherStressCognitionSupplementarymaterial.docx
DelacouxandGuentherStressCognitionstatisticsR.rmd
IranBehaviors.csv
IraniansALL.csv
Learningmaze.csv
MazeALL.csv
Openfield.csv
Probsol.csv
Temperatures.csv DelacouxandGuentherStressCognitionSupplementarymaterial.docx DelacouxandGuentherStressCognitionstatisticsR.rmd IraniansALL.csv Learningmaze.csv Page 23/23 Page 23/23
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Energy transfer speed of polymer network and its scaling-law of elastic modulus—New insights
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Articles You May Be Interested In 24 October 2024 05:16:25 24 October 2024 05:16:25 RESEARCH ARTICLE | DECEMBER 02 2019
Energy transfer speed of polymer network and its scaling-
law of elastic modulus—New insights RESEARCH ARTICLE | DECEMBER 02 2019 RESEARCH ARTICLE | DECEMBER 02 2019
Energy transfer speed of polymer network and its scaling
law of elastic modulus—New insights Ziqian Li
; Zishun Liu Articles You May Be Interested In Energy transfer speed of polymer network and its
scaling-law of elastic modulus—New insights Energy transfer speed of polymer network and its
scaling-law of elastic modulus—New insights Cite as: J. Appl. Phys. 126, 215101 (2019); doi: 10.1063/1.5129621
Submitted: 30 September 2019 · Accepted: 12 November 2019 ·
Published Online: 2 December 2019 ABSTRACT The elastic modulus E of a solvent-absorbable polymer network and its polymer-fraction f (or, conversely, water content) obey a scale-law
E ≏fν. In particular, for a polymer network paired with a good solvent, ν = 2.3. We now provide a fresh look at this problem from the
perspective of energy transfer speed defined for a complex fractal network. Two core algorithms are designed, showing that the elastic
modulus actually stands for the ability to transfer energy within a certain matter. Our algorithms can directly give the scaling exponent of
ν ¼ 2:3. It is much easier to understand the scaling law E ≏fν from the perspective of energy transfer speed. © 2019 Author(s). All article content, except where otherwise noted, is licensed under a Creative Commons Attribution (CC BY) license
(http://creativecommons.org/licenses/by/4.0/). https://doi.org/10.1063/1.5129621
October 20 AFFILIATIONS International Center for Applied Mechanics, State Key Laboratory for Strength and Vibration of Mechanical Structures,
School of Aerospace, Xi’an Jiaotong University, Xi’an 710049, China International Center for Applied Mechanics, State Key Laboratory for Strength and Vibration of Mecha
School of Aerospace, Xi’an Jiaotong University, Xi’an 710049, China a)zishunliu@mail.xjtu.edu.cn INTRODUCTION simply adjusted for the elastic contributions of swollen elastomers,
respectively. However, they did not explain the origin of ν ¼ 2:3
(they adopted another approximant value ν ¼ 2:25 instead of 2:3 in
their papers). Okumura et al. added two parameters into the F-R
model and analyzed their effects.10 Xiang et al. built a new general
constitutive model of soft elastomers from the microscopic perspec-
tive of statistic mechanics, but it failed to explain ν ¼ 2:3 too.11 By
far, only De Gennes provided a relatively good explanation of
E ≏f2:3.12 De Gennes deemed that ν ¼ 2:3 may be caused by
many factors, including (i) types of solvent (good solvent, poor
solvent, or athermal solvent), (ii) deformation of chains, (iii) mean-
square end-to-end distance of network strands in both polymer’s
preparation state and final state, and (iv) types of solvent concentra-
tion (dilute, semidilute, or concentrated concentration).2 Although
De Gennes’ theory is ingenious, the considered multifarious con-
cepts may be confusing because its methodology is quite different
from the F-R model. Could this question be simplified for easier
understanding? Our answer may be yes. 16:25 The
physics
of
long
flexible
chains
was
pioneered
by
Von Werner Kuhn, Paul J. Flory, and so forth. They constructed the
basic theories summarized in Flory’s book.1 The Flory-Rehner
theory (the F-R model) gives a rigorous mathematical derivation,
showing that the elastic modulus E of a hydrophilic polymer
network and its polymer fraction f follow a scale-law E ≏f1=3 for
a Gaussian polymer chain (random walk configuration).2–5 Polymer
chains in reality are usually non-Gaussian chains [self-avoiding walk
(SAW) configuration]. Experimental results show their scaling-law
relationship from the preparation state to dehydration state, paired
with a good solvent, can be approximated by E ≏f2:3 instead.6,7
Consistent results are obtained when we conduct experiments on
the polyacrylamide (PAAm) gel. This is confusing because the F-R
model claims that it includes all main physical factors, including
polymer molecules, solvent molecules as well as the interplay
between them, and hence, its derivation should not have conflicted
with the experimental results. The reason we conjecture is that the
F-R model has defects in describing the complex three-dimensional
cross-linked network configuration as it ignores the configuration
differences between chains.2 Journal of
Applied Physics ARTICLE scitation.org/journal/jap METHODOLOGY For a cross-linked network of the PAAm gel,
many people depict it as a regular net much like a fishing net.17–19
However, the PAAm network can become entangled and form
messy coils and strands; i.e., it is more likely to have a self-similar
(fractal) network configuration rather than a regular net-structure. To capture this essential property, the best candidate is the “self-
avoiding walk” (SAW) model proposed by Flory.1 In this paper, the CNG algorithm is designed for the three-
dimensional discrete PBC space, as the 3D space is much closer to
the reality than the 2D one. The design ideas in the 3D space (see
Movie 3 in the supplementary material) are consistent with the case
in the 2D space as shown previously. In the discrete 3D space, one
set of spatial coordinates consists of three integers. Thus, the total
number of positions (spatial coordinates) is constant for space with
a determinate width w. For example, if the width of the space w is
10, the total number of particles that space can involve is 1000. Every particle, including monomers, cross-linkers, and water mole-
cules, only occupies one position. Monomers are shown in blue, Physicists attempt to simplify polymer chains as much as pos-
sible by considering them as threads, shoelaces, or necklaces made
of beads on a string. For a cross-linked network of the PAAm gel,
many people depict it as a regular net much like a fishing net.17–19 However, the PAAm network can become entangled and form
messy coils and strands; i.e., it is more likely to have a self-similar
(fractal) network configuration rather than a regular net-structure. To capture this essential property, the best candidate is the “self-
avoiding walk” (SAW) model proposed by Flory.1 SAW is a path on a lattice that does not visit the same site
more than once. One path of SAW can be used to approximate a
single polymer chain (see Movie 1 in the supplementary material). In spite of the simple definition of SAW, most basic questions about
this model are difficult to resolve in a mathematically rigorous
fashion. In fact, they are achieved by a variety of nonrigorous
methods, primarily including computer simulations.20 Consequently,
using a rigorous mathematical derivation to get the scaling-law of
E ≏fν will lead to a dead end. We resort to computer simulations
to mimic the network configuration of the PAAm gel in this paper. METHODOLOGY We put up a new perspective from “complex network theory”
(CN theory) and energy transfer (ET) speed to reconsider the scaling-
law relationship of E ≏fν. Polymers, including rubbers and hydro-
gels, are macromolecules and usually have their own network In the open literature, some trials to amend the F-R model to
explain ν ¼ 2:3 instead of 1=3 have been carried out. Bastide et al.8
and Durning and Morman9 developed their scaling approaches J. Appl. Phys. 126, 215101 (2019); doi: 10.1063/1.5129621
© Author(s) 2019 J. Appl. Phys. 126, 215101 (2019); doi: 10.1063/1.5129621 126, 215101-1 Journal of
Applied Physics scitation.org/journal/jap ARTICLE of ultraviolet radiation catalysis and photoinitiators, the thermody-
namic motion of molecules assembles them into a huge cross-
linked network.21 This process can be imagined as playing the
LEGO bricks game. Figure 1 illustrates an example of the growth
process of the network in the 2D space. The corresponding visuali-
zation process is shown in Movie 2 in the supplementary material,
where red points are cross-linkers (MBAA), and blue parts are
polymer chains (AAm). configurations. We wonder whether CN theory, an emerging interdis-
ciplinary field,13 could be used to analyze the properties of the
polymer network. We infer that CN theory may be appropriate as it
has successfully solved many similar scaling-law problems in different
fields, such as the World Wide Web, earthquakes, epidemic spreading
as well as the social network.13–16 CN theory’s mathematical base has
not been completely and systematically built yet, but computer simu-
lations are helpful and reliable in this regard. Therefore, we plan to
abstract a discrete network model from a cross-linked PAAm gel and
use MATLAB (MathWorks) to analyze the relationship of E ≏fν. Two core algorithms are designed: “Cross-linked-Network-Growth
algorithm” (CNG algorithm) and “Energy-Transfer algorithm” (ET
algorithm), and the MATLAB codes are provided online (http://www. zsliu.net/index.php/publications). Simulating a full-scale gel network is impossible, and hence, we
only plan to obtain a partial mesoscopic network. Since the macro-
scopic world is almost infinite compared with the size of monomer
molecules, the periodic boundary condition (PBC) is adopted for
equating the infinite space. The 2D example that explains the rules of
PBC is shown in Fig. 2. p p p
Physicists attempt to simplify polymer chains as much as pos-
sible by considering them as threads, shoelaces, or necklaces made
of beads on a string. METHODOLOGY The PAAm gel consists of acrylamide (AAm) monomers and N,
N-methylenebisacrylamide (MBAA) as cross-linkers. With the help FIG. 2. The schematic of the periodic boundary space (2D) and the illustration
of the periodic boundary rule: When a molecular unit reaches the periodic boun-
dary of the space, take the AAm (marked as Pr) on the right side; for example,
it ends growth. It continues to grow synchronously from the new position
(marked as Pl) on the opposite side of the space again. However, it should be
regarded as a new chain. Similarly, the Pd monomer that touches the down-side
will jump to the up-side and continually grow. 24 October 2024 05:16:25 24 October 2024 05:16:25 FIG. 1. The schematic of the growth process of a cross-linked PAAm network
in the two-dimensional space. (a) Eight AAm monomers connected end to end,
forming a short chain. The identity of the ninth position depends on the number
ratio of AAm and MBAA. For example, if there are 40 000 AAm and 16 MBAA
randomly wander in the space at present, then the ninth position has 99.96%
probability to be AAm again or 0.04% probability to be an MBAA. (b) If the ninth
position is an MBAA, it can connect three other AAm as new neighbors. (c) A
huge cross-linked network will form in this way after a long time. This process
can be abstracted as a SAW model. FIG. 1. The schematic of the growth process of a cross-linked PAAm network
in the two-dimensional space. (a) Eight AAm monomers connected end to end,
forming a short chain. The identity of the ninth position depends on the number
ratio of AAm and MBAA. For example, if there are 40 000 AAm and 16 MBAA
randomly wander in the space at present, then the ninth position has 99.96%
probability to be AAm again or 0.04% probability to be an MBAA. (b) If the ninth
position is an MBAA, it can connect three other AAm as new neighbors. (c) A
huge cross-linked network will form in this way after a long time. This process
can be abstracted as a SAW model. FIG. 1. The schematic of the growth process of a cross-linked PAAm network
in the two-dimensional space. (a) Eight AAm monomers connected end to end,
forming a short chain. The identity of the ninth position depends on the number
ratio of AAm and MBAA. TABLE I. Polymer fraction and its corresponding space width. The precise value of the
corresponding polymer fraction is f ¼ 10:10%. Table I lists the
one-to-one correspondence of f and w. Figure 4 shows four network
configurations with different polymer fractions. csolid, s ¼
ffiffiffiffiffiffiffiffiffi
G=ρ
p
,
(1) (1) The network configurations generated by the CNG algorithm
are static, and it is by far impossible to “stretch” them and get
strain-stress curves to calculate their modulus. The difficulty lies in
building a connection between the network configurations and where G is the shear modulus and ρ is the density. In other words,
shear modulus and sound velocity obey a scaling relation G ≏c2
solid, s. In addition, sound is, in fact, a form of energy. Therefore, the
concept of sound velocity here may be directly compared to the new
concept of energy transfer speed V. The energy transfer speed V and
material elastic modulus E might also have a scaling relation of FIG. 3. Schematic of one position (green hexagram) in the three-dimensional
discrete space and its 26 neighbors (blue filled points at the front and hollow
points at back), including 6 neighbors on faces, 12 neighbors on sides, and 8
neighbors at corners. The distance from the central position to a surface
neighbor is 1. g
g
E ≏V2:
(2) E ≏V2:
(2)
0
05
6 (2) Now, we have found a bridge connecting the static network
configurations generated by the CNG algorithm and elastic
modulus. If we can design an “energy transfer (ET) algorithm” to
calculate the time of energy spreading within a network, it is possi-
ble to determine the corresponding energy transfer speed. To better understand the concept of energy transfer, it is
easier to imagine it as a serious forest fire flaring up in this
network space (see Movie 4 in the supplementary material). AAm
and MBAA particles can be seen as trees, and the energy spreading
among them is like a spreading fire. The idea of determining the
fire spreading speed is to ignite some trees located on one edge of
the forest and record the total time cost for spreading the whole
forest. In the beginning, all particles on the one side are ignited. Then, the burning trees ignite their neighbors according to some
designated rules (introduced later). TABLE I. Polymer fraction and its corresponding space width. TABLE I. Polymer fraction and its corresponding space width. cross-linkers are shown in red, and unoccupied positions represent
water molecules. Every position has a total of 26 nearest neighbors
around, as shown in Fig. 3. Rigorously speaking, the distances from
these neighbors to the central seat are not identical, but the tiny
differences in neighbor-to-center distances can be ignored. This
approximation has a great advantage as it reduces the probability that
a growing chain walks into the dead end, becoming a dangling chain. their modulus. It is gratifying that this problem may be solved by
another novel perspective on the physical meaning of material
modulus. The modulus of a material, by our conjecture, stands for
its ability to resist disturbance or even deformation. High modulus
represents that the interactions within the microstructure of the
material are strong. More atoms or molecules can react together
against external disturbances or stimulations at the same time. It also
means that they can transfer external energy to their neighbors and
spread energy to distant places faster. There is an example in our life
that can help to understand this perspective. It is well known that
different materials can spread sound waves at different speeds. At
20 °C, the speed of sound in air is about 343 m=s. Sound travels at
1493 m=s in water, at 5130 m=s in steel, and at 12 000 m=s in
diamond. In acoustics, the sound velocity of shear waves (csolid, s)
propagating in a homogeneous three-dimensional solid is given by All CNG algorithm input parameters only involve the number
of cross-linkers nMBAA, the number of monomers nAAm, and the
space width w. The polymer fraction f in the CNG algorithm is
determined only by w and nAAm. The mass of MBAA is ignored as
its mass proportion is negligible.6 Here, we present an example of
how to calculate the w when f ¼ 10%. The mass fraction of AAm is
10% and water accounts for 90%. The molar masses of the water mol-
ecule and AAm molecule are 18 g=mol and 71:08 g=mol, respectively. Thus, the molecular number ratio for water and AAm is about 35:54. If we take nMBAA ¼ 19 494 and nMBAA ¼ 9, the total positions shall
be about Nspace ¼ 19 494 (1 þ 35:54) 712 311 ¼ w3. Then, w is
89:31, taking integer 89 as the final result. METHODOLOGY For example, if there are 40 000 AAm and 16 MBAA
randomly wander in the space at present, then the ninth position has 99.96%
probability to be AAm again or 0.04% probability to be an MBAA. (b) If the ninth
position is an MBAA, it can connect three other AAm as new neighbors. (c) A
huge cross-linked network will form in this way after a long time. This process
can be abstracted as a SAW model. FIG. 2. The schematic of the periodic boundary space (2D) and the illustration
of the periodic boundary rule: When a molecular unit reaches the periodic boun-
dary of the space, take the AAm (marked as Pr) on the right side; for example,
it ends growth. It continues to grow synchronously from the new position
(marked as Pl) on the opposite side of the space again. However, it should be
regarded as a new chain. Similarly, the Pd monomer that touches the down-side
will jump to the up-side and continually grow. J. Appl. Phys. 126, 215101 (2019); doi: 10.1063/1.5129621
© Author(s) 2019 126, 215101-2 126, 215101-2 Journal of
Applied Physics ARTICLE scitation.org/journal/jap TABLE I. Polymer fraction and its corresponding space width. TABLE I. Polymer fraction and its corresponding space width. As
the
polymer
fraction
increases, the
PAAm gel network becomes more con-
densed. It looks more like a nonfractal
construction when the polymer fraction
reaches 70%. beginning [Fig. 5(a) t = 0], all particles on the right side are ignited
(introduced a fire source), and they are marked as green. Which
side to choose as the source of fire is an artificial choice. We also
have tried the particles on the up-side and front-side as the fire
source, and the energy speed output is indeed different for the
same network configuration because the network is not isotropic
and homogeneous. Especially for the network configuration with
low f, the divergences among the left-side, up-side, and front-side
are distinct. However, the final statistic results are still very close to
each other. In the following step [Fig. 5(a) t = 1], those already
ignited trees at t = 0 are marked as black. These green points will
ignite their neighbors in the next step (t = 2). In this way, trees are
ignited gradually until there are no other new trees that can be
ignited and the spreading fire cannot sustain anymore. 9 nearest neighbors (P2–P10) belonging to three different chains. P2
and P3 are the nearest neighbors sharing the same chain with P1. P2 has been already burnt at the previous time step, and P3 is still
untouched. P4–P7 are on another chain, while P8 and P9 are on the
third chain, where P4, P5, P8, and P9 have been burnt and the rest
are still intact. For the next time step, P3 will definitely be ignited. Moreover, one more neighbor should also be ignited from P6, P7,
and P10 randomly. This stipulation comes from a deduction that
one AAm monomer forms only one hydrogen bond with another
AAm through water molecules. It only happens when two chains
are close enough, usually at a distance equivalent to the size of one
or two water molecules.22,23 Hydrogen bonds are also able to trans-
fer energy by acting as a virtual connection. The spreading fire must obey some rules as well. A burning
tree does not ignite all its neighbors at once. Figure 5(b) illustrates
an easy-to-understand example explaining the energy transfer rules. In Fig. 5(b), there are ten points in the local space. The central
green point (marked as P1) is on fire at the present time step. It has TABLE I. Polymer fraction and its corresponding space width. At the end, after all ignitable
trees are burnt, the energy transfer speed V is defined as the
number of “burnt trees” nb divided by the total number of time
steps T. V is a dimensionless quantity, FIG. 3. Schematic of one position (green hexagram) in the three-dimensional
discrete space and its 26 neighbors (blue filled points at the front and hollow
points at back), including 6 neighbors on faces, 12 neighbors on sides, and 8
neighbors at corners. The distance from the central position to a surface
neighbor is 1. V ¼
def nb=T:
(3) (3) The details about the ET algorithm are shown in Fig. 5. Figure 5(a) shows the general process of energy transfer. At the J. Appl. Phys. 126, 215101 (2019); doi: 10.1063/1.5129621
© Author(s) 2019 126, 215101-3 126, 215101-3 Journal of
Applied Physics scitation.org/journal/jap FIG. 4. Configurations of PAAm gel
networks generated by the CNG algo-
rithm for different polymer fractions: (a)
f¼10wt:%, w¼89; (b) f¼20wt:%,
w¼69; (c) f¼40wt:%, w¼51; and
(d) f ¼ 70 wt: %, w ¼ 37. The messy
blue lines represent polymer chains,
and red dots are cross-linked points. For configuration f ¼ 10%, macromo-
lecular chains in the space are sparse
that looks like a fractal construction. As
the
polymer
fraction
increases, the
PAAm gel network becomes more con-
densed. It looks more like a nonfractal
construction when the polymer fraction
reaches 70%. 24 October 2024 05:16:25 FIG. 4. Configurations of PAAm gel
networks generated by the CNG algo-
rithm for different polymer fractions: (a)
f¼10wt:%, w¼89; (b) f¼20wt:%,
w¼69; (c) f¼40wt:%, w¼51; and
(d) f ¼ 70 wt: %, w ¼ 37. The messy
blue lines represent polymer chains,
and red dots are cross-linked points. For configuration f ¼ 10%, macromo-
lecular chains in the space are sparse
that looks like a fractal construction. As
the
polymer
fraction
increases, the
PAAm gel network becomes more con-
densed. It looks more like a nonfractal
construction when the polymer fraction
reaches 70%. FIG. 4. Configurations of PAAm gel
networks generated by the CNG algo-
rithm for different polymer fractions: (a)
f¼10wt:%, w¼89; (b) f¼20wt:%,
w¼69; (c) f¼40wt:%, w¼51; and
(d) f ¼ 70 wt: %, w ¼ 37. The messy
blue lines represent polymer chains,
and red dots are cross-linked points. For configuration f ¼ 10%, macromo-
lecular chains in the space are sparse
that looks like a fractal construction. RESULTS Similarly, black points (P4, P5, P2, P8, and P9) are monomers that
have already activated by energy (already burnt trees), and the central green point P1 is the current fire source. Black points cannot be ignited anymore; only P3, P6, P7,
and P10 are the candidates of being ignited by P1. completely, and it becomes a dense entity. Then, T is w=2, and nb is
w3, resulting in Vlimit ¼ 2w2. Based on our earlier hypothesis [see
Eq. (2)], we have the following power-law relationship:
r 2024 05:16: 1:16 according to two different fitting methods. Besides, the theo-
retical upper limit Vlimit in Fig. 6 is calculated from the case where
f ¼ 1. In this situation, every position in the space is occupied by
monomers or cross-linkers. Fractal network configuration disappears E ≏V2 ≏f2τ:
(4)
5 (4) FIG. 6. Discrete data of polymer fraction against energy transfer speed. The dis-
crete data range from f ¼ 10% to f ¼ 70%. The data at f ¼ 1 are the theoret-
ical upper limit. Two fitting methods give the 1.08 and 1.16 power-law exponents. Taking the average of τ ¼ 1:08 and 1:16, the result is Taking the average of τ ¼ 1:08 and 1:16, the result is Taking the average of τ ¼ 1:08 and 1:16, the result is E ≏f2:24:
(5) (5) It is a satisfying result where 2.24 is very close to our target value
2.3, and it reinforces our hypothesis in this paper to a quite extent. In fact, we also ran our models for different scales, including 10 752
AAm plus 2 MBAA, 53 760 AAm plus 16 MBAA, and even 108 300
AAm plus 50 MBAA, obtaining similar results. It is a satisfying result where 2.24 is very close to our target value
2.3, and it reinforces our hypothesis in this paper to a quite extent. In fact, we also ran our models for different scales, including 10 752
AAm plus 2 MBAA, 53 760 AAm plus 16 MBAA, and even 108 300
AAm plus 50 MBAA, obtaining similar results. RESULTS We run CNG and ET algorithms hundreds of times. The rela-
tionship of V ≏fτ can then be fitted by MATLAB built-in app
“Curve Fitting.” The result is shown in Fig. 6, with τ ¼ 1:08 or J. Appl. Phys. 126, 215101 (2019); doi: 10.1063/1.5129621
© Author(s) 2019 126, 215101-4 Journal of
Applied Physics scitation.org/journal/jap FIG. 5. (a) The illustrations of the energy transfer process. In every code loop, the ET algorithm first shows the “molecular trees” (AAm) that are burning currently (marked
as green points) and then calculate which neighbors will be ignited (highlighted as green in the next time step). Those already ignited trees at the previous time steps are
marked as black, and they cannot ignite others and be ignited by others again. Besides, since this space is periodic, when the fire reaches the periodic boundary, it will
ignite the trees on the boundary and the counterpart trees on the opposite boundary. (b) The schematic diagram of energy transfer rules. There are three partial polymer
chains (blue line: line 2-1-3, line 4-5-6-7, and line 8-9-10) within the neighbor area of the center point. Similarly, black points (P4, P5, P2, P8, and P9) are monomers that
have already activated by energy (already burnt trees), and the central green point P1 is the current fire source. Black points cannot be ignited anymore; only P3, P6, P7,
and P10 are the candidates of being ignited by P1. 24 O FIG. 5. (a) The illustrations of the energy transfer process. In every code loop, the ET algorithm first shows the “molecular trees” (AAm) that are burning currently (marked
as green points) and then calculate which neighbors will be ignited (highlighted as green in the next time step). Those already ignited trees at the previous time steps are
marked as black, and they cannot ignite others and be ignited by others again. Besides, since this space is periodic, when the fire reaches the periodic boundary, it will
ignite the trees on the boundary and the counterpart trees on the opposite boundary. (b) The schematic diagram of energy transfer rules. There are three partial polymer
chains (blue line: line 2-1-3, line 4-5-6-7, and line 8-9-10) within the neighbor area of the center point. CONCLUDING REMARKS The scaling law between modulus and polymer fraction can be
explained by complex network theory as the network configuration
of the PAAm gel can be abstracted into a self-avoiding walk model. We hereby reconsider the physical meaning of modulus to look for
a bridge to connect our network model and elastic modulus. It is
reasonable to think that the modulus of a material reflects its
ability to transfer disturbance, deformation, or any form of energy. The number of particles participating in the dissipation of external
energy within a certain amount of time determines the modulus. FIG. 6. Discrete data of polymer fraction against energy transfer speed. The dis-
crete data range from f ¼ 10% to f ¼ 70%. The data at f ¼ 1 are the theoret-
ical upper limit. Two fitting methods give the 1.08 and 1.16 power-law exponents. J. Appl. Phys. 126, 215101 (2019); doi: 10.1063/1.5129621
© Author(s) 2019 126, 215101-5 Journal of
Applied Physics scitation.org/journal/jap ARTICLE 3L. R. G. Treloar, The Physics of Rubber Elasticity, 3rd ed. (Oxford University
Press, New York, 1975). Actually, this can be seen as a macroscopic reflection of microinter-
plays. Higher modulus means that it can spread energy to every
part of the material faster. Therefore, a new concept, energy trans-
fer speed, is defined in this paper, which can be used to explain
modulus. From the perspective of energy transfer, an interesting
bridge
connecting
material
modulus
and
polymer
fraction,
E ≏V2 ≏f2τ, has been found. In order to find out the exact value
of τ, two algorithms are designed in this work, which are the cross-
linked network-growth algorithm and energy transfer algorithm. Finally, a satisfying result of E ≏f2:24 is obtained. We hope our
work can inspire others with a fresh look at hydrogels. Moreover,
we will continue to handle the questions on the fracture behaviors
of hydrogels based on this methodology. 4Z. Liu, W. Toh, and T. Y. Ng, Int. J. Appl. Mech. 7, 1530001 (2015)
5 5S. Zheng, Z. Li, and Z. Liu, Int. J. Appl. Mech. 137, 263 (2018). 6 6E. Zhang, R. Bai, X. P. Morelle, and Z. Suo, Soft Matter 14, 3563 (2018). 7 7K. Urayama, T. Kawamura, and S. Kohjiya, J. Chem. Phys. 105, 4833
(1996). 8J. Bastide, S. Candau, and L. Leibler, Macromolecules 14, 719 (1981). 9 9C. J. Durning and K. N. Morman, Jr., J. Chem. Phys. 98, 4275 (1993). CONCLUDING REMARKS 10 10D. Okumura, A. Kondo, and N. Ohno, J. Mech. Phys. Solids 90, 61
(2016). 11Y. Xiang, D. Zhong, P. Wang, G. Mao, H. Yu, and S. Qu, J. Mech. Phys. Solids
117, 110 (2018). 12P.-G. De Gennes, Scaling Concepts in Polymer Physics (Cornell University
Press, New York, 1979). 13M. Newman, Networks (Oxford University Press, 2018). SUPPLEMENTARY MATERIAL y
14A.-L. Barabási and R. Albert, Science 286, 509 (1999). 15 14A.-L. Barabási and R. Albert, Science 286, 509 (1999). 15P. Bak, How Nature Works: The Science of Self-Organized Criticality (Springer
Science & Business Media, 2013). See the supplementary material for Movies 1–4 mentioned in
this paper. 16R. Pastor-Satorras and A. Vespignani, Phys. Rev. Lett. 86, 3200 (2001). 17X. Zhao, Soft Matter 10, 672 (2014). ACKNOWLEDGMENTS 18F. J. Vernerey, R. Brighenti, R. Long, and T. Shen, Macromolecules 51, 6609
(2018). We gratefully acknowledge the support from the National
Natural Science Foundation of China (NNSFC) through Grant
Nos. 11811530287 and 11572236. 19R. Bai, J. Yang, X. P. Morelle, C. Yang, and Z. Suo, ACS Macro Lett. 7, 312
(2018). 20N. Madras and G. Slade, The Self-Avoiding Walk (Springer Science & Business
Media, 2013). REFERENCES 21T. Tanaka, Gels. Sci. Am. 244, 124 (1981). 22 21T. Tanaka, Gels. Sci. Am. 244, 124 (1981). 22 1P. J. Flory, Principles of Polymer Chemistry (Cornell University Press, New York,
1953). 2 22J. N. Israelachvili, P. M. Mcguiggan, and A. M. Homola, Science 240, 189
(1988). 23E. Bonaccurso, M. Kappl, and H.-J. Butt, Phys. Rev. Lett. 88, 076103
(2002). 24 Oc 2M. Rubinstein and R. H. Colby, Polymer Physics (Oxford University Press,
New York, 2003), Vol. 23. 2M. Rubinstein and R. H. Colby, Polymer Physics (Oxford University Press,
New York, 2003), Vol. 23. 126, 215101-6 126, 215101-6 J. Appl. Phys. 126, 215101 (2019); doi: 10.1063/1.5129621
© Author(s) 2019
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Spanish; Castilian
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Lebiasina yepezi, a new Lebiasininae (Characiformes: Lebiasinidae) from the Serra Parima-Tapirapecó mountains
|
Neotropical ichthyology/Neotropical Ichthyology
| 2,011
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cc-by
| 8,527
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1Universidade de São Paulo, Museu de Zoologia, P. O. Box 42494, 04218-970 São Paulo, Brazil. alnferreira@gmail.com; oyakawa@usp.br;
cezarnolasco@yahoo.com.br
2Instituto Nacional de Pesquisas da Amazônia, Coordenação de Pesquisas em Biodiversidade, P. O. 478, 69060-001 Manaus, Brazil.
zuanon@inpa.gov.br Neotropical Ichthyology, 9(4): 767-775, 2011
Copyright © 2011 Sociedade Brasileira de Ictiologia Neotropical Ichthyology, 9(4): 767-775, 2011
Copyright © 2011 Sociedade Brasileira de Ictiologia Lebiasina yepezi, a new Lebiasininae (Characiformes: Lebiasinidae)
from the Serra Parima-Tapirapecó mountains André L. Netto-Ferreira1, Osvaldo T. Oyakawa1, Jansen Zuanon2 and José C. Nolasco1 André L. Netto-Ferreira1, Osvaldo T. Oyakawa1, Jansen Zuanon2 and J Ferreira1, Osvaldo T. Oyakawa1, Jansen Zuanon2 and José C. Nolasco1 Lebiasina yepezi, a new Lebiasininae with a conspicuous color pattern, is described. The new species is endemic of the
headwaters of the rio Negro, rio Branco, and rio Orinoco in the Serra Parima-Tapirapecó Mountains, at the border of Brazil and
Venezuela. The new species is readily distinguished from all other Lebiasininae by the presence of four black longitudinal
stripes on the trunk, and the triangular shaped dorsal surface of the mesethmoid, lacking lateral projections. The unusual color
pattern is contrasted with those of other lebiasinin, as well as members of the pyrrhulinin genus Nannostomus. A close
relationship between Lebiasina yepezi and the Gran Sabana (Venezuela) species is suggested based in color pattern features. The present contribution corresponds to a further refutation of the type locality of L. intermedia, as suggested on its
description, since Lebiasinins, except L. bimaculata, L. boruca, and L. festae, do not occur in low land waters. Lebiasina yepezi, um novo Lebiasininae com um conspícuo padrão de colorido, é descrito. A nova espécie é endêmica das
cabeceiras do rio Negro, rio Branco e rio Orinoco, na Serra Parima-Tapirapecó, ao longo da fronteira entre Brasil e Venezuela. A nova espécie é prontamente diferenciada das demais espécies pela presença de quatro faixas longitudinais escuras ao longo
do corpo, e a superfície dorsal do mesetmoide com o formato triangular, não apresentando projeções laterais. O padrão de
colorido incomum é comparado com o dos demais Lebiasininae e também com o dos Pyrrhulininae do gênero Nannostomus. Uma próxima relação é proposta entre Lebiasina yepezi e as espécies da Gran Sabana (Venezuela) com base em caracteres de
colorido. A presente contribuição corresponde a mais uma refutação da localidade-tipo de L. intermedia conforme sugerida na
descrição daquela espécie, uma vez que os lebiasiníneos, com exceção de L. bimaculata, L. boruca e L. festae, não ocorrem
em rios de terras baixas. Key words: Distribution pattern, Gran Sabana, Guyana Shield, Ostariophysi, Systematics. Nannostomus or Pyrrhulina.-Géry, 1977: 588 [photography].
Lebiasina sp.-Géry & Zarske, 2002: 44-45 [comparison with
Derhamia hoffmannorum Géry & Zarske]. Nannostomus or Pyrrhulina.-Géry, 1977: 588 [photography]. Lebiasina sp.-Géry & Zarske, 2002: 44-45 [comparison with
Derhamia hoffmannorum Géry & Zarske]. y
Collections in the upper courses of the rio Negro, rio
Branco, and rio Orinoco draining from the Serra Parima-
Tapirapecó, along the border of Brazil and Venezuela, yielded
specimens of a conspicuously patterned new lebiasinin, which
is described herein, and its relationships among other
Lebiasininae are discussed. The new species is assigned to
the genus Lebiasina following anterior studies questioning
the validity of Piabucina (Eigenmann & Allen, 1942;
Weitzman, 1964; Machado-Allison, 1974; Dahl, 1971; Géry,
1977; Taphorn, 1992; Géry & Zarske, 2002), or disregarding it
(Ardila-Rodríguez, 1994, 1999, 2000, 2001, 2002, 2004, 2008a,
2008b, 2009, 2010), not withstanding the presence of an
adipose fin in most species described. Holotype. MNRJ 39067, 152.9 mm SL, Brazil, Amazonas State,
upper rio Negro drainage, rio Marari, tributary of rio Padauari, at
basecamp between 700 and 1000 m elev., upstream to Missão Marari
of Ianomami Village, Serra Tapirapecó, 1°12’26”N 64°47’18”W, 12
Apr to 20 May 2004, U. Caramaschi & D. F. Moraes. Paratypes. MNRJ 38917, 24, 23.7-123.5 mm SL (4, 97.5-123.5
mm SL), same data as holotype. Brazil. Roraima State, rio Branco
drainage: INPA 15091, 2, 21.8-40.5 mm SL, MZUSP 62918, 3,
31.9-81.5 mm SL, MZUSP 81128 (1 c&s, 42.8 mm SL) Igarapé das
Irmãs, rio Parima, tributary of rio Branco, 21 Sep 1998, Oncocercosis
Team. INPA 15742 (1, 88.2 mm SL), rio Parima, tributary of rio
Branco, Xitei-Xidea, 2°36’29”N 63°52’18”W, 17 Apr 1979, U. Barbosa (Oncocercosis Team). INPA 15743 (9/18, 14.6-22.6 mm
SL), MZUSP 62917 (8, 12.0-38.2 mm SL), Irmãs Xiteí, 9 Dec
1997, Oncocercosis Team. INPA 20518 (1, 93.6 mm SL), MZUSP
81129, 1, 90.2 mm SL, rio Mucajaí, tributary of rio Branco,
Yanomami’s indigenous area, Apr 2002, M. William. MPEG 1830,
1, 94.5 mm SL, Serra Parima, tributary of rio Uraricoera, 1200 m
elev., Mar 1962, M. Hidasi [specimen examined by Géry, in Géry
& Zarske, 2002: 45]. MZUSP 62916, 1, 96.5 mm SL, rio Parima,
tributary of rio Branco, Xitei-Xidea, 2°36’29”N 63°52’18”W, 17
Apr 1979, U. Barbosa (Oncocercosis Team). USNM 306560, 3,
21.8-27.0 mm SL, río Parima, H. Axelrod, March 1963 [one
specimen photographed and ilustrated in Géry, 1977: 588]. Venezuela. Amazonas State, rio Orinoco drainage: MAC-PAY 591
8, 37.1-134.9 mm SL (3, 90.6-134.9 mm SL), rio Niyayobä, Sierra
Parima, 2°45’N 64°18’W, 17 Oct 1982, J. Fernández. Nannostomus or Pyrrhulina.-Géry, 1977: 588 [photography].
Lebiasina sp.-Géry & Zarske, 2002: 44-45 [comparison with
Derhamia hoffmannorum Géry & Zarske]. MAC-PAY
619, 3, 27.3-40.0 mm SL, Cañito Jopajewä, tributary of left margin
of río Padamo, upstream of Coshilowäteri, tributary of right margin
of rio Orinoco, 2º54’N 65º17’W, 22 Oct 1982, J. Fernández. MBUCV
11000, 2, 114.3-145.8 mm SL (1, 145. 8 mm SL), Atabapo, Caño
Herita, río Ocamo, tributary of right margin of upper rio Orinoco,
3°45’N 64°35’W, Nov 1975, J. Lizot. MHNLS 4160, 1, 106.7 mm
SL, Mavaca, upper rio Orinoco, mouth of río Mavaca, 2º31’N
65º11’W, Nov 1981, J. Finkers. MHNLS 797, 2, 40.8-83.8 mm SL,
Venezuela, Amazonas, Raudal Culebra 3º36’N 65º48’W, Dec 1951,
A. Fernández-Yepez. Results high waters in the rio Amazonas, rio Orinoco and coastal
drainages on the Atlantic and Pacific slopes of Colombia,
Costa Rica, Ecuador, Guyana, Panama, Peru, and Venezuela. The only exception would be Lebiasina intermedia
Meinken, presumably from Santarém in the lower Amazon
(Géry, 1977; Weitzman & Weitzman, 2003). Introduction miniature Nannostomus anduzei Fernandez & Weitzman,
about 1.6 mm SL, to species of Lebiasina, that reach up to
200.0 - 250.0 mm SL. The Lebiasinidae is a Neotropical characiform family
consisting of seven genera distributed in two subfamilies:
Lebiasininae (Lebiasina Valenciennes, plus Piabucina
Valenciennes), and Pyrrhulininae (Pyrrhulina Valenciennes,
Copeina Fowler, Copella Myers and Nannostomus Günther). The monotypic genus Derhamia Géry & Zarske was originally
assigned to the Lebiasininae (Géry & Zarske, 2002), but it
was not placed in either subfamilies by Weitzman & Weitzman
(2003), and it is currently considered an incertae sedis genus
in the Lebiasinidae (Nelson, 2006). The species belonging to
the family are small- to medium-sized fishes ranging from the The greatest diversity of the family occurs in the
Pyrrhulininae, which are distributed primarily in the Amazon
and Orinoco basins, and coastal rivers of the Guyana
Shield, occuring mainly in shallow waters of forest streams
and small ponds along the lower parts of larger rivers. Pyrrhulina, the most widespread and speciose genus in
the family, is the only one known for the Paraná-Paraguay
system (including the rio Uruguay). Species of Lebiasininae,
on the other hand, are usually found in the upper courses
of streams with rocky or sandy bottoms and well oxygenated 767 A new Lebiasininae from the border of Brazil and Venezuela 768 Material and Methods C. Nolasco Fig. 1. Lebiasina yepezi: a) MNRJ 39067 holotype (152.9 mm SL), Brazil, Amazonas, rio Marari, tributary of rio Padauari,
Serra Tapirapecó; b) MNRJ 38917, paratype (97.5 mm SL), same data as holotype. Fig. 1. Lebiasina yepezi: a) MNRJ 39067 holotype (152.9 mm SL), Brazil, Amazonas, rio Marari, tributary of rio Padauari,
Serra Tapirapecó; b) MNRJ 38917, paratype (97.5 mm SL), same data as holotype. distinctly larger, teeth gradually decreasing in size posteriorly. Inner series with several minute conical teeth extending from
the symphysis to coronoid process. Branchiostegal rays 4, 3
articulating with anterior-ceratohyal, and one with posterior-
ceratohyal. yuruaniensis Ardila-Rodríguez) by the secondary stripe
extending along scales of second and third longitudinal series
(vs. stripe extending along scales of first and second
longitudinal series), and caudal-fin blotch restricted to the
caudal-fin median rays (vs. anterior margin of candal-fin blotch
extending onto caudal peduncle). The new species also differ
from its closest geographical relatives, L. yepezi differs from
L. taphorni Ardila-Rodríguez, L. unitaeniata (Günther), L. uruyensis, and L. yuruaniensis Ardila-Rodríguez by the extent
of the intermediate stripe (from infraorbitals to anal-fin origin;
vs. intermediate stripe restricted to infraorbitals 2 to 4). Scales cycloid, circuli restricted to posterior border of
scales, several radii (approx. 25) converging to center of scales
and strongly anastomosed in the center, forming several cells. Lateral line longitudinal series with 26(1), 27(5), 28*(4), or
29(1) scales, of which only 3(3), 4(1), 5*(9), or 6(1) are
perforated. Longitudinal rows of scales between dorsal and
pelvic fins 7. Predorsal scales 12(7) or 13*(7). First longitudinal
row of scales usually reaching vertical through dorsal-fin
terminus, but may extend beyond that point by one or two
scales. Circumpeduncular scales 12. Description. Morphometric data of Lebiasina yepezi are
presented in Table 1. Body compressed and elongate. Dorsal
profile of body distinctly convex from upper lip to vertical
through nares, becoming slightly convex from that point to
vertical through pectoral-fin origin, then nearly straight from
latter to dorsal-fin origin; and slightly concave from that point
to dorsal caudal-fin procurrent rays. Ventral profile of head
and trunk convex from lower lip to pelvic-fin origin; straight
from that point to anal-fin origin, convex at anal fin base, and
concave from anal fin terminus to caudal-fin procurrent rays. Mouth terminal. Premaxillary with single row of 9(1) or
11(1) tricuspid teeth decreasing in size posteriorly. Material and Methods Counts and measurements follow Fink & Weitzman (1974)
and Menezes & Weitzman (1990). All measurements were made
point-to-point on the left side of the specimens whenever
possible, with dial calipers with a precision of 0.1 mm. Standard
length is presented in mm, all other measurements are
presented as proportions of standard length (SL), except for
subunits of head, which are presented as proportions of head
length (HL). Meristic data are given in the description,
followed by the frequency of each count in parenthesis, and
an asterisk indicates the value of the holotype. Counts of
teeth, vertebrae, supraneurals, and procurrent caudal-fin rays
were taken only from cleared and double-stained paratypes
(c&s), prepared according to Taylor & van Dyke (1985), or x-
rayed specimens. Vertebrae of the Weberian apparatus were
included as four elements in the precaudal counts, and the
fused PU1+U1 of the caudal region as a single element in the
caudal counts. Pattern of circuli and radii was observed on
scales sampled from the region between the lateral line series
and the insertion of the dorsal fin. Color pattern nomenclature
follows Weitzman (1966). Institutional abbreviations follow
Ferraris (2007), with the addition of CAR (Colección Carlos A. Ardila Rodríguez, Barranquilla, Atlantico, Colombia), IAvH-P
(Instituto de Investigación de Recursos Biológicos Alexander
von Humboldt, Colleción de Pecas, Villa de Leyva, Boyacá,
Colombia), MAC-PAY (Ministerio de Agricultura y Cría,
Instituto Nacional de Investigaciones Agricolas (INIA),
Estación Experimental Amazonas, Puerto Ayacucho,
Amazonas, Venezuela), UCR (Universidad de Costa Rica,
Escuela de Biología, Museo de Zoologia, Departamento de
Biología, Collección de Ictiología, San Jose, Costa Rica) and
UF (University of Florida, Florida Museum of Natural History,
Gainesville, Florida, USA.). Abbreviations used in the text
are: FRO - frontal; LAT - lateral ethmoid; MES - mesethmoid;
NAS - nasal; PRE - premaxillary. Diagnosis. Lebiasina yepezi is readily distinguished from all
other members of Lebiasininae by the presence of a primary,
secondary, tertiary, and intermediate stripes on the sides of
the trunk (Fig. 1; vs. primary and secondary stripes present in
most Lebiasininae, except: L. astrigata (Regan), L. aureogutatta (Fowler), L. chocoensis Ardila-Rodríguez and
L. multimaculata Boulenger, which present only the
secondary stripe), and dorsal surface of the mesethmoid
triangular shaped (Fig. 2), without lateral projections (vs. mesethmoid T-shaped). Lebiasina yepezi further differs from
its congeners (except L. taphorni Ardila-Rodríguez, L. unitaeniata (Günther), L. uruyensis Fernandez-Yepez, and L. 769 A. L. Netto-Ferreira, O. T. Oyakawa, Jansen Zuanon & J. Material and Methods Holotype n
Range
Mean SD
Standard length
152.9 22 12.0-152.9 80.7 -
Percentage of SL
Depth at dorsal-fin origin
20.9
12 18.6-23.2 21.3 1.4
Snout to anal-fin origin
73.5
12 73.5-79.3 76.0 1.8
Snout to pelvic-fin origin
50.2
12 49.8-53.9 51.8 1.4
Snout to dorsal-fin origin
53.5
12 53.5-57.0 54.8 1.2
Dorsal-fin origin to caudal-fin base
47.7
12 45.0-48.3 46.5 1.1
Dorsal-fin length
18.5
11 18.2-19.6 18.9 0.5
Dorsal-fin base
9.9
12 9.0-10.9
9.9 0.5
Adipose-fin to caudal peduncle
12.5
12 11.5-13.4 12.5 0.7
Caudal-peduncle Length
14.8
12 14.2-16.3 15.2 0.6
Caudal-peduncle Depth
9.9
12 8.7-10.6
9.5 0.7
Anal-fin length
19.9
12 18.1-21.3 19.7 1.0
Anal-fin base
10.7
12 9.3-12.3
10.5 1.1
Pelvic- to anal-fin origin
24.6
12 22.3-25.9 24.8 1.1
Pelvic-fin length
12.2
12 12.0-15.1 12.9 0.9
Pectoral to pelvic-fin origin
28.5
12 27.9-31.3 29.5 1.1
Pectoral-fin length
15.9
12 15.5-17.7 16.4 0.7
Snout to pectoral-fin origin
21.2
12 21.2-25.9 23.1 1.4
Bony head length
23.6
12 23.4-26.6 25.2 1.0
Percentage of HL
Head width
13.0
12 12.7-14.6 13.4 0.6
Horizontal eye diameter
4.5
12
4.5-6.3
5.4 0.6
Distance snout tip to eye
6.7
12
6.7-8.1
7.6 0.4
Interorbital distance
9.1
12
9.1-9.7
9.3 0.2
Lower jaw length
10.3
12 10.1-12.2 11.2 0.7
Upper jaw length
5.1
12 5.1-10.3
7.0 2.1 Table 1. Morphometric and meristic data for Lebiasina yepezi. SD - standard deviation. Table 1. Morphometric and meristic data for Lebiasina yepezi. SD - standard deviation. p
Trunk dark dorsally, becoming lighter ventrally from third
longitudinal series of scales. Abdominal area yellowish,
lacking pigmentation between the isthmus and anal-fin origin. Mid-dorsal series with a black longitudinal stripe from back
of head to dorsal-fin origin. Humeral blotch inconspicuous,
round, overlapped by primary stripe. Four dark longitudinal
stripes on the trunk. Primary stripe conspicuous, originating
posterior to eye, extending across infraorbitals four and five,
opercle and along trunk, to terminate at rear of caudal peduncle. Stripe subdivided starting at vertical through dorsal-fin
terminus, into 10-12 small round blotches, overlying scales of
fourth longitudinal series. Secondary stripe inconspicuous,
extending from supracleithrum to middle rays of upper caudal-
fin lobe, over second and third longitudinal series of scales. Conspicuous intermediate stripe usually extending from
mouth to vertical through anal-fin origin, onto scales of fifth
longitudinal series, between primary and tertiary stripes. Material and Methods (MZUSP 81128, 42.8 mm SL), showing the usual T-shaped mesethmoid of Lebiasininae and the absence of lateral projections,
respectively (FRO - frontal; LAT - lateral ethmoid; MES - mesethmoid; NAS - nasal; PRE - premaxillary). Fig. 2. Anterior portion of the skull in dorsal view of: a) Lebiasina astrigata (MEPN 4418, 94.5 mm SL); b) Lebiasina yepezi. (MZUSP 81128, 42.8 mm SL), showing the usual T-shaped mesethmoid of Lebiasininae and the absence of lateral projections,
respectively (FRO - frontal; LAT - lateral ethmoid; MES - mesethmoid; NAS - nasal; PRE - premaxillary). ventral procurrent rays 8(1) or 9(1). Precaudal vertebrae 23(2);
caudal vertebrae 19(2). specimens longer than 123.0 mm SL, in which it may be
represented by patches of chromatophores. Anterior border
of caudal-fin blotch not extending onto caudal peduncle. Pelvic and dorsal fins hyaline, base of pectoral-fin rays densely
pigmented, forming a round dark blotch. Anal fin lightly
pigmented, grayish, with distal border hyaline. Base of last
two anal-fin branched rays densely pigmented, forming an
oblong dark blotch. Caudal-fin rays densely pigmented. Color in alcohol. Background color yellowish. Head densely
pigmented from upper lip to origin of scales on the mid-
posterior portion of parietals. Dark brown pigmentation
extending from that point to caudal-fin insertion, through mid-
dorsal series of scales and immediately bordering scale rows. Infraorbital bones and opercular series with yellowish
background color, with dark portions where primary,
secondary and intermediate stripes extend across. Lower lip
dark, densely pigmented. Ventral portion of head with minute
scattered chromatophores. Table 1. Morphometric and meristic data for Lebiasina yepezi. SD - standard deviation. Material and Methods Posterior
tip of maxillary reaching distinctly beyond vertical through
anterior margin of orbit. Maxillary with 5(1) or 7(1) tricuspid
teeth. Dentary with two series of teeth. Outer series with 12(1)
or 18(1) pedunculate tricuspid teeth with central cusp Description. Morphometric data of Lebiasina yepezi are
presented in Table 1. Body compressed and elongate. Dorsal
profile of body distinctly convex from upper lip to vertical
through nares, becoming slightly convex from that point to
vertical through pectoral-fin origin, then nearly straight from
latter to dorsal-fin origin; and slightly concave from that point
to dorsal caudal-fin procurrent rays. Ventral profile of head
and trunk convex from lower lip to pelvic-fin origin; straight
from that point to anal-fin origin, convex at anal fin base, and
concave from anal fin terminus to caudal-fin procurrent rays. Pectoral fin with i,13(1), 14(4), 15*(5), or 16(2) rays. Pelvic
fin i,7*. Supraneurals 10(8), anterior to neural spine of centra
5 to 14(8). Dorsal fin ii,8*(8) or 9(4) rays. First dorsal-fin
pterygiophore inserted posterior to neural spine of centrum
14(8). Distal margin of extended dorsal fin rounded. Dorsal-
fin origin closer to caudal-fin origin than to tip of snout. Base of last dorsal-fin ray anterior to vertical through anal-
fin origin. Anal fin iii,8*(9) or 11(1), last ray adnate. Distal
border of extended anal fin rounded. First anal-fin
pterygiophore inserted posterior to hemal spine of centrum
24(8). Adipose fin present. Caudal fin furcate, with upper
lobe distinctly longer than lower lobe; both lobes rounded. Principal caudal-fin rays i,9/8,i. Dorsal procurrent rays 9(2); Mouth terminal. Premaxillary with single row of 9(1) or
11(1) tricuspid teeth decreasing in size posteriorly. Posterior
tip of maxillary reaching distinctly beyond vertical through
anterior margin of orbit. Maxillary with 5(1) or 7(1) tricuspid
teeth. Dentary with two series of teeth. Outer series with 12(1)
or 18(1) pedunculate tricuspid teeth with central cusp A new Lebiasininae from the border of Brazil and Venezuela 770 Fig. 2. Anterior portion of the skull in dorsal view of: a) Lebiasina astrigata (MEPN 4418, 94.5 mm SL); b) Lebiasina yepe
(MZUSP 81128, 42.8 mm SL), showing the usual T-shaped mesethmoid of Lebiasininae and the absence of lateral projection
respectively (FRO - frontal; LAT - lateral ethmoid; MES - mesethmoid; NAS - nasal; PRE - premaxillary). Fig. 2. Anterior portion of the skull in dorsal view of: a) Lebiasina astrigata (MEPN 4418, 94.5 mm SL); b) Lebiasina yepezi. Material and Methods Tertiary stripe densely pigmented,except at proximal portion
of caudal peduncle, extending from pectoral-fin origin to
middle portion of caudal-fin lower lobe, onto scales of sixth
longitudinal series. Caudal-fin blotch diffuse and rounded in
juvenile specimens, located at basal portion of five median
caudal-fin rays; caudal-fin blotch inconspicuous or absent in 771 A. L. Netto-Ferreira, O. T. Oyakawa, Jansen Zuanon & J. C. Nolasco Fig. 3. Anal-fin of Lebiasina yepezi evidencing the sexual
dimorphism: a) Male (MNRJ 39067 - holotype) 152.9 mm SL;
b) female (MNRJ 38917 - paratype) 97.5 mm SL. Arrow indicates
breeding tubercles on the scales. Sexual Dimorphism. Mature males of Lebiasina yepezi
present the most common pattern of sex dimorphism among
species of the genus: in which the anal-fin rays and anal-fin
base are distinctly longer and thicker than females (Fig. 3);
hypertrophy of the inclinator muscles and the spiniform
processes in which the muscles attach to the first lepidotrichia;
scales of the fifth longitudinal series along the base of the
anal fin modified (covered by a thin layer of a spongeous,
apparently glandular, tissue); and breeding tubercles present
on pectoral-, pelvic- and anal-fins rays, as well as on scales
and sides of the head. Distribution. Specimens of Lebiasina yepezi are known from
rio Parima (rio Mucajaí system) and rio Uraricoera in the rio
Branco drainage, rio Amazonas system, Roraima State, Brazil,
the rio Marari (rio Padauari system) in the rio Negro drainage,
rio Amazonas system, Amazonas State, Brazil, and the upper
rio Orinoco drainage, upstream of La Esmeralda, Amazonas
State, Venezuela (Fig. 4). Etymology. The specific name honors Agustín Fernández
Yépez, first collector of the new species described herein. Ecological notes. Lebiasina yepezi inhabits small and shaded
forest streams, with fast-flowing clear water and a substrate
consisting mainly of rocks and sand. Discussion In his study of the fish fauna near the río Yaracuy in
Venezuela, Fernández-Yépez (1972: 13) mentions in passing a
species yet to be described from the upper course of the
Orinoco. Given that author had collected specimens of
Lebiasina yepezi in 1951 (MHNLS 797), it is likely that he was
referring to this species in his comment. Géry (1977: 588) was
the first to depict the new species in a photo by Axelrod of a
juvenile specimen collected at the Parima mountains in
northern Brazil, which is currently cataloged as USNM 306560. In the occasion, Géry listed it as an unidentified characiform,
“possibly near Nannostomus or Pyrrhulina”. Subsequently,
Géry & Zarske (2002: 44-45) proposed a possible relationship
between this species and Derhamia hoffmannorum, based
on their conception of the relationships of the lebiasinid
genera, but the authors did not provide evidence to such a
hypothesis. In two phylogenetic studies based on
morphologic data of the family Lebiasinidae, Netto-Ferreira
(2006, 2010) refuted this hypothesis, proposing L. yepezi as
being more closely related to the Lebiasinins from the Guyana
Shield than Derhamia. Such close relationship between
Lebiasina yepezi and its congeners from the Gran Sabana,
Venezuela, L. taphorni, L. unitaeniata, L. uruyensis, and L. yuruaniensis (fig. 4) is supported by: first longitudinal series
of scales short, ending near the dorsal-fin terminus;
posteriorly displaced caudal blotch, not located on the caudal
peduncle; secondary stripe passing onto the scales of the
second and third longitudinal rows of scales; and the presence Fig. 3. Anal-fin of Lebiasina yepezi evidencing the sexual
dimorphism: a) Male (MNRJ 39067 - holotype) 152.9 mm SL;
b) female (MNRJ 38917 - paratype) 97.5 mm SL. Arrow indicates
breeding tubercles on the scales. of the intermediate stripe, passing at least onto third
infraorbital, usually represented by a horizontally elongate
blotch (which in few specimens of L. uruyensis may form an
inconspicuous stripe, passing onto the scales of the fifth
longitudinal series in a way similar to that in L. yepezi). The presence of multiple dark longitudinal stripes along
the body is an unusual color pattern among the Lebiasininae,
albeit common among species of the Pyrrhulininae genus
Nannostomus (three stripes present in N. limatus Weitzman,
N. marginatus Eigenmann, N. marilynae Weitzman & Cobb,
N. minimus Eigenmann, N. mortenthaleri Paepke & Arendt,
N. rubrocaudatus Zarske, and N. trifasciatus Steindachner; A new Lebiasininae from the border of Brazil and Venezuela 772 Fig. 4. Discussion Map of northern portion of South America with the distribution of Guyana Shield species of Lebiasininae: Lebiasina
yepezi (stars), L. unitaeniata (diamonds), L. uruyensis (squares), L. taphorni (triangle) and L. yuruaniensis (circles). White
polygons represent type-localities. Fig. 4. Map of northern portion of South America with the distribution of Guyana Shield species of Lebiasininae: Lebiasina
yepezi (stars), L. unitaeniata (diamonds), L. uruyensis (squares), L. taphorni (triangle) and L. yuruaniensis (circles). White
polygons represent type-localities. four stripes in N. britskii Weitzman and N. eques
Steindachner). Young specimens of Lebiasina yepezi can be
distinguished from these species of Nannostomus with a
somewhat comparable color pattern by the broader and
slightly upturned mouth and the presence of tricuspidate
teeth (vs. a narrow terminal mouth with spatulate multicuspid
teeth in Nannostomus). upper portions of the rio Amazonas and the rio Orinoco
systems represent further evidence that, with exception of
Lebiasina bimaculata, L. boruca, and L. festae, species of
Lebiasininae do not inhabit low land waters, living exclusively
in fast flowing clear headwaters. Therefore, Meinken’s
suggestion that the type locality of L. intermedia, “near
Santarém” is most likely inaccurate as suggested by Géry
(1977) and Weitzman & Weitzman (2003). So far, any recent
collection yielded specimens comparable with that described
by Meinken, and it is likely that specimens of L. intermedia
are still awaiting to be rediscovered in either Guyana or
Brazilian Shields. Lebiasina yepezi represents an additional species
inhabiting both the rio Negro and rio Orinoco drainages. The continuous discovery of new species restricted to the
headwaters of rivers draining from the Guyana Shield
(Fernández-Yépez, 1967; Ardila-Rodríguez, 1999, 2000, 2004)
suggests that the diversity of the Lebiasininae in that area
still needs further investigation. Ongoing revisionary studies
conducted by the senior author revealed three new
lebiasinins occurring in the headwaters of the rio Mazaruni
and the rio Potaro (a drainage exhaustively sampled by
Eigenmann in the early 20th century) in the Guyana Shield. Comparative Material. Lebiasina astrigata: Colombia. CAR 187
(11, 70.6-138.4 mm SL), Nariño, creek tributary of Quebrada Indó,
Quebrada Indún, 01°42’00”N 78°19’00”W. Ecuador. MEPN 4109
(4, 93.2-101.2 mm SL), Carchi, Quebrada Pailón, 00°28’59”N
77°55’01”W. MEPN 4130 (1, 56.9 mm SL), Carchi, Quebrada Negra,
sítio San Marcos, 01°03’25”N 78°18’14”W. BMNH 1898.4.28:164-
6 Syntypes (3, 67.5-69.5 mm SL), Carchi/Imbabura, Paramba. BMNH1901.3.29:71 Syntype (1, 130.5 mm SL), Esmeraldas, San
Javier, río Cachaví. BMNH 1902.7.29:59 Syntype (1,158.8 mm
SL), Esmeraldas, río Sapayo. Discussion MCZ 54125 (3, 112.5-141.9 mm SL), Additionally, three new species have also been discovered
in the headwaters of rio Xingu and rio Tapajós, in the Brazilian
Shield, an area where lebiasinins were not expected to occur. The apparent peripheric distribution of these species in the A. L. Netto-Ferreira, O. T. Oyakawa, Jansen Zuanon & J. C. Nolasco 773 Esmeraldas, rios Cayapas, Hoja Blanca and San Miguel [de Cayapas],
río Santiago drainage, 78°55’W 00°46’N. MEPN 4418 (2 c&s, 94.5-
103.6 mm SL; 21, 29.2-105.4 mm SL), Esmeraldas, creek of rio
Mira, 80 m downstream of Casa Manuel Puy, 01°13’N 78°36’W. Lebiasina aureogutatta, Ecuador. ANSP 39103 Holotype (1, 127.6
mm SL), Guayas, tributary of río Chimbo, near Bucay, 02°10’00”S
79°06’00”W. ANSP 45474 (1, 80.5 mm SL), Mina [Guayas, río
Minas, río Guayas drainage, 02°41’26”S 79°38’16”W. MCNG 19378
(1, 104.0 mm SL), Bolívar, río Chimbo, 2°05’56”S 79°41’47”W. MEPN 6232 (5, 79.4- 112.9 mm SL), Bolivar, río Chanquil, near
San José del Tambo. FMNH 93122 (19/80, 38.1-141.6 mm SL),
Los Rios, small pool at Centro Científico río Palenque, 00°35’00”S
79°22’00”W. MCZ 48728 (1, 57.1 mm SL), Pichincha, arroyo
Guanecilla, río Blanco drainage, 00°13’S 79°09’W. MEPN 9469 (4,
73.6-142.9 mm SL), Pichincha, río Pachijal, affluent of río
Guayllabamba, río Esmeraldas drainage, 0°12’10”N 78°43’16”W. CAS uncat. (ex-IU 13534) (32, 43.3-90.7 mm SL), Pichincha, río
Mindo [río Guayllabamba drainage], in a farm west of Quito, 00°05’S
78°35’W. Lebiasina bimaculata, Peru. ROM 52209 (26, 23.0-61.4
mm SL), Ancash, río Sechin, 4 km east of Buena Vista, near
Panamericana Highway, 9°29’03”S 78°18’15”W. MUSM 5188 (4,
35.2-46.1), Cajamarca, San Ignacio, tributary of río Tabaconas,
05°07’22”S 78°57’10”W. MZUSP 80083 (13, 34.0-47.9 mm SL),
Cajamarca, Magdalena, río Jequetepeque, 7°15’30”S 78°38’47”W. LIRP 4379 (4, 43.0-49.1 mm SL), Cajamarca, Magdalena, río
Jequetepeque, 07°13’35”S 78°50’00”W. MCZ 54123 (1, 121.3 mm
SL), Lima, Chosica, río Rimac, 40 Km southeastern from Lima,
11°56’30”S 76°41’54”W. MNHN 141 Holotype (1, 76.0 mm SL),
[Lima] río Rimac, near Lima, CAS 70420 (ex-IU 17587) (12, 34.4-
162.0 mm SL), La Libertad, laguna Hornito, mouth of río
Jequetepeque, 07°19’41”S 79°35’26”W. Lebiasina boruca, Costa
Rica. UCR 42-2 Paratypes (4, 114.2-121.4 mm SL), Alajuela,
between La Marina and Águas Zarcas, 10°18’N 84°18’W. ANSP
140656 (3, 68.2-78.7 mm SL), Puntarenas, creek near the road Palmar
Norte- Puerto Cortes, 9°00’N 83°30’W. LACM 2926 Paratype (1,
117.4 mm SL), Puntarenas, río Sonador, 570 m elev., 09°14’47.7”N
83°29’37.4”W. Discussion MUSM 5188 (4,
35.2-46.1), Cajamarca, San Ignacio, tributary of río Tabaconas,
05°07’22”S 78°57’10”W. MZUSP 80083 (13, 34.0-47.9 mm SL),
Cajamarca, Magdalena, río Jequetepeque, 7°15’30”S 78°38’47”W. LIRP 4379 (4, 43.0-49.1 mm SL), Cajamarca, Magdalena, río
Jequetepeque, 07°13’35”S 78°50’00”W. MCZ 54123 (1, 121.3 mm
SL), Lima, Chosica, río Rimac, 40 Km southeastern from Lima,
11°56’30”S 76°41’54”W. MNHN 141 Holotype (1, 76.0 mm SL),
[Lima] río Rimac, near Lima, CAS 70420 (ex-IU 17587) (12, 34.4-
162.0 mm SL), La Libertad, laguna Hornito, mouth of río
Jequetepeque, 07°19’41”S 79°35’26”W. Lebiasina boruca, Costa
Rica. UCR 42-2 Paratypes (4, 114.2-121.4 mm SL), Alajuela,
between La Marina and Águas Zarcas, 10°18’N 84°18’W. ANSP
140656 (3, 68.2-78.7 mm SL), Puntarenas, creek near the road Palmar
Norte- Puerto Cortes, 9°00’N 83°30’W. LACM 2926 Paratype (1,
117.4 mm SL), Puntarenas, río Sonador, 570 m elev., 09°14’47.7”N
83°29’37.4”W. LACM 4743 Paratypes (5/6, 17.6-24.4 mm SL),
Puntarenas, río Convento, 09°14’19.3”N 83°29’19.1”W. LACM
9239 Holotype (1, 117.4 mm SL), Puntarenas, creek on the road to
Golfito, Panamericana Highway, 08°37’11.23”N 83°03’36.7”W. UF
19537 (1, 97.0 mm SL), San Jose, río San Isidro, San Isidro del
General, Panamericana Highway. USNM 194229 (2, 55.5-107.6
mm SL), San Jose, río Unión near San Isidro, Panamericana Highway,
09°22’00”N 83°41’17.2”W. Panama. ANSP 151023 (4, 77.9-92.7
mm SL), Chiriqui, creek 29 km south of Interamericana Highway,
08°19’9.6”N, 82°49’34.0”W. Lebiasina chocoensis, Colombia. ANSP 84172 (3, 64.0-112.0 mm SL), Chocó, Nuquí, upper río
Jurubidá, aprox. 05°50’N 77°17’W, north of Baudó and east of
Quibdó; CAR 185 Paratypes (5/6, 108.0-148.6 mm SL), Chocó,
Quibdó, Quebrada affluent of río Tutunendo, 05°46’56”N
76°34’18”W. CAR 186 (12/18, 18.9-136.8 mm SL), Chocó, Quibdó,
Quebrada affluent of río Tutunendo, 05°46’56”N 76°34’18”W. CAR
315 (ex-CAR 185) Holotype (1, 108.0 mm SL), Chocó, Quibdó,
Quebrada affluent of río Tutunendo, 05°46’56”N 76°34’18”W. IAvH-P 573 (1, 76.8 mm SL), Chocó, río del Valle, 06°06’37"N
77°24’45”W, coastal drainage. ICNMHN 6872 Paratypes [not ICN
6772 as in Ardila-Rodríguez, 2010:05] (4, 65.6-107.1 mm SL), Chocó,
Quibdó, Quebrada affluent of río Tutunendo, 05°46’56”N
76°34’18”W. Lebiasina colombia, Colombia. CAR 190 Holotype
(1, 131.6 mm SL), Córdoba, Tierralta, Quebrada el Higuerón,
tributary of río Sinú, 08°11’38.6”N 76°04’44.0”W. CAR 191 192 Paratypes (10, 59.7-138.0 mm SL), same data as holotype. CAR 408 (5/7, 94,4-125.6 mm SL), Córdoba, Quebrada la Corobá,
tributary of Quebrada Tuis Tuis, 08°03’38.83”N 76°07’53.7”W. CAR 447 (1, 94,4-125.6 mm SL), Córdoba, río Manso, PNN [Parque
Nacional Natural] Paramillo, 07°39’60”N 76°10’00”W. CAS uncat. Discussion (ex-SU 49514) (1, 59.8 mm SL), Córdoba, Crucito, upper río Sinú,
09°24’N 75°49’W. ICNMHN 5314 Paratype (1, 71.44 mm SL),
Córdoba, río Sinú, near mouth to río Urrá, 07°56’21.4”N
76°11’58.1”W. ICNMHN 10692 (3, 79.4-115.4 mm SL), Córdoba,
Tierralta, Quebrada el Higuerón, tributary of río Sinú, 08°11’38.6”N
76°04’44.0”W. Lebiasina elongata, Ecuador. BMNH 1880.12.8.123
Lectotype (1, 101.8 mm SL), Pastaza, Canelos [upper río Bobonaza,
left bank tributary of río Pastaza, río Marañon drainage,
01°35’22.0”S 77°44’47.7”W. BMNH 1880.12.8.124 Paralectotype
(1, 111.9 mm SL), same data as lectotype. MEPN 9131 (5, 83.2-
137.1 mm SL), Napo, río Pucuno, 300 m elev., 01°03’56”S
77°38’16”W. USNM 164062 (7, 67.8-108.7 mm SL), Napo río
Misahuallí, in Misahuallí 01°02’00.3”S 77°39’52.0”W. USNM
258065 (3, 44.1-74.7 mm SL), Napo, Quebrada in Sarayacu,
tributary of río Misahuallí, río Napo drainage, in the highway Baeza-
Archidona, 1500 m elev., 00°39’18.9”S 77°46’55.2”W. Colombia. CAR 136 (9/10, 22.7-66.2 mm SL), Caquetá, Quebrada Pabarpaco,
upper río Caquetá, 01°04’54”N 75°46’19”W. CAR 149 (2, 72.6-
117.7 mm SL), Putumayo, Orito, vereda el Líbano, upper río
Putumayo, 775-850 m elev. , 00°40’53.8”N 77°02’07.2”W. Peru. MUSM 5666 (1, 118.2 mm SL), Amazonas, arroyo Condorcangui,
río Comainas, downstream of PV22 basecamp, 04°01’00.4”S
78°24’7.9”W. Lebiasina erythrinoides, Colombia. IAvH-P 9209
(1, 27.5 mm SL), Casanare, Pore, río Pore, 100 m bellow the road
Yopal-Pore, 360 m elev., 05°43’45”N 72°00’04”W. IAvH-P 9210
(3, 60.5-94.8 mm SL), Casanare, Yopal, Quebrada Agua Blanca,
tributary of río Cravo Sur, 760 m elev., 05°28’17.6”N 72°27’04.5”W. CAR 205 (3, 33.9-69.5 mm SL), Norte de Santander, Pamplonita,
Quebrada Mutiscua 7°17’59.4”N 72°44’58.6”W. Venezuela. MNHN 4614 Syntypes (2, 123.7-144.7 mm SL), [Zulia] Lake
Maracaibo. MNRJ 14230 (7, 53.4-82.6 mm SL), Barinas, Quebrada
tributary of río Qui, 2 km north of higway and upstream of Fazenda
Qui, 8°04’30”N 70°56’55”W. MBUCV uncat (1, 46.9 mm SL),
Barinas, río Masparro, between Boconoito and Barrancas, in front
of Masparro, 08°47’40.7”N 70°04’46.8”W. INHS 28919 (3, 64.5-
127.3 mm SL), Carabobo, río Capa, río Urama basin, Caribbean sea
drainage, 10°18’44.1”N 68°17’00”W. CAR 450 (ex-MHNLS 4336)
(2, 130.0-153.4 mm SL), Yaracuy, Quebrada el Charcal, Finca Jaguar,
Quebrada el Charal 10°31’22.8”N 68°57’45.9”W. INHS 34955 (2,
163.2-192.9 mm SL), Trujillo, creek tributary of Montatán,
09°12’46”N 70°40’08”W. UF 25457 (3, 71.7-129.2 mm SL), Zulia,
Heras, bridge of río Frio, Panamerican highway, 08°58’08.0”N
71°24’58.4”W. Lebiasina festae, Colombia. CAR 143 (8, 80.9-
130.0), Antioquia, Vigia del Fuerte, 06°35’48.8”N 76°53’10.0”W. ANSP 84264 (2, 95.7-110.5 mm SL), Chocó, río Dagua,
Buenaventura, 03°25’44.9”N 77°3’10.4”W. Discussion LACM 4743 Paratypes (5/6, 17.6-24.4 mm SL),
Puntarenas, río Convento, 09°14’19.3”N 83°29’19.1”W. LACM
9239 Holotype (1, 117.4 mm SL), Puntarenas, creek on the road to
Golfito, Panamericana Highway, 08°37’11.23”N 83°03’36.7”W. UF
19537 (1, 97.0 mm SL), San Jose, río San Isidro, San Isidro del
General, Panamericana Highway. USNM 194229 (2, 55.5-107.6
mm SL), San Jose, río Unión near San Isidro, Panamericana Highway,
09°22’00”N 83°41’17.2”W. Panama. ANSP 151023 (4, 77.9-92.7
mm SL), Chiriqui, creek 29 km south of Interamericana Highway,
08°19’9.6”N, 82°49’34.0”W. Lebiasina chocoensis, Colombia. ANSP 84172 (3, 64.0-112.0 mm SL), Chocó, Nuquí, upper río
Jurubidá, aprox. 05°50’N 77°17’W, north of Baudó and east of
Quibdó; CAR 185 Paratypes (5/6, 108.0-148.6 mm SL), Chocó,
Quibdó, Quebrada affluent of río Tutunendo, 05°46’56”N
76°34’18”W. CAR 186 (12/18, 18.9-136.8 mm SL), Chocó, Quibdó,
Quebrada affluent of río Tutunendo, 05°46’56”N 76°34’18”W. CAR
315 (ex-CAR 185) Holotype (1, 108.0 mm SL), Chocó, Quibdó,
Quebrada affluent of río Tutunendo, 05°46’56”N 76°34’18”W. IAvH-P 573 (1, 76.8 mm SL), Chocó, río del Valle, 06°06’37"N
77°24’45”W, coastal drainage. ICNMHN 6872 Paratypes [not ICN
6772 as in Ardila-Rodríguez, 2010:05] (4, 65.6-107.1 mm SL), Chocó,
Quibdó, Quebrada affluent of río Tutunendo, 05°46’56”N
76°34’18”W. Lebiasina colombia, Colombia. CAR 190 Holotype Esmeraldas, rios Cayapas, Hoja Blanca and San Miguel [de Cayapas],
río Santiago drainage, 78°55’W 00°46’N. MEPN 4418 (2 c&s, 94.5-
103.6 mm SL; 21, 29.2-105.4 mm SL), Esmeraldas, creek of rio
Mira, 80 m downstream of Casa Manuel Puy, 01°13’N 78°36’W. Lebiasina aureogutatta, Ecuador. ANSP 39103 Holotype (1, 127.6
mm SL), Guayas, tributary of río Chimbo, near Bucay, 02°10’00”S
79°06’00”W. ANSP 45474 (1, 80.5 mm SL), Mina [Guayas, río
Minas, río Guayas drainage, 02°41’26”S 79°38’16”W. MCNG 19378
(1, 104.0 mm SL), Bolívar, río Chimbo, 2°05’56”S 79°41’47”W. MEPN 6232 (5, 79.4- 112.9 mm SL), Bolivar, río Chanquil, near
San José del Tambo. FMNH 93122 (19/80, 38.1-141.6 mm SL),
Los Rios, small pool at Centro Científico río Palenque, 00°35’00”S
79°22’00”W. MCZ 48728 (1, 57.1 mm SL), Pichincha, arroyo
Guanecilla, río Blanco drainage, 00°13’S 79°09’W. MEPN 9469 (4,
73.6-142.9 mm SL), Pichincha, río Pachijal, affluent of río
Guayllabamba, río Esmeraldas drainage, 0°12’10”N 78°43’16”W. CAS uncat. (ex-IU 13534) (32, 43.3-90.7 mm SL), Pichincha, río
Mindo [río Guayllabamba drainage], in a farm west of Quito, 00°05’S
78°35’W. Lebiasina bimaculata, Peru. ROM 52209 (26, 23.0-61.4
mm SL), Ancash, río Sechin, 4 km east of Buena Vista, near
Panamericana Highway, 9°29’03”S 78°18’15”W. Discussion CAR 145 (12, 66.3-137.3 mm SL), Valle del Cauca, Alcalá, creek
tributary of río Barbas, 200 m near the río La Vieja, 04°40’46.3”N
75°47’33.7”W. CAR 157 Paratypes (4, 64.1-119.8 mm SL), Valle
del Cauca, Florida, Quebrada tributary of río Cañas, Vereda el
Tambor, 1100 m elev., 03°18’50.7”N 76°14’26.8”W. CAR 265
Paratypes (13 [not 7 as in Ardila-Rodríguez, 2008b:20], 34.7-
114.8 mm SL), Valle del Cauca, tributary of río las Cañas, 200 m
near the road between Florida and Miranda, 03°16’41.7”N
76°13’17.9”W. CAR 15-04-45 (1, 72.3 mm SL), Quindio, Quebrada
el Broche, río Baragán drainage, in the road to Caicedonia,
04°20’07.2”N 75°42’02.8”W. Lebiasina panamensis, Panama. USNM 16676 Lectotype (1, 65.9 mm SL), creek open into the
Atlantic Ocean, channel area. USNM 16677 Paralectotype (1,
65.3 mm SL), Canal Zone, río Frijoles, 09°08’24.9”N 79°45’43”W. USNM 78656 (2, 120.1-128.3 mm SL), Agua Clara, río Trinidad,
a large tributary of the río Chagres west of the route to the Channel,
09°18’N 79°47’W. ANSP 126193 (4, 64.5-134.4 mm SL), 16 km
de Cerro Azul, Pacific Ocean drainage, Cerro Azul, 09°10’00”N
79°25’00”W. INHS 68116 (1, 54.3 mm SL), Colón, río Frijolito,
bacia do río Chagres, Parque Nacional da Soberania, 09°10’11.1”N
79°46’54.6”W. INHS 68151 (5, 52.8-87.3 mm SL), Colón,
Soberania State Park, río Frijolito, río Chagres drainage,
09°10’11.1”N 79°46’54.6”W. MCZ 45820 (1, 118.3 mm SL),
channel area, near Gamboa, tributary of río Chagres, 09°07’N
79°42’W. MCZ 80749 (11, 53.3-141.9 mm SL), creek in the Barro
Colorado island channel area, 09°09’47.9”N 79°49’43.3”W. MNRJ 14541 (1, 139.1 mm SL; 1 c&s, 100.0 mm SL), Comarca de
San Blas, creek Bulebgandi, tributary of río Azúcar, 09°24’53.1”N
78°38’20.0”W. Lebiasina taphorni, Venezuela. CAR 15-04-47
Holotype (ex-MCNG 19939) (1, 87.1 mm SL), Bolívar, Quebrada
in the middle río Caura. CAR 15-04-48 Paratypes (ex-MCNG
19939) (6, 34.0-62.4 mm SL), Bolívar, Quebrada in the middle río
Caura. CAR 15-04-15 (ex-MCNG 18817) (3, 106.6-123.7 mm
SL), Bolívar, Cedeño, Guanajuja, creek upstream from a small fall,
05°09’00”N 64°09’00”W. MCNG 18814 (5, 61.3- 123.0 mm SL;
1 c&s, 67.9 mm SL, Bolívar, Cedeño, Guanajuja, creek upstream
from a small fall, 05°09’00"N 64°09’00"W. Lebiasina unitaeniata,
Venezuela. BMNH 1988.2.16.1 Holotype (1, 100.4 mm SL),
Guyana [Venezuela, Bolívar?]. AMNH 199331 (6, 103.4- 131.8 Discussion CAR 477 (ex-MBUCV 17453) (5, 37.9-
69.9 mm SL), Bolívar, Gran Sabana, Quebrada Aropán, between
the río Anavaic and río Kamoirán. MBUCV 15286 (1, 126.2 mm
SL), Bolívar, río Kakopauri between Santa Elena and San Ignacio
de Yuruaní. MCNG 18992 (4, 41.5-69.3 mm SL), Bolívar, estrada
El Dorado, Gran Sabana, km 149, 05°39’16.9"N 61°26’12.1"W. MCNG 19006 (7, 46.7-68.9 mm SL), Bolívar, Gran Sabana, 22
km south of Whao-Whao. MCNG 48089 (3, 24.5-70.1 mm SL),
Bolívar, Heres, near the Salto Catedral, in Carucú-Maru, 4,6 km
west of Santa Elena, 04°34’29.8”N 61°12’58.8”W. elev., 05°45’N 61°43’W. CAR 485 (ex-MBUCV-V 22331) (7,
44.5- 98.4 mm SL), Bolívar, Gran Sabana, Quebrada Tarotá, río
Apon Wao system. MZUSP 73090 (ex-MBUCV-V 29376) (10,
51.2-102.6 mm SL), Bolívar, Gran Sabana, Quebrada Tarotá, río
Apon Wao system. USNM 163426 (5, 102.0-129.1 mm SL),
Bolívar, Soropan-tepuí, 5600’ elev., 05°45’N 61°43’W. USNM
307215 (9, 50.6-110.4 mmSL), Bolívar, río Tarota, tributary of
río Aponguao [=río Apon Wao]. Lebiasina uruyensis, Venezuela. AMNH 14263 (1, 82.1 mm SL), Bolívar, río Haicha, sopé do
Auyán-tepui, 450 m elev., 05°44’41”N 62°27’37”W. AMNH
59048 (20/52, 41.7-127.9 mm SL), Cerro Guaiquinima, creek into
the forest, near the basecamp, 05°49’00”N 63°40’00”W. AMNH
59049 (4, 63.0-111.9 mm SL), Bolívar, tributary of the left margin
of río Carapo, tributary of the right margin of río Paragua, 450-
550 m elev., 05°39’N 63°40’W. CAR 15-04-14 (ex-MHNLS 787)
(3, 87.4-90.4 mm SL), Bolívar, río Guayaraca, south of Auyan
Tepuy, 980 m elev. 05°41’N 62°32’W. CAR 456 (ex-MHNLS
14458) (4, 64.4- 81.4 mm SL), Bolívar, río Wareipita, Canaima
State Park, Wareipa, 06°00’32”N 62°46’52”W. MHNLS 789
Holotype (110.9 mm SL) and Paratypes (9, 96.6-118.0 mm SL),
Bolívar, rio Guayaraca, ao sul de Auyán-tepui, 980 m elev., 05°41’N
62°32’W. Lebiasina yuruaniensis. Venezuela. AMNH 1536 (1,
70.7 mm SL), Bolívar, Erkin creek, río Arabopo, 04°47’N
60°52’W.AMNH 9662 (3, 82.3-118.5 mm SL), Bolívar, Arabupu,
Roraima, 13 km southeast of Monte Roraima, 4200 m elev.,
05°06’N 60°44’W, AUM 36649 (4, 27.7- 77.7 mm SL), Bolívar,
tributary of río Waiparú, km 77, in Waipan- Tepuy, río Caroní
drainage, 04°30’N 61°36’W. AUM 36651 (2, 80.1- 83.9 mm SL),
Bolívar, Fundo Cantarrana, río Ikabaru, tributary of río Caroní,
km 95, 04°24’N 61°42’W. CAR 457 (ex-MBUCV 17426) (6,
30.5-85.1 mm SL), Bolívar, Quebrada Cantarrana, 30 km north of
Icabarú, Gran Sabana. CAR 477 (ex-MBUCV 17453) (5, 37.9-
69.9 mm SL), Bolívar, Gran Sabana, Quebrada Aropán, between
the río Anavaic and río Kamoirán. Ardila-Rodríguez, C. A. 1994. Lebiasina floridablancaensis, una
nueva especie de pez para Colombia (Teleostei: Characiformes:
Lebiasinidae). Revista Unimetro, 10 (19): 1-8. Discussion MBUCV 15286 (1, 126.2 mm
SL), Bolívar, río Kakopauri between Santa Elena and San Ignacio
de Yuruaní. MCNG 18992 (4, 41.5-69.3 mm SL), Bolívar, estrada
El Dorado, Gran Sabana, km 149, 05°39’16.9"N 61°26’12.1"W. MCNG 19006 (7, 46.7-68.9 mm SL), Bolívar, Gran Sabana, 22
km south of Whao-Whao. MCNG 48089 (3, 24.5-70.1 mm SL),
Bolívar, Heres, near the Salto Catedral, in Carucú-Maru, 4,6 km
west of Santa Elena, 04°34’29.8”N 61°12’58.8”W. Floridablanca Quebrada el Gaque, upper río Lebrija, 07°03’58.9”N
73°05’21.3”W. BMNH 1947.47.7.1.23-32 (9, 45.9-106.2 mm SL),
Santander, Bucaramanga, 1000 m elev., río Magdalena drainage. CAR 15-04-23 (2, 105.1-117.9 mm SL), Santander, San Vicente
de Chucuri Quebrada La Carbonera, tributary of río la Llana,
06°53’47.1”N 73°25’39.6”W. IAvH-P 4730 (2, 89.2- 106.3 mm
SL), Santander, Girón, Quebrada el Palmar, tributary of río Del
Oro, 07°04’18.5”N 73°10’32.5”W. CAR 260 (14, 131.2-46.0 mm
SL), Santander, Lebrija, Vereda Lisboa, tributary of Sucio, río
Lebrija drainage, 07°07’10.3”N 73°13’13.6”W. Lebiasina
multimaculata, Colombia. BMNH 1910.7.11:167 Lectotype (1,
91.2 mm SL), Chocó, Condoto, río Condoto, 45 m elev.,
06°06’00”N 76°42’00”W. CAR 15-04-34 (35, 21.6-48.7 mm SL),
Chocó, Andagoya, Quebrada tributary of río San Juan, near the
mouth río Condoto, 05°06’03.9”N 76°41’43.8”W. CAR 138 (5,
52.9-103.7 mm SL), Chocó, Opogodó, río Opogodó, 5°3’0”N
76°39’0”W. CAR 139 (13, 21.7-118.3 mm SL), Chocó, near the
Tadó village, 05°15’25.2”N 76°33’12.9”W. CAR 451 (2, 110.9-
123.8 mm SL), Chocó, Quebrada Weguerál, río San Juan. Lebiasina
ortegai, Colombia. CAR 445 (1, 55.8 mm SL), Cauca, Quebrada
Gemagra, Popayán 1730 m elev., 02°27’03.5”N 76°37’12.1”W. CAR 145 (12, 66.3-137.3 mm SL), Valle del Cauca, Alcalá, creek
tributary of río Barbas, 200 m near the río La Vieja, 04°40’46.3”N
75°47’33.7”W. CAR 157 Paratypes (4, 64.1-119.8 mm SL), Valle
del Cauca, Florida, Quebrada tributary of río Cañas, Vereda el
Tambor, 1100 m elev., 03°18’50.7”N 76°14’26.8”W. CAR 265
Paratypes (13 [not 7 as in Ardila-Rodríguez, 2008b:20], 34.7-
114.8 mm SL), Valle del Cauca, tributary of río las Cañas, 200 m
near the road between Florida and Miranda, 03°16’41.7”N
76°13’17.9”W. CAR 15-04-45 (1, 72.3 mm SL), Quindio, Quebrada
el Broche, río Baragán drainage, in the road to Caicedonia,
04°20’07.2”N 75°42’02.8”W. Lebiasina panamensis, Panama. USNM 16676 Lectotype (1, 65.9 mm SL), creek open into the
Atlantic Ocean, channel area. USNM 16677 Paralectotype (1,
65.3 mm SL), Canal Zone, río Frijoles, 09°08’24.9”N 79°45’43”W. Acknowledgements We are grateful to R. P. Vari for valuable comments and
suggestions on the manuscript, and E. Baena for the photos
and drawings in Fig. 2. We thank U. Barbosa and L. Py-
Daniel for the collection and donation of several specimens
of the new species to INPA’s fish collection. Authors were
financially supported by FAPESP (fellowship 06/04161-5
ALN-F), www.biotasp.org.br (project 00/04300-9 OTO,
“Diversidade de peixes de riachos e cabeceiras da Bacia do
rio Ribeira de Iguape no Estado de São Paulo”) and CNPq
(productivity grant #307464-2009-1 JZ). Discussion CAR 137 (8/10, 30.9-
118.0 mm SL), Chocó, Andagoya, Quebrada tributary of río
Condoto, 05°06’03.9”N 76°41’43.8”W. CAR 142 (9, 33.2-96.0),
Chocó, Quebrada tributary of río Tutunendo, 05°47’04.4”N
76°34’6.5”W. CAR 454 (1, 127.2 mm SL), Chocó, Comunidade
Munguidó. Panama: MZUT 1591 Holotype (1, 134.4 mm SL),
Darién, laguna Della Pita. CAS 66982 (6, 50.5-73.9 mm SL), Darién,
Yaviza, 08°10’18.4”N 77°41’10.3”W. NRM 35875 (3, 58.5-78.1
mm SL), Darién, Yaviza, tributary of río Tupisa, 08°11’59.9”N
77°41’17.3”W. USNM 78641 (1, 107.8 mm SL), Dárien, río Yape,
08°06’58.7”N, 77°34’45.4”W. Lebiasina floridablancaensis,
Colombia CAR 15 04 01 Holotype (1 109 2 mm SL) Santander A new Lebiasininae from the border of Brazil and Venezuela 774 elev., 05°45’N 61°43’W. CAR 485 (ex-MBUCV-V 22331) (7,
44.5- 98.4 mm SL), Bolívar, Gran Sabana, Quebrada Tarotá, río
Apon Wao system. MZUSP 73090 (ex-MBUCV-V 29376) (10,
51.2-102.6 mm SL), Bolívar, Gran Sabana, Quebrada Tarotá, río
Apon Wao system. USNM 163426 (5, 102.0-129.1 mm SL),
Bolívar, Soropan-tepuí, 5600’ elev., 05°45’N 61°43’W. USNM
307215 (9, 50.6-110.4 mmSL), Bolívar, río Tarota, tributary of
río Aponguao [=río Apon Wao]. Lebiasina uruyensis, Venezuela. AMNH 14263 (1, 82.1 mm SL), Bolívar, río Haicha, sopé do
Auyán-tepui, 450 m elev., 05°44’41”N 62°27’37”W. AMNH
59048 (20/52, 41.7-127.9 mm SL), Cerro Guaiquinima, creek into
the forest, near the basecamp, 05°49’00”N 63°40’00”W. AMNH
59049 (4, 63.0-111.9 mm SL), Bolívar, tributary of the left margin
of río Carapo, tributary of the right margin of río Paragua, 450-
550 m elev., 05°39’N 63°40’W. CAR 15-04-14 (ex-MHNLS 787)
(3, 87.4-90.4 mm SL), Bolívar, río Guayaraca, south of Auyan
Tepuy, 980 m elev. 05°41’N 62°32’W. CAR 456 (ex-MHNLS
14458) (4, 64.4- 81.4 mm SL), Bolívar, río Wareipita, Canaima
State Park, Wareipa, 06°00’32”N 62°46’52”W. MHNLS 789
Holotype (110.9 mm SL) and Paratypes (9, 96.6-118.0 mm SL),
Bolívar, rio Guayaraca, ao sul de Auyán-tepui, 980 m elev., 05°41’N
62°32’W. Lebiasina yuruaniensis. Venezuela. AMNH 1536 (1,
70.7 mm SL), Bolívar, Erkin creek, río Arabopo, 04°47’N
60°52’W.AMNH 9662 (3, 82.3-118.5 mm SL), Bolívar, Arabupu,
Roraima, 13 km southeast of Monte Roraima, 4200 m elev.,
05°06’N 60°44’W, AUM 36649 (4, 27.7- 77.7 mm SL), Bolívar,
tributary of río Waiparú, km 77, in Waipan- Tepuy, río Caroní
drainage, 04°30’N 61°36’W. AUM 36651 (2, 80.1- 83.9 mm SL),
Bolívar, Fundo Cantarrana, río Ikabaru, tributary of río Caroní,
km 95, 04°24’N 61°42’W. CAR 457 (ex-MBUCV 17426) (6,
30.5-85.1 mm SL), Bolívar, Quebrada Cantarrana, 30 km north of
Icabarú, Gran Sabana. Discussion USNM 78656 (2, 120.1-128.3 mm SL), Agua Clara, río Trinidad,
a large tributary of the río Chagres west of the route to the Channel,
09°18’N 79°47’W. ANSP 126193 (4, 64.5-134.4 mm SL), 16 km
de Cerro Azul, Pacific Ocean drainage, Cerro Azul, 09°10’00”N
79°25’00”W. INHS 68116 (1, 54.3 mm SL), Colón, río Frijolito,
bacia do río Chagres, Parque Nacional da Soberania, 09°10’11.1”N
79°46’54.6”W. INHS 68151 (5, 52.8-87.3 mm SL), Colón,
Soberania State Park, río Frijolito, río Chagres drainage,
09°10’11.1”N 79°46’54.6”W. MCZ 45820 (1, 118.3 mm SL),
channel area, near Gamboa, tributary of río Chagres, 09°07’N
79°42’W. MCZ 80749 (11, 53.3-141.9 mm SL), creek in the Barro
Colorado island channel area, 09°09’47.9”N 79°49’43.3”W. MNRJ 14541 (1, 139.1 mm SL; 1 c&s, 100.0 mm SL), Comarca de
San Blas, creek Bulebgandi, tributary of río Azúcar, 09°24’53.1”N
78°38’20.0”W. Lebiasina taphorni, Venezuela. CAR 15-04-47
Holotype (ex-MCNG 19939) (1, 87.1 mm SL), Bolívar, Quebrada
in the middle río Caura. CAR 15-04-48 Paratypes (ex-MCNG
19939) (6, 34.0-62.4 mm SL), Bolívar, Quebrada in the middle río
Caura. CAR 15-04-15 (ex-MCNG 18817) (3, 106.6-123.7 mm
SL), Bolívar, Cedeño, Guanajuja, creek upstream from a small fall,
05°09’00”N 64°09’00”W. MCNG 18814 (5, 61.3- 123.0 mm SL;
1 c&s 67 9 mm SL Bolívar Cedeño Guanajuja creek upstream Floridablanca Quebrada el Gaque, upper río Lebrija, 07°03’58.9”N
73°05’21.3”W. BMNH 1947.47.7.1.23-32 (9, 45.9-106.2 mm SL),
Santander, Bucaramanga, 1000 m elev., río Magdalena drainage. CAR 15-04-23 (2, 105.1-117.9 mm SL), Santander, San Vicente
de Chucuri Quebrada La Carbonera, tributary of río la Llana,
06°53’47.1”N 73°25’39.6”W. IAvH-P 4730 (2, 89.2- 106.3 mm
SL), Santander, Girón, Quebrada el Palmar, tributary of río Del
Oro, 07°04’18.5”N 73°10’32.5”W. CAR 260 (14, 131.2-46.0 mm
SL), Santander, Lebrija, Vereda Lisboa, tributary of Sucio, río
Lebrija drainage, 07°07’10.3”N 73°13’13.6”W. Lebiasina
multimaculata, Colombia. BMNH 1910.7.11:167 Lectotype (1,
91.2 mm SL), Chocó, Condoto, río Condoto, 45 m elev.,
06°06’00”N 76°42’00”W. CAR 15-04-34 (35, 21.6-48.7 mm SL),
Chocó, Andagoya, Quebrada tributary of río San Juan, near the
mouth río Condoto, 05°06’03.9”N 76°41’43.8”W. CAR 138 (5,
52.9-103.7 mm SL), Chocó, Opogodó, río Opogodó, 5°3’0”N
76°39’0”W. CAR 139 (13, 21.7-118.3 mm SL), Chocó, near the
Tadó village, 05°15’25.2”N 76°33’12.9”W. CAR 451 (2, 110.9-
123.8 mm SL), Chocó, Quebrada Weguerál, río San Juan. Lebiasina
ortegai, Colombia. CAR 445 (1, 55.8 mm SL), Cauca, Quebrada
Gemagra, Popayán 1730 m elev., 02°27’03.5”N 76°37’12.1”W. Literature Cited Literature Cited Ardila-Rodríguez, C. A. 1994. Lebiasina floridablancaensis, una
nueva especie de pez para Colombia (Teleostei: Characiformes:
Lebiasinidae). Revista Unimetro, 10 (19): 1-8. 775 A. L. Netto-Ferreira, O. T. Oyakawa, Jansen Zuanon & J. C. Nolasco Ferraris, C. J. 2007. Checklist of catfishes, recent and fossil
(Osteichthyes: Siluriformes), and catalogue of siluriform primary
types. Zootaxa, 1418: 1-628. Ardila-Rodríguez, C. A. 1999. Lebiasina provenzanoi, una nueva
especie de pez para Venezuela (Teleostei: Characiformes:
Lebiasinidae). Revista Unimetro, 13 (5 & 6): 1-10. Fink, W. L. & Weitzman, S. H. 1974. The so-called cheirodontin
fishes of Central America with description of two new species
(Pisces, Characidae). Smithsonian Contributions to Zoology,
172: 1-46. Ardila-Rodríguez, C. A. 2000. Lebiasina yuruaniensis, una nueva
especie de pez para Venezuela (Teleostei: Characiformes:
Lebiasinidae). Revista Unimetro, Separata Especial N°s. 2, 3
(25 & 26): 1-16. Géry, J. 1977. Characoids of the World. Tropical Fish Hobbyist
Publications, Neptune City, 672p. Ardila Rodríguez, C. A. 2001. Lebiasina chucuriensis una nueva
especie de pez para Colombia (Teleostei: Characiformes:
Lebiasinidae). Revista Unimetro, 13 (27-28): 1-20. Géry, J. & Zarske A. 2002. Derhamia hoffmannorum gen. et sp. n -
a new pencil fish (Teleostei, Characiformes, Lebiasinidae), endemic
from the Mazaruni River in Guyana. Zoologische Abhandlungen;
Staatliches Museum für Tierkunde in Dresden, 52: 35-47. Ardila-Rodríguez, C. A. 2002. Lebiasina nariñensis, una nueva
especie de pez para Colombia (Teleostei: Characiformes,
Lebiasinidae). Dahlia, 5: 11-18. Ardila-Rodríguez, C. A. 2004. Lebiasina taphorni (Pisces:
Characiformes, Lebiasinidae), una nueva especie. Dahlia, 7: 57-65. Machado-Allison, A. 1974. Etapas del desarrollo del pez Piabucina
pleurotaenia Regan 1903 (Characiformes: Lebiasinidae). Acta
Biológica Venezoelana, 8: 579-622. Ardila-Rodríguez, C. A. 2008a. Lebiasina ortegai (Characiformes:
Lebiasinidae), nueva especie, sistema del río Cauca, Colombia. Dahlia, 10: 17-25. Menezes, N. A. & S. H. Weitzman. 1990. Two new species of
Mimagoniates (Teleostei: Characidae: Glandulocaudinae), their
phylogeny and biogeography and a key to the gladulocaudin
fishes of Brazil and Paraguay. Proceedings of the Biological
Society of Washington, 102: 380-426. Ardila-Rodríguez, C. A. 2008b. Lebiasina colombia (Characiformes:
Lebiasinidae), nueva especie cuenca del río Sinú, Colombia. Dahlia, 10: 27-32. Nelson, J. S. 2006. Fishes of the World. John Wiley and Sons, Inc. New York, 601p. Ardila-Rodríguez, C. A. 2009. Lebiasina colombia (Ardila
Rodriguez, 2008). Peces del Alto río Sinu, 1: 1-20. Netto-Ferreira, A. L. 2006. Relações filogenéticas dos gêneros de
Lebiasinidae (Ostariophysi, Characiformes). Unpublished
M.Sc. Dissertation, Universidade Federal do Rio de Janeiro,
Rio de Janeiro, Brazil, 374p. Ardila-Rodríguez, C. A. 2010. Literature Cited Lebiasina chocoensis, una nueva especie
de pez para Colombia (Teleostei: Characiformes: Lebiasinidae,
Lebiasininae). Peces del Departamento del Chocó, 1: 1-20. Dahl, G. 1971. Los Peces del norte de Colombia. Instituto de
Desarrollo de Los Recursos Naturales Renovables
(INDERENA), Bogotá, 391p. Netto-Ferreira, A. L. 2010. Revisão taxonômica e relações
interespecíficas de Lebiasininae (Ostariophysi: Characiformes:
Lebiasinidae). Unpublished Ph.D. Dissertation, Universidade
de São Paulo, São Paulo, Brazil, 443p. Eigenmann, C. H. 1910. Catalogue of freshwaters fishes of tropical
and south temperate America. Reports of Princeton University
Expedition Patagonia, 1896-1899. Princeton, N. J., Princeton
University, 3: 375-511. Taphorn, D. 1992. Characiform fishes of the Apure River drainage,
Venezuela. BioLlania. UNELLEZ, Guanare, Venezuela, 537p. Eigenmann, C. H. & W. R. Allen. 1942. Fishes of western South
America. I. The Intercordilleran and Amazonian lowlands of
Peru. II. The high pampas of Peru, Bolivia and northern Chile. University of Kentucky, Lexington, 494p. Taylor, W. R. & G. C. van Dyke. 1985. Revised procedures for
staining and clearing small fishes and other vertebrates for bone
and cartilage study. Cybium, 9: 107-119. Weitzman, S. H. 1964. Osteology and relationships of South American
characid fishes of subfamilies Lebiasinidae and Erythrinidae with
special references to subtribe Nannostomina. Proceedings of the
United States National Museum, 116: 127-170. Fernández-Yépez, A. 1967. Primera contribución al conocimiento
de los peces, con descripción de dos especies y una subespecie
nuevas. Resultados zoológicos de la expedición de la Universidad
Central de Venezuela. Acta Biologica Venezuelica, 5: 159-177. Weitzman, S. H. 1966. Review of South American characid fishes of
subtribe Nannostomina. Proceedings of the United States
National Museum, 119: 1-56. Fernández-Yépez, A. 1972. Analisis Ictiológico del Complejo
Hidrográfico (04) “río Yaracuy”. Dirección de Obras Hidraúlicas,
Ministerio de Obras Públicas, Republica de Venezuela, 25p. Weitzman, M. & S. H. Weitzman. 2003. Family Lebiasinidae. Pp. 241-250. In: Reis, R. E.; S. O. Kullander & C. J. Ferraris, Jr. (eds.). Check List of the freshwater fishes of South and Central
America, Porto Alegre, Edipucrs, 729p. Submitted August 19, 2011
Accepted November 28, 2011
Published December 26, 2011 Submitted August 19, 2011
Accepted November 28, 2011
Published December 26, 2011
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Serum leptin and its relation to anthropometric measures of obesity in pre-diabetic Saudis
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Cardiovascular diabetology
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cc-by
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University of Warwick institutional repository: http://go.warwick.ac.uk/wrap
This paper is made available online in accordance with
publisher policies. Please scroll down to view the document
itself. Please refer to the repository record for this item and our
policy information available from the repository home page for
further information. To see the final version of this paper please visit the publisher’s website. Access to the published version may require a subscription. Author(s): Nasser M Al-Daghri, Omar S Al-Attas, Khalid Al-Rubeaan,
Mehad Mohieldin, Mohammad Al-Katari, Alan F Jones and Sudhesh
Kumar
Article Title: Serum leptin and its relation to anthropometric measures of
obesity in pre-diabetic Saudis
Year of publication: 2007
Link to published version: http://dx.doi.org/10.1186/1475-2840-6-18
Publisher statement: None To see the final version of this paper please visit the publisher’s website. Access to the published version may require a subscription. Access to the published version may require a subscription. Author(s): Nasser M Al-Daghri, Omar S Al-Attas, Khalid Al-Rubeaan,
Mehad Mohieldin, Mohammad Al-Katari, Alan F Jones and Sudhesh
Kumar
Article Title: Serum leptin and its relation to anthropometric measures of
obesity in pre-diabetic Saudis
Year of publication: 2007
Link to published version: http://dx.doi.org/10.1186/1475-2840-6-18
Publisher statement: None BioMed Central Published: 7 July 2007 Received: 2 May 2007
Accepted: 7 July 2007 Cardiovascular Diabetology 2007, 6:18
doi:10.1186/1475-2840-6-18 This article is available from: http://www.cardiab.com/content/6/1/18 © 2007 Al-Daghri et al; licensee BioMed Central Ltd. © 2007 Al Daghri 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. Received: 2 May 2007
Accepted: 7 July 2007 Published: 7 July 2007 Abstract Background: Little information is available on leptin concentrations in individuals with IGT. This
study aims to determine and correlate leptin levels to anthropometric measures of obesity in pre-
diabetic, (IFG and IGT), type 2 diabetic and normoglycaemic Saudis. Methods: 308 adult Saudis (healthy controls n = 80; pre-diabetes n = 86; Type 2 diabetes n = 142)
participated. Anthropometric parameters were measured and fasting blood samples taken. Serum
insulin was analysed, using a solid phase enzyme amplified sensitivity immunoassay and also leptin
concentrations, using radio-immunoassay. The remaining blood parameters were determined using
standard laboratory procedures. Results: Leptin levels of diabetic and pre-diabetic men were higher than in normoglycaemic men
(12.4 [3.2–72] vs 3.9 [0.8–20.0] ng/mL, (median [interquartile range], p = 0.0001). In females, leptin
levels were significantly higher in pre-diabetic subjects (14.09 [2.8–44.4] ng/mL) than in
normoglycaemic subjects (10.2 [0.25–34.8] ng/mL) (p = 0.046). After adjustment for BMI and
gender, hip circumference was associated with log leptin (p = 0.006 with R2 = 0.086) among all
subjects. Conclusion: Leptin is associated with measures of adiposity, hip circumference in particular, in the
non-diabetic state among Saudi subjects. The higher leptin level among diabetics and pre-diabetics
is not related to differences in anthropometric measures of obesity. cultural changes over the past thirty years. Approximately
60% of the population are urbanised and have adopted a
'Westernised' lifestyle in terms of diet and physical activity Op
Original investigation
Serum leptin and its relation to anthropometric measures of
obesity in pre-diabetic Saudis Address: 1Biochemistry Department, College of Science, King Saud University, Riyadh, Saudi Arabia, 2Biochemistry Department, College of
Science, King Saud University, Riyadh, Saudi Arabia, 3Medicine Department, College of Medicine, King Saud University, Riyadh, Saudi Arabia,
4Diabetic Center, KAUH, Riyadh, Saudi Arabia, 5Diabetic Center, KAUH, Riyadh, Saudi Arabia, 6Clinical Biochemistry, Birmingham Heartlands
Hospital, Birmingham, B9 5SS, UK and 7Warwick Medical School, Diabetes & Metabolism Unit, University of Warwick, Coventry, CV4 7AL, UK Email: Nasser M Al-Daghri* - aldaghri2000@hotmail.com; Omar S Al-Attas - omrattas@ksu.edu.sa; Khalid Al-Rubeaan - krubeaan@ksu.edu.sa;
Mehad Mohieldin - mohieldin@ksu.edu.sa; Mohammad Al-Katari - malkatari@ksu.edu.sa; Alan F Jones - afjones@doctors.org.uk;
Sudhesh Kumar - Sudhesh.Kumar@warwick.ac.uk * Corresponding author Cardiovascular Diabetology Open Access Methods
Subjects In the present study, subjects were selected from the roster
of adult, ambulant, non-pregnant patients attending the
Diabetes Center at the King Abdulaziz University Hospital
in Riyadh, Saudi Arabia. Ethical approval was obtained
from the local institution's review committee and consent
was obtained from all participants. For the purposes of
this study, subjects were classified into categories of
abnormal glucose homeostasis if they had a single abnor-
mal FPG. 142 patients had type-2 diabetes (FPG > 7.1
mmol/L) (97 males and 45 females). All patients with dia-
betes were treated with a low-carbohydrate diet, with or
without oral antidiabetetic agents, mainly glibenclamide
and metformin. 86 pre-diabetic subjects (49 males and 37
females) were defined on the basis of modified ADA crite-
ria [24]. Pre-diabetes was diagnosed when the fasting
plasma glucose was between 5.6 mmol/L – 7.0 mmol/L
(100–126 mg/dL). 80 Saudi individuals (45 males and 35
females), with no prior history of CHD or diabetes, were
recruited as controls (no diabetes). Increased risk of CHD in subjects with IGT is supported by
data from the Honolulu [8], Chicago [9] and Islington
[10] heart studies, which demonstrated that mortality
from CHD increased gradually as glucose tolerance deteri-
orated, with no apparent threshold value. In 1997, the
American Diabetes Association (ADA) defined pre-diabe-
tes as fasting plasma glucose (FPG) 6.1–7.0 mmol/L
(110–126 mg/dl) [11]. The choice of the 6.1 mmol/L
threshold was based partly on the increased risk of devel-
oping both microvascular and macrovascular complica-
tions above this level [11]. However, it has now been
shown that the fasting glycaemia threshold of 6.1 mmol/
L does not create a category of glucose homeostasis equiv-
alent to that of IGT, either for the subsequent develop-
ment of diabetes or CHD [12]. Diabetes increases the risk of developing cardiovascular
disease by 2–3 times and increases by as much as 50% the
risks of non-cardiovascular mortality associated with this
condition [13-15]. This high risk is not completely
explained by the traditional risk factors [16,17]. Pre-dia-
betes is also associated with cardiovascular diseases
(CVD) [18,19], but it is unclear if it is an independent risk
factor, because it commonly co-exists with other cardio-
vascular risk factors present in the metabolic syndrome. The overall prevalence of type 2 diabetes in Saudi adults is
23.7% [20] while the overall prevalence of CHD is 5.5%
[5]. Background Background
Saudi Arabia, a Middle Eastern country with a population
of 22 million, has undergone significant economic and Page 1 of 6
(page number not for citation purposes) Page 1 of 6
(page number not for citation purposes) http://www.cardiab.com/content/6/1/18 Cardiovascular Diabetology 2007, 6:18 with those in patients who have pre-diabetes and to corre-
late it with anthropometric measures of obesity. [1]. Obesity and associated components of the metabolic
syndrome have become increasingly common in the
Saudi population, which may partially explain the
increased incidence of coronary heart disease (CHD) [2-
7]. In the USA, 17.1% of overweight adults aged 45–74
years were found to have impaired glucose tolerance
(IGT); 11.9% had impaired fasting glucose (IFG); 22.6%
had prediabetes; and 5.6% had both IGT and IFG [8]. Laboratory methods Blood samples were collected after a 12-hour fast for the
determination of glucose, insulin, total cholesterol, HDL,
triglycerides, apolipoprotein A1 (apo A1), apolipoprotein
A2 (apo A2) and leptin. All samples were stored at -70°C
prior to analysis by using routine laboratory methods,
except for insulin and leptin assay. Insulin was analyzed
by a solid phase enzyme amplified sensitivity immu-
noassay (Medgenix INS-ELISA, Biosource, Belgium). Lep-
tin concentrations were measured by radio-immunoassay
(Linco Research, St. Charles, MO). Homeostasis model
assessment-insulin resistance (HOMA-IR) and β-cell func-
tion index were derived using the HOMA equation [25]. In human beings, serum leptin concentration is directly
proportional to body fat mass, but it is leptin resistance
and not leptin deficiency per se which is regarded as a
pathogenic mechanism in human obesity. Leptin concen-
trations vary widely among individuals with similar fat
mass, indicating other possible factors for its determina-
tion [21,22]. Leptin may be a marker of risk of CHD, at
least in males, and contributes to the CHD risk profile in
subjects with insulin resistance [23]. Not much informa-
tion is available on leptin concentrations in individuals
with IGT and to our knowledge there has been no study of
leptin in pre-diabetics within the region. Methods
Subjects However, the percentage of Saudi subjects who had an
FPG in the impaired fasting glucose range (6.1–7.0 mmol/
L) was 14.1% [7]. Anthropometric parameters All subjects underwent a full physical examination and
completed a general questionnaire. Height was measured
to the nearest 0.5 cm and weight to the nearest 0.1 kg. Waist circumference (cm) was measured at the horizontal
circumference midway between the lowest rib margin and
the iliac crest and the hip circumference (cm) was meas-
ured at the maximum circumference over the buttocks. Body mass index (BMI) was calculated as weight (kg)
divided by height (m) squared. Groups were matched for
BMI. Results
bl Table 1 presents the clinical and metabolic characteristics
of the male subjects. It is evident that those in the diabetes
group were significantly older (p < 0.0001), with higher
fasting glucose and leptin levels (p < 0.0001, 0.012 respec-
tively) than those in the pre-diabetes and control groups. At the same time, the pre-diabetes group had significantly
elevated systolic blood pressure (p = 0.046) and fasting
glucose levels (p < 0.0001), compared to the controls. Table 2 highlights the clinical and metabolic parameters
in the females. In the diabetes and pre-diabetes group,
FPG and LDL were significantly higher than in the control. Total cholesterol was also significantly higher in women
with diabetes (p = 0.03). Data were presented according to gender, since it is
already an established fact that leptin levels are signifi-
cantly higher in women than in men. There are several
possible explanations for the difference. One is that
females have more adipose tissue than males, but a grow-
ing literature indicates that estrogen, especially at higher
levels, will stimulate the production of leptin, whereas
androgens will suppress the levels of leptin [37]. In this
cross-sectional study, we found positive correlations
between leptin and hip circumference in pre-diabetic
patients. This is consistent with a previous study, which
also showed that this group is at high risk of developing Serum leptin was significantly higher in the men with dia-
betes than in their non-diabetic counterparts (12.4 [3.2–
72]; p = 0.0001). In the female patients, serum leptin was
higher in those with pre-diabetes (14.09 [2.8–44.4]) than
in the controls. Table 1: Clinical characteristics and metabolic parameters of male subjects with type-2 diabetes, pre-diabetes and no diabetes
No Diabetes
Pre-diabetes
Type-2 Diabetes
N
45
49
97
Age (years)
45.7(12.6)
50.1(11.6)
54.5(10.7)f
Systolic blood pressure (mm Hg)
123.1(16.9)
132.8(25.1)a
130.7(17.5)
Diastolic blood pressure (mm Hg)
79.9(9.1)
85.1(11.4)
82.9(10.5)
BMI (Kg/m2)
29.2(7.3)
28.5(4.3)
27.3(4.1)
Waist (cm)
93.7(18.2)
98.6(10.1)
96.4(15.1)
Hips (cm)
95.9(15.7)
100.5(13.9)
99.8(14.4)
Fasting Glucose (mmol/L)
4.8(0.6)
6.1(0.4)f
13.7(5.0)f
Cholesterol (mmol/L)
5.2(1.6)
5.6(1.4)
6.5(1.9)f
HDL (mmol/L)
0.94(0.3)
1.2(0.4)
0.9(0.4)
Triglyceride (mmol/L)
1.8(0.6–6.7)
1.9(0.7–6.3)
2.5(1.6–15)
LDL (mmol/L)
3.3(1.1)
3.9(1.6)
4.2(1.8)b
Insulin μmol/L *
12.6(2–99)
12.3 (2–36)
16.2(2–70)
Leptin ng/mL *
3.9(0.8–20)
7.6(1.2–72)d
12.4(3.2–72)c
APO A1 mg/dL
0.9(0.3)
0.9(0.5)
0.9(0.3)
APO A2 mg/dL
0.4(0.1)
0.4(0.1)
0.3(0.1)
HOMA-IR *
3.3(0.3–23.8)
3.5(0.5–10.2)
9.6(1.1–49.7)e
Data are presented as means (SD) or as medians (interquartile range) for insulin, leptin and HOMA-IR data. Discussion Insulin resistance is the common factor in a range of risk
factors for atherosclerosis, specifically hypertension, dysl-
ipidemia and abnormal glucose metabolism. As has been
shown in other populations [26-29], the pre-diabetic
males had a significantly higher systolic blood pressure
and fasting plasma glucose than the control subjects had. Many [30,31], but not all studies [32,33] of the general
population have shown a positive association of indices
of insulin resistance with arterial wall changes, CHD and
CVD. The clustering of risk factors increases the risk of
atherosclerosis [34-36]. Statistical Analysis Data were analysed using the Statistical Package for the
Social Sciences (SPSS) version 10 (SPSS, Evanston, IL,
USA) for Windows. Biochemical parameters not normally This study aims to determine and compare the serum lep-
tin concentrations of diabetic and non-diabetic patients Page 2 of 6
(page number not for citation purposes) Cardiovascular Diabetology 2007, 6:18 http://www.cardiab.com/content/6/1/18 distributed were analyzed after being logarithmically
transformed. Students' unpaired t-test and one-way anal-
ysis of variance (ANOVA) were used to compare the
results of the different groups. Simple and partial correla-
tion coefficients between the variables were determined
and multiple regression analysis was performed to deter-
mine the relationships between the variables of interest. Data were expressed as mean (SD) or median (range); sta-
tistical significance was set at p < 0.05. Stepwise linear regression analysis revealed a positive cor-
relation between log leptin and hip circumference and
BMI (R = 0.31, p = 0.002; R = 0.26, p = 0.006 respectively). Even after adjustment for BMI, there was a positive associ-
ation between log leptin and hip circumference with an R2
= 0.086 and p value of 0.006 (see Figure 1). The rest of the
findings were non-contributory. Results
bl The P-values shown are comparisons of
metabolic characteristics for case control versus either prediabetic patients or those with T2DM: a) 0.046; b) p = 0.03; c) p = 0.012; d) p = 0.004;
e) p = 0.001; f) p < 0.0001. stics and metabolic parameters of male subjects with type-2 diabetes, pre-diabetes and no diabetes Table 1: Clinical characteristics and metabolic parameters of male subjects with type-2 diabetes, pre-diab Data are presented as means (SD) or as medians (interquartile range) for insulin, leptin and HOMA-IR data. The P-values shown are comparisons of
metabolic characteristics for case control versus either prediabetic patients or those with T2DM: a) 0.046; b) p = 0.03; c) p = 0.012; d) p = 0.004;
e) p = 0.001; f) p < 0.0001. Page 3 of 6
(page number not for citation purposes) Page 3 of 6 The association of leptin to waist
circumference (a surrogate for upper body obesity) and
hip circumference confirms findings in Mexican American
populations [49,50]. After adjustment for BMI, serum lep-
tin concentrations in pre-diabetic men were independent
of waist circumference, but in women they were associ-
ated with hip circumference. Hip circumference is a proxy
measure of peripheral fat in serum leptin concentrations,
aside from the fact that women have a significantly larger
volume of subcutaneous fat than do men. In the control
subjects, leptin concentrations were directly and signifi-
cantly related to subcutaneous fat, with a strong inverse
relationship to waist-hip ratio. When the results were con-
sidered according to gender, it was found that 33.1% of
the male Saudis with waist circumference >102 cm, had
diabetes. In female subjects, 27% of those with a high
waist circumference ≥88 cm had diabetes, compared to
only 13.4% of those with a normal waist circumference
[20]. Leptin is related to waist and hip circumference and
is directly proportional to body fat. However, in those
with diabetes, this relationship is lost, reflecting the effect
of other factors, including hyperinsulinaemia and the acti-
vation of sub-clinical inflammation. lated to have closer associations with the biomarkers of
CHD than BMI has [48]. The association of leptin to waist
circumference (a surrogate for upper body obesity) and
hip circumference confirms findings in Mexican American
populations [49,50]. After adjustment for BMI, serum lep-
tin concentrations in pre-diabetic men were independent
of waist circumference, but in women they were associ-
ated with hip circumference. Hip circumference is a proxy
measure of peripheral fat in serum leptin concentrations,
aside from the fact that women have a significantly larger
volume of subcutaneous fat than do men. In the control
subjects, leptin concentrations were directly and signifi-
cantly related to subcutaneous fat, with a strong inverse
relationship to waist-hip ratio. When the results were con-
sidered according to gender, it was found that 33.1% of
the male Saudis with waist circumference >102 cm, had
diabetes. In female subjects, 27% of those with a high
waist circumference ≥88 cm had diabetes, compared to
only 13.4% of those with a normal waist circumference
[20]. Leptin is related to waist and hip circumference and
is directly proportional to body fat. However, in those
with diabetes, this relationship is lost, reflecting the effect
of other factors, including hyperinsulinaemia and the acti-
vation of sub-clinical inflammation. Page 3 of 6 Serum leptin concentration may contribute to the risk of
CVD by altering lipid metabolism and contributing to
hypertension via the activation of the sympathetic nerv-
ous system and increasing renal sodium re-absorption
[42,43]. However, in our study there was no correlation
between leptin and blood pressure. In another study, lep-
tin signaling directly promoted atherosclerosis and may
therefore represent a therapeutic target for the prevention
of atherosclerosis [44]. Lichnovska and her colleagues in
their recent report mentioned the significant role of serum
leptin in the progression of insulin resistance, but this was
not confirmed in the present study [45]. The difference
can be due to the fact that the earlier study considered eld-
erly and hyperlipemic patients, while the present study
focused on pre-diabetic, diabetic and non-diabetic adults. Our results, however, confirm the results of Adamia et al.,
which reveal no correlation between leptin and insulin
resistance [46]. Page 3 of 6 http://www.cardiab.com/content/6/1/18 Cardiovascular Diabetology 2007, 6:18 Table 2: Clinical characteristics and metabolic parameters of female subjects with type-2 diabetes, pre-diabetes and healthy control
subjects
No diabetes
Pre-diabetes
Type-2 diabetes
N
35
37
45
Age (years)
43.6(11.3)
43.3(11.7)
49.0(12.6)d
Systolic blood pressure (mm Hg)
122.8(23.1)
127.3(24.2)
123.6(18.6)
Diastolic blood pressure (mm Hg)
79.4(16.5)
79.8(8.03)
80.7(10.3)
BMI (kg/m2)
30.4(6.4)
32.5(8.4)
32.5(10.3)
Waist (cm)
90.5(12.5)
91.8(13.5)
96.2(17.9)
Hips (cm)
105.3(14.1)
104.8(17.9)
106.7(20.8)
Fasting Glucose (mmol/L)
4.8(0.9)
6.1(0.4)b
14.1(5.5)b
Cholesterol (mmol/L)
5.2(1.3)
5.3(1.1)
6.6(1.9)b
HDL (mmol/L)
1.1(0.4)
0.9(0.4)
1.1(0.3)
Triglyceride (mmol/L)
1.9(1.9)
1.6(0.9)
2.6(1.4)
LDL (mmol/L)
3.5(1.4)
3.6(1.1)d
4.4(1.5)c
Insulin (μmol/L)*
15.2(2–62)
13.5(6–26)
14.04(1–52)
Leptin ng/mL *
10.2(0.25–34.8)
14.09(2.8–44.4)a
13.3(3.6–49.1)
APO A1 mg/dL
0.8(0.4)
0.9(0.4)
1.2(2.5)
APO A11 mg/dL
0.4(0.1)
0.4(0.1)
0.4(0.2)
HOMA IR *
3.1(0.3–12.5)
3.6(1.5–7.3)
7.8(0.6–28.4)b
*Data are presented as means (SD) or as medians (interquartile range) for insulin, leptin and HOMA-IR data. The P-values shown are comparisons
of metabolic characteristics for case control versus either prediabetics or patients with T2DM: a) 0.046; b) p = 0.03; c) p = 0.004; d) p < 0.001 Table 2: Clinical characteristics and metabolic parameters of female subjects with type-2 diabetes, pre-diabetes and healthy control
subjects istics and metabolic parameters of female subjects with type-2 diabetes, pre-diabetes and healthy control Table 2: Clinical characteristics and metabolic parameters of female subjects with type-2 diabetes, pre-diabetes and healthy control
subjects e 2: Clinical characteristics and metabolic parameters of female subjects with type-2 diabetes, pre-diabetes
t *Data are presented as means (SD) or as medians (interquartile range) for insulin, leptin and HOMA-IR data. The P-values shown are comparisons
of metabolic characteristics for case control versus either prediabetics or patients with T2DM: a) 0.046; b) p = 0.03; c) p = 0.004; d) p < 0.001 *Data are presented as means (SD) or as medians (interquartile range) for insulin, leptin and HOMA-IR data. The P-valu
of metabolic characteristics for case control versus either prediabetics or patients with T2DM: a) 0.046; b) p = 0.03; c) CHD [38]. The positive association with hip circumfer-
ence remained significant after adjusting for gender and
BMI, which confirmed the results in previous studies for
healthy men and women [39,40]. With impaired glucose
tolerance, small changes in circulating insulin also alter
insulin levels [41]. lated to have closer associations with the biomarkers of
CHD than BMI has [48]. Conclusion A family history of diabetes was found to have a negative
association with leptin in pre-diabetic patients; this con-
firms a previous study which reported that healthy lean
non-diabetic Asian Indians are more insulin resistant than
other ethnic groups, despite similarities in their living
environment [47]. Waist circumference has been postu- The significant correlation of leptin to selected anthropo-
metric measurements of obesity is confirmed in non-dia-
betic Saudi Subjects. In those with diabetes, this
relationship is lost, reflecting the effect of other factors,
including hyperinsulinaemia and the activation of sub-
clinical inflammation. Page 4 of 6
(page number not for citation purposes) Cardiovascular Diabetology 2007, 6:18 http://www.cardiab.com/content/6/1/18 http://www.cardiab.com/content/6/1/18 L
l
ti (
/ l)
Hi
i
f
(
)
Fi
1
-1.50
-1.00
-0.50
0.00
0.50
1.00
1.50
2.00
2.50
0
20
40
60
80
100
120
140
160
Hips (cm)
log leptin (ng/ml) Log leptin (ng/ml) vs. Hip circumference (cm)
Figure 1
Log leptin (ng/ml) vs. Hip circumference (cm). The
correlation of log leptin (ng/mL) with hip circumference (cm)
using univariate analysis across all Saudi subjects, case con-
trols, T2DM and pre-diabetic subjects. Blue denotes the
actual values with the line of best fit shown in square (R2
0.086 p-value = 0.006). -1.50
-1.00
-0.50
0.00
0.50
1.00
1.50
2.00
2.50
0
20
40
60
80
100
120
140
160
Hips (cm)
log leptin (ng/ml) Log leptin (ng/ml) vs. Hip circumference (cm)
Figure 1
Log leptin (ng/ml) vs. Hip circumference (cm). The
correlation of log leptin (ng/mL) with hip circumference (cm)
using univariate analysis across all Saudi subjects, case con-
trols, T2DM and pre-diabetic subjects. Blue denotes the
actual values with the line of best fit shown in square (R2
0.086 p-value = 0.006). -1.50
-1.00
-0.50
0.00
0.50
1.00
1.50
2.00
2.50
0
20
40
60
80
100
120
140
160
Hips (cm)
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scientist can read your work free of charge
"BioMed Central will be the most significant development for
disseminating the results of biomedical research in our lifetime."
Sir Paul Nurse, Cancer Research UK
Your research papers will be:
available free of charge to the entire biomedical community
peer reviewed and published immediately upon acceptance
cited in PubMed and archived on PubMed Central
yours — you keep the copyright
Submit your manuscript here:
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Rural Clinician Scarcity and Job Preferences of Doctors and Nurses in India: A Discrete Choice Experiment
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Abstract The funders
(World Bank) participated in the study design, decision to publish, and preparation of the manuscript. Competing Interests: The authors have declared that no competing interests exist. Funding: The study was funded by a grant from the World Bank. Two of the authors were members of the World Bank at the time of this study. The funders
(World Bank) participated in the study design, decision to publish, and preparation of the manuscript. Competing Interests: The authors have declared that no competing interests exist. * E-mail: kd.rao@phfi.org Krishna D. Rao1*, Mandy Ryan2, Zubin Shroff3, Marko Vujicic4, Sudha Ramani5, Pet 1 Public Health Foundation of India, New Delhi, India, 2 Health Economics Research Unit, Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, Scotland,
3 Department of Global Health and Population, Harvard School of Public Health, Boston, Massachusetts, United States of America, 4 American Dental Association, Chicago,
Illinois, United States of America, 5 Indian Institute of Public Health (Hyderabad), Hyderabad, India, 6 Department of Global Health and Population, Harvard School of
Public Health, Boston, Massachusetts, United States of America December 2013 | Volume 8 | Issue 12 | e82984 PLOS ONE | www.plosone.org Abstract The scarcity of rural doctors has undermined the ability of health systems in low and middle-income countries like India to
provide quality services to rural populations. This study examines job preferences of doctors and nurses to inform what
works in terms of rural recruitment strategies. Job acceptance of different strategies was compared to identify policy
options for increasing the availability of clinical providers in rural areas. In 2010 a Discrete Choice Experiment was
conducted in India. The study sample included final year medical and nursing students, and in-service doctors and nurses
serving at Primary Health Centers. Eight job attributes were identified and a D-efficient fractional factorial design was used
to construct pairs of job choices. Respondent acceptance of job choices was analyzed using multi-level logistic regression. Location mattered; jobs in areas offering urban amenities had a high likelihood of being accepted. Higher salary had small
effect on doctor, but large effect on nurse, acceptance of rural jobs. At five times current salary levels, 13% (31%) of medical
students (doctors) were willing to accept rural jobs. At half this level, 61% (52%) of nursing students (nurses) accepted a
rural job. The strategy of reserving seats for specialist training in exchange for rural service had a large effect on job
acceptance among doctors, nurses and nursing students. For doctors and nurses, properly staffed and equipped health
facilities, and housing had small effects on job acceptance. Rural upbringing was not associated with rural job acceptance. Incentivizing doctors for rural service is expensive. A broader strategy of substantial salary increases with improved living,
working environment, and education incentives is necessary. For both doctors and nurses, the usual strategies of moderate
salary increases, good facility infrastructure, and housing will not be effective. Non-physician clinicians like nurse-
practitioners offer an affordable alternative for delivering rural health care. Editor: Waldemar A. Carlo, University of Alabama at Birmingham, United States of America Received July 25, 2013; Accepted October 29, 2013; Published December 20, 2013 Copyright: 2013 Rao 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. Funding: The study was funded by a grant from the World Bank. Two of the authors were members of the World Bank at the time of this study. Introduction involves deploying non-physician clinicians (e.g. nurse-practitioner
or medial assistant) to perform many of the functions of a doctor
[8]. Studies have shown that non-physician clinicians can perform
comparably with doctors in primary care settings [9–13]. Health systems in low and middle-income countries (LMIC) like
India struggle to provide quality clinical services to rural
populations. An important constraint facing these countries is
the scarcity of physicians in rural areas. In India, for example,
almost 60% of health workers reside in urban areas even though
74% of the country’s population is rural [1]. This rural scarcity is
particularly stark when compared to the urban availability of
clinical care providers. In rural (urban) India there are 1.2(11.3)
physicians and 0.7(4.3) nurses and midwifes per 10,000 population
[1]. Indian strategies to improve rural recruitment have been born
out of an administrative response, rather than, from a systematic
understanding of health worker preferences [14]. This has
prevented policy makers from taking a comprehensive view of
the rural recruitment problem. Moreover, strategies that have
been attempted like higher salaries for rural postings, admission to
specialist training after some years in rural service, and housing
have been offered as singleton incentives (typically only salary
increases) [15–16]. While task shifting for primary care has been
attempted on a limited scale, concerns about quality of care have
contributed to restricting further expansion [17]. In general, little
evidence exists on the effectiveness of individual rural retention
strategies or how they can be improved. Importantly, current
strategies mostly focus on doctors with little information on nurses. Such approaches based on a narrow view of the rural recruitment
problem have limited the range of strategies that have been
attempted. Efforts to reduce the scarcity of rural clinicians in LMICs have
broadly focused on three strategies. One is to make rural service
compulsory; however, this has generally been unpopular and
unsuccessful [2]. A second strategy is to make rural service more
attractive by offering monetary and non-monetary incentives. Several studies have shown that job choices are driven by salary, as
well as, non-monetary job characteristics such as living conditions,
educational opportunities for children, opportunities for training,
and future career prospects [3–7]. A third strategy of task shifting December 2013 | Volume 8 | Issue 12 | e82984 1 PLOS ONE | www.plosone.org Rural Clinician Scarcity In India Table 1. Attributes and levels [Reference category for each attribute highlighted in italics]. Table 1. Introduction Attributes and levels [Reference category for each attribute highlighted in italics]. Attribute
Levels
1
Type of health center
1. Clinic
2. Small hospital (20–30 beds)
3. Large hospital (50–100 beds)
2
Area
1. Located in a poorly connected place with bad education facility for children and poor housing provided
2. Located in a poorly connected place with bad education facility for children but good housing provided
3. Located in a well-connected place, having good education facilities for children but poor quality housing
provided
4. Located in a well-connected place, having good education facilities for children and good quality housing
provided
3
Health center infrastructure
1. Building in poor condition, inadequate equipment, and frequent shortages of supplies and drugs
2. Well maintained building, adequately equipped with few shortages of supplies and drugs. 4
Staff
1. Few staff and heavy workload
2. Fully staffed and moderate workload
5
Salary (including allowances, Rs/month)
1. Doctors: 30,000 45,000 65,000 80,000
2. Nurses: 10,000 15,000 25,000 30,000
6
Change in location to city/town
1. Uncertain
2. On completion of 3 years
7
Professional development
1. Short duration training courses for skill development
2. Easier admission to PG after 3 years of service in same job through reservation/quota. 8
Job location
1. The job is not located in your native area
2. The job is located in your native area
Source: Study data. doi:10.1371/journal.pone.0082984.t001 This study aims to better understand ‘what works’ in terms of
strategies for increasing the presence of qualified clinical care
providers in rural areas of India. This is approached from the
perspective of job preferences of both trainee and in-service
doctors and nurses. This study has the following specific aims. First, to identify effective rural recruitment strategies based on
health worker job preferences. Second, to compare how the
effectiveness of these strategies differs between doctors and nurses. Third, to outline policy options for increasing the availability of
clinical care providers in rural areas. The study focused on final
year medical and nursing students, as well as, doctors and nurses
serving at Primary Health Centers (PHC) and sub-district
hospitals. The focus on final year students is because they will
soon enter the job market, and on doctors and nurses is because
they both provide clinical care at PHCs. The two Indian states
where this study was conducted represent diversity both in terms
of geography and in their capacity to produce doctors and nurses. Introduction The two Indian states
where this study was conducted represent diversity both in terms
of geography and in their capacity to produce doctors and nurses. To elicit health worker preferences for different job attributes
we use the Discrete Choice Experiment (DCE) methodology. The
DCE method has been used extensively in the health economics
field [3–7,18–21]. To the best of our knowledge, this is the first
DCE to be conducted in India for this purpose. Importantly, this
study is one of the few that compares the stated job preferences of
doctors and nurses for rural recruitment in the same setting. Introduction To elicit health worker preferences for different job attributes
we use the Discrete Choice Experiment (DCE) methodology. The
DCE method has been used extensively in the health economics
field [3–7,18–21]. To the best of our knowledge, this is the first
DCE to be conducted in India for this purpose. Importantly, this
study is one of the few that compares the stated job preferences of
doctors and nurses for rural recruitment in the same setting. particular attributes of a job by asking them to state their preferred
choice over hypothetical job alternatives. The DCE methodology has its theoretical foundations in the
random utility framework [21]. A respondent (i.e. health worker) is
assumed to choose among several alternative jobs. He or she will
choose the job that produces the highest utility. The random utility
framework assumes that the utility of a given job has two
components - deterministic and random [21]. The deterministic
component is a function of observable job attributes (e.g. pay,
working conditions, location), each of which has a ‘ utility weight’
(see equation 1). The random component is determined by
unobserved job attributes in addition to individual-level preference
variation. The utility derived from a job is not directly observed,
implying that the utility weights of the job attributes cannot be
directly estimated. In the DCE methodology, when respondents
choose their preferred job from a set of alternative jobs, the
probability of choosing a job can be estimated (see equation 2). And after making certain assumptions, the job attribute utility
weights can be estimated using standard econometric techniques
[21]. It should be noted that an underlying assumption of these
models is that individuals have a complete ranking of job
opportunities that is determined by their preferences for the
varying job attributes. y
g
p
First, to identify effective rural recruitment strategies based on
health worker job preferences. Second, to compare how the
effectiveness of these strategies differs between doctors and nurses. Third, to outline policy options for increasing the availability of
clinical care providers in rural areas. The study focused on final
year medical and nursing students, as well as, doctors and nurses
serving at Primary Health Centers (PHC) and sub-district
hospitals. The focus on final year students is because they will
soon enter the job market, and on doctors and nurses is because
they both provide clinical care at PHCs. Statistical Analysis Respondents were presented with a set of 16 choice sets, each
choice set containing a pair of jobs that had the same attributes but
not all at the same level. The survey used a two-stage response
design in which the respondent first made a choice between the
presented job pairs by responding to the question ‘‘Which of the two
jobs do you prefer’’. In the second stage, medical and nursing students
were first asked ‘‘Will you choose this job if it was offered to you’’, and in-
service doctors and nurses were asked ‘‘Will you choose this job over
your current job’’. The second stage serves as a ‘opt-out’ option and
offers respondents the opportunity to reject the forced choice
made in the first stage. Forcing choice to be confined to the first
stage can potentially bias respondent preferences for job attributes
[21]. Data collected from the field survey was cleaned and double
entered into a CSPro version 4.1 (US Census Bureau) database. All analysis was done in Stata 12 [24]. All analysis was stratified by
students, in-service doctors, and nurses. Analysis of the information collected included presenting
summary statistics of respondent characteristics. Individuals who
‘‘failed’’ both dominance tests were dropped from the analysis. In the DCE, each respondent stated their choice between 16
pairs of job choices. Further, respondents were also selected from a
common school or district. Therefore the study data was
hierarchically structured with the possibility of data being
correlated within each level of hierarchy – there could be
correlation in the job choice responses belonging to the same
individual (intra-respondent), as well as, correlation among
responses of individuals in the same school or district (intra-
location). The outcome of interest is if the respondent accepted the
job that he/she selected in the first stage. The binary response to
the following questions were modeled: for medical and nursing
students -‘‘Will you choose this job if it was offered to you’’, and in-service
doctors and nurses - ‘‘Will you choose this job over your current job’’. Multi-level logistic regression was used to model the binary
responses related to job acceptance [25–27]. Models were run
separately for medical students, nursing students, doctors and
nurses. Because students were sampled within schools and in-
service respondents from the same district, we also ran three-level
models in which school/district was the third level to accommo-
date
the
intra-school
or
intra-district
correlation. Sample Selection The target sample (size) was final year undergraduate medical
students (150), final year GNM nursing students (150), in-service
doctors (150) and nurses (150) working at PHCs. doctors (150) and nurses (150) working at PHCs. The utility or satisfaction derived from job defined by choice-set
i and by person j is represented by a continuous variable, y
ij [28]. In the two level random effects linear regression framework shown
below, where choice-sets are at level 1 and individuals at level 2,
we can model y
ij as: Medical and nursing schools and students. The student
sample was from the state of Andhra Pradesh. The selection of
medical and nursing students was a two-step process- first;
medical/nursing schools were purposively selected, followed by a
convenience sampling of final year medical and nursing students. Medical and nursing schools and students. The student
sample was from the state of Andhra Pradesh. The selection of
medical and nursing students was a two-step process- first;
medical/nursing schools were purposively selected, followed by a
convenience sampling of final year medical and nursing students. One medical and nursing school was selected from each of the
three regions of the state in such a manner that the aggregate
sample of colleges had representation from public and private
colleges, urban and rural locations and a range of academic
reputations. A total of 4 (3 public and 1 private) medical and 4
nursing (2 public and 2 private) schools were selected. Within each
school, students in their final year – fourth year MBBS students
and second year General Nursing and Midwifery (GNM) students-
were invited to participate in the study by the school administra-
tion. The majority of students in the class accepted and
participated. No information on non-participants was collected. Among medical students willing to participate, an equal number of
male and female students were administered the questionnaire. Informed written consent was obtained from all respondents. y
ij~b0zb1Xijzb2ZijzeijzU0j
ð1Þ ð1Þ where, b0 is the constant term, Xij is a vector of job attribute-levels
(see Table 1) and b1 is the vector of regression coefficients
associated with these attribute levels. Zij is a vector of individual-
level characteristics (see Table 2), and b2 is the vector of regression
coefficients associated with these characteristics. Methods p
A qualitative study was conducted between January and July
2010 in the two study states to identify what job attributes were
important for trainee and in-service doctors and nurses [22]. A
total of 80 in-depth interviews were conducted with medical
students, nursing students, and doctors and nurses in primary
health centers. A diverse set of job attributes was elicited and Ethical approval was obtained from the Ethical Review
Committee of the Public Health Foundation of India. The Discrete Choice Experiment (DCE) method is a quantita-
tive technique that aims to elicit stated preferences of individuals
[19]. This technique helps to uncover how individuals’ value December 2013 | Volume 8 | Issue 12 | e82984 PLOS ONE | www.plosone.org 2 Rural Clinician Scarcity In India candidates from the selected districts who were working in PHCs
were invited to participate in the study. The majority of nurses and
doctors in the district accepted and participated. No information
on non-participants was collected. In Uttarkhand, a listing was
made of the number of sanctioned posts for doctors and nurses at
PHCs in each district of the state. Nurses posted at sub-district
hospitals were also included in the sample. Six districts with the
largest number of sanctioned posts for Medical Officers were
selected from the two regions of the state. All eligible candidates
from the selected districts were invited to participate in the study. Informed written consent was obtained from all respondents. clustered based on the frequency with which attributes were cited
in health worker interviews and from policy maker ratings on the
‘actionablility’ of the attribute. Table 1 describes the final set of
eight job attributes and their levels. Given the number of attributes and their associated levels, a
total of 1,536 (25*31*42) unique jobs can be derived from different
combinations of these attributes and levels. To limit the number of
job choice sets to 16 (which is generally the convention for DCE
studies), a statistically efficient (D-efficient) fractional factorial
design was used. This ensures minimum variation around the
parameter estimates by minimizing the estimated standard errors. SAS software was used to generate the design [23]. Statistical Analysis If
these
correlations were found to be significant then school or district
level random effects were also included in the model. Four additional choice sets were inserted. Two of these were
dominance tests, in which one job was superior to the other in
terms of all attributes, and expected to be chosen by a rational
respondent. For the attributes ‘‘place of work’’ and ‘‘location of
job’’, no level was consistently considered to be dominant over the
other, and hence, for the rationality test, the level of these two
attributes was kept same in job 1 and job 2. Another two choice
sets were added as ‘hold outs’, responses to which enabled
evaluation of the model’s predictive accuracy. The questionnaire was administered in English to medical
students and doctors and in the local language to nurses and
nursing students. December 2013 | Volume 8 | Issue 12 | e82984 Sample Selection The mean duration of
government service was similar for the sample of doctors and
nurses. Note: Figures in parentheses are standard deviations. N/a = not applicable. Source: Study data. doi:10.1371/journal.pone.0082984.t002 The predictive accuracy of the model for medical students
(80%), nursing students (72%), doctors (78%), and nurses (74%)
indicated good model fit. The out-of-sample prediction using the
two hold-out choice sets yielded the following proportions of
responses correctly predicted– medical students (87%, 65%),
nursing students (74%, 60%), doctors (90%, 56%), and nurses
(77%, 70%). The statistical significance of the intra-cluster
coefficient, rho, confirms the appropriateness of introducing the
two or three-level random intercept model (see Table S1). Note
that three-levels were included in the model only when the intra-
school/district correlations were found to be significant. that yij = 1, as follows: log it(pij)~b0zb1Xijzb2ZijzU0j
ð2Þ ð2Þ where, eb1 is the odds ratio associated with each attribute-level of
the job. This odds ratio can be interpreted as how much more
likely (if .1) or less likely (if ,1) a job will be accepted when that
attribute-level is present, compared to when it is not present, with
other attribute-levels and covariates being at their reference
categories. The vector of regression coefficients, eb2 is the odds
ratio associated with each individual characteristic. These odds
ratios are interpreted as how much more or less likely a job will be
accepted if that individual characteristic was present, compared to
when it was not present, with other attribute-levels and covariates
being at their reference categories. where, eb1 is the odds ratio associated with each attribute-level of
the job. This odds ratio can be interpreted as how much more
likely (if .1) or less likely (if ,1) a job will be accepted when that
attribute-level is present, compared to when it is not present, with
other attribute-levels and covariates being at their reference
categories. The vector of regression coefficients, eb2 is the odds
ratio associated with each individual characteristic. These odds
ratios are interpreted as how much more or less likely a job will be
accepted if that individual characteristic was present, compared to
when it was not present, with other attribute-levels and covariates
being at their reference categories. g
Figure 1 presents the results from the multi-level logistic
regression models. The plotted regression coefficients are in the
form of odds-ratios and their 95% confidence intervals (Table S1). Sample Selection An attribute/characteristic is positively and significantly associated
with accepting a job if the 95% confidence interval of the odds-
ratio is greater than 1 i.e. above the vertical dashed line. The odds
ratios represent the likelihood of accepting a job when that
particular job attribute or individual characteristic is present in a
reference case job. The reference case refers to a job in a clinic,
located in an area with poor connectivity, poor education facilities
for children, and poor housing; the clinic has poor infrastructure; it
is poorly staffed and workload is high; transfer is uncertain; there is
no reservation for in-service staff for higher education; job is not
located in the respondent’s native area; and salary is entry level (Rs
30,000 for doctors and Rs 10,000 for nurses). In short, the
reference case refers to a government job at a typical PHC located
in a remote area with salary levels around what new recruits
receive. The results from the logistic regression can be used to estimate
the probability (pij) of accepting a job: pij~
eb0zb1Xijzb2ZijzU0j
1zeb0zb1Xijzb2ZijzU0j
ð3Þ pij~
eb0zb1Xijzb2ZijzU0j
1zeb0zb1Xijzb2ZijzU0j
ð3Þ ð3Þ Equation (3) can be used to estimate the percentage of
respondents who would take up a job for different combinations
of job attribute-levels and individual characteristics. Wage supply
elasticities were calculated by estimating the percentage change in
the proportion of respondents willing to accept a job relative to the
percentage change in salary. Among
medical
students
and
doctors, the
likelihood
of
accepting a job, was significantly and positively (95% CI of
odds-ratio. 1) associated with the following attributes - area (good
education facilities for children and connectivity), good health
facility infrastructure, adequate staff availability, guaranteed
transfer after three years of service, reservation for higher
education, posting in one’s native area, and salary. Job attributes
that were not significantly associated were – a job in a small or big
hospital, only having good housing in an area, and guaranteed
transfer after three years (for doctors). For both medical students
and in-service doctors a job with 20% higher salary was 1.23
(1.20–1.25) times more likely to be accepted, compared to a job
with reference salary and other attribute levels. Notably, among all
the job attributes, jobs with higher education training opportuni-
ties had the highest likelihood of being accepted. Sample Selection eij is the choice-
set level error term, U0j is the individual level random effects term
and is assumed to be normally distributed with a mean of zero and
a between-respondent level variance of s2
u. We however only observe the binary variable, yij, such that
yij = 1 if y
ij .0, and yij = 0 if y
ij#0. In the DCE context, yij = 1 if
person j accepts the job he/she selected in choice-set i. Otherwise,
yij = 0. Conditional on U0j and assuming that eij follows a
standard logistic distribution [28], we model pij the probability In-service doctors and nurses. To select in-service doctors
and nurses employed at PHCs in Andhra Pradesh, one district
from each of the state’s three regions was randomly selected. All December 2013 | Volume 8 | Issue 12 | e82984 PLOS ONE | www.plosone.org December 2013 | Volume 8 | Issue 12 | e82984 3 Rural Clinician Scarcity In India to 457 doctors and nurses. After retaining those observations in the
sample that met the sample eligibility requirements, and dropping
four respondents that failed both the dominance tests the final
sample size was 221 doctors and 232 nurses. Table 2. Sample description. Students
In-service
Medical
Nursing
Doctors Nurses
Age (years)
21.90
20.38
35.98
32.43
(1.20)
(1.62)
(7.41)
(7.38)
Male (%)
50
5
74
3
Rural upbringing (%)
12
73
28
51
Private school (%)
39
45
26
29
Years of service
N/a
N/a
5.78
6.61
(4.55)
(6.60)
Sample size
161
132
221
232
Note: Figures in parentheses are standard deviations. N/a = not applicable. Source: Study data. d i 10 1371/j
l
0082984 t002 About half the medical students who participated were male
with a mean age of about 22 years (Table 2). Nursing students
were overwhelmingly female and were slightly younger. Only 12
percent of medical students had had grown up in a rural area
compared to the majority of nursing students. Most of the medical
school students and about half the nursing students were studying
at government institutions. The majority of doctors were male, had grown up in an urban
area, attended public medical colleges, and had served for five
years on average as Medical Officers. The overwhelming majority
of nurses were female. Nurses tended to be younger than doctors,
more than half of them had rural upbringing, and most of them
had trained in government colleges. Sample Selection For instance, its
effect size for medical students (OR = 5.12(4.36–6.01)) and doctors The model’s predictive accuracy was measured by the area
under the Receiver Operating Characteristic (ROC) curve, which
gives an estimate of the percent of outcomes correctly predicted by
the model [29]. The in-sample prediction is based on the range of
data used to populate the model. The out-of-sample prediction
was made with the help of the two holdout choice sets, which were
not used in estimating the regression equations. Discussion For instance, 6.7% more doctors would take up a job if it
possessed the best area attribute, and around 9.0% (2.8% for
medical students) more would accept a rural job if offered
specialist training in exchange for three years of rural service. Health facilities with good infrastructure would attract 3% more
in-service doctors over baseline levels. In India’s context, reservation of specialist seats in exchange for
a few years of rural service is a powerful strategy to attract and
retain doctors (and nurses, and nursing students) to rural posts. Several states currently offer this scheme to their in-service
doctors. In our study, this strategy had a large effect on the
likelihood of selecting a rural job. For doctors, its effect on
accepting a rural job was almost as powerful as a job in the ‘best’
area (i.e. having good connectivity, education facilities for
children, and housing). This is expected since the pressing
ambition of Indian medical graduates is to become a specialist,
and the competition for specialist seats is intense due to the small
number of seasts avaialble in comparison to the number of medical
graduates. However, there is a larger question about how well
qualified and motivated medical graduates are to serve as rural
doctors. Job attributes had a larger effect on nursing students and nurse
(Figure 3) uptake of rural jobs over baseline levels, compared to
medical students and doctors. In the presence of the best area
attribute, 15% (8%) more nursing students (nurses) would opt for
rural service. For both nursing students and nurses, jobs in health
facilities that had good infrastructure, and the presence of higher
education opportunities (e.g. BSc nursing) has relatively large
effects on increasing the percentage of respondents opting for rural
jobs. For doctors and nurses, individual characteristics had small
effects on increasing the percent of respondents opting for a rural
job, over baseline levels. Figure 4 shows the labor supply curves for government jobs
located in a typical rural area i.e. the reference case situation. Overall, for every salary level, a considerably higher proportion of
nursing students and nurses were willing to accept a rural job
compared to medical students and doctors. A doubling of salary
from base levels increases the percentage of medical students
(0.73% to 2%) and doctors (2% to 5%) available for rural service. Discussion The DCE reported in this study highlighted several strategies
available in LMICs like India for increasing the availability of
clinical care providers in rural areas. Expectedly, location matters;
for both trainee and in-service doctors and nurses, jobs located in
an area with the ‘best’ attributes had one of the highest likelihoods
of being accepted, and this declined as the area attributes became
less desirable. This has several implications. For one, it highlights
the importance of creating a good living environment for health
workers in the area where they are posted. Since amenities like
connectivity and children’s education are such important drivers
of where health workers would like to work, effort should be made
in providing such facilities where rural posts are located. The
responsibility for creating such an environment will require an
integrated approach that necessarily goes beyond the health
ministry and include the education and rural development sectors
in
government. However,
the
cost
of
providing
such
an
environment may ultimately be unaffordable to countries like
India. Secondly, state health departments can expect greater
success in posting doctors and nurses in rural posts that are close to
urban settlements since the amenities of urban life are within
reach. The greater concentration of doctors and nurses in semi-
urban areas is testimony to this. However, for postings that are
remote, a broader strategy of improving living environments is
required. So, for instance, the common strategy of only providing
higher salary or good housing will have limited success in making
rural posts attractive. Figure 2 (medical students and doctors) and Figure 3 (nursing
students and nurses) shows the change in the percentage of
respondents, over baseline (described earlier), who would accept a
rural job in the presence of specific job attributes and individual
characteristics (see Equation 3). Among medical students, the
presence of different job attributes did not substantially increase
the percentage of respondents opting for a rural job over baseline
levels. For instance, in the presence of the best area attribute, 3%
more medical students accepted a rural job, over baseline levels. For a job with reference case conditions and salary, less than 1.0%
of medical students stated acceptance. In contrast, in-service
doctors were more influenced by job attributes for taking up rural
posts. Rural Clinician Scarcity In India Rural Clinician Scarcity In India Among
nursing
students
and
nurses,
the
job
attributes
significantly associated with the likelihood of accepting a job
included – job in a small or large hospital (as opposed to a health
center), good area characteristics, good health facility infrastruc-
ture, adequate staff, reservation for higher education, posting in
one’s native area (for nurses), and salary. Job attributes not
significantly associated with job acceptance were- the availability
of good housing only, guaranteed transfer after three years of
service, and posting in one’s native area (for nursing students). Good facility infrastructure had the second biggest effect size after
the best area attribute. For both nursing students and nurses a job
with 50% higher salary was 1.47 (1.41–1.54) and 1.56(1.50–1.63)
times more likely to be accepted, respectively, compared to a job
with reference salary and other attribute levels. The likelihood of
accepting a job diminishes as the area becomes progressively
‘rural’. None of the individual attributes (rural upbringing, private
schooling, being male) were significantly associated with the
likelihood of accepting a job. However, for nurses, being older
significantly reduced the likelihood of accepting a job. percentage increase in salary. For nursing students and nurses,
supply was elastic at lower salary levels and became inelastic
towards the upper end of the salary range. Further, the supply of
nursing students and nurses is more elastic, relative to medical
students and doctors, at lower salary levels. December 2013 | Volume 8 | Issue 12 | e82984 PLOS ONE | www.plosone.org Results Of the 308 medical and nursing students who answered the
questionnaire, 15 respondents who failed both the dominance (i.e. did not choose the job with better attribute levels) tests were
dropped, reducing the sample size to 293 (161 medical and 132
nursing) students. The in-service questionnaire was administered December 2013 | Volume 8 | Issue 12 | e82984 PLOS ONE | www.plosone.org December 2013 | Volume 8 | Issue 12 | e82984 4 Rural Clinician Scarcity In India (OR = 5.41(4.76–6.16)) was greater than that of a job possessing
h
b
ib
h
lik lih
d
f
i
j b
(OR = 2.18(1.76–2.17
d
i
f
ili i
Figure 1. Determinants of job acceptance among trainee and in-service doctors and nu
doi:10.1371/journal.pone.0082984.g001 Figure 1. Determinants of job acceptance among trainee and in-service doctors and nurses. doi:10.1371/journal.pone.0082984.g001 (OR = 5.41(4.76–6.16)) was greater than that of a job possessing
the best area attribute. The likelihood of accepting a job
diminished as the area became progressively ‘rural’. For example,
medical students were five times more likely (OR = 5.00(4.07–
6.05)) to accept a job in the ‘best’ area (i.e. good education facilities
for children, connectivity, housing) or were twice as likely (OR = 5.41(4.76–6.16)) was greater than that of a job possessing
the best area attribute. The likelihood of accepting a job
diminished as the area became progressively ‘rural’. For example,
medical students were five times more likely (OR = 5.00(4.07–
6.05)) to accept a job in the ‘best’ area (i.e. good education facilities
for children, connectivity, housing) or were twice as likely (OR = 2.18(1.76–2.17)) to accept a job in an area with only good
education facilities and connectivity, compared to an area without
these attributes. In general, none of the individual characteristics –
being male (for medical students), rural upbringing, private
medical school education – was significantly associated with the
likelihood of accepting a job. December 2013 | Volume 8 | Issue 12 | e82984 PLOS ONE | www.plosone.org PLOS ONE | www.plosone.org 5 Discussion In contrast, a doubling of salary has a greater effect on increases in
the percentage of nursing students (7% to 14%) and nurses (3% to
7%) accepting rural jobs. At the high salary level of Rs. 100,000
per month, 13% (31%) of medical students (doctors) accepted a
rural job. At half that salary level, 61% (52%) of nursing students
(nurses) accepted a rural job. For both trainee and in-service doctors and nurses, job
attributes such as moderate salary increases, staffing health
facilities adequately so that workloads are not overbearing, and
good facility infrastructure, while important, did not have large
effects on the likelihood of a rural job being accepted. In general,
such singleton attributes are not very effective in increasing rural
recruitment. However, when combined, they can have an additive
effect- incentive ‘packages’ based on these attributes will be more
effective in increasing rural recruitment than singleton incentives. This again reinforces the importance of taking a broader approach
to designing strategies for increasing rural recruitment. This study also highlights the relatively limited role that certain
respondent characteristics play in uptake of rural jobs in India. Those who were brought up in rural areas were no more likely to
accept rural jobs than those with an urban background. This Overall, the wage elasticity of supply of medical students and
doctors was elastic over the salary rage. That is, the percentage
increase in supply of health workers was greater than the PLOS ONE | www.plosone.org December 2013 | Volume 8 | Issue 12 | e82984 6 Rural Clinician Scarcity In India Figure 2. Percentage change (over base) in number of medical students and doctors willing to accept a rural job in the presence of
specific job attributes and individual characteristics (base: salary Rs.30,000/month). doi:10.1371/journal.pone.0082984.g002 Figure 2. Percentage change (over base) in number of medical students and doctors willing to accept a rural job in the presence of
specific job attributes and individual characteristics (base: salary Rs.30,000/month). doi:10.1371/journal.pone.0082984.g002 Figure 3. Percentage change (over base) in number of nursing students and nurses willing to accept a rural job in the presence of
specific job attributes and individual characteristics (base: salary Rs.10,000/month). doi:10.1371/journal.pone.0082984.g003 igure 3. Percentage change (over base) in number of nursing students and nurses willing to accept a rural job in the presence of
pecific job attributes and individual characteristics (base: salary Rs.10,000/month). Figure 3. Discussion Percentage change (over base) in number of nursing students and nurses willing to accept a rural job in the presence of
specific job attributes and individual characteristics (base: salary Rs.10,000/month). doi:10.1371/journal.pone.0082984.g003 December 2013 | Volume 8 | Issue 12 | e82984 PLOS ONE | www.plosone.org 7 7 Rural Clinician Scarcity In India Figure 4. Supply of trainee and in-service doctors and nurses. doi:10.1371/journal.pone.0082984.g004 non-physician
clinician
cadres,
coupled
with
their
greater
propensity for rural service, makes them both a viable and
affordable option for strengthening rural health services. suggests that a strategy of purposively recruiting students from
Indian rural areas into medical and nursing schools may not be
effective in increasing rural recruitment, and is somewhat at odds
with previous research in other countries [13]. The findings do not
provide any evidence that those educated at government medical
colleges, where education is highly subsidized by the government,
are more likely to accept a rural job than those educated at (more
expensive) private medical colleges. suggests that a strategy of purposively recruiting students from
Indian rural areas into medical and nursing schools may not be
effective in increasing rural recruitment, and is somewhat at odds
with previous research in other countries [13]. The findings do not
provide any evidence that those educated at government medical
colleges, where education is highly subsidized by the government,
are more likely to accept a rural job than those educated at (more
expensive) private medical colleges. This study has several notable limitations. Because the DCE
method relies on stated preferences, how health workers might
behave (i.e. revealed preference) when actually faced with these
incentives, can be different [22,30]. Secondly, in the DCE health
workers made a choice between hypothetical jobs. While every
effort was made to make these job descriptions as realistic as
possible in terms of their attributes and levels, nevertheless, they
are limited in their realism. Third, respondents could be making
job choices based on a few select attributes (e.g. salary) rather than
assessing all the attributes. In this case preferences for select
attribute-levels will be incorrectly interpreted as preference for all
the attribute-levels that define that job. Fourth, one also needs to
be cautious in interpreting the findings emerging from this DCE. Since the DCE focused on specific cadres (nurses and doctors) the
findings are applicable to them. December 2013 | Volume 8 | Issue 12 | e82984 References 1. Rao KD, Bhatnagar A, Berman P (2012). So many, yet few: Human resources
for health in India. Human Resources for Health, 10(1), 19. doi:10.1186/1478-
4491-10-19. 15. Shroff Z, Murthy S, Rao KD (2013). Attracting Doctors to Rural Areas: A Case
Study of the Post-Graduate Reservation Scheme in Andhra Pradesh. Indian
Journal of Community Medicine, 38(1), 27–32. doi:10.4103/0970-0218.106624. 15. Shroff Z, Murthy S, Rao KD (2013). Attracting Doctors to Rural Areas: A Case
Study of the Post-Graduate Reservation Scheme in Andhra Pradesh. Indian
Journal of Community Medicine, 38(1), 27–32. doi:10.4103/0970-0218.106624. 2. Kalantri SP (2007). Getting doctors to the villages: will compulsion work? Indian
Journal of Medical Ethics, 4(4), 152–153. 16. Sundararaman T, Gupta G (2011). Indian approaches to retaining skilled health
workers in rural areas. Bulletin of the World Health Organization, 89(1), 73–77. doi:10.2471/BLT.09.070862. 16. Sundararaman T, Gupta G (2011). Indian approaches to retaining skilled health
workers in rural areas. Bulletin of the World Health Organization, 89(1), 73–77. doi:10.2471/BLT.09.070862. 3. Blaauw D, Pagaiya E, Tangcharoensathein N, Mullei V, Mudhune K, et al. (2010). Policy interventions that attract nurses to rural areas: a multicountry
discrete choice experiment. Bulletin of the World Health Organization, 88(5),
350–356. doi:10.2471/BLT.09.072918. 17. Rao KD, Sundararaman T, Bhatnagar A, Gupta G, Kokho P, et al. (2013). Which Doctor for Primary Health Care? Quality of Care and Non-Physician
Clinicians in India. Social Science & Medicine. doi:10.1016/j.socs-
cimed.2013.02.018. 4. Kruk ME, Johnson JC, Gyakobo M, Agyei-Baffour P, Asabir K, et al. (2010). Rural practice preferences among medical students in Ghana: a discrete choice
experiment. Bulletin of the World Health Organization, 88(5), 333–341. doi:10.2471/BLT.09.072892. 18. Lancsar J, Louviere E (2008). Conducting discrete choice experiments to inform
healthcare decision making: a user’s guide. Pharmacoeconomics, 26(8), 661–677. 19. Mangham L, Hanson K, McPake B (2009). How to do (or not to do)…
Designing a discrete choice experiment for application in a low-income country. Health Policy and Planning, 24(2), 151–158. doi:10.1093/heapol/czn047. 5. WHO (2010). Increasing access to health workers in remote and rural areas
through improved retention: global policy recommendations. World Health
Organization, Geneva. 20. Miranda JJ, Diez-Canseco F, Lema C, Lescano AG, Lagarde M, et al. (2012). Stated preferences of doctors for choosing a job in rural areas of Peru: a discrete
choice experiment. PLoS One. 2012;7(12): e50567. doi:10.1371/journal.-
pone.0050567. g
6. Kolstad J (2011). How to Make Rural Jobs More Attractive to Health Workers. Table S1
Multi-level Logistic Regression Results of Job
Acceptance on Job and Individuals Characteristics.
(DOCX) Table S1
Multi-level Logistic Regression Results of Job
Acceptance on Job and Individuals Characteristics. (DOCX) References Findings from A Discrete Choice Experiment in Tanzania. Health Economics,
(211 (January 2010)), 196–211. doi:10.1002/hec.1581. (
(J
y
))
7. Vujicic M, Alfano M, Shengelia B, Witter S (2010). Attracting Doctors and
Medical Students to Rural Vietnam: Insights from a Discrete Choice
Experiment. Health, Nutrition and Population Discussion Paper. Human
Development Network, World Bank. 21. WHO (2012). ‘‘How to conduct a Discrete Choice Experiment for Health
Workforce Recruitment and Retention in Remote and Rural Areas: A User
Guide with case Studies.’’ World Health Organization, Geneva. 22. Rao KD, Ramani S, Khandpur N, Murthy S, Hazarika I, et al. (2010). Health
Worker Attitudes Towards Rural Service In India: Results From Qualitative
Research. HNP Discussion Paper, The World Bank, Washington DC. 8. Fulton BD, Scheffler RM, Sparkes SP, Auh EY, Vujicic M, et al. (2011). Health
workforce skill mix and task shifting in low income countries: a review of recent
evidence. Human resources for health, 9(1), 1. doi:10.1186/1478-4491-9-1. 23. Kuhfeld W (2010). Marketing Research Methods in SAS, Version 9.2. Cary,
NC, USA: SAS Institute. 9. Abegunde DO, Shengelia B, Luyten A, Cameron A, Celletti F, et al. (2007). Can
non-physician health-care workers assess and manage cardiovascular risk in
primary care? Bulletin of the World Health Organization, 85(6), 432–40. 24. Stata Corp (2011). Stata Statistical Software: Release 12. College Station, Texas. 25. Cheng J, Pullenayegum E, Marshall D, Marshall JK, Thabane L (2012). An
empirical comparison of methods for analyzing correlated data from a discrete
choice survey to elicit patient preference for colorectal cancer screening. BMC
medical research methodology, (12(15)). doi:10.1186/1471-2288-12-15. 10. Huicho L, Scherpbier RW, Nkowane AM, Victora CG (2008). How much does
quality of child care vary between health workers with differing durations of
training? An observational multicountry study. Lancet, 372(9642), 910–6. doi:10.1016/S0140-6736(08)61401-4. medical research methodology, (12(15)). doi:10.1186/1471-2288- 26. Opuni M, Bishai D, Gray GE, McIntyre JA, Martinson NA (2010). Preferences
for characteristics of antiretroviral therapy provision in Johannesburg, South
Africa: results of a conjoint analysis. AIDS and Behavior, 14(4), 807–815. doi:10.1007/s10461-009-9584-4. (
)
11. McCord C, Mbaruku G, Pereira C, Nzabuhakwa C, Bergstrom S (2009). The
quality of emergency obstetrical surgery by assistant medical officers in
Tanzanian district hospitals. Health affairs (Project Hope), 28(5), w876–85. doi:10.1377/hlthaff.28.5.w876. 27. Wooldridge J (2002). Econometric Analysis of Cross Section and Panel Data. Cambridge, MA: MIT Press. 12. Mullan F, Frehywot S (2007). Non-physician clinicians in 47 sub-Saharan
African countries. Lancet, 370(9605), 2158–2163. doi:10.1016/S0140-
6736(07)60785-5. Discussion However, in a health system
context where health workers operate in teams and not in
isolation, it is usually difficult to change incentives (e.g. higher
salary) for only some cadre without others also demanding
improved compensation. This can rapidly become an expensive
proposition for government. Moreover, certain strategies, such as
reserving seats for specialist training, might not be feasible in
certain contexts. Incentivizing doctors to serve in rural areas is challenging and
expensive. The supply of both student and in-service doctors for
rural posts was not responsive to increases in salary, particularly at
lower salary levels. The high salary levels at which a respectable
proportion of medical students and doctors were willing to accept
rural job is unaffordable for countries with limited health
resources. In contrast, nursing students and nurses are more
willing to accept a rural job, as well as, with greater enthusiasm in
the presence of favorable job attributes. Moreover, the supply of
nursing students and nurses is much more responsive to increases
in salaries, particularly at lower levels, relative to medical students
and doctors. The nurses in this study were not trained to take on the clinical
functions of doctors. However, their cadre offers the potential of
becoming providers of basic clinical care. Several countries in
Africa and Asia, as well as two states within India, have used
nurse-practitioners or Medial Assistants to successfully staff
primary care facilities [11,16]. This potential of nurses or other December 2013 | Volume 8 | Issue 12 | e82984 PLOS ONE | www.plosone.org 8 Rural Clinician Scarcity In India For countries like India that have limited health resources,
creating a health system capable of providing reliable and quality
clinical services in rural areas is an especially difficult challenge. Strategies that offer ‘packages of incentives’ that address both the
professional and personal needs of doctors can improve their rural
recruitment to a certain extent. Elements of this package should
include, substantial salary increases, improvements to the living
environment, provision of good children’s education, and where
possible, reservation of seats for specialist training. However,
pursuing this route to its full extent might ultimately be
unaffordable and requires health departments to engage with
other government departments (e.g. education, roads). The
experience of several countries that have adopted non-physician
clinicians as an alternative way of providing basic health services to rural
populations offers
important lessons
for India’s own
ambitions for achieving universal health coverage. Author Contributions Conceived and designed the experiments: KDR MR ZS MV SR PB. Performed the experiments: KDR ZS SR. Analyzed the data: KDR MR
ZS SR. Contributed reagents/materials/analysis tools: KDR MR MV PB. Wrote the paper: KDR MR ZS MV SR PB. Conceived and designed the experiments: KDR MR ZS MV SR PB. Performed the experiments: KDR ZS SR. Analyzed the data: KDR MR
ZS SR. Contributed reagents/materials/analysis tools: KDR MR MV PB. Wrote the paper: KDR MR ZS MV SR PB. References 28. Guo G, Zhao H (2000). Multilevel Modeling For Binary Data. Annual Review of
Sociology, 26: 441–62. d (
)
13. Wilhelm TJ, Thawe IK, Mwatibu B, Mothes H, Post S (2011). Efficacy of major
general surgery performed by non-physician clinicians at a central hospital in
Malawi. Tropical doctor, 41(2), 71–5. doi:10.1258/td.2010.100272. 29. Hosmer DW, Lemeshow WD (2000). Applied Logistic Regression. 2nd Edition,
New York: John Wiley & Sons. 30. Lagarde M, Blaauw D (2009). A review of the application and contribution of
discrete choice experiments to inform human resources policy interventions. Human Resources for Health. 7: 62. 14. Dolea C, Stormont L, Braichet JM (2010). Evaluated strategies to increase
attraction and retention of health workers in remote and rural areas. Bulletin of
the World Health Organization, 88(5), 379–85. doi:10.2471/BLT.09.070607. December 2013 | Volume 8 | Issue 12 | e82984 PLOS ONE | www.plosone.org 9
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https://europepmc.org/articles/pmc3480047?pdf=render
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English
| null |
Moving to malaria elimination in Cape Verde
|
Malaria journal
| 2,012
|
cc-by
| 847
|
Background This case study examines the history of malaria in Cape
Verde and presents details of the interventions implemen-
ted over the last 60 years with the aim of disease elimina-
tion. Trends in the malaria situation and programme
policies and operations over time were evaluated and les-
sons captured to assist other countries in making well-
informed decisions regarding malaria elimination. The
case study is a part of a joint series of malaria elimination
case studies conducted by the WHO Global Malaria Pro-
gramme and the University of California, San Francisco,
Global Health Group. Low level malaria transmission continued on Santiago
and, in 2003, reappeared on the island of Boa Vista. The
annual parasite incidence for the whole archipelago has
remained below 0.3 per 1000 population, exceeding
0.5 per 1000 population on Santiago Island only once, in
2000. Over the last 20 years, activities have been restricted
to passive case finding and investigation with case-based
surveillance on Santiago, and to early detection of
imported cases elsewhere. Unfortunately, in 2006, an
unexpected 8 malaria deaths occurred. Results Before the 1950s, Cape Verde was meso-endemic (Plasmo-
dium falciparum, P.vivax and P.malaraie were detected)
with annual incidence rates around 100 per 1000 popula-
tion. The first malaria elimination campaign was initiated
in 1953. Using IRS with DDT as a main strategy, and apply-
ing additionally antilarval activities and active case finding,
malaria transmission was interrupted in 1967; and in 1969
control interventions were stopped. The unique vector
Anopheles arabiensis had been eradicated from all islands
but Santiago. Moving to malaria elimination in Cape Verde
Julio Monteiro Rodriguez1, Jean Olivier Guintran2*, Carolina Gomes3, Socé Fall4, Aafje Rietveld2, Richard Cibulskis2,
Robert D Newman2, Rossitza Kurdova-Mintcheva2 From Challenges in malaria research
Basel, Switzerland. 10-12 October 2012 5 years and transmission was again interrupted (1983-
1986). A new epidemic occurred in 1987-88 in Santiago
Island and localised IRS operations were reactivated for
2 years; the country has not been able to invest sufficient
resources to operate a new elimination plan. © 2012 Rodriguez 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. Materials and methods A review of published literature in English, French and
Portuguese, of relevant documents and guidelines of the
Ministry of Health, documents from WHO archives, and
archives from the “Instituto de Medicina Tropical” (IMT)
in Lisbon was conducted. Epidemiological, programma-
tic, demographic, social, and other relevant data was
extracted, analysed and evaluated. p
Formulated in 2007, the National Health Policy sets out
the strategy for durably eliminate malaria by 2020. The
Government developed a National Strategic Plan 2009-
2013 with an integrated approach and the following main
strategies: drug policy change to artemisinin-based combi-
nation therapy (ACT) for P. falciparum; case detection
among all febrile patients with positive travel history; full
reporting of microscopically confirmed cases; case and foci
investigation; vector control – including focal larval con-
trol where appropriate, and IRS. National funding for
malaria has been increased; in 2011, a 5-year Global Fund
grant was secured to support the programme transition to
elimination. 2Global Malaria Programme, World Health Organization, Geneva, Switzerland
Full list of author information is available at the end of the article © 2012 Rodriguez 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. Rodriguez et al. Malaria Journal 2012, 11(Suppl 1):O9
http://www.malariajournal.com/content/11/S1/O9 Conclusions In Cape Verde, malaria transmission has already been
interrupted twice within the last 50 years, confirming that
elimination is technically feasible; the challenge is now
sustainability. The importance of preventing malaria rein-
troduction should be fully taken into account if elimina-
tion is to be achieved. In 1973, transmission reappeared in Santiago, culminat-
ing in a major epidemic with 844 cases and 13 deaths in
1978. Widespread IRS operations were resumed for 2Global Malaria Programme, World Health Organization, Geneva, Switzerland
Full list of author information is available at the end of the article Page 2 of 2 Page 2 of 2 Rodriguez et al. Malaria Journal 2012, 11(Suppl 1):O9
http://www.malariajournal.com/content/11/S1/O9 Author details
1 1Ministry of Health, Praia, Cape Verde. 2Global Malaria Programme, World
Health Organization, Geneva, Switzerland. 3WHO country Office, Praia, Cape
Verde. 4WHO Regional Office for Africa, Brazzaville, Congo. Published: 15 October 2012 doi:10.1186/1475-2875-11-S1-O9
Cite this article as: Rodriguez et al.: Moving to malaria elimination in
Cape Verde. Malaria Journal 2012 11(Suppl 1):O9. doi:10.1186/1475-2875-11-S1-O9
Cite this article as: Rodriguez et al.: Moving to malaria elimination in
Cape Verde. Malaria Journal 2012 11(Suppl 1):O9. Submit your next manuscript to BioMed Central
and take full advantage of:
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Latin
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1 Thessalonicher 5, 1—10.
|
Zeitschrift für die neutestamentliche Wissenschaft und die Kunde der älteren Kirche
| 1,916
|
public-domain
| 3,923
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G. F rster, l Thessalonicher 5, 1—10. G. F rster, l Thessalonicher 5, 1—10. 169 Von Dr. jur. Gerh. F rster in Freiberg Sa, l Thess 5, l—10 handelt von der Parusie Christi. Nachdem Paulus
in v. l darauf hingewiesen hat, da er nicht n tig habe, ber das allen
bekannte Thema π€ρι των χρόνων ( ber die Zeit bis zur Wiederkehr)
και των καιρών ( ber die Zeit des Eintritts der Wiederkehr) zu schreiben,
hei t es in v. 2: αυτοί γαρ ακριβώς οϊδατε, δτι (ή) ήμερα κυρίου ως
κλέπτης εν νυκτι ούτως έρχεται. η
ύ
Da Paulus der Gemeinde nichts Neues sagt, .bringt er selbst durch
die Worte αυτοί γαρ ακριβώς ρϊδατε zum Ausdruck. Wernle, Anf nge2,
152, und von Dobsch tz in Meyers Kommentar 7. Aufl. 1909 nehmen
daher an, da es sich um ein Herrenwort handelt, und W. Br ckner,
Entstehung der Paulinischen Chronologie S. 179, vermutet sogar, es mit
einem vorchristlichen apokalyptischen Worte zu tun zu haben. Weder
das eine noch das andere ist der Fall. Die Bedeutung der Worte
ist, je nachdem man von der mosaischen oder griechischen Anschau-
ungsweise ausgeht, verschieden. Nach der Vorstellung des mosaischen
Rechtes ist das dem Diebe in der Nacht — zu denken ist an einen
Einbrecher — wesentliche Merkmal, da er sich nicht scheut, von
der Gewalt gegen die Sache zur Gewalt gegen die Person
berzu-
gehen. Ex. 22, 1. u. 2, Hos. 4,2; Jer 2, 34; Joseph. Antiq. IV 8, 27;
Mischna Sanh.VIIIo. Der Einbrecher in der Nacht bedroht nicht nur
das Besitztum, sondern auch das Leben. Von der Anschauungsweise
des mosaischen Rechtes, wie des ihm hierin gleichartigen r mischen
Rechtes (zu vgl. das Zw lftafelgesetz: Cic. pro T ll. 20, 47; 21,50;
Dig. 47, 17, L 1; Der Verf., Zeitschr. f. Assyriologie XXVIII S. 337 f.),
w rden die Worte des Apostels dahin zu verstehen sein: Der Tag des
Herrn kommt mit der Gewalt eines n chtlichen Einbrechers, er kommt
mit vernichtender Gewalt. Anders die Auffassung des griechischen Rechtes., Nach ihr ist das
dem Diebe wesentliche Merkmal die Heimlichkeit, mit der er zu Werke
geht: Plat. leg.IX7 (864); VIII11 (846); 1X12 (874); res publ.IXS G· F rster, l Thessalonicher 5, 1—10. 170 (574); Xenoph. Oicon. 14,5; 20,15; mem. Socr. I 2,62 u. a.; Lipsius,
Das Attische Recht und Rechtsverfahren, Leipzig, Reisland, Bd. 2. S. 442. Die Heimlichkeit findet ihren sch rfsten Ausdruck in der zur Nachtzeit
begangenen Tat. Horn. II. Ill 10 u. 11; Demosth. Timocr. 113 f (736). Von Dr. jur. Gerh. F rster in Freiberg Sa, Vom Gesichtspunkte des griechischen Rechtes bedeuten die Worte: Der
Dieb in der Nacht macht sich, um verborgen zu bleiben, das Dunkel
der Nacht zunutze. Wer heimlich kommt, kommt unerwartet. Un-
erwartet ist die Wiederkehr des Herrn. Die Worte lassen sich als Herrenwort nur vom Gesichtspunkte
des mosaischen Rechtes beurteilen. W rden wir ein Herrenwort vor
uns haben, so w rde es Paulus, wenn er nicht Christus mi verstanden
h tte, in der Bedeutung gebraucht haben, die der Vorstellung des
mosaischen Rechtes entspricht. Paulus hat aber die Worte nicht vom
Gesichtspunkte des mosaischen, sondern des griechischen Rechtes ge-
braucht. Wie v. l zeigt, spricht er ber die Zeit der Wiederkehr Jesu. Er will darauf hinweisen, da der Tag heimlich, also unerwartet, zu
einer nicht voraussehbaren Zeit kommt. Um dies zu verdeutlichen,
nicht um die ..Gewalt zu schildern, mit der der Herr kommt, vergleicht
er sein Kommen mit dem des Diebes in der Nacht. Wenn Paulus
sagt: αυτοί γαρ άκριβακ οϊδατε, will er nicht auf ein Herrenwort, son-
dern auf das der Thessalonichergemeinde bekannte, unter dem Einfl sse
griechischer Rechtsanschauung entstandene Gleichnis vom Dieb.Bezug
nehmen (Mcl3,33f., Mt24,42f.; Lcl2,39f.). Wie der Dieb in der
Nacht unerwartet kommt, so kommt auch der Tag des Herrn uner-
wartet. Da
es sich hierbei um ein von Paulus selbst geschaffenes
Gleichnis handelt, l t sich nicht mit Bestimmtheit sagen, ist aber
wahrscheinlich. Dem inneren Zusammenhange der Worte des Apostels
in v. 2 mit dem Gleichnisse vom Diebe entspricht es, da Paulus seine
-Ausf hrungen
ber die Wiederkehr Christi in v. 6 mit einem Hinweis
auf die durch das Gleichnis vom Dieb veranschaulichten sittlichen
Pflichten abschlie t: δρα o v μη καθεύδιυμβν Obc οί λοιποί, άλλα γρηγο-
ρώμεν και νήφωμεν. Wir sollen wachen in der Zeit bis zur Wieder-
kehr des Herrn (περί των χρόνων), uns h ten vor den Versuchungen
der Nacht, die heimlich wie ein Dieb an uns herantreten. Wir sollen
aber auch bereit sein auf die Wiederkehr des Herrn (περί των καιρών),
damit uns der Herr nicht unvorbereitet trifft. Denn der Herr kommt
als Richter der Welt unerwartet, wie das Licht des Tages. Der Zweck
des Wachens ist, zu verhindern, da nicht der Dieb kommt, der Grund
des Wachens, bereit zu sein auf die Wiederkunft des Herrn. Der
Vergleichspunkt ist die Heimlichkeit, mit der der Dieb in der Nacht Brought to you by | Simon Fraser University
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Download Date | 5/30/15 11:41 AM G. Von Dr. jur. Gerh. F rster in Freiberg Sa, F rster, l Thessalonicher 5, 1—10. 171 und der Herr am Tage des Gerichts kommen. Das Gemeinsame
wird durch den Gegensatz der in Vergleich gestellten Begriffe ge-
steigert. Auf der einen Seite der Dieb als das Urbild eines Ver-
brechers, auf der
ndern Seite der Herr als der Richter
ber den
Verbrecher. Nacht und Tag. Das B se und die sittliche Vergeltung
des B sen. Im Anschlu an diese Gedanken gibt Paulus in v. 3 und 4 ein in
k hnen Strichen entworfenes Bild. Die Verse sind in verschiedenen
Lesarten erhalten. Von Bedeutung ist die doppelte Lesart in v. 4:
κλέπτας auf der einen und κλέπτης auf der ndern Seite. Lesart B. KDFG al. AB boh. v. 3. όταν δε λέγυυαν Ειρήνη και άςφάλεια, τότε αιφνίδιος έφίςταται αύτοΐς
όλεθρος ώςπερ ή ώδιν τη εν γαςτρί έχούςη, και ου μη έκφύγωςιν. γαρ statt δε KLP al. om. AK* FG al. Iren. Tert. Cypr. όταν δε λέγυυαν Ειρήνη και άςφάλεια, τότε αιφνίδιος έφίςταται αύτοΐς
όλεθρος ώςπερ ή ώδιν τη εν γαςτρί έχούςη, και ου μη έκφύγωςιν. γαρ statt δε KLP al. om. AK* FG al. Iren. Tert. Cypr. ύμεΐς be, αδελφοί, ουκ έςτέ εν
ςκότει, ίνα ή ήμερα υμάς ως κλέπ-
τας καταλάβη. . ύμεΐς δε, αδελφοί, ουκ έςτέ εν
ςκότει, ίνα ή ήμερα υμάς ως κλέπ-
της καταλάβη. KDFG al. Lesart A. V. 3 und 4 sind nicht Nachs tze zu v. 2. Sie wollen nicht v. 2,
sondern wie dieser Vers v. l begr nden. Auf die Frage des Apostels,
warum er es nicht n tig habe, ber die Zeit der Wiederkehr Christi zu
schreiben, gibt er die Antwort: Weil die Thessalonicher nicht, wie
die in v. 3 Geschilderten, in der Finsternis leben. Unter Finsternis ver-
steht er die dem Bereiche Gottes entgegengesetzte Macht des B sen
ή έΞουςία του ςκότους. So bei Lc 22,53 und Kol l, 13; 2 Kor 6,14:... ή τις κοινωνία φιυτι προς ςκότος. In der Finsternis herrschen die b sen
Geister der Welt, Eph 6,12. In ihr leben die S nder, Eph5,8. Der Bedeutung des Wortes entspricht es, da mit ihm bestimmte
dem Leben entnommene Vorstellungen verbunden werden. Die Nacht
ist die Zeit des Schlafes (!Thess5,7), der Schlaf als Sinnbild der
Schw che und des Todes gedacht (Rom 13,11; l Kor 11,30; 15,20). Sie ist aber auch die Zeit ppiger Gelage (Rom 13,13; IThessS,?)
und b ser Werke (Rom 13,12; Eph 5,11). Alles, was schandbar ist,
verbirgt sich im Dunkel der Nacht (2 Kor 4,2; Eph 5,12). In ihr ge-
schieht Verrat (l Kor 11, 23; Lc 22, 53; Joh 13,30) und unter ihrem
Sch tze arbeitet der Dieb (Mcl3,33f.; Mt24,42f.; Lei2,39f.). G· F rster, l Thessalonicher 5, 1—10. 172 Als Kinder der Nacht f hrt der Apostel in v. 3 eine Diebesbande
oder Schlafende, Schwelgende und Trunkene vor Augen. Sie berf llt
in ihrer Sorglosigkeit das Verderben. Auf das doppelte Bild, von dem
sich Lc21,34 und 35 eine Nachbildung findet, nimmt Paulus im fol-
genden Bezug, auf das Bild von den beim n chtlichen Einbruch be-
troffenen Dieben in v. 4 und 5 und auf das Bild von den Schlaftrun-
kenen und den zum n chtlichen Mahle Vereinten in v. 6 und 7. Der, der die 'Diebesbande in ihrer Sorglosigkeit berrascht und er-
greift, ist ή ημέρα κυρίου. Aus der Gegen berstellung der Worte ήμερα
und CKOTOC in v. 4 und aus den Worten in v. 5: ύμεΐο υιοί φωτόο ecre
και υιοί ήμέραο einerseits und ουκ έςμεν νυκτόο ουδέ οκότουο anderer-
seits geht hervor, da
ήμερα als das Licht des Tages im Gegensatz
zur Finsternis der Nacht gebraucht wird. CH ήμερα κυρίου ist das Licht
am Tage des Herrn. Der Tag macht eines jeden Werke offenbar
(l Kor 3,13; Eph 5,13). Lesart A. Ι 91 S. 113: οι μεν έπ' αύτοφώρψ Aovrec, εάν μεν όμολογώα,
παραχρήμα θανάτψ Ζημιουνται. Plat. leg. IX 12 (874Β), Xenoph. oecon. 14, 5. Der b sen Tat soll unmittelbar die Strafe folgen. Wer aus
Bosheit und Feigheit sein Tun der
ffentlichkeit entzieht, geht des
regelrechten Strafverfahrens verlustig. Das Verfahren, das bei ihm
Platz greift, ist ein abgek rztes. An Stelle der Ladung und Vorf h-
rung durch die ffentlichen Organe tritt die Apagoge. Wer ein Ver-
brechen entdeckt, ist berechtigt, als Ankl ger und Zeuge den T ter
sofort vor Gericht zu bringen; er kann zur Durchf hrung dieser Auf-
gabe zu jeder erforderlichen Ma nahme greifen. Sucht der T ter zu
entfliehen, so kann er get tet werden. Der, der ihn ergreift, ist dann
nicht nur Ankl ger und Zeuge, er ist zugleich Richter. Er f llt und
vollstreckt das Urteil unmittelbar nach der Tat. Das Licht der Sonne,
das das, was die Nacht verborgen hat, offenbart und den Tag zu der
Zeit macht, zu der
ber den Verbrecher der Nacht das Urteil ge-
sprochen und vollstreckt wird, vollzieht bei Paulus die Apagoge. Es
berrascht und· ergreift den Verbrecher und bringt ihn zu seiner so-
fortigen Aburteilung. dem Apostel die Apagoge des griechischen Rechts vor Augen. Bei
den aus κακουργία begangenen Verbrechen, insbesondere dem Dieb-
stahle in der Nacht, kann der auf frischer Tat betroffene T ter (έπ'
αυτοφώρω) sofort vor die Beh rde (ο! ένδεκα) abgef hrt und, wenn er
gest ndig ist, abgeurteilt werden (Lipsius, Das att. Recht u. Rechtsverf.,
Bd. l S.78, B.2 S.317f.).· Demosth. Timocr. 113f. (735f.): o CoXuuv... νόμον €ΐ€ήν€γκ€ν, ei μεν TIC μεθ' ήμέραν υπέρ πεντήκοντα δραχμάο
κλέπτοι, άπαγωγήν πρόο τούο έ'νδεκ' είναι, εί be TIC νύκτωρ ότιουν κλέπ-
τοι, τούτον έΗεΐναι και άποκτεΐναι και πρώοαι διώκοντα και άπαγαγεΐν
TOIC ένδεκ', εί βούλοιτο'^τώ δ'άλόντι ων αί άπαγωγαί eiciv, ουκ έγγυητόκ
KaracrrjcavTi £κτιαν είναι των κλεμμάτιυν, άλλα θάνατον την ίημίαν. Aesch. Ι 91 S. 113: οι μεν έπ' αύτοφώρψ Aovrec, εάν μεν όμολογώα,
παραχρήμα θανάτψ Ζημιουνται. Plat. leg. IX 12 (874Β), Xenoph. oecon. 14, 5. Der b sen Tat soll unmittelbar die Strafe folgen. Wer aus
Bosheit und Feigheit sein Tun der
ffentlichkeit entzieht, geht des
regelrechten Strafverfahrens verlustig. Das Verfahren, das bei ihm
Platz greift, ist ein abgek rztes. An Stelle der Ladung und Vorf h-
rung durch die ffentlichen Organe tritt die Apagoge. Lesart A. Er bringt an das Licht, was sich im Dunkel
der Nacht verborgen h lt (l Kor 4,5). Der Tag ist aber auch die Zeit
des ffentlichen Lebens. An ihm stehen die Gerichtsh fe offen und
die H ter des Gesetzes wachen. Philo, de spec. leg. IV (2) 9 p. 337
Cohn: Μεθ' ήμέραν μέντοι άναπέπταται δικαστήρια και βουλευτήρια,
έπλήθυνε δε των ουλληψομένων ή πολιό, ων οι μεν φύλακεο των
νόμων κεχειροτόνηνται, οι δε άνευ χειροτονίαο, μιοοπονήριμ πάθει την
υπέρ των ήδικημένυυν αύτοκέλευοτοι τάξιν αίρουνται, προο oOc τον
κλέπτην · άκτέον. Am Tage kann man den Schuldigen zur Rechenschaft
ziehen, es wird Gericht gehalten und die Strafe vollstreckt. Senec. de
ira III, 19: quid tarn inauditum quam nocturnum supplicium? cum
latrocinia tenebris abscondi soleant, animadversiones, quo notiores sunt,
plus in exemplum emendationemque proficiant. Plat. Phaed. p. 61 e
und 116e (vgl. dagegen Herod. IV 146 und Val Max. IV 6 ext. 3);
Deut 2.1,23. Nach Mischna Sanh.IVl mu bei Kriminalprozessen am
Tage verhandelt und Beschlu gefa t, und nach Sanh. VI l im unmittel-
baren Anschlu
daran das auf Steinigung lautende Urteil vollstreckt
werden. Im Orient ist der Wechsel von Nacht und Tag ein j her. Wie
die Finsternis der Nacht den Wanderer
berrascht (Horn. 11.24,366:
νύ£ θοή; Job 12,35), so
berf llt (aiqpvibioc έφίαταται) das Licht des
Tages den Dieb beim n chtlichen Handwerk. Es ergreift ihn (κατα-
λαμβάνειν), richtet ihn (Rom 2,16) und straft ihn (Eph 5,13; Joh3,20). Wie den vom Tageslicht betroffenen Dieben soll es am j ngsten Tage
denen ergehen, die noch im Dunkel der Nacht leben. g
Bei den Worten ϊνα ή ήμερα ύμάκ be κλέιττας καταλάβη schwebt G. F rster, l Thessalon icher 5, l—10. 173 dem Apostel die Apagoge des griechischen Rechts vor Augen. Bei
den aus κακουργία begangenen Verbrechen, insbesondere dem Dieb-
stahle in der Nacht, kann der auf frischer Tat betroffene T ter (έπ'
αυτοφώρω) sofort vor die Beh rde (ο! ένδεκα) abgef hrt und, wenn er
gest ndig ist, abgeurteilt werden (Lipsius, Das att. Recht u. Rechtsverf.,
Bd. l S.78, B.2 S.317f.).· Demosth. Timocr. 113f. (735f.): o CoXuuv... νόμον €ΐ€ήν€γκ€ν, ei μεν TIC μεθ' ήμέραν υπέρ πεντήκοντα δραχμάο
κλέπτοι, άπαγωγήν πρόο τούο έ'νδεκ' είναι, εί be TIC νύκτωρ ότιουν κλέπ-
τοι, τούτον έΗεΐναι και άποκτεΐναι και πρώοαι διώκοντα και άπαγαγεΐν
TOIC ένδεκ', εί βούλοιτο'^τώ δ'άλόντι ων αί άπαγωγαί eiciv, ουκ έγγυητόκ
KaracrrjcavTi £κτιαν είναι των κλεμμάτιυν, άλλα θάνατον την ίημίαν. Aesch. Lesart A. Wer ein Ver-
brechen entdeckt, ist berechtigt, als Ankl ger und Zeuge den T ter
sofort vor Gericht zu bringen; er kann zur Durchf hrung dieser Auf-
gabe zu jeder erforderlichen Ma nahme greifen. Sucht der T ter zu
entfliehen, so kann er get tet werden. Der, der ihn ergreift, ist dann
nicht nur Ankl ger und Zeuge, er ist zugleich Richter. Er f llt und
vollstreckt das Urteil unmittelbar nach der Tat. Das Licht der Sonne,
das das, was die Nacht verborgen hat, offenbart und den Tag zu der
Zeit macht, zu der
ber den Verbrecher der Nacht das Urteil ge-
sprochen und vollstreckt wird, vollzieht bei Paulus die Apagoge. Es
berrascht und· ergreift den Verbrecher und bringt ihn zu seiner so-
fortigen Aburteilung. Hat der Apostel in v. 3 bis 5 die in v. l aufgestellte Behauptung
erl utert, da er nicht n tig habe, ber die Zeit der Wiederkehr Christi
zu schreiben, so gibt er in v. 6 f. als Ergebnis dieser Betrachtung die
f r das Leben der Gl ubigen praktische Bedeutung der Lehre von der
Parusie. Die, die nicht mehr in der Finsternis der Nacht leben, son-
dern zu denen das Licht des Tages gekommen ist (Rom 13,12; l Job
2, 8), sollen aufwachen (Rom 13,11) und, wie vom Schlafe, so von den
Toten auferstehen (Eph 5,14). Sie sollen ablassen von den Werken
der Finsternis (Rom 13,12), ehrbar wandeln (Rom 13,13; Johl2,35)
und n chtern sein. Sie sollen als B nder des Lichtes in der Welt der
Finsternis scheinen (Phil 2,15). 174 G· F rster, l Thessalonicher 5, 1—10. Im Gegensatze zu v. 3, in dem die Gottlosen als eine im Dunkel
der Nacht arbeitende Verbrecherbande, und zu v. 6 und 7, wo sie als
zu einem
ppigen Nachtgelage Vereinigte oder vom Schlafe Befallene
geschildert werden, f hrt der Apostel in v. 8 die Gl ubigen als Krieger
mit Panzer und Helm .vor Augen, die fest und voll Vertrauen Aus-
schau halten nach dem Feind: Das von der Kirche festgehaltene Bild
der militia Christi. Diese Krieger sind Kinder des Tages, die mit
Waffen des Lichtes (Rom 13,12) gegen die b sen Geister, die in der
Finsternis dieser Welt herrschen (Eph 6,12), k mpfen und ihre un-
fruchtbaren Werke strafen (Eph 5,· 11). Lesart B. Ein anderes Bild gibt Lesart B. V. 3, hier nicht von v. l son-
dern von v. 2 abh ngig, soll den Gedanken in v. 2 durch ein Bild
erkl ren. Inwiefern wird der Tag des Herrn wie ein Dieb in der
Nacht kommen? Er wird pl tzlich wie
ber die Sorglosen in v. 3
kommen. Diese glauben, es sei Frieden. Sie vergessen die Gefahr
vor n chtlichen Dieben. Da
berrascht sie ein
berfall. Sie k nnen
nicht entfliehen und werden von dem als Dieb vorgestellten Tag des
Herrn ergriffen. W hrend die Lesart A in v. 2, wie im Gleichnisse vom Dieb, das
unerwartete Kommen des j ngsten Gerichteis mit dem heimlichen Nahen
des Diebes vergleicht und gleichzeitig den Dieb in der Nacht als
typisches Beispiel des Schlechten in Gegensatz zu Christus als den
Richter in der Lichtf lle des Tages bringt, wird in der Lesart B nicht
nur das Kommen des Herrn, sondern der Herr selbst mit dem Diebe
in Vergleich gebracht. Der Dieb ist nicht mehr typisches Beispiel des
Schlechten, sondern Bild der vernichtenden Gewalt des Herrn am Tage
des Gerichts. Sowohl der Gegensatz des Diebes als Beispiel eines
Verbrechers und des Herrn als Beispiel des Richters wie der Gegen-
satz der Nacht als die Zeit des Verbrechens und des Tages als die
Zeit des Gerichts schwindet. Das Bild selbst wird in seiner nat r-
lichen Einfachheit zerst rt. Vom Tag (ήμερα) wird gesagt, da
er
die Pflichtvergessenen
ergreift, wie ein Dieb,
der doch gerade
nicht am Tage zu Werke zu gehen pflegt. Ein Dieb soll mehrere
ergreifen! Die das Bild abschlie enden Worte in v. 5: πάντ€€ γαρ
ύμεις υιοί cpurroc dcre και υιοί ήμέραο werden zu einer gehaltlosen
Redensart. Die Lesart A, die auf griechische Rechtsanschauung zur ckgeht,
ist paulinisch, die Lesart B eine Umarbeitung unter dem Einfl sse des Brought to you by | Simon Fraser University
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Download Date | 5/30/15 11:41 AM G. F rster, l Thessalonicher 5, 1—10. 175 mosaischen, vielleicht auch des mit ihm bereinstimmenden r mischen
Rechtes. Wie in l Thess 5, 4 macht sich in den hiervon abh ngigen Stellen
die mosaisch-r mische Auffassung geltend. g g
In 2 Pt 3,10 hei t es: ή£ει δε ήμερα κυρίου ως κλέπτης . . . Der
t. r. (nach C31 KLal.) f gt dem κλέπτης das εν νυκτί bei. Aus den der
Stelle in v. Lesart B. 8 vorausgehenden Worten: δτι μία ήμερα παρά'κυρίψ ως
χίλια ?τη και χίλια Ιτη ως ήμερα μία und aus der in v. 9 gegebenen
Begr ndung des Verzugs der Wiederkunft Christi geht hervor, da der
Petrusbrief einen Hinweis auf die Zeit der Wiederkunft geben will, da
das Bild also auch hier nicht anders wie in l Thess 5, 2 verstanden
werden kann. Wenn aber dann im unmittelbaren Anschlu
an das
Bild in v. 10 fortgefahren wird: εν rj οι ουρανοί ροιζηδόν παρελεύςονται,
ςτοιχεΐα δε καυςούμενα λυθήςεται και γη και τα εν αυτή ?ργα εύρεθήςεται,
so entspricht-diese Schilderung von dem allgemeinen Verderben und
dem Untergange der irdischen Welt am Tage der Parusie nicht der
hellenistischen, sondern der mosaisch-r mischen Vorstellung von der
Gewalt, mit der der Dieb in der Nacht kommt. In hnlicher Weise vermischen sich beide Vorstellungen bei dem
in der Offenbarung Johannis wiederkehrenden Bilde. Apc 3, 3 lautet:
εάν ουν μη γρηγορήςης ή&υ ως κλέπτης, και ου μη γνψς, ποίαν ώραν
ή£ιυ επί ςέ. Nach K u. a. sind auch hinter γρηγορήςης, ή£ιυ die Worte
επί ςέ einzuf gen. Die Worte εάν ουν μη γρηγορήςης und και ου μη
γνψς weisen auf den Ursprung des Bildes. Die Vorstellung von der Ge-
walt des Diebes kommt dagegen in dem ή£ιυ επί ςέ zum Ausdruck. Sein
Kommen bedroht nicht nur das Verm gen, sondern auch die Person
des im Petrusbrief Angeredeten. Der Dieb kommt mit einer alles ver-
nichtenden Gewalt. Apc 16,15 gibt eine sich an die Worte des vorausgehenden Verses
ςυναγαγεΐν αυτούς είς τον πόλεμον της μεγάλης ημέρας του θεού του
παντοκράτορος lose anschlie ende, urspr nglich nicht zum Texte ge-
h rige Einschiebung. Es hei t: ιδού έρχομαι ως κλέπτης· μακάριος 6
γρήγορων και τηρών τα ιμάτια αυτού, ίνα μη γυμνός περιπατή και βλέ-
πιυςιν την άςχημοςύνην αυτού. Wie in Apc 3, 3 wird auch hier mit
dem Diebe nicht ή ήμερα κυρίου, sondern ό κύριος selbst verglichen. Ό κύριος ist aber als der παντοκράτωρ angef hrt. Dementsprechend
ist bei den Worten ίνα μη γυμνός περιπατή και βλέπιυςιν την άςχη-
μοςύνην αυτού nicht an einen heimlich Bestohlenen, sondern seines
ganzen Hab und Gutes, ja seiner Kleider am Leibe Beraubten zu
denken. — G· F rster, l Thessalon icher 5, 1—10. 176 Der Unterschied der Lesart B von der Lesart A liegt nicht nur
auf dem Gebiete des Rechtes, sondern auch auf dem der Theologie. Lesart B. Wenn Paulus die Wiederkehr des Herrn mit den ersten Strahlen des
erwachenden Tages vergleicht, so ist das nicht nur Ausflu poetischen
Empfindens. Paulus geht mit dem Vergleiche zur ck auf bestimmte,
der gesamten Kulturwelt der damaligen Zeit gel ufige Vorstellungen. Die Sonne ist durch die Fortschritte astronomischer Wissenschaft als
das den gesamten gestirnten Himmel beherrschende Gestirn erkannt. Aristarch; Cic. Somn. Scip. c. 4: sol dux et princeps et moderator lu-
minum reliquorum, mens mundi et temperatio. Tuscul. I 28, 68; Plin. HN II 6 § 12; Julian von Laodicea, Cat. codd. astr. I S. 136, Z. 1. Im
Lichte der Sonne sieht man die siegreiche Kraft des Guten ber die
d monischen M chte der Finsternis. Zu vgl. das von Windischmann
bersetzte Opfergebet Mihir Yasht III 11; IV 13; XII 49, 50; XVI 65;
XXVIII 112,113; Cumont-Gehrich, Die Mysterien des Mithra, Leipzig
1911; Apollon λύκειος έκάεργος έκηβόλοο, άκέαοο, αυτήρ usw. Das
Licht der Sonne ist rein. Joseph. Bell. Jud. II 8, 5, 9. Die griechische
Philosophie fa t es als das stets gegenw rtige Bild des unsichtbaren
Wesens (numen praesens oder praesentissimum CIL. XIV 3567; VII,
481; cf. CIG 2635, 5), Philo, de opific. mundi (6) 25, (8) 31, (17) 53
(Cohn), als die sich in die Sinnenwelt umsetzende g ttliche Vernunft. In der durch den Planetenkult verbreiteten Lehre vom Aufstieg der
Seele erhebt das dem Auge wahrnehmbare Licht der Gestirne ber
alles Irdisch-Beschr nkte und f hrt zur Erkenntnis der die Welt be-
herrschenden Gesetze. Plat, res publ. X 616;
Pseudo-Arist., περί
κόομου c.5f.; Philo, de Abrahamo, (15)70, de opific. mundi (17) 54;
(18) 55; (23) 70; de spec. leg. III (34) 187 (Cohn); Cumont-Gehrich,
Die orient. Religionen i. r m. Heidentum, Leipzig 1910, S. 191 f.,
S. 312 f. Paulus will durch den Vergleich des Herrn mit dem Lichte des
Tages nicht philosophische oder mythologische Lehren in das Christen-
tum hineintragen, sondern durch die allgemein mit dem Lichte ver-
bundenen Vorstellungen das andeuten, was er ber die Art der Wieder-
kehr Christi zu sagen wei . Christus kommt nicht als Herr des
Volkes Israel, sondern als der Herr der gesamten Welt, er kommt
nicht in k rperlicher Gestalt, sondern rein - geistig als die siegreiche
Kraft des Guten ber das B se. Die Kirche erh lt sich nicht auf der H he paultnischer Lehre. Lesart B. Der
Vergleich des Herrn mit dem Lichte der Sonne erscheint in einer Zeit
des Kampfes gegen den Mithrasdienst bedenklich. J dische Vorstel- G. F rster, l Thessalonicher δ, l—10. 177 langen von einer sinnenf lligen Wiederkehr des Messias gewinnen die
Oberhand. Ihnen tr gt die Lesart B Rechnung. Befreien wir die paulinische Stelle von der Verunstaltung einer
j ngeren Zeit. Lesen wir ίνα ή ήμερα ύμαο ωό κλέπταο καταλάβη
und nicht . . . tue κλέπτης καταλάβη. Die sich am Morgen erhebende
Sonne sei uns ein Zeichen der Wiederkehr Christi am Tage des Ge-
richts, ihr Licht ein sich t glich erneuerndes Sinnbild der siegenden
Kraft des Guten und der die Welt beherrschenden ausgleichenden Ge-
rechtigkeit,
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https://www.qeios.com/read/AK2DL7/pdf
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English
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Natural Log Transformed Area Under the Curve From Dosing to Last Concentration
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Definitions
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Natural Log Transformed Area Under the
Curve From Dosing to Last Concentration National Cancer Institute Qeios ID: AK2DL7 · https://doi.org/10.32388/AK2DL7 Qeios · Definition, February 2, 2020 Source National Cancer Institute. Natural Log Transformed Area Under the Curve From Dosing
to Last Concentration. NCI Thesaurus. Code C161414. The natural log transformed area under the curve (AUC) from the time of dosing to the
last measurable concentration. 1/1
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https://openalex.org/W3166111610
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https://www.repository.cam.ac.uk/bitstream/1810/323387/2/cells-10-01365.pdf
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Meta-Analysis of Adipose Tissue Derived Cell-Based Therapy for the Treatment of Knee Osteoarthritis
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cells cells
Citation: Agarwal, N.; Mak, C.;
Bojanic, C.; To, K.; Khan, W. Meta-Analysis of Adipose Tissue
Derived Cell-Based Therapy for the
Treatment of Knee Osteoarthritis. Cells 2021, 10, 1365. https://doi.org/
10.3390/cells10061365 Keywords: osteoarthritis; degenerative changes; knee; adipose tissue; mesenchymal stem cells;
stromal vascular factor y
Meta-Analysis of Adipose Tissue Derived Cell-Based Therapy
for the Treatment of Knee Osteoarthritis https://doi.org/
10.3390/cells10061365
Academic Editors: Kunlin Jin,
Huanxing Su and Guo-Yuan Yang
Received: 13 April 2021
Accepted: 28 May 2021
Published: 1 June 2021
Publisher’s Note: MDPI stays neutral
with regard to jurisdictional claims in
published maps and institutional affil-
iations. Copyright: © 2021 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/
4 0/)
Citation: Agarwal, N.; Mak, C.;
Bojanic, C.; To, K.; Khan, W. Meta-Analysis of Adipose Tissue
Derived Cell-Based Therapy for the
Treatment of Knee Osteoarthritis. Cells 2021, 10, 1365. https://doi.org/
10.3390/cells10061365
Academic Editors: Kunlin Jin,
Huanxing Su and Guo-Yuan Yang
Received: 13 April 2021
Accepted: 28 May 2021
Published: 1 June 2021
Publisher’s Note: MDPI stays neutral
with regard to jurisdictional claims in
published maps and institutional affil-
iations. Copyright: © 2021 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/
4.0/). Citation: Agarwal, N.; Mak, C.;
Bojanic, C.; To, K.; Khan, W.
Meta-Analysis of Adipose Tissue
Derived Cell-Based Therapy for the
Treatment of Knee Osteoarthritis.
Cells 2021, 10, 1365. https://doi.org/
10.3390/cells10061365 y
Meta-Analysis of Adipose Tissue Derived Cell-Based Therapy
for the Treatment of Knee Osteoarthritis wal 1
, Christopher Mak 2
, Christine Bojanic 2, Kendrick To 2 and Wasim Khan 2,* Nikhil Agarwal 1
, Christopher Mak 2
, Christine Bojanic 2, Kendrick To 2 and Wasim Kh 1
MBChB Office, University of Aberdeen College of Life Sciences and Medicine, Foresterhill Rd,
Aberdeen AB25 2ZD UK; nikagarwal@live co uk Aberdeen AB25 2ZD, UK; nikagarwal@live.co.uk
2
Division of Trauma & Orthopaedic Surgery, Addenbrooke’s Hospital, University of Cambridge,
Cambridge CB2 0QQ, UK; chcm2@cam.ac.uk (C.M.); cbojanic@doctors.org.uk (C.B.);
kendrick.to@doctors.org.uk (K.T.) ,
;
g
2
Division of Trauma & Orthopaedic Surgery, Addenbrooke’s Hospital, University of Cambridge,
Cambridge CB2 0QQ, UK; chcm2@cam.ac.uk (C.M.); cbojanic@doctors.org.uk (C.B.);
kendrick.to@doctors.org.uk (K.T.) g
2
Division of Trauma & Orthopaedic Surgery, Addenbrooke’s Hospital, University of Cambridge,
Cambridge CB2 0QQ, UK; chcm2@cam.ac.uk (C.M.); cbojanic@doctors.org.uk (C.B.);
kendrick.to@doctors.org.uk (K.T.) g
*
Correspondence: wasimkhan@doctors.org.uk Abstract: Osteoarthritis (OA) is a degenerative disorder associated with cartilage loss and is a leading
cause of disability around the world. In old age, the capacity of cartilage to regenerate is diminished. With an aging population, the burden of OA is set to rise. Currently, there is no definitive treatment for
OA. However, cell-based therapies derived from adipose tissue are promising. A PRISMA systematic
review was conducted employing four databases (MEDLINE, EMBASE, Cochrane, Web of Science)
to identify all clinical studies that utilized adipose tissue derived mesenchymal stem cells (AMSCs)
or stromal vascular fraction (SVF) for the treatment of knee OA. Eighteen studies were included,
which met the inclusion criteria. Meta-analyses were conducted on fourteen of these studies, which
all documented WOMAC scores after the administration of AMSCs. Pooled analysis revealed that
cell-based treatments definitively improve WOMAC scores, post treatment. These improvements
increased with time. The studies in this meta-analysis have established the safety and efficacy of
both AMSC therapy and SVF therapy for knee OA in old adults and show that they reduce pain and
improve knee function in symptomatic knee OA suggesting that they may be effective therapies to
improve mobility in an aging population.
Citation: Agarwal, N.; Mak, C.;
Bojanic, C.; To, K.; Khan, W. Meta-Analysis of Adipose Tissue
Derived Cell-Based Therapy for the
Treatment of Knee Osteoarthritis. Cells 2021, 10, 1365. 1.1. The Burden of Osteoarthritis Osteoarthritis (OA) is a progressive degenerative joint disorder associated with aging. It is a leading cause of disability around the world. In 2019, the Global Burden of Disease
Study reported that musculoskeletal disorders account for over 5% of worldwide disability
adjusted life years (DALY) [1]. The World Health Organization (WHO) estimate that
approximately 10% of all men and 18% of all women aged over 60 have OA [2]. Out of
these individuals, they estimate that 80% have limitations in movement and 25% cannot
perform major daily activities of life [2]. Publisher’s Note: MDPI stays neutral
with regard to jurisdictional claims in
published maps and institutional affil-
iations. p
j
y
In addition to physical symptoms, there is evidence to suggest that OA is associated
with mental health problems as well. A longitudinal cohort study, conducted by the
Osteoarthritis Initiative, found that there was a greater risk of developing depressive
symptoms in patients with hip or knee OA than those without [3]. Another observational
study found that OA was associated with 1.27 times increase odds of suicidal ideation [4]. There is also evidence that OA increases the risk for myocardial infarction, with one
meta-analysis reporting a 1.31 times increased risk for myocardial infarction [5]. Copyright: © 2021 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/
4.0/). These, among many other studies have highlighted the burden OA has on the indi-
vidual. In addition to this, OA carries significant economic burden on societies across the
world. When adjusted for age, sufferers are shown to be at high risk of sick leave and https://www.mdpi.com/journal/cells Cells 2021, 10, 1365. https://doi.org/10.3390/cells10061365 Cells 2021, 10, 1365 2 of 31 disability pension due to knee OA. This was especially the case for those working in health
care, childcare and in cleaning [6]. In the United States, annual healthcare costs from OA
exceed $45 billion [7]. In France, annual costs from OA can be as high as €2 billion [8]. In
Spain costs may be as high as €4.738 billion annually [9]. A significant proportion of these
costs are associated with joint replacement surgeries. j
p
g
Economic, societal, and individual burdens caused by OA are set to rise. 1.1. The Burden of Osteoarthritis The preva-
lence of OA is increasing because of an aging population and an increased incidence of
obesity. The United Nations estimates that by 2050, 1 in 6 people in the world will be over
65 years of age [10]. As such incidence rates of OA will naturally also increase. Several
projection studies have been performed in different countries. In Australia, the number of
people with OA is estimated to increase from 2.2 million in 2015, to 3.1 million by 2030 [11]. In Sweden it is estimated that from between 2012 and 2032, the percentage of people aged
over 45 with OA will rise from 26.6% to 29.5% [12]. In the United States, this number is set
to grow from 47.8 million in 2005 to 67 million by 2030 [13]. These figures show there is a
global rising prevalence of this disease. Coupled with the debilitating nature of OA, this
must be addressed before the disease overburdens healthcare systems worldwide. There is currently no cure to prevent or slow the progression of OA. Presently, it is
first managed via conservative means through exercises, weight loss and occupational
therapy. When this is inadequate, paracetamol and non-steroidal anti-inflammatory drugs
(NSAIDs) are used for symptom control [14]. Intra articular corticosteroid injections are
then used if the aforementioned therapies do not provide relief. For end-stage OA, joint
replacement surgery (total knee arthroplasty) is the gold standard of treatment. Despite
being a highly successful operation, joint replacement surgery carries significant risk, and
nearly one in five knee replacements will not last beyond 25 years [15]. OA pathogenesis is predominantly driven by inflammatory mediators such as in-
terleukin 1 (IL-1) and tumour necrosis factor alpha (TNF-α) [16]. Both are present in the
synovial fluid of patients with OA [17,18]. IL-1 has been shown to encourage the produc-
tion of molecules such as nitric oxide, cytokines and prostaglandin E2 [19]. Furthermore,
these inflammatory molecules promote the release of matrix metalloproteinases. These
encourage the catabolism of articular cartilage [20]. This process of cartilage catabolism
and loss is associated with aging, [21] alongside the diminishing ability of cartilage to
repair itself [22]. While these mechanisms are central to cartilage depletion and eventually
OA and pain, blockade of these mediators have failed to demonstrate efficacy in clinical
trials [23,24]. 1.2. Mesenchymal Stem Cells MSCs are becoming increasingly popular in tissue engineering due to their multipotent
potential to differentiate into different lineages of mesenchymal tissue types [25]. These
include bone, fat, cartilage, tendon, and muscle. MSCs are of interest as an OA therapy due
to their immunoregulatory function and potential to repair cartilage. This is particularly
useful as OA predominantly affects individuals in old age, who have limited ability to
repair cartilage. MSC-based therapies can result in promotion of macrophage polarization from an
M1 to M2 phenotype [20,26,27]. This enables macrophages in the cartilage to display
anti-inflammatory properties which leads to down-regulation of the inflammatory milieu
mentioned above in their role in triggering and sustaining osteoarthritic changes [28]. MSCs have also been shown to be capable of suppressing T-cell proliferation. MSCs do
not express HLA class II on their surface and only express low levels of HLA class I and
have demonstrated safety and low immunogenicity through various routes of administra-
tion [29–31]. Although laboratory studies have suggested that MSCs, both intrinsic and
transplanted may promote cancer cell activity, in-human clinical trials of transplantation
have yet to show evidence of carcinogenic effect [32,33]. The Mesenchymal and Tissue Stem Cell Committee of the International Society for
Cellular Therapy recommends a minimal criterion to define human MSCs. There are three Cells 2021, 10, 1365 3 of 31 elements to these standards. Firstly, MSCs must be adherent to plastic when they are
maintained in standard culture conditions. Secondly, MSCs must express the following
markers: CD105, CD73 and CD90. In addition, they must not express the following: CD45,
CD34, CD14 or CD11b, CD79α or CD19 and HLA-DR surface molecules. Thirdly MSCs
must be able to differentiate into the following cell types in vitro: osteoblasts, adipocytes
and chondroblasts [34]. MSCs can be derived from a variety of locations including skeletal muscle, syn-
ovium [35,36] and periosteum [37,38]. However, the most popular cell sources for MSC
harvest, are bone marrow [39–42] and adipose tissue [43,44]. MSCs were first isolated
from bone marrow before any other source [45,46] and bone marrow derived MSCs remain
one of the top choices for MSCs due to their high cell-yield and proliferative capacity
in vitro [47]. However, despite its advantages, extraction of bone marrow to acquire MSCs
for autologous use is a highly invasive and painful procedure that can cause long term pain
at the donor site. Thus, such a procedure is not always ideal. 1.3. Adipose Tissue Derived MSCs The most common harvest location for Adipose tissue derived MSCs (AMSCs) is the
abdomen due to the high tissue fat content. The harvesting process by which AMSCs are
collected have been described extensively in the past [44–50]. AMSCs have a greater regenerative profile than bone marrow derived MSCs [51]. AMSCs were also found to promote greater neovascularisation, display greater resistance
to hypoxia induced apoptosis and higher telomerase activity [52]. Unlike bone marrow
derived MSCs, which lose differentiation capacity with age, AMSCs do not [53]. AM-
SCs maintain their chondrogenic potential and their expansion properties [54]. This is
very important to consider in MSC therapies targeted for OA, since these are directed at
older patients. p
AMSCs have been found to have greater anti-inflammatory properties compared to
bone marrow derived MSCs and produce much higher levels of IL-1 receptor antagonist
and tissue protective protein tumour-necrosis factor stimulated gene-6 (TSG-6) [55]. When
assessed in their role for OA, AMSCs were able to adapt the environment and exerted
anti-inflammatory effects on chondrocytes and synoviocytes via prostaglandin E2 [56]. The
AMSCs caused polarization of Mo non-polarized macrophages and mature dendritic cells,
towards anti-inflammatory and phagocytic phenotypes [57]. Adipose tissue derived stem cells can also be derived from the stromal vascular
fraction (SVF) which has the advantage of greater ease of harvest. However, these cells are
not plated to select for cells which are plastic adherent [58,59]. As such, cells from the SVF
cannot strictly be considered MSCs according to the Mesenchymal and Tissue Stem Cell
Committee of the International Society for Cellular Therapy criteria [34]. The aim of this systematic review and meta-analysis was to determine the effectiveness
of AMSCs and SVF for the use of treatment in osteoarthritis. 1.2. Mesenchymal Stem Cells Hence, other sources of MSCs
have been sought out, the most popular being adipose tissue derived MSCs. These are
accessible as a surgical waste tissue and are associated with lower donor site morbidity than
bone marrow [48]. The low rejection rates coupled with the anti-inflammatory properties
of MSCs makes them an appealing therapeutic solution for OA. 2. Materials and Methods 2.1. Database and Inclusion Criteria 2.2. Quality Assessment Each study was critically appraised to ensure relevance. Studies were appraised
by two independent reviewers using either the Risk of Bias in Nonrandomised Studies
1 (ROBINS-1) or the Risk of Bias 2 (RoB2) for randomised studies tools. Upon completion
of the appraisal, data was stratified according to the tools used and was collated into
tables (Supplementary Tables S1 and S2). Any uncertainty was solved through discussion
between the reviewers. 2.1. Database and Inclusion Criteria A systematic review was conducted, based on the guidelines outlined in the Preferred
Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) checklist [60]. Using
the PICOS model, (patient, intervention, control, outcome, study), inclusion and exclusion
criteria were created. A comprehensive literature search was conducted using four databases: Medline
(1946 to 4 June 2020), EMBASE (1974 to 29 June 2020), Cochrane library (1946 to June 2020),
and Web of Science (1900 to 2020). Cells 2021, 10, 1365 4 of 31 The following was used as inclusion criteria for all studies screened: The following was used as inclusion criteria for all studies screened: 1. Any studies which investigated use of AMSCs on humans for the treatment of knee
joint osteoarthritis 2. Any study that included the use of stromal vascular fraction (SVF) or microfragmented
adipose tissue 3. Any study which was clinical in nature
Consequently, the following was used as exclusion criteria for all studies screened. Consequently, the following was used as exclusion criteria for all studies screened. 1. Any study not conducted on human 2. Studies which investigated use of MSCs which were not of adipose origin y
4. Studies in which the data sets were either incomplete or inaccessible such as confer-
ence abstracts and ongoing randomised controlled trials (RCTs) 4. Studies in which the data sets were either incomplete or inaccessible such as confer-
ence abstracts and ongoing randomised controlled trials (RCTs) A search strategy was created, on the basis of the Cochrane Highly Sensitive Search
Strategy. This included but was not limited to the following terms: ‘mesenchymal’, or
‘stem cell’ and ‘osteoarthritis, knee’ and ‘adipose’. Full search strings can be found in the
Appendix A. Restrictions were applied to the search to only include studies conducted on
humans and in the English language. Study selection was carried out by two reviewers
independently. The titles of the articles were reviewed for relevance. Abstracts were
then screened to check if they met inclusion criteria. Full-text manuscripts were then
retrieved and analysed. A manual search was also performed on associated review articles
to identify any articles that could have been missed by the search. The combined results of
the comprehensive search strategy are shown in Figure 1. 2.3. Statistical Analysis Pre and post treatment Western Ontario and McMaster Universities Osteoarthritis
Index (WOMAC) scores were extracted from each study for each of the follow-up times. Percentage changes in these scores were then calculated for each follow-up time. Forest
plots were created for each of the follow-up time periods. A summary forest plot was
created to determine the overall statistical significance of treatment on WOMAC scores. We
sought to elucidate whether the pooled effect of treatment resulted in minimum clinically
important differences in WOMAC scores, which has been defined as 12, [61] to this end,
we do not compare this against the various control groups used across the studies. All
statistical analysis was conducted on R software through the ‘metafor’ package. The I2
test was used to test for heterogeneity. To account for heterogeneity (all-cause) between
studies, assuming effects assuming that effects between studies are either similar or not,
Fixed effect models were used for analyses with I2 < 25%. Random effect models were
used for analyses with I2 > 25%. All WOMAC percentage changes were calculated with a
95% confidence interval. 5 of 31 Cells 2021, 10, 1365
Cells 2021 10 x Figure 1. Overview of the screening and selection process of studies for the systematic review. Figure 1. Overview of the screening and selection process of studies for the systematic review. 3 R
lt Figure 1. Overview of the screening and selection process of studies for the systematic review. gure 1. Overview of the screening and selection process of studies for the systematic review. Figure 1. Overview of the screening and selection process of studies for the systematic review. 3. Results gure 1. Overv
3. Results 2. Quality Assessment
Each study was critically appraised to ensure relevance. Studies were appraised by
wo independent reviewers using either the Risk of Bias in Nonrandomised Studies 1
ROBINS-1) or the Risk of Bias 2 (RoB2) for randomised studies tools. Upon completion
f the appraisal, data was stratified according to the tools used and was collated into tables
Supplementary Tables S1 and S2). Any uncertainty was solved through discussion be-
ween the reviewers. 3. Statistical Analysis
Pre and post treatment Western Ontario and McMaster Universities Osteoarthritis
ndex (WOMAC) scores were extracted from each study for each of the follow-up times. ercentage changes in these scores were then calculated for each follow-up time. Forest
lots were created for each of the follow-up time periods. A summary forest plot was
reated to determine the overall statistical significance of treatment on WOMAC scores. The search conducted on Medline (1946 to 4 June 2020), EMBASE (1974 to 29 June 2020),
Cochrane library (1946 to June 2020), and Web of Science (1900 to 2020) included 117 po-
tentially relevant articles after title screening, and 94 studies were excluded after abstract
screening as these were non-human, preclinical studies or did not assess the treatment
of interest. After full textual analysis five studies were removed as these did not in-
clude quantitative treatment outcomes relevant to our study, only eighteen studies were
then included in this review. One of the 18 studies was a two-year follow-up of another
included study [62]. The original study was a prospective cohort study which investi-
gated the effects of three different AMSC dose injections [63]. Out of the studies, 16 were
prospective [43,49,62–73] and two were retrospective [74,75]. Only five were randomised
controlled trials [48,49,64,69–72]. The general characteristics of each AMSC study can be
seen in Table 1. All studies investigated autologous treatments. Characteristics for SVF
studies can be found in Table 2. Cellular characteristics for AMSC studies and SVF studies
can be found in Tables 3 and 4, respectively. Outcomes measured, and complications
documented have been collated for each study in Table 5. The overall bias determined
in all studies included in this systematic review were found to be low, indicating high
quality studies. Cells 2021, 10, 1365 6 of 31 Table 1. Study characteristics for AMSC studies, n = 11. Authors
Type of Study
Treatment vs. Control
No. of Patients
in Control
Group (Gender)
No. gure 1. Overv
3. Results of Patients in
Treatment Group
(Gender)
Age, Mean
Location of
Defect
Grade of OA
(Grading
Classification)
Lee et al. (2019) [64]
Prospective double blinded RCT
AMSC at 1 dose, control
12 (3M, 9F)
12 (3M, 9F)
62.7
Knee
II–IV (K-L)
Freitag et al. (2019) [76]
Prospective non blinded RCT
AMSC at 2 doses, control
10 (5M, 5F)
10 (7M, 3F) for 1
injection. 10 (4M, 6F) for 2
injections
53.6
Knee
II–III (K-L)
Song et al. (2018) [48]
Prospective double blinded RCT
AMSC at 3 doses, no control
N/A
18 (4M, 14F)
54.8
Knee
II–III (K-L)
Roato et al. (2019) [73]
Prospective single arm study
AMSC at 1 dose, no control
N/A
20 (9M, 11F)
59.6
Knee
I–III (K-L)
Hudetz et al. (2019) [63]
Prospective non-randomised trial
AMSC injection, no control
N/A
20 (15M, 5F)
Not
specified
Knee
III–IV (K-L)
Spasovski et al. (2018) [65]
Prospective single arm study
AMSC at 1 dose, no control
N/A
9 (3M, 6F)
63
Knee
B-D (IKDC)
Jo et al. (2017) [62]
Prospective cohort study
AMSC at 3 doses, no control
N/A
18 (3M, 15F)
61.8
Knee
III–IV (K-L)
Bansal et al. (2017) [77]
Prospective interventional
AMSC injection, no control
N/A
10 (6M, 4F)
58.4
Knee
I–II (BS)
Pers et al. (2016) [72]
Prospective single arm study
AMSC at 3 doses, no control
N/A
18 (8M, 10F)
64.6
Knee
III–IV (K-L)
Jo et al. (2014) [63]
Prospective cohort study
AMSC at 3 doses, no control
N/A
18 (3M, 15F)
61.8
Knee
III–IV (K-L)
Yokota et al. (2019) [75]
Retrospective cohort study
AMSC vs SVF, no control
N/A
80 (16M, 64F)
71.4
Knee
II–IV (K-L)
AMSC = Adipose Tissue Derived Mesenchymal Stem Cell, F = Female, IKDC = International Knee Documentation Committee, K-L = Kellgren-Lawrence, M= Male, N/A = Not Applicable, OA = Osteoarthritis, Table 1. Study characteristics for AMSC studies, n = 11. p
y
,
,
,
g
,
,
/
pp
,
,
RCT = Randomised Controlled Trial. Table 2. Study characteristics for SVF studies, n = 7. Authors
Type of Study
Treatment vs. Control
No. of Patients in
Control Group
(Gender)
No. of Patients
in Treatment
Group (Gender)
Age, Mean
Location of
Defect
Grade of OA
(Grading
Classification)
Garza et al. (2020) [69]
Prospective double blinded RCT
High dose SVF vs low dose
SVF vs placebo
13 (6M, 7F)
13 (4M, 9F) for
low dose SVF. gure 1. Overv
3. Results 13 (7M, 6F) for
high dose SVF. 59.0
Knee
II–III (K-L) RCT = Randomised Controlled Trial. Table 2. Study characteristics for SVF studies, n = 7. Authors
Type of Study
Treatment vs. Control
No. of Patients in
Control Group
(Gender)
No. of Patients
in Treatment
Group (Gender)
Age, Mean
Location of
Defect
Grade of OA
(Grading
Classification)
Garza et al. (2020) [69]
Prospective double blinded RCT
High dose SVF vs low dose
SVF vs placebo
13 (6M, 7F)
13 (4M, 9F) for
low dose SVF. 13 (7M, 6F) for
high dose SVF. 59.0
Knee
II–III (K-L) 7 of 31 Cells 2021, 10, 1365 Table 2. Cont. Authors
Type of Study
Treatment vs. Control
No. of Patients in
Control Group
(Gender)
No. of Patients
in Treatment
Group (Gender)
Age, Mean
Location of
Defect
Grade of OA
(Grading
Classification)
Hong et al. (2019) [70]
Prospective RCT
One knee with SVF and the
other with hyaluronic
acid placebo
16 (3M, 13F)
16 (3M, 13F)
Not
specified
Knee
II-III (K-L)
Tran et al. (2019) [78]
Prospective non-randomised trial
Arthroscopic microfracture
vs arthroscopic
microfracture and injection
of SVF
15 (3M, 12F)
18 (5M, 13F)
58.64
Knee
II–III (K-L)
Yokota et al. (2017) [68]
Prospective uncontrolled
Injection of SVF, no control
N/A
13 (2M, 11F)
74.5
Knee
III–IV (K-L)
Nguyen et al. (2016) [67]
Prospective unblinded,
non-randomised trial
Arthroscopic fracture vs
arthroscopic fracture and
injection of SVF and PRP. 15 (3M, 12F)
15 (3M, 12F)
58.4
Knee
II–III (K-L)
Koh et al. (2013) [66]
Prospective cohort study
SVF at 1 dose with PRP,
no control
N/A
18 (6M, 12F)
54.6
Knee
III–IV (K-L)
Panni et al. (2019) [74]
Retrospective single arm study
SVF at 1 dose following
arthroscopy (for chondral
shaving/abrasion and/or
meniscal regularization),
no control
N/A
52 (22M, 30F)
57.3
Knee
0–II (K-L)
BS = Brandt Radiographic Grading Scale for Osteoarthritis, F = Female, K-L = Kellgren-Lawrence, M= Male, N/A = Not Applicable, OA = Osteoarthritis, RCT = Randomised Controlled Trial, SVF = Stromal
Vascular Fraction. Table 2. Cont. Cells 2021, 10, 1365 8 of 31 Table 3. Cellular characteristics for AMSC studies, n = 11. Authors
Number of Cells
Used/Multiple Injections
Method of Delivery of Cells
MSC Pre-Treatment
Follow-Up
Period (Weeks)
Harvest Site
Method of
Harvest
MSC Surface Marker
Validation Via Flow
Cytometry
t al. gure 1. Overv
3. Results (2019) [64]
1 × 108 cells
Intra articular injection under USS
guidance into unspecified joint space
Adipose tissues were treated
with collagenase I and were
centrifuged to obtain a pellet
which was resuspended in
culture media. The cells were
cultured for up to 5 days in
media until confluent and were
then harvested at passage 3
26
Abdomen
Liposuction
AMSCs were positive
for CD73, CD90. AMSCs were negative
for CD31, CD34, CD45
et al. (2019) [49]
100 × 106 cells, single and
double injection
Intra articular injection under USS
guidance into unspecified location in
joint space
Lipoaspirate was digestion
followed by centrifugation. MSCs were cultured under
hypoxic conditions with
standard growth media until
80% confluency and was
expanded to passage 2. 52
Abdomen
Liposuction
AMSCs were positive
for CD73, CD90, CD105,
AMSCs were negative
for CD14, CD19,
CD34, CD45
et al. (2018) [48]
1 × 107, 2 × 107 and 5 × 107
cells, three injections
Intra articular injection under USS
guidance into unspecified location in
joint space
Lipoaspirated suspensions were
digested and centrifuged, then
cells were culture-expanded to
passage 4. 96
Not specified
Liposuction
AMSCs were positive
for CD29, CD49d, CD70,
CD90 and were
negative for actin, CD13,
CD34, CD45, HLA-DR
et al. (2019) [73]
Not specified
Intra articular injection under
arthroscopic guidance into chondral
defect site
Lipoaspirate was treated with
Collagenase. The resulting cell
pellet was then resuspended
into culture media and counted. 78
Abdomen
Liposuction
AMSCs were positive
for CD73, CD90, CD105,
IgG1, IgG2a
AMSCs were negative
for CD44, CD45
z et al. (2019) [71]
Unspecified
Intra articular injection into
unspecified location in joint space
Samples were digested with
collagenase and samples were
filtered through a 100 µm cell
strainer and centrifuged. The
cell pellet was resuspended in
DMEM. 48
Abdomen
Liposuction
AMSCs were positive
for CD70, CD90, CD105,
CD146. AMSCs were negative
for CD31, CD34, CD45. ki et al. (2018) [65]
0.5–1 × 107 cells
Intra articular injection into
unspecified location in joint space
MSCs were digested using
collagenase, expanded in
standard culture media and
harvested between passage 2
and 4. 78
Abdomen
Liposuction
AMSCs were positive
for CD73, CD90, CD105. AMSCs were negative
for CD34, CD45 Table 3. Cellular characteristics for AMSC studies, n = 11. Lee et al. (2019) [64] Cells 2021, 10, 1365 9 of 31 Table 3. Cont. gure 1. Overv
3. Results Authors
Number of Cells
Used/Multiple Injections
Method of Delivery of Cells
MSC Pre-Treatment
Follow-Up
Period (Weeks)
Harvest Site
Method of
Harvest
MSC Surface Marker
Validation Via Flow
Cytometry
al. (2017) [62]
1 × 107, 5 × 107 and
1 × 108 cells
Intra articular injection under
arthroscopic guidance into
unspecified location in joint space
Aspirated tissues were digested
with collagenase I. Cells were
cultured for 4-5 days until
confluent. All AMSCs used in
this study were collected at
passage 3. 104
Abdomen
Liposuction
AMSCs were positive
for CD73, CD90. AMSCs were negative
for CD14, CD34, CD45
et al. (2017) [77]
1 × 106 cells
Intra articular injection into
unspecified location in joint space
The adipose tissues was filtered
and centrifuged. The cell pellet
was re-suspended in culture
medium and the media was
changed every 3-4 days until the
cells achieved 90% confluency. 96
Abdomen
Liposuction
AMSCs were positive
for CD70, CD90, CD105. AMSCs were negative
for CD34, CD45,
HLA-DR
et al. (2016) [72]
2 × 106, 10 × 106 and
50 × 106 cells
Intra articular injection under USS
guidance into unspecified location in
joint space
Adipose tissue was digested
with collagenase solution and
plated in culture medium. Cells
were passaged and then
cultured in CCM for 14 days
with media changes every
3–4 days until confluence. 26
Abdomen
Liposuction
AMSCs were positive
for CD73, CD90, CD105,
IgG1
AMSCs were negative
for CD31, CD34, CD45
al. (2014) [63]
1 × 107, 5 × 107 and
1 × 108 cells
Intra articular injection under
arthroscopic guidance into
unspecified location in joint space
Aspirated tissues were digested
with collagenase and cells were
resuspended in media until
confluent. AMSCs used were
collected at passage 3. 26
Abdomen
Liposuction
AMSCs were positive
for CD73, CD90. AMSCs were negative
for CD31, CD34, CD45
ra et al. (2019) [75]
12.75 × 106 cells, unknown
for SVF
Intra articular injection into
unspecified location in joint space
The collected aspirate was
digested with collagenase. Cells
were cultured in medium that
was replaced every 3 days
thereafter. When cells reached
80% confluency they were
passaged up to four times. SVF cells were produced
without culture in a sterile
single-use functionally-closed
system, requiring approximately
2–2.5 h from lipoaspirate. gure 1. Overv
3. Results 26
Abdomen
Liposuction
Not specified
SC = Adipose Tissue Derived Mesenchymal Stem Cell, BSA = Bovine Serum Albumin, CDU = Collagen Digestion Units, DPBS = Dulbecco’s Phosphate-Buffered Saline, DMEM = Dulbecco’s Modified Eagle
ium, EDTA = Ethylenediaminetetraacetic acid, FBS = Foetal Bovine Serum, MSC = Mesenchymal Stem Cell, PBS = Phosphate-Buffered Saline, SVF = Stromal Vascular fraction, USS = Ultrasound. Table 3. Cont. Cells 2021, 10, 1365 10 of 31 Table 4. Cellular characteristics for SVF studies, n = 7. Authors
Number of Cells
Used/Multiple
Injections
Method of Delivery of Cells
SVF Pre-Treatment
Follow-Up
Period
(Weeks)
Harvest
Site
Method of
Harvest
MSC Surface
Marker Validation
Via Flow Cytometry
Garza et al. (2020) [69]
3.0 × 107, 1.5 × 107,
0 cells
Intra articular injection under
USS guidance into unspecified
joint space
SVF from dissociated tissue
was centrifuged and the SVF
cell pellet was extracted,
resuspended for injection. 48
Abdomen
Liposuction
Not specified
Hong et al. (2019) [70]
7.45 × 106 cells
Intra articular injection under
arthroscopic guidance into
unspecified location in
joint space
The SVF from the
lipoaspirate was isolated by
means of collagenase
digestion. The SVF was then
washed twice with PBS to
remove collagenase. 48
Abdomen
Liposuction
Not specified
Tran et al. (2019) [78]
9–12 × 107 cells
Intra articular injection under
arthroscopic guidance into
chondral defect site
The SVF from the
lipoaspirate was isolated
through collagenase
treatment. The SVF was then
diluted with normal saline
0.9% to obtain 6 mL of
solution containing
90–120 million cells to
administer via injection. 96
Abdomen
Liposuction
Not specified
Yokota et al. (2017) [68]
Unknown, however
estimated to be
3 × 107 cells
Intra articular injection into
unspecified location in
joint space
Autologous SVF cells were
collected in a sterile
single-use
functionally-closed system,
requiring approximately
2–2.5 h. 4
Abdomen
Liposuction
Not specified
Nguyen et al. (2016) [67]
1 × 107 cells
Intra articular injection under
arthroscopic guidance into
chondral defect site
The adipose tissue was
digested using collagenase
and centrifuged, the pellet
was suspended in PBS for
cell counting
before injection. 72
Abdomen
Liposuction
Not specified Table 4. Cellular characteristics for SVF studies, n = 7. Intra articular injection into
unspecified location in
joint space Intra articular injection under
arthroscopic guidance into
chondral defect site Intra articular injection under
arthroscopic guidance into
chondral defect site Cells 2021, 10, 1365 11 of 31 Table 4. Cont. gure 1. Overv
3. Results Authors
Number of Cells
Used/Multiple
Injections
Method of Delivery of Cells
SVF Pre-Treatment
Follow-Up
Period
(Weeks)
Harvest
Site
Method of
Harvest
MSC Surface
Marker Validation
Via Flow Cytometry
Koh et al. (2013) [66]
1.18 × 106 cells
Intra articular injection into
unspecified location in
joint space
SVF was derived from fat
pad tissue and mixed with
3.0 mL of platelet-rich
plasma for injection. 97.2
Infrapatellar
fat pad
Surgical
excision of
infrapatellar
fat pad
Not specified
Panni et al. (2019) [74]
Not specified
Intra articular injection under
arthroscopic guidance into
unspecified location in
joint space
The harvested fat was
processed with the
Lipogems® ortho kit. The
final product was
transferred directly to
syringes for injection. 61.2
Abdomen
Liposuction
Not specified
AMSC = Adipose Tissue Derived Mesenchymal Stem Cell, CDU = Collagen Digestion Units, DPBS = Dulbecco’s Phosphate-Buffered Saline, DMEM = Dulbecco’s Modified Eagle Medium, FBS = Foetal Bovine
Serum, MSC = Mesenchymal Stem Cell, PBS = Phosphate-Buffered Saline, SVF = Stromal Vascular fraction, USS = Ultrasound. Table 5. Outcomes and complications, n = 18. Authors
Outcome Measures
Pre-Treatment WOMAC
Scores
Post Treatment WOMAC Scores
Conclusions Based on Outcomes
Adverse Events
Nature of Complications
Lee et al. (2019) [64]
WOMAC, VAS, KOOS,
ROM, K-L, Joint space
width of medial and lateral
compartment and
HKA angle
Baseline WOMAC score was
60.0 (±17.0 SD)
At 6 months post procedure
WOMAC scores were 26.7
(±13.3 SD)
Single injection of AD-MSCs led to a
55% reduction in the WOMAC total
score, 59%
in the pain score, 54% in the stiffness
score, and 54% in the physical function
score at 6 months. Significant improvements in the VAS,
KOOS, ROM scores were also seen. K-L grade, joint space width of medial
and lateral compartment, and HKA
angle did not change significantly over
6 months in either groups. No evidence of significant cartilage
regeneration in MRI at 6 months after
the injection. 8AEs
6 cases of arthralgia and 2 cases of joint
swelling after the procedure. Table 4. Cont. Table 5. Outcomes and complications, n = 18. Authors
Outcome Measures
Pre-Treatment WOMAC
Scores
Post Treatment WOMAC Scores
Conclusions Based on Outcomes
Adverse Events
Nature of Complications
Lee et al. 7 AEs and 1 SAE in
the one
injection group.
8AEs and 1 SAE in the
first injection of the
two-injection group.
10 AEs in the second
injection in the
two-injection group. gure 1. Overv
3. Results (2019) [64]
WOMAC, VAS, KOOS,
ROM, K-L, Joint space
width of medial and lateral
compartment and
HKA angle
Baseline WOMAC score was
60.0 (±17.0 SD)
At 6 months post procedure
WOMAC scores were 26.7
(±13.3 SD)
Single injection of AD-MSCs led to a
55% reduction in the WOMAC total
score, 59%
in the pain score, 54% in the stiffness
score, and 54% in the physical function
score at 6 months. Significant improvements in the VAS,
KOOS, ROM scores were also seen. K-L grade, joint space width of medial
and lateral compartment, and HKA
angle did not change significantly over
6 months in either groups. No evidence of significant cartilage
regeneration in MRI at 6 months after
the injection. 8AEs
6 cases of arthralgia and 2 cases of joint
swelling after the procedure. Table 5. Outcomes and complications, n = 18. 12 of 31 Cells 2021, 10, 1365 Table 5. Cont. uthors
Outcome Measures
Pre-Treatment WOMAC
Scores
Post Treatment WOMAC Scores
Conclusions Based on Outcomes
Adverse Events
Nature of Complications
al. (2019) [49]
NPRS-11, WOMAC,
KOOS, MOAKS
WOMAC scores were 59.6
(±17.9 SD) for the one injection
group and 54.4 (±18.2 SD) for
the two-injection group
WOMAC scores were 84
(±9.4 SD) for the one injection
group and 87.3 (±8 SD) for the
two-injection group at 12 months. NPRS-11 scores were greater when
compared with baseline (< 0.05)
throughout all time points in all
treatment groups. There was no
difference however between treatment
groups. KOOS and WOMAC
improved in all subscales during
follow-up to 12 months. Two-thirds of
the control group showed cartilage
loss. 30% of the one-injection group
had further cartilage loss, 50% had
progression of osteophyte formation at
12 months. 89% in the two-injection
group had either no progression or
improvement in cartilage loss. 7 AEs and 1 SAE in
the one
injection group. 8AEs and 1 SAE in the
first injection of the
two-injection group. 10 AEs in the second
injection in the
two-injection group. Mild AEs: minor discomfort, bruising
and/or swelling after the injection. SAEs
were classified as pain and sweeling for
4 weeks after injection which impacted
the daily activities of life for the patient. al. WOMAC scores were 84
(±9.4 SD) for the one injection
group and 87.3 (±8 SD) for the
two-injection group at 12 months. gure 1. Overv
3. Results (2018) [48]
WOMAC, NPRS-11, SF-36,
WOMAC scores were 34.75
(±17.05 SD) at baseline
WOMAC scores were 25.94
(±16.09 SD), 20.38 (±19.89 SD),
22.77 (±22.72 SD), 15.00
(±11.36 SD) and 12.44 (±8.99 SD)
in the 12th, 24th, 48th, 72nd and
96th week. WOMAC scores improved with time
leading up to follow-up in all groups. Significant improvements in the
NPRS-11 scores in the low- and
high-dose groups were first observed
at three months following treatment. A statistically significant reduction in
SF-36 scores were only found in the
12th and 96th week of follow-up
The volume of knee cartilage increased
over the course of follow-up. This was
more apparent in the high-dose group
8 AEs in the low dose
group (66.67%). 7 AEs
in the middle dose
group (58.33%). 6 AEs
in the high dose
group (50%). No SAEs or deaths. All complications
were AEs. These were most commonly
transient pain and swelling of joints,
which were mild to moderate and were
spontaneously relieved within 7 days
without special treatment. One patient
experienced mild oedema and cramps of
bilateral lower extremities, which were
relieved in 21 days without treatment
and not related to the MSC treatment. al. (2019) [73]
WOMAC, VAS, K-L
WOMAC score was 45.91
(±2.8) pre procedure. (NO SE OR SD GIVEN)
WOMAC scores were 27.47
(±3.02), 15.84 (±2.5) and 12.97
(±2.3) at 3 months, 6 months and
18 months post procedure. (NO
SE OR SD GIVEN)
Significant improvement of VAS and
WOMAC scores, with a significant
pain reduction and increased mobility
at 3, 6, and 12 months follow-up. No increase in the thickness of
cartilage at 18 months. 1 SAE
Swelling persisted two months
after surgery
t al. (2019) [71]
KOOS, WOMAC, VAS
WOMAC baseline score was
55.38 (±18.8 SD)
WOMAC scores after 12 months
was 32.25 (±14.6 SD)
All scores significantly improved
after treatment. 0 AEs or SAEs
N/A
et al. (2018) [65]
KSS, HSS, Lysholm score,
VAS, MOCART
N/A
N/A
All outcomes significantly improved
at 3 and 6 months. However, there
was no further improvement beyond
12 or 18 months after treatment. N/A
N/A Table 5. Cont. WOMAC scores were 25.94
(±16.09 SD), 20.38 (±19.89 SD),
22.77 (±22.72 SD), 15.00
(±11.36 SD) and 12.44 (±8.99 SD)
in the 12th, 24th, 48th, 72nd and
96th week. WOMAC scores were 24.6
(±8.6 SD), 22.0 (±8.5 SD) and 30.1
(±8.9 SD) at 1 week, 3 months
and 6 months respectively for the
low dose group.
WOMAC scores were 45.8
(±9.1 SD), 52.8 (±9.6 SD) and 42.6
(±9.1 SD) at 1 week, 3 months
and 6 months respectively for the
middle dose group.
WOMAC scores were 61.1
(±15.3 SD), 38.4 (±16.0 SD) and
42.6 (±16.0 SD) at 1 week,
3 months and 6 months
respectively for the high
dose group. Statistically significant improvements
in WOMAC, VAS, KOOS and SAS
scores were only found in the low
dose group at 1 week, 3 months and
6 months.
No improvements in the SF-36 in
any groups. Post Treatment WOMAC Scores WOMAC scores were 43.3
12.7 SE) for the low dose
oup, 69.0 (±5.9 SE) for the
dose group and 54.2 (±5.2
) for the high dose group. WOMAC scores were 25.3
(±19.5 SE), 14.7 ± (12.7 SE) and
17.0 (±9.8 SE) at 6 months, 1 year
and 2 years respectively for the
low dose group. WOMAC scores were 48.5
(±9.5 SE), 13.1 (±10.0 SE) and 25.1
(±11.0 SE) at 6 months, 1 year and
2 years respectively for the
middle dose group. WOMAC scores were 32.8
(±6.3 SE), 16.0 (±4.4 SE) and 19.0
(±5.5 SE) at 6 months, 1 year and
2 years respectively for the high
dose group. 2
WOMAC scores were 25.3
(±19.5 SE), 14.7 ± (12.7 SE) and
17.0 (±9.8 SE) at 6 months, 1 year
and 2 years respectively for the
low dose group. WOMAC scores were 48.5
(±9.5 SE), 13.1 (±10.0 SE) and 25.1
(±11.0 SE) at 6 months, 1 year and
2 years respectively for the
middle dose group. WOMAC scores were 32.8
(±6.3 SE), 16.0 (±4.4 SE) and 19.0
(±5.5 SE) at 6 months, 1 year and
2 years respectively for the high
dose group. The WOMAC, VAS and KSS scores
improved in the high-dose group at
6 months and 1 year. Non-significant
trends in the low and middle dose
groups. Significant improvement in
KSS scores in the low dose groups up
to one year. The sports subscore of the
KOOS improved until 2 years for the
high-dose group. No statistically
significant improvements were found
in the quality-of-life subscore of the
KOOS for any of the dose groups. WOMAC scores were 43.3
(±12.7 SE) for the low dose
group, 69.0 (±5.9 SE) for the
mid dose group and 54.2 (±5.2
SE) for the high dose group. WOMAC scores were 43.3
(±12.7 SE) for the low dose
group, 69.0 (±5.9 SE) for the
mid dose group and 54.2 (±5.2
SE) for the high dose group. Significant changes in the WOMAC
and 6MWD scores were noted in both
the subsets and the total after 2 years
as compared to the baseline. MRI
evaluation demonstrated that cartilage
thickness improved. Conclusions Based on Outcomes
Adverse Events Nature of Complications NPRS-11 scores were greater when
compared with baseline (< 0.05)
throughout all time points in all
treatment groups. There was no
difference however between treatment
groups. KOOS and WOMAC
improved in all subscales during
follow-up to 12 months. Two-thirds of
the control group showed cartilage
loss. 30% of the one-injection group
had further cartilage loss, 50% had
progression of osteophyte formation at
12 months. 89% in the two-injection
group had either no progression or
improvement in cartilage loss. Mild AEs: minor discomfort, bruising
and/or swelling after the injection. SAEs
were classified as pain and sweeling for
4 weeks after injection which impacted
the daily activities of life for the patient. WOMAC scores were 25.94
(±16.09 SD), 20.38 (±19.89 SD),
22.77 (±22.72 SD), 15.00
(±11.36 SD) and 12.44 (±8.99 SD)
in the 12th, 24th, 48th, 72nd and
96th week. Cells 2021, 10, 1365 13 of 31 Table 5. Cont. Table 5. Cont. Authors
Outcome Measures
Pre-Treatment WOMAC
Scores
Post Treatment WOMAC Score
Jo et al. (2017) [62]
WOMAC, VAS, KSS,
KOOS, K-L, Joint space
width of the medial
compartment, mechanical
axis with weight bearing
line, and anatomical axis
WOMAC scores were 43.3
(±12.7 SE) for the low dose
group, 69.0 (±5.9 SE) for the
mid dose group and 54.2 (±5.2
SE) for the high dose group. WOMAC scores were 25.3
(±19.5 SE), 14.7 ± (12.7 SE) and
17.0 (±9.8 SE) at 6 months, 1 yea
and 2 years respectively for the
low dose group. WOMAC scores were 48.5
(±9.5 SE), 13.1 (±10.0 SE) and 25
(±11.0 SE) at 6 months, 1 year an
2 years respectively for the
middle dose group. WOMAC scores were 32.8
(±6.3 SE), 16.0 (±4.4 SE) and 19. (±5.5 SE) at 6 months, 1 year an
2 years respectively for the high
dose group. Bansal et al. (2017) [77]
WOMAC, 6MWD,
cartilage thickness
WOMAC score was 64 at
baseline (NO SE OR SD
GIVEN)
WOMAC scores were 52, 46, 42
38 and 41 at 3 months, 6 months
12 months, 18 months and 24
months respectively. (NO SE OR
SD GIVEN)
Pers et al. (2016) [72]
WOMAC, VAS, PGA, SAS,
KOOS, OARSI, SF-36
WOMAC scores were 63.2
(±4.1 SD) for the low dose
group, 65.5 (±8.1 SD) for the
mid dose group and 65.2
(±2.3 SD) for the high
dose group. WOMAC scores were 24.6
(±8.6 SD), 22.0 (±8.5 SD) and 30
(±8.9 SD) at 1 week, 3 months
and 6 months respectively for th
low dose group. WOMAC scores were 45.8
(±9.1 SD), 52.8 (±9.6 SD) and 42
(±9.1 SD) at 1 week, 3 months
and 6 months respectively for th
middle dose group. WOMAC scores were 61.1
(±15.3 SD), 38.4 (±16.0 SD) and
42.6 (±16.0 SD) at 1 week,
3 months and 6 months
respectively for the high
dose group. MAC
Post Treatment WOMAC Scores
Conclusions Based on Outcomes
Adverse Events WOMAC scores were 43.3
(±12.7 SE) for the low dose
group, 69.0 (±5.9 SE) for the
mid dose group and 54.2 (±5.2
SE) for the high dose group. Pre-Treatment WOMAC
Scores
Post Treatment WOMAC Scores
Conclusions Based on Outcomes Nature of Complications In the low dose group, the AE was an
individual case of nasopharyngitis, and
the SAE was a urinary calculus.
In the mid dose group AEs were
individual cases of nasopharyngitis,
arthralgia and chest pain.
In the high dose group AEs were
individual cases of nasopharyngitis,
arthralgia, back pain, cough and
hypertriglyceridemia. 1 AE and 1 SAE in the
low dose group
(66.6%). 2 AEs in the
mid dose group
(66.6%). 5 AEs in the
high dose group
(41.66%). 3AEs in the ASC
group and 26 AEs in
the SVF group. WOMAC scores were 44.0
(±4.4 SE), 30.0 (±12.0 SE), 38.7
(±24.7 SE) and 25.3 (±19.5 SE) at
1, 2, 3 and 6 months respectively
for the low dose group.
WOMAC scores were 72.3
(±4.3 SE), 51.3 (±6.5 SE), 51.3
(±6.7 SE) and 48.5 (±11.0 SE) at 1,
2, 3 and 6 months respectively for
the mid dose group.
WOMAC scores were 45.5
(±4.5 SE), 40.1 (±6.0 SE), 37.0
(±6.8 SE) and 32.8 (±6.3 SE) at 1,
2, 3 and 6 months respectively for
the high dose group. Significant improvement of the
WOMAC and VAS at 6 months
compared with baseline in the
high-dose groups. This was not seen
in the other treatment groups.
Knee subsection of KSS significantly
increased in the low-dose and the
high-dose groups, but improvements
in the function subsection of seen in
the low-dose group only.
Other parameters did not change
significantly at 6 months in
any groups.
The ICRS grade of the cartilage defect
significantly improved in the medial
femoral and tibial condyle in the
high-dose group at second-look
arthroscopy. No significant change
was found in the lateral parts of
the joint. Table 5. Cont. Table 5. Cont. thors
Outcome Measures
Pre-Treatment WOMAC
Scores
Post Treatment WOMAC Scores WOMAC scores were 43.3
(±12.7 SE) for the low dose
group, 69.0 (±5.9 SE) for the
mid dose group and 54.2
(±5.2 SE) for the high
dose group. Post Treatment WOMAC Scores Significant changes in the WOMAC
and 6MWD scores were noted in both
the subsets and the total after 2 years WOMAC scores were 52, 46, 42,
38 and 41 at 3 months, 6 months, WOMAC score was 64 at
baseline (NO SE OR SD
GIVEN) 12 months, 18 months and 24
months respectively. (NO SE OR
SD GIVEN) y
as compared to the baseline. MRI
evaluation demonstrated that cartilage
thickness improved. 14 of 31 Cells 2021, 10, 1365 In the ASC group, there was 1 case of
joint swelling after the injection and
2 cases of abdominal induration after
harvest. These were all self-limiting.
In the SVF group, there were 3 cases of
joint swelling after the injection. There
were 6 cases of abdominal pain, 5 cases
of abdominal swelling and 12 cases of
abdominal induration after harvest. All groups displayed a reduction in
total WOMAC score from baseline at
6 month follow-up.
All treated groups continued to
demonstrate lower total WOMAC
scores 1 year after injection as
compared with baseline scores and
sixth month scores. There was no
change in cartilage thickness detected
at six month follow-up. In the treated group, all scores
including VAS, WOMAC pain,
WOMAC stiffness, and knee ROM was
founded to be significantly improved
at one, three, six, and 12-months
follow-up as compared with baseline
scores within the treated groups and
against control groups. Both WORMS
and MOCART MRI scores showed a
statistically significant improvement
in the treatment group, while a
deterioration in the control group. Baseline WOMAC pain score
was 9.50 (±3.92 SD) for the
control group and was 9.44
(±3.90 SD) for the
treatment group.
Baseline WOMAC stiffness
score was 3.00 (±1.55 SD) for
the control group and was 3.31
(±1.82 SD) for the
treatment group. WOMAC pain scores were 8.94
(±4.98 SD), 11.56 (±6.84 SD),
12.88 (±5.73 SD) and 15.19
(±4.29 SD) at 1 month, 3 months,
6 months and 12 months
respectively for the control group.
WOMAC stiffness scores were
4.38 (±2.22 SD), 4.94 (±2.49 SD),
5.44 (±2.56 SD) and 5.69
(±2.57 SD) at 1 month, 3 months,
6 months and 12 months
respectively for the control group.
WOMAC pain scores were 6.25
(±3.02 SD), 2.13 (±3.52 SD), 1.5
(±3.84 SD) and 1.44 (±4.77 SD) at
1 month, 3 months, 6 months and
12 months respectively for the
treatment group.
WOMAC stiffness scores were
1.75 (±1.59 SD), 1.12 (±1.80 SD),
0.81 (±1.59 SD) and 1.06
(±2.11 SD) at 1 month, 3 months,
6 months and 12 months
respectively for the
treatment group. WOMAC scores for the placebo
was 26.0, 22.9, 37.2 and 41.9 at 6
weeks, 3 months, 6 months and
1 year respectively.
Median values were
23.0(14.2–37.4), 20.0 (16.0–32.0),
30.2 (21.4–55.2), 41.0 (19.5–55.2).
WOMAC scores for the low dose
group was 24.8, 19.7, 23.7 and 21.8
at 6 weeks, 3 months, 6 months
and 1 year respectively.
Median values were 20.0
(10.7–37.4), 14.0 (5.3–35.6), 26.7
(8.9–32.0), 12.5 (7.1–35.6)
WOMAC scores for the high dose
group was 25.7, 26.5, 20.0 and 13.2
at 6 weeks, 3 months, 6 months
and 1 year respectively.
Median values were 27.0
(14.2–36.0), 27.0 (10.7–34.7), 8.9
(3.6–32.0), 3.6 (0.0–26.7) Pre-Treatment WOMAC
Scores
Post Treatment WOMAC Scores
Conclusions Based on Outcomes Nature of Complications Adverse Events Significant improvement of the
WOMAC and VAS at 6 months
compared with baseline in the
high-dose groups. This was not seen
in the other treatment groups. Knee subsection of KSS significantly
increased in the low-dose and the
high-dose groups, but improvements
in the function subsection of seen in
the low-dose group only. Other parameters did not change
significantly at 6 months in
any groups. The ICRS grade of the cartilage defect
significantly improved in the medial
femoral and tibial condyle in the
high-dose group at second-look
arthroscopy. No significant change
was found in the lateral parts of
the joint. Change in KOOS symptoms occurred
earlier in the AMSC group than the
SVF group, with significant
improvement detected at 3 months
follow-up. The extent of VAS improvement after
injection was greatest in patients with
mildest. Patients in the AMSC group
had a greater improvement in VAS
than patients in the SVF group,
regardless of the extent of OA
at baseline. The proportion of patients who
responded to treatment as determined
by the OMERACT-OARSI responder
criteria was greater in the AMSC
group than the SVF. In the ASC group, there was 1 case of
joint swelling after the injection and
2 cases of abdominal induration after
harvest. These were all self-limiting. In the SVF group, there were 3 cases of
joint swelling after the injection. There
were 6 cases of abdominal pain, 5 cases
of abdominal swelling and 12 cases of
abdominal induration after harvest. Th
ll
lf li
i i Yokota et al. (2019) [75]
KOOS, VAS, OARSI, K-L
N/A
N/A These were all self-limiting. Cells 2021, 10, 1365 15 of 31 15 of 31 Table 5. Cont. 10 AEs
4 AEs relating to abdominal pain after
harvest which resolved after 1 week.
6 cases of pain and swelling in both
knees after surgery. These all resolved
after 2 weeks with analgesia. Table 5. Cont. Authors
Outcome Measures
Pre-Treatment WOMAC
Scores
Post Treatment WOMAC Scores
Garza et al. (2020) [69]
WOMAC, OS
Baseline WOMAC scores were
49.3 for the placebo group, 56.2
for the low dose group and 47.1
for the high dose group (THIS
WAS THE MEAN. NO SE OR
SD WAS GIVEN) Median was
49.8 (37.4–57.0), 51.6 (46.3–62.3)
and 49.8 (35.6–55.2) for the
placebo, low dose and high
dose groups. WOMAC scores for the placebo
was 26.0, 22.9, 37.2 and 41.9 at 6
weeks, 3 months, 6 months and
1 year respectively. Median values were
23.0(14.2–37.4), 20.0 (16.0–32.0),
30.2 (21.4–55.2), 41.0 (19.5–55.2). WOMAC scores for the low dose
group was 24.8, 19.7, 23.7 and 21.8
at 6 weeks, 3 months, 6 months
and 1 year respectively. Median values were 20.0
(10.7–37.4), 14.0 (5.3–35.6), 26.7
(8.9–32.0), 12.5 (7.1–35.6)
WOMAC scores for the high dose
group was 25.7, 26.5, 20.0 and 13.2
at 6 weeks, 3 months, 6 months
and 1 year respectively. Median values were 27.0
(14.2–36.0), 27.0 (10.7–34.7), 8.9
(3.6–32.0), 3.6 (0.0–26.7)
Hong et al. (2019) [70]
VAS, WOMAC, ROM,
WORMS, MOCART
Baseline WOMAC pain score
was 9.50 (±3.92 SD) for the
control group and was 9.44
(±3.90 SD) for the
treatment group. Baseline WOMAC stiffness
score was 3.00 (±1.55 SD) for
the control group and was 3.31
(±1.82 SD) for the
treatment group. WOMAC pain scores were 8.94
(±4.98 SD), 11.56 (±6.84 SD),
12.88 (±5.73 SD) and 15.19
(±4.29 SD) at 1 month, 3 months,
6 months and 12 months
respectively for the control group. WOMAC stiffness scores were
4.38 (±2.22 SD), 4.94 (±2.49 SD),
5.44 (±2.56 SD) and 5.69
(±2.57 SD) at 1 month, 3 months,
6 months and 12 months
respectively for the control group. WOMAC pain scores were 6.25
(±3.02 SD), 2.13 (±3.52 SD), 1.5
(±3.84 SD) and 1.44 (±4.77 SD) at
1 month, 3 months, 6 months and
12 months respectively for the
treatment group. WOMAC stiffness scores were
1.75 (±1.59 SD), 1.12 (±1.80 SD),
0.81 (±1.59 SD) and 1.06
(±2.11 SD) at 1 month, 3 months,
6 months and 12 months
respectively for the
treatment group. Post Treatment WOMAC Scores
Conclusions Based on Outcomes
Adverse Events For KL OA grade 2 patients,
WOMAC scores were 24.25
(±19.77 SD) and 18.25
(±20.07 SD) at 12 and 24 months
respectively.
For KL OA grade 3 patients,
WOMAC scores were 18.21
(±8.20 SD) and 9.00 (±8.46 SD) at
12 and 24 months respectively. Table 5. Cont. Table 5. Cont. Outcome Measures
Pre-Treatment WOMAC
Scores
Post Treatment WOMAC Scores
Conclusions Based on Outcomes
Adverse Events
Nature of Complications
78]
VAS, WOMAC, OS, BME,
K-L
WOMAC scores were 52.0
(±18.26 SD) and 42.64
(±12.51 SD) at baseline for
patients with KL OA grade 2
and 3 respectively. For KL OA grade 2 patients,
WOMAC scores were 24.25
(±19.77 SD) and 18.25
(±20.07 SD) at 12 and 24 months
respectively. For KL OA grade 3 patients,
WOMAC scores were 18.21
(±8.20 SD) and 9.00 (±8.46 SD) at
12 and 24 months respectively. No significant difference was found
between the VAS scores of the
treatment and placebo groups at
12 months.A decreasing trend in the
VAS and WOMAC scores of the
treatment group was observed up to
24 months compared to controls. Between 12 and 24 months, the VAS
scores increased in the placebo group. MRI results showed that after
24 months of treatment, bone marrow
oedema was decreased in both the
placebo and the SVF treatment groups,
the latter demonstrated a greater effect. The Outbridge score also decreased in
the SVF-treated group. N/A
N/A
[68]
JKOM, WOMAC, VAS
Baseline WOMAC scores were
49.6 (±20.4 SD)
WOMAC scores were 43.0
(±17.4 SD) and 36.5 (±21.9 SD) at
1 month and 6 months after
treatment respectively
JKOM, WOMAC, and VAS scores
were significantly improved compared
to baseline one month following
treatment. This effect was also
observed at the six-month visit. JKOM
scores improved by an average of 35%
over baseline compared to a 32%
improvement in WOMAC, and 40%
for VAS. 26 AEs
All patients experienced pain and
swelling at the fat harvest and injection
sites. These however resolved after a few
days with analgesia. [67]
WOMAC, Lysholm score,
VAS, OS, BME, JMA,
WOMAC scores for the placebo
group was 47.27 (±17.13 SD). WOMAC scores for the
treatment group was 42.87
(±16.29 SD)
WOMAC scores for the placebo
group was 23.27 (±15.61 SD) and
25.60 (±19.69 SD) at 6 and
12 months respectively. WOMAC scores for the treatment
group were 19.27 (±14.87 SD) and
17.33 (±14.91 SD) at 6 and
12 months respectively. WOMAC scores significantly
decreased compared with baseline
scores at 6 and 12 months.WOMAC
scores between the treatment and
placebo groups were not significantly
different at 12 months, but a
significant difference was seen at
18 months. Post Treatment WOMAC Scores All groups displayed a reduction in
total WOMAC score from baseline at
6 month follow-up. All treated groups continued to
demonstrate lower total WOMAC
scores 1 year after injection as
compared with baseline scores and
sixth month scores. There was no
change in cartilage thickness detected
at six month follow-up. 0 AEs or SAEs
N/A (3.6–32.0), 3.6 (0.0–26.7) WOMAC pain scores were 8.94
(±4.98 SD), 11.56 (±6.84 SD),
12.88 (±5.73 SD) and 15.19
(±4.29 SD) at 1 month, 3 months,
6 months and 12 months
respectively for the control group. WOMAC stiffness scores were
4.38 (±2.22 SD), 4.94 (±2.49 SD),
5.44 (±2.56 SD) and 5.69
(±2.57 SD) at 1 month, 3 months,
6 months and 12 months
respectively for the control group. WOMAC pain scores were 6.25
(±3.02 SD), 2.13 (±3.52 SD), 1.5
(±3.84 SD) and 1.44 (±4.77 SD) at
1 month, 3 months, 6 months and
12 months respectively for the
treatment group. WOMAC stiffness scores were
1.75 (±1.59 SD), 1.12 (±1.80 SD),
0.81 (±1.59 SD) and 1.06
(±2.11 SD) at 1 month, 3 months,
6 months and 12 months
respectively for the
treatment group. In the treated group, all scores
including VAS, WOMAC pain,
WOMAC stiffness, and knee ROM was
founded to be significantly improved
at one, three, six, and 12-months
follow-up as compared with baseline
scores within the treated groups and
against control groups. Both WORMS
and MOCART MRI scores showed a
statistically significant improvement
in the treatment group, while a
deterioration in the control group. 10 AEs
4 AEs relating to abdominal pain after
harvest which resolved after 1 week. 6 cases of pain and swelling in both
knees after surgery. These all resolved
after 2 weeks with analgesia. 10 AEs
4 AEs relating to abdominal pain after
harvest which resolved after 1 week. 6 cases of pain and swelling in both
knees after surgery. These all resolved
after 2 weeks with analgesia. Cells 2021, 10, 1365 16 of 31 WOMAC scores for the placebo
group was 23.27 (±15.61 SD) and
25.60 (±19.69 SD) at 6 and
12 months respectively.
WOMAC scores for the treatment
group were 19.27 (±14.87 SD) and
17.33 (±14.91 SD) at 6 and
12 months respectively. WOMAC scores were 43.0
(±17.4 SD) and 36.5 (±21.9 SD) at
1 month and 6 months after
treatment respectively Table 5. Cont. VAS and Lysholm scores
improved in the treatment group
compared to pre treatment scores at all
follow-up timepoints. 0 AEs or SAEs
N/A
66]
WOMAC, lysholm score,
VAS, WORMS
Baseline WOMAC score was
49.9 (±12.6 SD)
After final follow-up post
procedure WOMAC scores were
30.3 (±9.2 SD)
WOMAC scores decreased in the
treatment group over the follow-up
period. Greater changes in WOMAC
score were seen in subjects injected
with greater cell numbers. Lysholm and VAS scores also
significantly improved over the
follow-up period. Significant
reduction was observed in the
WORMS cartilage subscore. 1 AE
Notable pain and swelling after injection
for 2 weeks. This was self-limiting. Outcome Measures
Pre-Treatment WOMAC
Scores
Post Treatment WOMAC Scores WOMAC scores were 52.0
(±18.26 SD) and 42.64
(±12.51 SD) at baseline for
patients with KL OA grade 2
and 3 respectively. WOMAC scores were 52.0
(±18.26 SD) and 42.64
(±12.51 SD) at baseline for
patients with KL OA grade 2
and 3 respectively. JKOM, WOMAC, and VAS scores
were significantly improved compared
to baseline one month following
treatment. This effect was also
observed at the six-month visit. JKOM
scores improved by an average of 35%
over baseline compared to a 32%
improvement in WOMAC, and 40%
for VAS. WOMAC scores were 43.0
(±17.4 SD) and 36.5 (±21.9 SD) at
1 month and 6 months after
treatment respectively WOMAC scores for the placebo
group was 47.27 (±17.13 SD). WOMAC scores for the
treatment group was 42.87
(±16.29 SD) After final follow-up post
procedure WOMAC scores were
30.3 (±9.2 SD) Koh et al. (2013) [66]
WOMAC, lysholm score,
VAS, WORMS Baseline WOMAC score was
49.9 (±12.6 SD) 17 of 31 Cells 2021, 10, 1365 17 of 31 Table 5. Cont. Authors
Outcome Measures
Pre-Treatment WOMAC
Scores
Post Treatment WOMAC Scores
Conclusions Based on Outcomes
Adverse Events
Nature of Complications
Panni et al. (2019) [74]
IKS, VAS,
N/A
N/A
96.2% of treated subjects reported
improvements in knee function
and/or pain. A subset (62%) achieved complete or
near-complete function recovery
and/or pain relief. Two (3.9%) patients
reported slight reduction of the pain. Table 5. Cont. 3AEs
Transient haematoma after harvest
6MWD = 6 Minute Walk Distance, BMA = Bone Marrow Oedema, HKA = hip-knee-ankle, HSS = Hospital for Special Surgery Knee score, ICRS = International Cartilage Repair Society, IKS = International
Knee Society, JKOM = Japanese Knee Osteoarthritis Measure, JMA = Joint Motion Amplitude, KOOS = Knee Injury and Osteoarthritis Outcome Score, K-L = Kellgren-Lawrence, KSS = Knee Society Score,
MOAKs = MRI Osteoarthritis Knee Score, MOCART = 2D Magnetic Resonance Observation of Cartilage Repair Tissue, NPRS = Numeric Pain Rating Scale, OARSI = Osteoarthritis Research Society International,
OS = Outerbridge Classification System, PGA = Patient Global Assessment score, ROM = range of motion, SAS = Short Arthritis Assessment scale, SF-36 = Short Form-36, WOMAC = Western Ontario and
McMaster Universities Osteoarthritis Index, WORMS = Whole-Organ MRI Score, VAS = visual analogue scale. 6MWD = 6 Minute Walk Distance, BMA = Bone Marrow Oedema, HKA = hip-knee-ankle, HSS = Hospital for Special Surgery Knee score, ICRS = International Cartilage Repair Society, IKS = International
Knee Society, JKOM = Japanese Knee Osteoarthritis Measure, JMA = Joint Motion Amplitude, KOOS = Knee Injury and Osteoarthritis Outcome Score, K-L = Kellgren-Lawrence, KSS = Knee Society Score,
MOAKs = MRI Osteoarthritis Knee Score, MOCART = 2D Magnetic Resonance Observation of Cartilage Repair Tissue, NPRS = Numeric Pain Rating Scale, OARSI = Osteoarthritis Research Society International,
OS = Outerbridge Classification System, PGA = Patient Global Assessment score, ROM = range of motion, SAS = Short Arthritis Assessment scale, SF-36 = Short Form-36, WOMAC = Western Ontario and
McMaster Universities Osteoarthritis Index, WORMS = Whole-Organ MRI Score, VAS = visual analogue scale. Cells 2021, 10, 1365 18 of 31 18 of 31 Forest plots were created, according to the follow-up time periods utilised, to an
yse changes in WOMAC scores post AMSC and SVF treatment (Figure 2) in the tre
ment group. Cells 2021, 10, x
17 of 30
Figure 2. Table 5. Cont. Forest plots showing percentage changes in WOMAC score less than one month after treatment (a), approxi-
mately two months after treatment (b), three months after treatment (c), six months after treatment (d), twelve months
after treatment (e), eighteen months after treatment (f) and twenty-four months after treatment (g) (1-inj = 1 injection, 2-
inj = 2 injections, 3-inj = 3 injections, CI = confidence intervals, df = degrees of freedom, HD = high dose, LD = low dose,
MD = middle dose, N = number, RE = random effects, Tx = treatment group). Figure 2. Forest plots showing percentage changes in WOMAC score less than one month after treatment (a), approxi-
mately two months after treatment (b), three months after treatment (c), six months after treatment (d), twelve months
after treatment (e), eighteen months after treatment (f) and twenty-four months after treatment (g) (1-inj = 1 injection,
2-inj = 2 injections, 3-inj = 3 injections, CI = confidence intervals, df = degrees of freedom, HD = high dose, LD = low dose,
MD = middle dose, N = number, RE = random effects, Tx = treatment group). Forest plots were created, according to the follow-up time periods utilised, to anal-
yse changes in WOMAC scores post AMSC and SVF treatment (Figure 2) in the treat-
ment group. 17 of 30 Figure 2. Forest plots showing percentage changes in WOMAC score less than one month after treatment (a), approxi-
mately two months after treatment (b), three months after treatment (c), six months after treatment (d), twelve months
after treatment (e), eighteen months after treatment (f) and twenty-four months after treatment (g) (1-inj = 1 injection, 2-
inj = 2 injections, 3-inj = 3 injections, CI = confidence intervals, df = degrees of freedom, HD = high dose, LD = low dose,
MD = middle dose, N = number, RE = random effects, Tx = treatment group). Figure 2. Table 5. Cont. Forest plots showing percentage changes in WOMAC score less than one month after treatment (a), approxi-
mately two months after treatment (b), three months after treatment (c), six months after treatment (d), twelve months
after treatment (e), eighteen months after treatment (f) and twenty-four months after treatment (g) (1-inj = 1 injection,
2-inj = 2 injections, 3-inj = 3 injections, CI = confidence intervals, df = degrees of freedom, HD = high dose, LD = low dose,
MD = middle dose, N = number, RE = random effects, Tx = treatment group). Figure 2. Forest plots showing percentage changes in WOMAC score less than one month after treatment (a), approxi-
mately two months after treatment (b), three months after treatment (c), six months after treatment (d), twelve months
after treatment (e), eighteen months after treatment (f) and twenty-four months after treatment (g) (1-inj = 1 injection, 2-
inj = 2 injections, 3-inj = 3 injections, CI = confidence intervals, df = degrees of freedom, HD = high dose, LD = low dose,
MD = middle dose, N = number, RE = random effects, Tx = treatment group). Figure 2. Forest plots showing percentage changes in WOMAC score less than one month after treatment (a), approxi-
mately two months after treatment (b), three months after treatment (c), six months after treatment (d), twelve months
after treatment (e), eighteen months after treatment (f) and twenty-four months after treatment (g) (1-inj = 1 injection,
2-inj = 2 injections, 3-inj = 3 injections, CI = confidence intervals, df = degrees of freedom, HD = high dose, LD = low dose,
MD = middle dose, N = number, RE = random effects, Tx = treatment group). Cells 2021, 10, 1365
mont
in W 19 of 31
ment
other 19 of 31
ment
other Figure 2a shows all four studies which documented WOMAC scores less than 1 month
after treatment [63,68,70,72,78]. There was a statistically significant improvement in
WOMAC scores in the individual arm studies, and in the high dose groups of the other
studies. The pooled analysis showed a −20.24% change [95% CI −35.70, −4.78] suggesting
that use of AMSCs and SVF resulted in a statistically significant improvement in WOMAC
scores less than a month after treatment [Q = 232.46, p < 0.0001]. Table 5. Cont. Figure 2b–g show all
studies which evaluated WOMAC scores at approximately two months, three months,
six months, twelve months, eighteen months and twenty-four months after treatment,
respectively [48,49,62–64,66–73,78] The plots show that there are statistically significant
improvements in WOMAC scores in all arms of all treatment groups across the follow-up
periods between two and twenty-four months. The pooled analysis was −37.69% change
[95% CI −50.30, −25.08, Q = 25.85, p < 0.0001] post two month treatment, −41.84% [95% CI
−53.52, −30.17, Q = 200.89, p < 0.0001] post three month treatment, −40.07% [95% CI
−54.44, −39.65, Q = 273.47, p < 0.0001] post six month treatment, −58.44% [95% CI −66.41,
−50.47, Q = 85.71, p < 0.0001] post twelve month treatment, −65.69% [−80.05, −51.32,
Q = 5.26, p = 0.022] post eighteen month treatment and −62.11% [95% CI −72.68, −51.54,
Q = 93.51, p < 0.0001] post twenty-four month treatment. SCs and SVF resulted in a statistically significant improvement in WOMAC
n a month after treatment [Q = 232.46, p < 0.0001]. Figure 2b–g show all
valuated WOMAC scores at approximately two months, three months, six
months, eighteen months and twenty-four months after treatment, respec-
–64,66–73,78] The plots show that there are statistically significant im-
WOMAC scores in all arms of all treatment groups across the follow-up
n two and twenty-four months. The pooled analysis was −37.69% change
−25.08, Q = 25.85, p < 0.0001] post two month treatment, −41.84% [95% CI
Q = 200.89, p < 0.0001] post three month treatment, −40.07% [95% CI −54.44,
47, p < 0.0001] post six month treatment, −58.44% [95% CI −66.41, −50.47, Q
001] post twelve month treatment, −65.69% [−80.05, −51.32, Q = 5.26, p =
hteen month treatment and −62.11% [95% CI −72.68, −51.54, Q = 93.51, p <
enty-four month treatment. ot was created to show a summary of the pooled analyses for the respective
s (Figure 3) A forest plot was created to show a summary of the pooled analyses for the respective
follow-up times (Figure 3). s (Figure 3). showing pooled analyses of percentage changes in WOMAC scores across the different follow-up
ce intervals df = degrees of freedom N = number RE = random effects Tx = treatment group)
Figure 3. Table 5. Cont. Forest plot showing pooled analyses of percentage changes in WOMAC scores across the different follow-up
times (CI = confidence intervals, df = degrees of freedom, N = number, RE = random effects, Tx = treatment group). showing pooled analyses of percentage changes in WOMAC scores across the different follow-up
e intervals df = degrees of freedom N = number RE = random effects Tx = treatment group)
Figure 3. Forest plot showing pooled analyses of percentage changes in WOMAC scores across the different follow-up
times (CI = confidence intervals, df = degrees of freedom, N = number, RE = random effects, Tx = treatment group). showing pooled analyses of percentage changes in WOMAC scores across the different follow-up
e intervals, df = degrees of freedom, N = number, RE = random effects, Tx = treatment group)
Figure 3. Forest plot showing pooled analyses of percentage changes in WOMAC scores across the different follow-up
times (CI = confidence intervals, df = degrees of freedom, N = number, RE = random effects, Tx = treatment group). showing pooled analyses of percentage changes in WOMAC scores across the different follow-up
e intervals df = degrees of freedom N = number RE = random effects Tx = treatment group)
Figure 3. Forest plot showing pooled analyses of percentage changes in WOMAC scores across the different follow-up
times (CI = confidence intervals, df = degrees of freedom, N = number, RE = random effects, Tx = treatment group). ,
,
,
g
p)
hows the pooled analyses for all the follow-up time periods. In every fol-
reatment, there was an improvement in WOMAC scores. This improvement
me went on, between less than month and up to 18 months post-treatment. ght reduction in improvement at 24 months, compared to 18 months. These
Figure 3 shows the pooled analyses for all the follow-up time periods. In every follow-
up, post-treatment, there was an improvement in WOMAC scores. This improvement
increased as time went on, between less than month and up to 18 months post-treatment. There was a slight reduction in improvement at 24 months, compared to 18 months. These
analyses were further pooled showing −48.02% [−59.16, −36.88, Q = 34.33, p < 0.0001]. Cells 2021, 10, 1365 20 of 31 20 of 31 This suggests that overall, there was a statistically significant improvement in WOMAC
scores post treatment. 3.2. Follow-Up The most common follow-up period was 6.5 months [63,64,72,74]. Three studies had
a follow-up of 12 months [69–71]. Three studies had a follow-up of 24 months [38,60,61]. One study had a follow-up of one month [68]. Five studies had a follow-up between 12 and
24 months [49,65,67,73,74]. Two studies had a follow-up greater than 24 months [62,66]. 3.3. Adverse Events Only two studies have been found which did not report whether adverse events
(AEs) or severe adverse events (SAEs) occurred during the clinical study [65,78] The
rest of the studies all reported AEs. Two studies observed no AEs or SAEs during the
study [67,71]. One of these studies however had four cases of complications which were
deemed unrelated to the treatment regimen. These complications were high blood pressure,
chest pain, dyspnoea, and urinary retention [67]. Eleven studies reported that subjects
commonly experienced either transient pain or swelling of the joint after injection of the
AMSCs or SVF [48,49,64–70,72–74,77]. In most patients this resolved spontaneously. In
some patients, paracetamol was administered after which this resolved. Some studies also
reported that subjects experienced discomfort at the site of lipoharvest [49,68,74]. However,
this was resolved on further follow-up. Three studies reported patients experienced internal
haematomas at the site of lipoharvest [49,74]. Four studies reported SAEs [49,63–66,72]. One subject in one study had a urinary stone. The subject had a past medical history of
stones, and this was subsequently treated [63]. In another study, a subject experienced
angina pectoris. However, they had risk factors of hypertension and hyperlipidaemia which
predisposed them to the condition. In the remaining two studies, two patients and one
patient respectively experienced severe pain and swelling following the procedure [49,66]. The two patients recovered after four weeks, while the single patient recovered after
two weeks. 3.1. Classification of Osteoarthritis Most studies in the literature used the Kellgren-Lawrence (KL) radiological classifica-
tion of osteoarthritis to grade the severity of OA in patients [48,49,62–64,66–71,73–75,78]. Due to the subjective nature of clinical diagnoses of OA, this was not used in any stud-
ies. Several of the included studies used this classification in their inclusion and ex-
clusion criteria where for example, patients with a KL grade of one would not be in-
cluded [48,49,63,64,66–69,71,72,75,78] in the study. Some studies also only included pa-
tients who had an average pain intensity of four or more on the 10-point visual analogue
scale for at least four months [48,63,64,70]. One study used the IKDC classification to grade
OA [65] and another used the Brandt Radiographic Grading Scale for Osteoarthritis [77]. 4. Discussion End-stage knee OA is currently managed with joint replacement surgery. This, how-
ever, does not target the underlying disease process of OA, but rather the end stage symp-
toms. Treatment options such as cartilage repair and osteotomy can delay the progression
of OA, but do not modify the disease [79,80]. Recently, use of AMSCs has sprung into the
clinical purview. AMSCs have the potential to regenerate new healthy articular cartilage
and thus alleviate the symptoms of knee OA. The results of this systematic review and
meta-analysis demonstrate that use of both AMSC and SVF treatments significantly reduce
WOMAC pain scores. This suggests that these treatments provide improved function and
a reduction in pain. p
Numerous advantages of AMSCs have been described in the literature [76,81]. How-
ever, despite this, there is limited information on this topic in the literature, especially with
regards to human studies. Animal studies are more widespread since the safety of use of
AMSCs had to first be established, this was first conducted in mice. ter Huurne et al. (2012)
conducted such a study (C57BL/6 mice), with early-stage collagenase induced OA. They
found that injection of AMSCs into the knee joints of these mice, led to a reduction and
inhibition of cartilage destruction and formation of enthesophytes. In addition, there was
reduced synovial thickening and the treatments were safe. Use of mice studies, have allowed the evaluation of safety of AMSC transplantation
to treat knee OA. Song et al., (2018) conducted a human clinical trial using adipose tissue
derived stem cells. However, they first conducted preclinical safety tests in vitro and
on BALB/c-nu nude mice. After confirming the safety of administering AMSCs isolated
through their methodologies, they enrolled 18 patients in their clinical study. These patients
were separated into three groups: low-dose (1 × 107), mid-dose (2 × 107), and high-dose
(3 × 107). Each patient was injected three times and followed up over a course of 96 weeks. They found that use of AMSCs is safe for human use. y
This study and several others documented AEs and SAEs. However, despite these
occurrences, they did not cause long term detriments to the patients’ quality of life and in
most cases spontaneously resolved. As such several studies deemed AMSC therapy to be
safe [48,49,63,65,72–74]. 3.4. Outcome Measures Several studies recorded two primary outcomes: clinical and radiological outcomes. Studies utilised patient reported outcome measures (PROMs) to document clinical out-
comes and the PROMs used varied greatly between studies (Tables 4 and 5). The most
widely employed scoring systems were the Western Ontario and McMaster Universities
Osteoarthritis Index (WOMAC), and the visual analogue scale (VAS). The former was used
by fifteen studies, while the latter was used by fourteen studies. The Knee Injury and
Osteoarthritis Outcome Score (KOOS) was used by six studies. The Knee Society Score
(KSS) was used by three studies. The Lysholm score was also employed by three studies. The Numeric Pain Rating Scale (NPRS), range of motion (ROM) and bone marrow oedema
(BME) scoring were utilized by two studies. The Short Form-36 (SF-36), Hospital for Special
Surgery Knee score (HSS), Patient Global Assessment score (PGA), Short Arthritis Assess-
ment scale (SAS), International Knee Society (IKS) score, Japanese Knee Osteoarthritis Cells 2021, 10, 1365 21 of 31 21 of 31 Measure (JKOM), Joint Motion Amplitude (JMA) and the six minute walking distance
score (6MWD) were each utilized by one study. Fewer papers assessed radiological outcomes. Six studies used radiographs to assess
KL grades of patients after the said treatment was given. Several studies utilised Magnetic
Resonance Imaging (MRI) to assess cartilage defects in the knee of patients. However, only
seven of these used standardised radiological scoring systems. Freitag et al., (2019) used the
MRI Osteoarthritis Knee Score (MOAKs). Koh et al., (2013) utilised the Whole-Organ MRI
Score (WORMS) [66]. Spasovski et al. (2018) used the 2D Magnetic Resonance Observation
of Cartilage Repair Tissue (MOCART) score [65]. Hong et al., (2019) used both WORMS
and MOCART [70]. Nguyen et al., (2016), Garza et al., (2020) and Tran et al., (2019), all
used the Outerbridge Classification System (OS) [67,69,78]. Only two studies conducted a second look arthroscopy and subsequent histological
analysis of the cartilage. Jo et al., (2014) used the International Cartilage Repair Society
(ICRS) score for histological grading [63], while Pers et al. (2016) used Osteoarthritis
Research Society International (OARSI) for histological grading [72]. 4. Discussion AMSC or SVF post treatment outcomes were determined by changes in WOMAC
scores in fourteen of the eighteen studies included in this systematic review. One study
conducted by Bansal et al. (2017) also used WOMAC scores, however since standard
deviation or error figures were not provided, this was excluded from quantitative meta-
analysis [77]. In the main pooled analysis, it was demonstrated that use of AMSCs and SVF in knee
osteoarthritic joints improved WOMAC scores. All studies that documented WOMAC
scores between two months and 24 months after treatment found that there was a sta- Cells 2021, 10, 1365 22 of 31 22 of 31 tistically significant improvement in WOMAC scores after treatment. This was the case,
regardless of the dose of AMSC or SVF used, or number of injections administered, sug-
gesting that the less laborious preparation of SVF compared to MSCs may be an advantage
as both therapies achieve good clinical outcomes. Furthermore, the pooled analyses in
Figure 3 illustrates that there is a statistically significant improvement in WOMAC scores
across all follow-up times, suggesting disease modification that persists and long-term
efficacy without the need for repeat administration of treatment. These improvements in-
creased as time from initial treatment increased between less than one month and eighteen
months post treatment. After this, at twenty-four months there was a slight decrease in
improvements in WOMAC scores. Overall, this suggests that the therapies act beyond
short-term analgesia, and lead to changes in the disease process. Improvements in these
scores suggest that these AMSC and SVF treatments reduce pain and improve knee func-
tion in patients with knee OA. Due to the low number of studies that compared AMSC
and SVF therapies, we were unable to conduct a meta-analysis to directly compare these
therapies. As there were also significant heterogeneity in the studies, subgroup analyses of
AMSC and SVF separately could not be conducted to yield meaningful results. The pooled
analysis in this review offers findings that are generalizable to multiple adipose derived
cell-based therapies. p
Out of the eighteen studies included in this review, five investigated the effects
dose of AMSCs, had on outcomes [48,62,63,72]. In four of the studies, patients were
divided into three groups: a low dose group, medium dose group and high dose group. 4. Discussion Three of these studies found that patients in the high dose group gained greater clinical
improvements than those in the low and medium dose groups. This suggests that there
is a relationship between the number of AMSCs administered and the therapeutic effect
gained. This seems intuitive, as joint-native MSCs in OA patients may have diminished
capacity to proliferate and repair cartilage [82]. Thus, provision of healthy, functional
MSCs could prevent further cartilage loss and repair existing defects. This is in line
with conclusions made by two studies which investigated radiological outcomes. They
discovered greatest reduction in cartilage defects were found in the high dose groups [62,63]. One can posit that this suggests that increasing dose is correlated with greater regenerative
potential. Conclusions drawn by Pers et al., (2016) differed with the aforementioned
studies, finding that the lowest dose group had the best improvements in clinical outcomes. This may have arisen, since the authors documented that the patients with the highest
levels of inflammation were those in the low dose group [72]. AMSCs could have been
primed to exert their immunoregulatory functions more efficiently in this more prominent
inflammatory background. However other studies in the literature show similar findings,
implying that lower dose administration of AMSCs may be more effective than high
dose [83,84]. If low doses of AMSCs, are just as or more effective than high doses, then
clinical and radiological improvements do not correlate with the number of cells used. Using less cells may reduce the laborious preparation required. Moreover, this may cut
down on costs, making AMSCs more appealing for clinical use. Since very few studies
investigated doses on outcomes, subgroup analyses were not conducted. Freitag et al., (2019) compared the effect one injection of 100 × 106 cells, to two
injections of 100 × 106 cells. Both were compared to a control group. They concluded that
two injections of AMSCs achieved more consistent OA stabilisation than one injection [49]. They were the only study to do this, which represents a gap in the literature. This indicates
that multiple low dose injections of AMSCs may provide superior clinical and radiological
improvements than a singular dose. These results may be reflective of the overall increased
number of cells used in the double injection group. On the other hand, this increased
efficacy of the double injection treatment could be due to spaced out exposure to AMSCs. 4. Discussion Therefore, this suggests that the benefits expressed
by SVF is not dose dependent. Additionally, there was no visible quantifiable changes
detected in cartilage thickness on the MRI scans between all three groups. The result from
the radiological outcomes suggests that unlike AMSCs, which improve cartilage defects,
SVF do not. Therefore, SVF treatment has no impact on the disease process of OA and
only plays a role in symptomatic relief. This could be potentially explained by the fact
that AMSCs have a higher number of colony forming fibroblast units (CFU-F) and greater
differentiation potential [58]. This study also further illustrates the limitations of hyaluronic
acid for the treatment of knee OA. This review has found a gap in the literature, which
must be addressed with studies investigated SVF dose and outcomes, to further determine
the role of SVF therapy in the treatment of knee OA. py
Koh et al., (2013), Bansal et al. (2017) and Nyugen et al. (2016) were the only studies
which used a growth factor alongside SVF [66,67,77]. They all used a platelet rich plasma
(PRP) scaffold. All studies concluded that there was significant improvement in clinical
scores long term post treatment. Use of PRP may have improved the efficacy of treatments. PRP is known to enhance MSC proliferation and chondrocyte differentiation, and as such
could bolster cartilage degeneration [85,86]. However, none of these studies compared use
of PRP alone against SVF and PRP. As such the efficacy of PRP cannot be quantified. Only
with further studies, comparing AMSCs and SVF with and without PRP can we definitively
determine the role of PRP in therapy for knee OA. If use of growth factor proves to increase
efficacy, these could be applied to AMSC therapy as well. Many of the studies included in this systematic review used K-L grading of OA
as an inclusion and exclusion criterion in the recruitment of their patients. Out of all
studies, only one included patients with a K-L grade of 1 [73]. As such most of the studies
could not determine the efficacy of treatments on low grade knee OA. Since, there is
reduced levels of inflammation in the earlier stages of OA than end stages, AMSC and
SVF therapy may be more effective. Alternatively, these therapies may be more effective in
end stage OA, since the high inflammatory environment could modulate cells to exercise
their immunoregulatory function more effectively. 4. Discussion Repetitive low dose spaced out injections of AMSCs may prove to be more successful
than a single large dose injection. Nevertheless, there is also a possibility that there is a
ceiling on the correlation between numbers of injections and improvements seen. Moreover,
Freitag et al., (2019) reported an increase in the number of moderate AEs in the second Cells 2021, 10, 1365 23 of 31 injection group. This implies that increased numbers of injections are linked to increased
AEs, which may affect the tolerate of the therapy in question. injection group. This implies that increased numbers of injections are linked to increased
AEs, which may affect the tolerate of the therapy in question. y
py
q
Yakota et al. (2019) was the only study that compared the efficacy of AMSCs with
SVF [74]. They found that both therapies improved osteoarthritic symptoms and pain. However, when they analysed the clinical scores, they found that the improvements were
more significant and occurred earlier in the AMSC group. Earlier clinical improvements
suggest that AMSCs have a faster mechanism of action. More significant clinical improve-
ments suggest that AMSCs are superior to SVF for symptomatic control of knee OA. No
radiological outcomes were investigated in this study. Therefore, no conclusions can be
drawn regarding the cartilage regenerative potential of either treatment. However, other
studies have shown that AMSCs have great cartilage regenerative potentials, and reduce
cartilage defects [62,63]. Yakota et al., (2019) also discovered that there was a higher fre-
quency of knee effusion and minor complications related to the harvesting of adipose tissue
in the SVF patient group [74]. As such iatrogenic complications may be higher in SVF. This
may affect tolerate and favourability of such treatment in the future. More clinical studies
need to be conducted to make robust conclusions regarding which treatment is superior. g
g
p
Garza et al., (2020) was the only study to compare the effects of different doses of SVF
on clinical and radiological outcomes. They led a study in which they compared a placebo
group using hyaluronic acid, with a low dose SVF group (1.5 × 107 cells) and a high dose
SVF group (3.0 × 107 cells) [69]. They discovered both doses of SVF resulted in improved
WOMAC scores compared to the placebo. Nevertheless, there was no statistical difference
between the high and low dose groups. 4. Discussion To confidently determine the role of
AMSC treatment in knee OA, we must understand the qualities and mechanism of cartilage
repair involved. p
Out of all the studies, six used arthroscopies prior to injection of the treatment. Roata et al. (2019) and Jo et al., (2017) only used arthroscopy as guidance for injection of
the AMSCs into the osteoarthritic site [62,73]. However, the rest of the studies performed
arthroscopic debridement prior to injection of the treatment [67,70,74]. As such it is possible
that this led to bias of outcome. Due to the heterogeneity in treatment modality between
the studies, and the low number of studies that examined arthroscopic delivery, sub-group
analysis was not conducted. It should be noted that arthroscopy for the treatment of knee
OA has been shown to be largely ineffective [90,91]. However, arthroscopic debridement
removes inflammatory synovial fluid which can interfere with AMSC adhesion in vitro,
and therefore increasing the effectiveness of said treatment [73]. As such, arthroscopic
debridement may prime the joint to become more responsive to injections. Consequently,
one cannot definitively rule out the effect arthroscopy has on the clinical and radiological
outcomes of AMSC treatment. Five of the studies included, utilised ultrasound to aid guidance of the AMSC or
SVF injections. When the outcomes of these studies are compared to those which used
arthroscopy or utilised neither, there is no difference in clinical outcomes. As mentioned
previously, only two studies conducted second look arthroscopies. Hence, we cannot
determine whether use of image guidance leads to greater cartilage regeneration. Future
studies should directly compare use of image guidance against blind injection. In addition,
studies should perform radiological and histological analysis on all patients to determine
if imaging guidance has any bearing on cartilage regeneration. There was a lack of long-term studies carried out, as shown in the results. The
average follow-up across all studies was 60.1 weeks. The longest follow-up period was
104 weeks [62]. This would be considered a short-term follow-up. Thus, there is a gap
in the literature for such long-term studies. As a result, the effect AMSC injections and
SVF injections have on long term knee OA is unknown. The importance of this was made
evident by Park et al., (2016). They conducted a study in which they investigated cartilage
regeneration in OA patients, through use of umbilical cord derived MSCs. They discovered
that three years after treatment, cartilage repairs persisted. 4. Discussion In addition, only eight studies included
patients with K-L grade 4 [48,62–64,68,71,72,74]. As such there is less data on the effects
of AMSC treatment on end stage severe knee OA, and more on middle stage knee OA. Furthermore, most studies did not stratify patients according to the severity of the OA. As
such they could not determine whether the severity of knee OA has any bearing on the Cells 2021, 10, 1365 24 of 31 24 of 31 efficacy of the MSC treatment. Nonetheless, three of the studies did make observations
based on this. Tran et al., (2019) inferred that treatment was more effective in patients
with KL grade 3 than with grade 2 [78]. In the higher severities of OA, there is greater
inflammation. On the other hand, Nyugen et al., (2016) and Yokota et al., (2019) found that
lower K-L grades had greater clinical improvements, indicating that efficacy was greater in
patients with less severe OA [67,74]. If this is the case, more studies need to be conducted
to include K-L grade 1 patients. g
p
In addition to K-L grading, studies did not stratify patient cohorts according to age
or BMI. Thus, the impact these could have on the efficacy of outcomes is unknown. It is
possible that in younger patients, who have superior regenerative potential, the quality and
therefore efficacy of AMSC and SVF is superior to elderly patients [87]. Maredziak et al. (2016) illustrated that there is reduced CFU-F, proliferation rates, and quantified chondro-
genic and osteogenic differentiation in aged AMSC cells. Furthermore, aged cells seem to
shift more in favour of adipogenic differentiation [88]. In addition, it has been shown that
there is a biological role of adipose inflammation in obese patients and OA [89]. As such, it
is possible, this mechanism of OA may respond differently to AMSC and SVF treatments,
compared to age related articular cartilage degeneration. Therefore, stratifying patients
into different BMI groups, may be of benefit. However, this must be investigated further
before definitive conclusions can be made. The gold standard of evaluating new-born cartilage in the face of cartilage repair, is
second look arthroscopy and histological biopsy. It is important to determine quantify
the size of cartilage regeneration as well as the constitution of the cartilage. Nevertheless,
only two studies performed such procedures [63,72]. 4. Discussion This implied that use of such Cells 2021, 10, 1365 25 of 31 25 of 31 MSCs could provide a long-term solution to OA. Conversely, Jo et al., (2017) found that
two years post treatment, cartilage deterioration was apparent. As such, it is possible that
the effect of AMSC and SVF treatment may be limiting, and further injections may be
required for persistence of cartilage regeneration. Alternatively, it could be possible after
several years, the knee joint becomes unresponsive to AMSC and SVF treatment injections. Only with long term studies, can the lasting implications of this treatment be determined. Understandably, the studies included in this review are very recent, as such long-term
studies with 5–10-year follow-ups are not possible at this stage. There are significant variations in the outcome measures utilised by studies. In
terms of clinical outcomes, most studies using WOMAC and VAS. However, several did
not. As a result, the clinical outcomes recorded are harder to compare between studies. Scoring systems such as WOMAC and VAS are non-specific. Perhaps creation of a PROM
specifically for post intra-articular injection would be more beneficial. Use of a handful of
scoring systems rather than a wide array may allow for better comparison between studies
and therefore allow scientists to determine what the most effective treatment for knee OA. SVF can be prepared through various methods. It has been shown that different
methods have different compositions and properties [92]. This has not been addressed by
any of the studies included in this review which investigated SVF. As a result, it may be
unwise and inaccurate to compare the results of studies which used differing methods to
produce their SVF. The gold standard in medical research when testing the efficacy of a new treatment
is a double blinded randomised controlled trial (RCT). However, use of AMSCs is very
novel. Many of the studies included in this systematic review were carried out as pilot
studies. Out of these studies, only six used a control group [49,64,67,69,70,78] As such the
other studies are unable to truly define the efficacy of the treatments tested. Many of these
studies recognised this, however their principal goal was to determine the safety of AMSCs
rather than its effectiveness. They stated that future studies should include control arms in
clinical trials. 4. Discussion However, Freitag et al., (2019) and Pers et al., (2016) believed there may be
ethical concerns with conducting an RCT [48–78]. All patients would have to undergo a
lipoharvest procedure before randomisation. This procedure is not without complications. A study conducted by Comella et al. (2017) found that such complications are low in
lipoharvest procedures [93]. Since these studies were pilot in nature, their sample sizes
were also very small, with the largest being 80 patients, and the average being 30.5 across
all studies. 5. Conclusions The studies in this systematic review have established the safety and efficacy of both
AMSC therapy and SVF therapy for knee OA in humans. In addition, the meta-analyses
show that use of AMSC and SVF therapy for knee OA definitively improves WOMAC
scores up to two-years, with improvements increasing with time. This suggest that AMSC
and SVF treatments reduce pain and improve knee function in patients with severe knee
OA. Future clinical studies must now incorporate control arms and have larger sample
sizes to successfully determine the effectiveness of these treatments. Specifically, there
is little to no literature on studies comparing use of single vs multiple AMSC injections,
comparing AMSC treatments with SVF treatments and the effect of different doses of SVF
on outcomes. Supplementary Materials: The following are available online at https://www.mdpi.com/article/10.3
390/cells10061365/s1, Table S1 Critical appraisal of the non-randomised studies included in this
systematic review, using the ROBINS-1 tool n = 13, Table S2. Critical appraisal of the randomised
studies included in this systematic review, using the RoB-2 tool n = 5 Author Contributions: N.A. wrote the manuscript under the supervision of K.T. and W.K. K.T. and
W.K. conceptualized the study. C.B. and C.M. analysed the data and conducted risk of bias analysis. Cells 2021, 10, 1365 26 of 31 26 of 31 All authors reviewed the data, evaluated, drafted and approved the manuscript. All authors have
read and agreed to the published version of the manuscript. Funding: This research received no external funding. Funding: This research received no external funding. Institutional Review Board Statement: Not Applicable. Institutional Review Board Statement: Not Applicable. Institutional Review Board Statement: Not Applicable. Informed Consent Statement: Not Applicable. Data Availability Statement: Not Applicable. Acknowledgments: In this section, you can acknowledge any support given which is not covered by
the author contribution or funding sections. This may include administrative and technical support,
or donations in kind (e.g., materials used for experiments). Conflicts of Interest: The authors declare no conflict of interest. Conflicts of Interest: The authors declare no conflict of interest. Appendix A
Databases searched:
OVID MEDLINE®: 1946 TO JUNE WEEK 4 2020
Date of search: 29/06/20
Date range searched: January 1946 to June 2020
SEARCH STRATEGY
1. exp cartilage/ or exp “bone and bones”/
2. exp Injections, Intra-Articular/
3. exp Osteoarthritis, Hip/ or exp Osteoarthritis/ or exp Osteoarthritis, Spine/ or exp
Osteoarthritis, Knee/
4. 5. Conclusions exp Mesenchymal Stem Cells/ or exp Mesenchymal Stem Cell Transplantation/
5. exp Transplantation, Homologous/ or exp Stem Cell Transplantation/ or exp Trans-
plantation, Autologous/ or exp Mesenchymal Stem Cell Transplantation/
6. exp Adipose Tissue/ or adipose.mp. 7. adipo*.tw. 8. exp Autografts/
9. exp Heterografts/
10. 4 or 5 or 8 or 9
11. 1 or 2 or 10
12. 6 or 7
13. 11 and 12
14. 3 and 13
15. Limit 14 to (English language and humans)
EMBASE: 1974 TO 2019 JUNE 26
Date of search: 29/06/20
Date range searched: January 1974 to June 2019
SEARCH STRATEGY
1. exp cartilage/
2. exp intraarticular drug administration/
3. exp knee osteoarthritis/
4. exp mesenchymal stem cell transplantation/ or exp mesenchymal stem cell/
5. exp autograft/
6. exp adipose tissue/
7. adipo*.tw. 8. 4 or 5
9. 1 or 2 or 8
10. 6 or 7
11. 9 and 10
12. 3 and 11
13. Limit 12 to (human and English language) Appendix A
Databases searched:
OVID MEDLINE®: 1946 TO JUNE WEEK 4 2020
Date of search: 29/06/20
Date range searched: January 1946 to June 2020
SEARCH STRATEGY
1. exp cartilage/ or exp “bone and bones”/
2. exp Injections, Intra-Articular/
3. exp Osteoarthritis, Hip/ or exp Osteoarthritis/ or exp Osteoarthritis, Spine/ or exp
Osteoarthritis, Knee/
4. exp Mesenchymal Stem Cells/ or exp Mesenchymal Stem Cell Transplantation/
5. exp Transplantation, Homologous/ or exp Stem Cell Transplantation/ or exp Trans-
plantation, Autologous/ or exp Mesenchymal Stem Cell Transplantation/
6. exp Adipose Tissue/ or adipose.mp. 7. adipo*.tw. 8. exp Autografts/
9. exp Heterografts/
10. 4 or 5 or 8 or 9
11. 1 or 2 or 10
12. 6 or 7
13. 11 and 12
14. 3 and 13
15. Limit 14 to (English language and humans)
EMBASE: 1974 TO 2019 JUNE 26
Date of search: 29/06/20
Date range searched: January 1974 to June 2019
SEARCH STRATEGY
1. exp cartilage/
2. exp intraarticular drug administration/
3. exp knee osteoarthritis/
4. exp mesenchymal stem cell transplantation/ or exp mesenchymal stem cell/
5. exp autograft/
6. exp adipose tissue/
7. adipo*.tw. 8. 4 or 5
9. 1 or 2 or 8
10. 6 or 7
11. 9 and 10
12. 3 and 11
13. Limit 12 to (human and English language) #1: (TS = (cartilage or inject*)) Indexes=SCI-EXPANDED, CPCI-S Timespan=1900–2020
#2: (TS=(osteoarthritis)) Indexes=SCI-EXPANDED, CPCI-S Timespan=1900–2020
#3: (TS=(mesenchymal stem cell or stem cell or homologous or autologous or autograft
or heterograft)) Indexes=SCI-EXPANDED, CPCI-S Timespan=1900–2020
#4: (TS=(adipose)) Indexes=SCI-EXPANDED, CPCI-S Timespan=1900–2020
#5: #3 or #1 Indexes=SCI-EXPANDED, CPCI-S Timespan=1900–2020
#6: #5 and #2 Indexes=SCI-EXPANDED, CPCI-S Timespan=1900–2020
#7: #6 and #4 Indexes=SCI-EXPANDED, CPCI-S Timespan=1900–2020 #1: (TS = (cartilage or inject*)) Indexes=SCI-EXPANDED, CPCI-S Timespan=1900–2020
#2: (TS=(osteoarthritis)) Indexes=SCI-EXPANDED, CPCI-S Timespan=1900–2020
#3: (TS=(mesenchymal stem cell or stem cell or homologous or autologous or autograft
or heterograft)) Indexes=SCI-EXPANDED, CPCI-S Timespan=1900–2020
#4: (TS=(adipose)) Indexes=SCI-EXPANDED, CPCI-S Timespan=1900–2020
#5: #3 or #1 Indexes=SCI-EXPANDED, CPCI-S Timespan=1900–2020
#6: #5 and #2 Indexes=SCI-EXPANDED, CPCI-S Timespan=1900–2020
#7: #6 and #4 Indexes=SCI-EXPANDED, CPCI-S Timespan=1900–2020 CLINICAL TRIALS.GOV: 1900 TO 2020 Date of search: 29/06/20 References 1. Vos, T.; Lim, S.S.; Abbafati, C.; Abbas, K.M.; Abbasi, M.; Abbasifard, M.; Abbasi-Kangevari, M.; Abbastabar, H.; Abd-Allah, F.;
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Databases searched:
OVID MEDLINE®: 1946 TO JUNE WEEK 4 2020
Date of search: 29/06/20
Date range searched: January 1946 to June 2020
SEARCH STRATEGY
1. exp cartilage/ or exp “bone and bones”/
2. exp Injections, Intra-Articular/
3. exp Osteoarthritis, Hip/ or exp Osteoarthritis/ or exp Osteoarthritis, Spine/ or exp
Osteoarthritis, Knee/
4. exp Mesenchymal Stem Cells/ or exp Mesenchymal Stem Cell Transplantation/
5. exp Transplantation, Homologous/ or exp Stem Cell Transplantation/ or exp Trans
plantation, Autologous/ or exp Mesenchymal Stem Cell Transplantation/
6. exp Adipose Tissue/ or adipose.mp. 7. adipo*.tw. 8. exp Autografts/
9. exp Heterografts/
10. 4 or 5 or 8 or 9
11. 1 or 2 or 10
12. 6 or 7
13. 11 and 12
14. 3 and 13
15. Limit 14 to (English language and humans)
EMBASE: 1974 TO 2019 JUNE 26
Date of search: 29/06/20
Date range searched: January 1974 to June 2019
SEARCH STRATEGY
1. exp cartilage/
2. exp intraarticular drug administration/
3. exp knee osteoarthritis/
4. exp mesenchymal stem cell transplantation/ or exp mesenchymal stem cell/
5. exp autograft/
6. exp adipose tissue/
7. adipo*.tw. 8. 4 or 5
9. 1 or 2 or 8
10. 6 or 7
11. 9 and 10
12. 3 and 11
13. Appendix A Limit 12 to (human and English language) 27 of 31 Cells 2021, 10, 1365 COCHRANE LIBRARY: 1946 TO JUNE 2020
Date of search: 29/06/20
Date range searched: January 1946 to June 2020
SEARCH STRATEGY
#1 MeSH descriptor: [Cartilage] explode all trees
#2 MeSH descriptor: [Injections] explode all trees
#3 MeSH descriptor: [Osteoarthritis] explode all trees
#4 MeSH descriptor: [Mesenchymal Stem Cells] explode all trees
#5 MeSH descriptor: [Stem Cells] explode all trees
#6 MeSH descriptor: [Adipose Tissue] explode all trees
#7 MeSH descriptor: [Autografts] in all MeSH products
#8 MeSH descriptor: [Heterografts] in all MeSH products
#9 #1 or #2 or #3
#10 #4 or #5 or #6 or #7 or #8
#11 #10 and #9
#12 #11 and #6
WEB OF SCIENCE: 1900 TO 2020
Date of search: 29/06/20
Date range searched: 1900 to June 2020
SEARCH STRATEGY
#1: (TS = (cartilage or inject*)) Indexes=SCI-EXPANDED, CPCI-S Timespan=1900–2020
#2: (TS=(osteoarthritis)) Indexes=SCI-EXPANDED, CPCI-S Timespan=1900–2020
#3: (TS=(mesenchymal stem cell or stem cell or homologous or autologous or autograft
or heterograft)) Indexes=SCI-EXPANDED, CPCI-S Timespan=1900–2020
#4: (TS=(adipose)) Indexes=SCI-EXPANDED, CPCI-S Timespan=1900–2020
#5: #3 or #1 Indexes=SCI-EXPANDED, CPCI-S Timespan=1900–2020
#6: #5 and #2 Indexes=SCI-EXPANDED, CPCI-S Timespan=1900–2020
#7: #6 and #4 Indexes=SCI-EXPANDED, CPCI-S Timespan=1900–2020
CLINICAL TRIALS.GOV: 1900 TO 2020
Date of search: 29/06/20
Date range searched: 1900to July 2019
#1 Osteoarthritis, knee
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mal stem cells from patients with advanced osteoarthritis. Arthritis Rheum. 2002, 46, 704–713. [CrossRef] 31 of 31 Cells 2021, 10, 1365 31 of 31 83. Qu, H.; Sun, S. Efficacy of mesenchymal stromal cells for the treatment of knee osteoarthritis: A meta-analysis of randomized
controlled trials. J. Orthop. Surg. Res. 2021, 16, 11. [CrossRef] p
g
84. Wang, J.; Zhou, L.; Zhang, Y.; Huang, L.; Shi, Q. Mesenchymal stem cells—A promising strategy for treating knee osteoarthritis. Bone Jt. Res. 2020, 9, 719–728. [CrossRef] mala, P.; King, A.; Lee, B.; Kraus, M.; Tse, V.; Jacobs, C.R. Buffered Platelet-Rich Plasma Enhances Mesenchy 85. Mishra, A.; Tummala, P.; King, A.; Lee, B.; Kraus, M.; Tse, V.; Jacobs, C.R. References Buffered Platelet-Rich Plasma Enhances Mesenchymal
Stem Cell Proliferation and Chondrogenic Differentiation. Tissue Eng. Part C Methods 2009, 15, 431–435. [CrossRef] Mishra, A.; Tummala, P.; King, A.; Lee, B.; Kraus, M.; Tse, V.; Jacobs, C.R. Buffered Platelet-Rich Plasma En
Stem Cell Proliferation and Chondrogenic Differentiation Tissue Eng Part C Methods 2009 15 431 435 [C Mishra, A.; Tummala, P.; King, A.; Lee, B.; Kraus, M.; Tse, V.; Jacobs, C.R. Buffered Platelet-Rich Plasma En
Stem Cell Proliferation and Chondrogenic Differentiation. Tissue Eng. Part C Methods 2009, 15, 431–435. [C 85. Mishra, A.; Tummala, P.; King, A.; Lee, B.; Kraus, M.; Tse, V.; Jacobs, C.R. Buffered Platelet-Rich Plasma Enhances Mesenchymal
Stem Cell Proliferation and Chondrogenic Differentiation. Tissue Eng. Part C Methods 2009, 15, 431–435. [CrossRef] Cell Proliferation and Chondrogenic Differentiation. Tissue Eng. Part C Methods 2009, 15, 431–435. [CrossRe 86. Krüger, J.P.; Hondke, S.; Endres, M.; Pruss, A.; Siclari, A.; Kaps, C. Human platelet-rich plasma stimulates migration and
chondrogenic differentiation of human subchondral progenitor cells. J. Orthop. Res. 2011, 30, 845–852. [CrossRef] [PubMed] 86. Krüger, J.P.; Hondke, S.; Endres, M.; Pruss, A.; Siclari, A.; Kaps, C. Human platelet rich plasma stimulates migration and
chondrogenic differentiation of human subchondral progenitor cells. J. Orthop. Res. 2011, 30, 845–852. [CrossRef] [PubMed] 87. Fossett, E.; Khan, W.S.; Pastides, P.; Adesida, A.B. The Effects of Ageing on Proliferation Potential, Differentiation Potential
and Cell Surface Characterisation of Human Mesenchymal Stem Cells. Curr. Stem Cell Res. Ther. 2012, 7, 282–286. [CrossRef]
[PubMed] 88. Mar˛edziak, M.; Marycz, K.; Tomaszewski, K.A.; Kornicka, K.; Henry, B.M. The Influence of Aging on the Regenerative Potential
of Human Adipose Derived Mesenchymal Stem Cells. Stem Cells Int. 2016, 2016, 2152435. [CrossRef] [PubMed] p
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89. Urban, H.; Little, C.B. The role of fat and inflammation in the pathogenesis and management of osteoarthritis. Rheumatology 2018,
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90. Katz, J.N.; Brownlee, S.A.; Jones, M.H. The role of arthroscopy in the management of knee osteoarthritis. Best Pract. Res. Clin. Rheumatol. 89. Urban, H.; Little, C.B. The role of fat and inflammation in the pathogenesis and management of osteoarthritis. Rheumatology 2018,
57, iv10–iv21. [CrossRef] [PubMed] 89. Urban, H.; Little, C.B. The role of fat and inflammation in the pathogenesis and management of osteoarthritis. Rheumatology 2018,
57, iv10–iv21. [CrossRef] [PubMed]
90. Katz, J.N.; Brownlee, S.A.; Jones, M.H. The role of arthroscopy in the management of knee osteoarthritis. Best Pract. Res. Clin. Rheumatol. 2014, 28, 143–156. References [CrossRef] [PubMed] S.A.; Jones, M.H. The role of arthroscopy in the management of knee osteoarthritis. Best Pract. Res. Clin. Rheumatol
CrossRef] [PubMed] 91. Grieshober, J.A.; Stanton, M.; Gambardella, R. Debridement of Articular Cartilage: The Natural Course. Sports Med. Arthrosc. Rev. 2016, 24, 56–62. [CrossRef] [PubMed] 92. Aronowitz, J.A.; Ellenhorn, J.D.I. Adipose Stromal Vascular Fraction Isolation. Plast. Reconstr. Surg. 2013, 132, 932e–939e. [CrossRef] 93. Comella, K.; Parlo, M.; Daly, R.; Depasquale, V.; Edgerton, E.; Mallory, P.; Schmidt, R.; Drake, W.P. Safety Analysis of Autologous
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Refleksoloji masaj aleti Anksiyete ve stresi azaltmaya yardımcı olan refleksoloji masajı seans ücretleri hastalığa
için bileğmeselemektedir. Refleksoloji masajı yaptıranların yorumlarına bakmış olduğumızda tedaviye payanda için,
sağlamlığı bakmak midein evet da rahatlama yağdırmak kucakin uygulanabilir.
Ayrıca hastalıkları önlemeye yardımcı olur. Refleksoloji masaj aleti, bir hastanın ruhsal gerilim mi yoksa kaygı mı
yaşadığını anlayabilir ve hastalarının vücutlarını dengelemeye yardımcı olur.
Ayağın belirli bölgelerine matbuatç uygulanır ve ortaya çıkabilecek dertların ilişkilendirilen organlarla ait
problemlerı gösterdiği varsayılır.
5 Killer Quora Answers On Refleksoloji Masaj Aleti Fiyatları
Refleksoloji masaj aleti Yurtiçi turları veya yurtdışı turları ile yaşamınızdaki en aldatıcı andaçları evetşayacağınız
tenzilatlı tur fırsatları Fırsat Bu Fırsat ile karşınızda.
Titreşimli Masaj Aleti kullanıcı kişilerin esrar kabız yalnızçlı matraklarına revan bir cihaz olması taçı aralık
kullanıcıların bazı bölgelerinde olan balkıları, krampları bastırmak derunin yeğleme edilen bir maşa de kabil.
Kullanıcılar titreşimli masaj aletini vücutlarında istedikleri yerlerde kullanabilirler. örneğin kullanıcının boynunda
kâin kulunç adı maruz adele ortamında bek düğümcüklerden oluşan vecayı ve ateşyı titreşim masaj aleti
kullanılarak giderilebilir yahut azaltabilir iken üste kullanıcı eşhas keyfi olarak boyunlarına veya sırtlarına titreşimli
masaj aletini kullanabilir.
Kullanıcı kişiler titreşimli masaj aleti satın almadan önce ürünü kendilerine için nerede ne amaç ile kullanacağını
değerlendirebilir ve ona bakılırsa bir tercihte bulunabilir. örneğin kullanıcılar yüzlerinde kâin oda altı torbalarının
giderilmesi kucakin darbeli titreşim masaj aletini tercih edebilir iken boyunları veya sırtları midein farklı bir modele
ehil olan titreşimli masaj aletini yeğleme edebilir. Kullanıcı eşhas titreşimli masaj aleti satın almadan önce nerede
kullanılmasının münasip bulunduğunu okuması ve değerlendirmesi önemli olur. çünkü titreşimli masaj aleti
vücudun farklı tasarruf bölgelerine farklı miktarlarda titreşim verebilir ve bu yer da kullanıcılar muhtevain zararlı
mümkün.
How To Explain Refleksoloji Masaj Aleti To Your Mom
Refleksoloji masaj aleti özel bir masaj tekniği olan refleksoloji, bazı farmakolojik tedavilere dayak olmaktadır.
Fizik terapi ve rehabilitasyona yardımcı olan bu masaj tekniği, vecaların azalmasını sağlamlarken aynı zamanda
egzersizlerin henüz basit kuruluşlmasını sağlamlamaktadır.
Meslek Enerjisi Teorisi: Hayatımızın her simultane var olan stresin hayat enerjisindeki akışı engellediği bu teori ile
açıklanmıştır. Refleksoloji ile varlık enerjisi temizışı düzeltilebilir. Doğrusu varlık dâhilin vacip dengenin
sağlamlanması esastır.
Masaj aletleri, ağrı hissedilen noktalar bağırsakin kullanıldığı kabilinden düzenli cilt bakımı yürekin bile tercih edilir.
Cildi sıkıcalaştırmak, evetğ yakımını kolaylaştırmak ve göz astı noktalarını iyileştirmek maksadıyla nazire konusu
cihazların kullanıldığı görülür. Bu sayede cihazların mizaç ve rahatlama tesiri bile yakından hissedilebilir.
5 Bad Habits That People In The Refleksoloji Masaj Aleti Fiyatları
Industry Need To Quit
Refleksoloji masaj aleti Bunun yanı sıra mizaç problemlerı ya da organize masaj muhtevain alet satın alacaksanız
da ürünler arasından ihtiyacınız olan masaj aletini burayı kontrol et
satın alabilirsiniz.
Refleksoloji masaj kompetanı, bölgesel ya da genel el getirmek yürekin yabancı ayak ve kulaklardaki noktalara
odaklanır. Eğer ki saat kısıtlıysa ve kişinin rahatlaması gerekiyorsa spesiyalist can kulak üzerinden çallıkışabilir.
Titreşimli masaj aleti ne nöbete yarar? Masaj aletlerinin çhileışma şekilleri bile birbirinden farklıdır. özellikle
baskınülit masajı yaparken evet da balkılarınız olan bir bölgeye masaj açmak istediğinizde titreşimli masaj aletlerini
kullanabilirsiniz. Titreşimli masaj aletlerinde farklı seviyeler evet.
Jademaster ayak masaj aleti Hummalı ve tempolu bir iş sundurmaı, stres, şehir yaşamının koşunşturması derken
hijyenikşam eve erişince kimsenin kolunu dahi kıpırdatacak hali kalmıyor. Tutulmuş dal kasları, eklem vecaları ve
tüm vücudu kaplayan halsizlik âdem evladıı gülümserından bezdiriyor. Masaj tabancası olarak tercih edebileceğiniz
ürünler ortada MEDISANA 48310 infrared terapili ülke tipi masaj aletini bile sayabiliriz. Sporcu masaj aleti olarak da
kullanılabilen bu ürün kısaca süre zarfında hun deveranını hızlandırır. Refleksoloji ‘balans’ sağlayan bir terapidir.
Refleksoloji Terapisi kişinin kendisini, fiziksel, hissî ve ruhsal falmdan elleme hissetmesini esenlar ve kişiye natürel
dengesini kazanmıştırrır. Jademaster Ayak Masaj Aleti üzerine Bütün Zamanların En İyi 15 Pinterest Panosu
Jademaster ayak masaj aleti Hun sirkülasyonını hızlandırır ve darbeli masaj sayesinde en derindeki kasları da
gevşetir, Açılıp kapatılabilir kızılötesi ışık sayesinde infrared terapi, Isıtma fonksiyonu, Ergonomik şekil Jakuzi:
Burada söz konusu olan, ayaklar bağırsakin konstrüksiyonlmış ve ab ile doldurulan küçümencik boyuttaki
küvetlerdir. Burada dip yüzeyi modele bandajlı olarak farklı şekillerde bir strüktürya sahiptir. örneğin zeminde
ruloları olan yahut tırtıklı mimarisı yardımıyla ayak masajı yapan modeller var veya titreşim evet da ısıtıcı kırmızı ışık
kabilinden özelliklere iye olan cihazlar da var.
From Around The Web: 20 Fabulous Infographics About Refleksoloji
Masajı Aleti
Refleksoloji masaj aleti Okazyon Bu Punt ayrıcalığıyla; dizge edinmenize yardımcı olacak onlarca ağırşak ve
sertifikalı eğitimleri meraklı kurumların güvencesiyle, düzlükında spesiyalist eğitmenlerden iskontolu fiyata iktibas
şansına sahip olacaksınız.
hanımlar bendeübü alışveriş siteleri cinsilatif alışdoneş siteleri kadınlar yürekin tuzakışveriş kadınlar verişte ne hileır
bayanların kırmızıışmutaş allıkışhunrizkları nisa aldatmaışdataş giyim by TemplatesYard
Global ayak oğlan masaj dip doku ayak masaj ağrı stoper Plantar fasiit kabartma ayak masajı rulosu
The Refleksoloji Ayak Masaj Aleti Case Study You'll Never Forget
Refleksoloji masaj aleti Alan Teorisi: Bu teori esasen Refleksolojinin sorunleyişini belirtir. Refleksoloji haritasında
halk ve ayakların farklı alanlarda makam almaktadır ve bu noktalarda her bir düzlük farklı organları rapor
etmektedir.
İsterseniz ısıtmalı, isterseniz de ısıtmasız olarak kullanabileceğiniz ürün esnek gestaltsı ile kişiye muazzam bir
deneyim yaşatır. Neva konusuna encam olursak ultra suskun çkızılışan bir masaj aletidir.
Dermatolog Dr. Whitney Bowe imzası taşıyan bu yeni cilt bakım trendi, peeling ve retinol uygulamalarının arkası
sıra cilde iki temizşam süresince dinlenme fırsatı tanılamayor.
Gate Kontrol Teorisi: 1965 senesinde Melzack ve Wall’un ortaya çıkardığı bu teori, vücudumuzun herhangi bir
noktasındaki balkıların beyin aracılığıyla yaratıldığını söylemektedir.
9 Signs You Sell Refleksoloji Masaj Aleti Fiyatları For A Living
Refleksoloji masaj aleti Ayak refleksoloji masajı, bu noktalar üzerinde yoğunlaşarak yavaş matbuatçlı bir şekilde
sinir noktalarını uyararak uzmanlar aracılığıyla uygulanmaktadır.
Hamam satış yoğurma titreşim Shiatsu ayak masajı elektrikli silindir oğlan ve ayak masaj makinesi
tavsiyesi ilgisi ve hersey icin cok tesekkurler.ilk uygulamami yaptim ve sanki ayaklarim yeniden dunyaya geldi.O
temel agrilarinin bu kadar hafifledigine inanamiyorum.İyi ki varsiniz .ilk firsatta masaj koltuklarina da gozumu
diktim bilginize.
Refleksoloji ‘balans’ sağlayan bir terapidir. Refleksoloji Terapisi kişinin kendisini, fiziksel, birey ve ruhsal bakımdan
esen hissetmesini katkısızlar ve kişiye katıksız dengesini kazandırır.
Refleksoloji masaj aleti Kez parmaklarının yönı aralık özel tasarlanmış çubuklarla da yapılan iş hastanın durumuna
bakılırsa 45 zaman ile bir vakit beyninde sürmektedir.
Umumi olarak ayak bölgenizden gıdıklanan biri iseniz endişelenmenize ister yoktur. Uygulamada baskı alelumum
gıdıklanmaya vesile olmamaktadır.
Refleksoloji masaj aleti özenle tasarlanmış diz masaj aparatı U şeklinde hava yastıklarıyla donatılmıştır. Isıtmalı diz
masajı ile dizlerinizi gevşetmek yalnızçlanmıştır.
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Citizenship Policies in the New Europe
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cetăţenie
ждaнcтво
,
( .)
Citizenship Policies in the
New Europe
Expanded and Updated Edition
research
imiscoe Citizenship Policies in the New Europe IMISCOE International Migration, Integration and Social Cohesion in Europe The IMISCOE Network of Excellence unites over 500 researchers from
European institutes specialising in studies of international migration,
integration and social cohesion. The Network is funded by the Sixth
Framework Programme of the European Commission on Research,
Citizens and Governance in a Knowledge-Based Society. Since its
foundation
in
2004,
IMISCOE
has
developed
an
integrated,
multidisciplinary and globally comparative research project led by
scholars from all branches of the economic and social sciences, the
humanities and law. The Network both furthers existing studies and
pioneers new research in migration as a discipline. Priority is also
given to promoting innovative lines of inquiry key to European
policymaking and governance. The IMISCOE-Amsterdam University Press Series was created to make
the
Network’s
findings
and
results
available
to
researchers,
policymakers
and
practitioners,
the
media
and
other
interested
stakeholders. High-quality
manuscripts
authored
by
IMISCOE
members and cooperating partners are published in one of four
distinct series. IMISCOE
Research
advances
sound
empirical
and
theoretical
scholarship addressing themes within IMISCOE’s mandated fields
of study. IMISCOE Reports disseminates Network papers and presentations of
a time-sensitive nature in book form. IMISCOE Dissertations presents select PhD monographs written by
IMISCOE doctoral candidates. IMISCOE
Textbooks
produces
manuals,
handbooks
and
other
didactic tools for instructors and students of migration studies. IMISCOE
Textbooks
produces
manuals,
handbooks
and
other
didactic tools for instructors and students of migration studies. IMISCOE Policy Briefs and more information on the Network can be
found at www.imiscoe.org. Andre Liebich
Introduction:
Altneuländer or the vicissitudes of citizenship in the
new EU states
21 1
New states and old concerns, or why there is not much plural
citizenship in the Altneula¨nder
21 2
Old categories and new principles, or how ethnicity has trumped
other grounds of citizenship
24 g
p
4
3
Old wrongs and new rights, or how to use citizenship to correct
history
31 4
Conclusion: The historical past, the ethnic present and the
immigrant future
37 4
Conclusion: The historical past, the ethnic present and the
immigrant future
37
Annex: Constitutional preambles (extracts)
38 Annex: Constitutional preambles (extracts)
38 List of figures and tables
11 List of figures and tables
11 Citizenship Policies in the
New Europe
Expanded and Updated Edition edited by
Rainer Baubo¨ck
Bernhard Perchinig
Wiebke Sievers IMISCOE Research IMISCOE Research Cover design: Studio Jan de Boer BNO, Amsterdam
Layout: The DocWorkers, Almere
ISBN
978 90 8964 108 3
e-ISBN
978 90 4850 225 7
NUR
741 / 763
© IMISCOE / Amsterdam University Press, Amsterdam 2009 Cover design: Studio Jan de Boer BNO, Amsterdam Cover design: Studio Jan de Boer BNO, Amsterdam Layout: The DocWorkers, Almere ISBN
978 90 8964 108 3
e-ISBN
978 90 4850 225 7
NUR
741 / 763 © IMISCOE / Amsterdam University Press, Amsterdam 2009 All rights reserved. Without limiting the rights under copyright
reserved above, no part of this book may be reproduced, stored in or
introduced into a retrieval system, or transmitted, in any form or by
any means (electronic, mechanical, photocopying, recording or
otherwise) without the written permission of both the copyright
owners and the authors of the book. Preface
15 Andre Liebich
Introduction:
Altneuländer or the vicissitudes of citizenship in the
new EU states
21 PART I
RESTORED STATES Priit Ja¨rve
1
Estonian citizenship: Between ethnic preferences and democratic
obligations
45
1.1
History of Estonian nationality
45
1.2
Basic principles of the most important current modes of
acquisition and loss of nationality
50
1.3
Current debates on nationality
53
1.4
Statistics on acquisition of nationality since 1992
58
1.5
Conclusions
60
Kristı¯ne Kru¯ma
2
Checks and balances in Latvian nationality policies: National
agendas and international frameworks
67
2.1
History of nationality policy
67
2.2
Basic principles for the acquisition and loss of nationality
74
2.3
Current political debates
80
2.4
Statistics
83
2.5
Conclusions
88 CITIZENSHIP POLICIES IN THE NEW EUROPE 6 Kristı¯ne Kru¯ma
3
Lithuanian nationality: Trump card to independence and its
current challenges
97
3.1
History of nationality policy
97
3.2
Basic principles of the most important current modes of
acquisition and loss of nationality
106
3.3
Current political debates
112
3.4
Statistics
114
3.5
Conclusions
116 PART II
STATES WITH HISTORIES OF SHIFTING BORDERS Agata Go´rny and Dorota Pudzianowska
4
Same letter, new spirit: Nationality regulations and their
implementation in Poland
123
4.1
Polish nationality in historical perspective
124
4.2
Basic principles of current regulations on Polish nationality
128
4.3
The unresolved debate (1999-2001)
134
4.4
Acquisitions of Polish nationality in figures
136
4.5
Conclusions
141
Ma´ria M. Kova´cs and Judit To´th
5
Kin-state responsibility and ethnic citizenship: The Hungarian
case
151
5.1
History of Hungarian policies on nationality since 1945
152
5.2
Current nationality legislation
154
5.3
Current political debates on (dual) citizenship
158
5.4
Trends in statistics
165
5.5
Conclusions
169
Constantin Iordachi
6
Politics of citizenship in post-communist Romania:
Legal traditions, restitution of nationality and multiple
memberships
177
6.1
History of Romanian nationality
178
6.2
Democratic transformation: Current regulations on ascription,
acquisition and loss of nationality
184
6.3
Current political debates
191
6.4
Statistics on the restitution of nationality
198
6.5
(Re)constructing nationality in post-communist Romania:
Comparative perspectives
200 6.2
Democratic transformation: Current regulations on ascription,
i i i
d l
f
i
li
8 acquisition and loss of nationality
184 6.4
Statistics on the restitution of nationality
198 6.5
(Re)constructing nationality in post-communist Romania:
Comparative perspectives
200 7 CONTENTS Daniel Smilov and Elena Jileva
7
The politics of Bulgarian citizenship: National identity, democracy
and other uses
211
7.1
History
212
7.2
Current citizenship rules and practices
220
7.3
Current political debates
226
7.4
Current statistical trends
235
7.5
Conclusions
238 PART III
POST-PARTITION STATES Andrea Barsˇova´
8
Czech citizenship legislation between past and future
249
8.1
History of Czechoslovak citizenship policies
249
8.2
Basic principles of acquisition and loss of Czech citizenship
254
8.3
Current political debates
258
8.4
Statistics
261
8.5
Conclusions
263
Dagmar Kusa´
9
The Slovak question and the Slovak answer: Citizenship during
the quest for national self-determination and after
275
9.1
History of Slovak citizenship
276
9.2
Current regulations of acquisition and loss of Slovak
citizenship
284
9.3
Current political debates and reform plans
289
9.4
Statistical trends (acquisition of Slovak citizenship since
1993)
294
9.5
Conclusions
296
Felicita Medved
10
From civic to ethnic community? The evolution of Slovenian
citizenship
305
10.1 History of citizenship policies
305
10.2 Basic principles of acquisition and loss of Slovenian
citizenship
313
10.3 Current political debates
320
10.4 Statistics
323
10.5 Conclusions
325
10.6 Epilogue
327 10
From civic to ethnic community? The evolution of Slovenian
citizenship
305 10.1 History of citizenship policies
305 10.2 Basic principles of acquisition and loss of Slovenian
citizenship
313
l
l d b 10.3 Current political debates
320 10.3 Current political debates
320 10.4 Statistics
323 10.4 Statistics
323 10.5 Conclusions
325 10.5 Conclusions
325 10.6 Epilogue
327 10.6 Epilogue
327 CITIZENSHIP POLICIES IN THE NEW EUROPE 8 Francesco Ragazzi and Igor Sˇtiks
11
Croatian citizenship: From ethnic engineering to
inclusiveness
339
11.1
The history of citizenship policy in Croatia since 1945
340
11.2 Acquisition and loss of Croatian citizenship: Current legal
provisions
347
11.3
Current political debates and planned changes
352
11.4 Statistical developments
353
11.5
Conclusions
355 PART IV
MEDITERRANEAN POST-IMPERIAL STATES Eugene Buttigieg
12
Malta’s citizenship law: Evolution and current regime
367
12.1 Historical background
367
12.2 Current modes of acquisition and loss of citizenship
373
12.3 Statistical developments
379
12.4 Recent reforms
381
12.5 Conclusions
383
Nicos Trimikliniotis
13
Nationality and citizenship in Cyprus since 1945:
Communal citizenship, gendered nationality and the adventures
of a post-colonial subject in a divided country
389
13.1
History of nationality policy since 1945
390
13.2 Modes of acquisition and loss of citizenship
397
13.3 Current debates: The challenges of gender equality, migration,
Europeanisation and reunification
405
13.4 Statistical developments since 1985: The ‘politics of numbers’ and
the ‘numbers game’
408
13.5 Conclusions
409
Zeynep Kadirbeyoglu
14
Changing conceptions of citizenship in Turkey
419
14.1 History of Turkish citizenship law
419
14.2 Modes of acquisition and loss of Turkish citizenship
426
14.3 Statistics
428
14.4 Conclusions
431
14.5 Epilogue
432 Eugene Buttigieg
12
Malta’s citizenship law: Evolution and current regime
367
12.1 Historical background
367
12.2 Current modes of acquisition and loss of citizenship
373
12.3 Statistical developments
379
12.4 Recent reforms
381
12.5 Conclusions
383 Zeynep Kadirbeyoglu 14
Changing conceptions of citizenship in Turkey
419 14.1 History of Turkish citizenship law
419 14.2 Modes of acquisition and loss of Turkish citizenship
426 14.2 Modes of acquisition and loss of Turkish citizenship
426
14.3 Statistics
428 14.4 Conclusions
431 CONTENTS 9 9 Wiebke Sievers
‘A call to kinship’? Citizenship and migration in the new Member
States and the accession countries of the EU
439
1
Excluding long-term residents and their descendants: Initial
determination of citizenship in Estonia, Latvia, Slovenia and
Croatia
440
2
Reaching out to emigrants and expatriates: Restitution laws, dual
nationality and status laws
446
3
Excluding recent immigrants: Naturalisation requirements
452
4
Conclusions
455
List of contributors
459 List of figures and tables Figure 1.1
Estonian citizens and stateless persons in Estonia,
1992-1 January 2008, per cent of total population
48
Figure 1.2
Naturalisation in Estonia, 1992-2007, persons
naturalised per year in thousands
59
Table 2.1
Changes in ethnic composition of Latvia’s population
83
Table 2.2
Citizens and non-citizens of Latvia
83
Table 2.3
Residents of Latvia on 1 July 2008 (by ethnic origin)
83
Table 2.4
Children of non-citizens and stateless persons born
after 21 August 1991 who were granted Latvian
nationality (31 May 2008)
84
Table 2.5
Numbers of naturalisations in Latvia per year
85
Table 2.6
Numbers of persons passing history and language
exams for naturalisation
86
Table 2.7
Ethnic origin of applicants for naturalisation in Latvia
(31 May 2008)
87
Table 2.8
Age of applicants for naturalisation in Latvia
(31 May 2008)
87
Table 3.1
Ethnic composition in Lithuania
114
Table 3.2
Number of naturalised persons, 2003-2007
115
Table 3.3
Number of persons who have lost Lithuanian citizenship,
by reasons
115
Table 3.4
Retention of the right to Lithuanian citizenship
115
Table 4.1
Foreigners granted Polish nationality by conferment
in 1992-2001 and by conferment, acknowledgement
and spousal acquisition in 2002-2006, by (former)
nationality
137
Figure 4.1
Acquisitions of Polish nationality by conferment
(1992-2006)
139
Table 4.2
Repatriation visas to Poland in 1997-2006,
by repatriates’ previous country of residence
141
Table 5.1
Number of naturalisations and re-naturalisations
as well as terminations of nationality in Hungary,
1985-1994
166
Table 5.2
Distribution of nationality law cases in Hungary,
1998-2008
167 CITIZENSHIP POLICIES IN THE NEW EUROPE 12 Table 5.3
Ratio of naturalisation decisions in Hungary in 2002,
2007 and 2008
168
Table 6.1
Naturalisations in Romania, 16 June 2000-29
October 2008
198
Figure 6.1
Duration in months of the process of naturalisation
in Romania, by original nationality of applicants
accepted in 2005, 2006 and 2007
199
Table 7.1
Number of decrees issued by the Vice-President of
the Republic of Bulgaria for change of citizenship for
the period 1 January 2001-31 December 2006
236
Table 7.2
Number of applications for a change of citizenship
for the period 1 January 2000-31 December 2006
237
Table 8.1
Conceptual scheme of Act No. 40/1993 Coll. List of figures and tables on
the Acquisition and Loss of Citizenship of the
Czech Republic
252
Table 8.2
Naturalisations (excluding Slovak nationals) in the
Czech Republic, 1993-2007
262
Table 8.3
Number of Slovak and other nationals acquiring
Czech citizenship from 2001-2007
262
Table 8.4
Slovak nationals who acquired Czech citizenship by
declaration (Section 18a of Act No. 40/1993 Coll.)
262
Table 8.5
Former Czechoslovak nationals who (re-)acquired
Czech citizenship by declaration under Act
No. 193/1999 Coll. 263
Table 9.1
Number of persons who acquired citizenship of the
Slovak Republic, 1993-2008
294
Figure 9.1
Czechs and other foreign nationals who acquired
citizenship of the Slovak Republic, 1995-2008
296
Table 9.2
Refugees and asylum seekers in the Slovak Republic,
1995-2008
296
Table 10.1
Admission to Slovenian citizenship based on
supplementary and corrective initial determination rules
(art. 40, 1991, art. 19, 2002) and on standard provisions
for naturalisation by country of origin, 25 June 1991-31
December 2008
324
Table 10.2
Regular and facilitated naturalisations by groups of
persons in Slovenia, 1991-2008
324
Table 10.3
Regular and facilitated naturalisations in Slovenia per
year, 1991-2008
324
Table 10.4
Reasons for granting exceptional naturalisations in
Slovenia
324
Table 10.5
Exceptional naturalisations in Slovenia per year,
1991-2008
325 LIST OF FIGURES AND TABLES 13 Table 10.6
Release from Slovenian citizenship per year,
1991-2008
325
Table 12.1
Acquisition of Maltese nationality by registration
for 1998-2008 according to the grounds for
registration
380
Figure 12.1
Number of naturalisations and registrations in Malta,
1990-2008
380
Table 13.1
Acquisitions of Cypriot citizenship by modes,
1985-3 March 2009
408
Table 14.1
Automatic acquisition of Turkish citizenship,
1990-2008
429
Table 14.2
Acquisition of Turkish citizenship through a decision
of the authorities, 1990-2008
429
Table 14.3
Loss of Turkish citizenship by a decision of the
authorities, 2000-2008
430
Table 14.4
Previous loss of citizenship by those who have reacquired
Turkish citizenship according to three main categories,
2000-2004
431 Preface Nevertheless, one of the basic rationales of this publication has re-
mained the same. While there has been a growing interest in compara-
tive research on citizenship policies in major countries of immigration,
both overseas and in Europe, most comparative studies are limited in
geographic scope to a small number of already well-researched coun-
tries. The present volume looks at countries that are rarely included in
these studies.2 Why concentrate only on the twelve new Member States plus Croatia
and Turkey. There are various reasons for this choice. The initial idea
for analysing the nationality regulations in this particular group of
countries originated in another EU-funded project called The Acquisi-
tion of Nationality in EU Member States: Rules, Practises and Quanti-
tive Developments, or ‘NATAC’ for short. NATAC provided the first
strictly comparative analysis of the rules and practices regulating the
acquisition and loss of nationality in the fifteen ‘old’ EU Member
States. Unlike earlier, similar studies, it was not limited to country re-
ports but used a new methodology that facilitates the comparison of
the regulations across countries. The results of this project are pub-
lished in two volumes (Baubo¨ck, Ersbøll, Groenendijk & Waldrauch
2006). Volume 1 contains comparative reports with chapters on the
modes of acquiring and losing nationality, the statistics on nationality,
the trends in nationality laws and the statuses of denizenship and qua-
si-citizenship in the fifteen states. Volume 2 supplies specific back-
ground information on the historical and political evolution of the na-
tionality legislation in each individual country, structured according to
a common grid in order to facilitate comparative analyses. g
y
This book represents a first attempt at adapting the methodology de-
veloped in the NATAC project to the new Member States and the acces-
sion countries of the EU. The country reports included in this volume
are structured according to a common grid that is similar to the one
used for Volume 2 of the above mentioned publication. Each chapter
contains a historical outline of nationality policy since 1945 that pro-
vides a broad overview of developments with special emphasis on im-
portant reforms, breaks from basic principles of nationality acquisition
and loss and regulations for special groups of people (e.g. an ethnic
diaspora). Subsequently, the authors summarise the basic principles of
the most important current modes of acquisition and loss of nationality
in their respective countries. Preface It is not often that academic books are published in a second edition
within less than two years from the date of first publication. Some-
times the reason is that a book turns out to be a bestseller and reaches
beyond a specific audience. Unfortunately, we cannot pretend that this
applies to the present volume. Why, then, did we still think that it was
worth putting out an expanded and thoroughly revised second edition? Firstly, the European Union was enlarged again in 2007. We now in-
clude the newest Member States, Bulgaria and Romania, in our com-
parison. The analyses of these two countries further confirm the com-
plexity of citizenship arrangements in the post-communist countries of
Central and Eastern Europe, which use their citizenship legislations to
build and maintain external relations with ethnic kin populations and
diaspora groups in neighbouring states. Secondly, we had already included Turkey in the first edition; the
new edition also contains a chapter on Croatia and thus fully covers
the official candidates for membership, which are currently negotiating
their accession to the European Union.1 This allows us to study the on-
going impact of enlargement on concepts and policies of citizenship. Moreover, both Turkey and Croatia are major source countries of immi-
gration for the fifteen pre-2004 EU countries. These traditions as send-
ing countries are reflected in the Turkish and Croatian citizenship leg-
islations, which interact with the citizenship policies of countries
where the Turkish and Croatian emigrants have settled. Finally, the two
accession states both share several important features or historical con-
nections with the newer Member States. The conceptions of citizenship
in Turkey and Cyprus still show traces of the Ottoman legacy and Tur-
key also shares some Mediterranean commonalities with Malta, while
Croatia has had to cope with challenges of state formation in the post-
Yugoslavian context that are similar to those of Slovenia. Thirdly, one of the main results of our comparative studies on the
acquisition and loss of nationality in the European Union is that citi-
zenship policies have become thoroughly politicised and are therefore
also subject to frequent changes. This increased volatility of reforms
means that published results can be quickly superseded by new events. We have therefore offered all of the authors the opportunity to update CITIZENSHIP POLICIES IN THE NEW EUROPE 16 and revise their chapters so that they cover significant new develop-
ments. Preface A third section looks at current political
debates and any changes planned for the future. Finally, the reports
present the statistical developments since 1985, describe which modes
of acquisition and loss of nationality are dealt with by the available sta-
tistics and explain important breaks in the numbers of acquisitions PREFACE 17 and loss of nationality in their country. Like the country reports gath-
ered for the NATAC project, the reports included in this volume do not
primarily aim at a legal comparison but concentrate on the historical
and political background of current regulations for the acquisition and
loss of nationality. A further question guiding our research was the im-
pact of the EU and other international bodies on the evolution of these
regulations. g
Nevertheless, this book on citizenship in the new Europe is a publi-
cation in its own right with a very specific focus. The concepts of na-
tionality and citizenship in the fourteen countries under discussion in
this volume generally differ quite strongly from those prevalent in Wes-
tern Europe. By and large, citizenship in these countries is still closely
linked to an ethnic interpretation of nationality, transmission to subse-
quent generations is exclusively based on descent, there is greater hos-
tility towards multiple nationality, and greater emphasis is laid on citi-
zenship links with ethnic kin-minorities in neighbouring countries and
expatriates. Indeed, emigration has played a more important role for
recent citizenship reforms in these countries than immigration. Yet, a
few among them are already experiencing another transition, from a
sending country to a transit country and finally to a receiving country
of new immigration. Moreover, eleven of these countries have also un-
dergone a transition from communist to democratic rule. A final fun-
damental contrast with the old fifteen EU Member States is that none
of these countries has enjoyed continuous independence within the
present state borders for more than 60 years. In addition to dealing
with individual acquisition and loss of citizenship, these countries
therefore had to resolve the puzzling problems of initial collective citi-
zenship determination for large populations in the context of state re-
storation, of new establishment after partitioning or secession or of
geographic relocations of borders. Preface Again, this has sometimes implied a
return to ethnic roots and the exclusion of long term residents and
their children for political reasons, such as the restrictive access to Es-
tonian and Latvian citizenship for Russian immigrants who settled
there after 1940. 9
This book does not include a detailed comparison of specific provi-
sions in nationality law, as provided by Harald Waldrauch in volume 1
of the NATAC project on the fifteen ‘old’ Member States. However, we
have added two comparative chapters to the fourteen case studies: a re-
vised and updated version of Andre Liebich’s introduction to the first
edition, which traces the historical trajectories of citizenship in the
post-communist states, and a new comparative overview of the main
features of current citizenship legislation by Wiebke Sievers that con-
cludes the present volume. Both chapters emphasise the specific chal-
lenge of new state formation and initial determination of citizenship. 18 CITIZENSHIP POLICIES IN THE NEW EUROPE What we provide in this book is not a definitive account of compara-
tive citizenship studies in this European region, but a starting point for
further inquiries. There are four main areas where we see a need for
future research. Firstly, in order to fully understand how citizenship policies affect
specific groups of migrants or minorities, we need to break down the
laws into their components and study then how they are implemented
and how the legislation of different countries interacts in generating le-
gal statuses or bundles of rights and obligations. The research line in-
itiated by the NATAC project should therefore eventually also be fully
applied to the new Member States and accession countries.3 pp
Secondly, we need to go beyond comparing legislative output to pro-
mote studies of the policy formation process that leads to citizenship
reform. Political parties, associations lobbying for specific interests, in-
ternational organisations and public discourses in the mass media are
all important factors that need to be researched in order to better un-
derstand how and why citizenship issues enter the political agenda. y
g
Thirdly, building on these solid empirical foundations, one can try to
condense the comparison into quantitative indices that measure how
open or closed a citizenship regime is for newcomers or for external af-
filiations of emigrants and kin minorities. Preface In the past, such standar-
dised comparisons were often based on a few selected indicators, such
as provisions on ius soli, residence requirements for naturalisation and
toleration of dual citizenship. By studying the citizenship laws of the
new EU Member States we can see why this approach is often mislead-
ing. Formal residence requirements do not always tell us how easy ac-
cess to naturalisation is. Some countries only start counting residence
periods from the day the applicant has acquired a residence permit,
which may take several years depending on the status of the applicant
and the country of residence. In other countries, discretion regarding
naturalisation is fairly unlimited. Moreover, toleration of dual citizen-
ship often applies only to emigrants, not immigrants. We are happy to
report that recent attempts to standardise the comparison between citi-
zenship policies have improved, partly as a result of the findings of the
NATAC project. We want to mention here specifically the revised ver-
sion of Marc M. Howard’s Citizenship Policy Index (Howard 2010),
Sara Wallace Goodman’s CIVIX index that measures language, country
knowledge and value commitment requirements (Wallace Goodman
2010), as well as the new version of the Migrant Integration Policy In-
dex MIPEX (British Council 2008). Fourthly, the point of standardised comparison is often to encourage
policy changes oriented towards best practices in other countries. From
a social science perspective, the main goal, however, is to explain why
countries adopt or change the policies they have. The NATAC volumes 19 PREFACE and the present book provide much material for contextual policy ex-
planation, but have not attempted a systematic comparative explana-
tion. Much of the older literature in this field is based on extrapolating
trends from a few case studies. Using NATAC results, recent studies
have revised some earlier hypotheses about a general trend towards lib-
eral convergence and have suggested some new ideas on how to ex-
plain variations between countries (see e.g. Joppke 2007, 2008; de
Groot & Vink 2010). Comparative analyses of larger numbers of cases
using quantitative indicators in order to identify causal variables for
policy change are still rare. The aforementioned recent studies by Ho-
ward and Wallace Goodman illustrate that citizenship policies are now
examined by the whole range of disciplinary and methodological ap-
proaches available in the social sciences. Preface We hope that the present volume will encourage many more re-
searchers to overcome the Western bias that has shaped the field of ci-
tizenship studies for such a long time by including the new Member
States and accession countries in their comparative studies. We also
hope that this book will alert policymakers to the fact that the common
citizenship of the European Union connects the citizenship regimes of
Member States. In Europe, distinct historic legacies and sovereign
powers of self-determination in matters of citizenship are increasingly
challenged through growing interdependence between states connected
through migration and supranational integration. Rainer Baubo¨ck, Bernhard Perchinig and Wiebke Sievers
Vienna and Florence, August 2008 CITIZENSHIP POLICIES IN THE NEW EUROPE 20 citizenship in Europe within the European Union Democracy Observatory (EUDO),
which is currently being built by the Robert Schuman Centre of the European
University Institute. Notes 1
The Former Yugoslav Republic of Macedonia has also been a candidate since 9
November 2005, but accession negotiations have not commenced due to its conflict
with Greece over the name ‘Macedonia’. 1
The Former Yugoslav Republic of Macedonia has also been a candidate since 9
November 2005, but accession negotiations have not commenced due to its conflict
with Greece over the name ‘Macedonia’. 2
The first edition of this book was based on papers presented at a conference held in
Vienna from 30 June to 2 July 2005. This conference was organised within the
framework of the EU-funded Network of Excellence IMISCOE (International
Migration, Integration and Social Cohesion in Europe) by a thematic research cluster
that focuses on migration and citizenship. We would like to thank the European
Committee for funding this meeting, the IMISCOE Editorial Committee and
Amsterdam University Press for providing a platform for the dissemination of our
work, all reviewers for their helpful comments and, last but not least, Karina Hof for
her meticulous work on the proofs. 2
The first edition of this book was based on papers presented at a conference held in
Vienna from 30 June to 2 July 2005. This conference was organised within the
framework of the EU-funded Network of Excellence IMISCOE (International
Migration, Integration and Social Cohesion in Europe) by a thematic research cluster
that focuses on migration and citizenship. We would like to thank the European
Committee for funding this meeting, the IMISCOE Editorial Committee and
Amsterdam University Press for providing a platform for the dissemination of our
work, all reviewers for their helpful comments and, last but not least, Karina Hof for
her meticulous work on the proofs. 3
This is one of the major aims of the project Access to Citizenship in Europe
(EUCITAC), which is financed by The European Fund for the Integration of Third
Country Nationals and coordinated by Rainer Baubo¨ck together with Jo Shaw from
the University of Edinburgh. EUCITAC aims to install a web-based observatory on Bibliography Baubo¨ck, R., E. Ersbøll, K. Groenendijk & H. Waldrauch (eds.) (2006), Acquisition and
Loss of Nationality. Policies and Trends in 15 European Countries. Vol. 1: Comparative
Analyses, Vol. 2: Country Analyses. Amsterdam: Amsterdam University Press. British Council (2008), Migrant Integration Policy Index. www.integrationindex.eu. Groot, R. de & M. Vink (2010), ‘Citizenship Attribution in Western Europe: International
Framework and Domestic Trends’, Journal of Ethnic and Migration Studies 36 (4)
(forthcoming). Howard, M.M. (2010), ‘Liberalizing Change or Continued Restrictiveness? Explaining
Variation in Citizenship Laws in 11 EU Countries’, Journal of Ethnic and Migration
Studies 36 (4) (forthcoming). Joppke, C. (2007), ‘Transformation of Citizenship: Status, Rights, Identity’, Citizenship
Studies 11 (1): 37-48. Joppke, C. (2008), ‘Comparative Citizenship: A Restrictive Turn in Europe?’, Law & Ethics
of Human Rights 2 (1): 1-41. Wallace Goodman, S. (2010), ‘Integration Requirements for Integration’s Sake? Identify-
ing, Categorizing, and Comparing Civic Integration Policies’, Journal of Ethnic and
Migration Studies 36 (4) (forthcoming). Introduction: Altneuländer or the vicissitudes of
citizenship in the new EU states Andre Liebich Altneuland is the title of a novel written over a century ago by the Zio-
nist leader Theodor Herzl. The old-new land Herzl had in mind was
Palestine but the term is apposite for the lands with which this volume
is concerned, in particular, the former communist states that have re-
cently joined the European Union. From the point of view of the issue
of citizenship, these countries display a peculiar blend of antiquity and
novelty that deserves careful consideration. In this introduction, I
therefore propose to make a survey of the preconditions and conditions
of citizenship in the new EU Member States through the prism of ‘old’
and ‘new.’ Applying these terms, I shall first consider the specificities
of statehood in this group of countries; I shall then look at the evolu-
tion of principles of political membership, and, finally, I shall consider
the efforts to incorporate the past into the present citizenship provi-
sions. 1
New states and old concerns, or why there is not much
plural citizenship in the Altneuländer When the First World War broke out, less than a century ago, only two
of the twelve new members of the EU enjoyed statehood. Bulgaria had
acquired sovereignty barely six years earlier and Romania, though a
fully sovereign state for a generation, was to change boundaries so sub-
stantially as an outcome of the First World War that it was practically
recreated. Of the remaining countries, five (Poland, Hungary, Lithua-
nia, Latvia, Estonia) arose as a result of the Paris Peace Treaties (1919). Only one (Hungary) has enjoyed uninterrupted statehood since 1918
and, in the case of the Baltic states, their statelessness in this period
has lasted longer than their statehood.1 Two European states (Cyprus
and Malta) acquired independence in the course of Cold War decolo-
nialisation.2 Three other countries (Slovenia, the Czech Republic, Slo-
vakia as well as potential EU Member State Croatia) have only become
states in the last fifteen years (though Slovakia and Croatia had a brief
and not very happy experience as states during the Second World War). 22 ANDRE LIEBICH ANDRE LIEBICH To be sure, at least two countries, Poland and Hungary, have long
been acknowledged, even when absent from the map and even by such
sceptics as Marx and Engels, as one-time historic states (Rosdolsky
1986; Connor 1984). Other countries, notably Bulgaria, Lithuania and
the Czech Republic, might make weaker claims to a distant statehood
in a more or less misty past. The contrast with the situation of the ‘old’
fifteen EU Member States could not be more striking. Although the
‘old’ EU also numbers three countries that only arose after the First
World War (Finland, Austria, Ireland) and one whose existence was in-
terrupted (Austria), twelve of the fifteen old EU countries have known
uninterrupted statehood for periods running from well over a century
(Germany, Luxemburg, Italy, Belgium, Greece) to many hundreds of
years (United Kingdom, the Netherlands, Spain, Portugal, Sweden,
Denmark, France). ,
)
The recent and discontinuous statehood that characterises the new
EU states has broad implications for political attitudes and identity. The Hungarian public intellectual Istvan Bibo´ has spoken of the ‘dis-
tress of the small states of Eastern Europe’, by which he means ‘an-
guish at the perspective of the disappearance of one’s own people and
country’ (Bibo´ 1991 [1946]: 13-69). This anxiety is based on the histori-
cal realities noted above but it is reinforced by demography. 1
New states and old concerns, or why there is not much
plural citizenship in the Altneuländer Though
there are smaller states in the old EU, some of the new Member States
are very small indeed (Slovenia, Estonia, Latvia and Lithuania together
are smaller in population than Belgium or Portugal) and all of them
combined, excepting Poland, have the population of one of the larger
EU Member States, such as France or Italy. Even Poland, whose popu-
lation is larger than all the other new EU adherents put together, is it-
self only about the size of Spain. And, as though to underline that in
East Central Europe even a population of 38 million nationals does not
spare one from brooding on the survival of the state, Poland’s hymn
still begins, somewhat ominously, ‘Poland has not yet perished while
we are alive’ (further on these arguments, Liebich 2008). The fragility of statehood in East Central Europe drives all these
countries in the direction of a state-reinforcing overcompensation. The
preambles to most constitutions or other foundational documents (see
annex) evoke ancient genealogies and historical continuities. Moreover,
the Baltic states’ insistence on the legal fiction of uninterrupted state-
hood, despite a half century of statelessness, leads them to adopt con-
stitutional and legislative dispositions that transform a fixed date into a
marker of timelessness. Legitimacy apparently reposes, at least in part,
upon antiquity and continuity and the search for these is a serious task
(Liebich 1995). One would imagine that this kind of tenacious attachment to a re-
cent and therefore tenuous type of statehood would be reflected in the 23 INTRODUCTION philosophy and provisions regarding plural citizenship (Liebich 2000). This is indeed the case, though the variations are many and are them-
selves significant. Generally speaking, one sees a spectrum running
from qualified or court-imposed interdiction (Czech Republic and
Lithuania) to unqualified (Hungary) or almost unqualified (Slovakia)
acceptance of plural citizenship.3 In between, we find the countries
that tend strongly towards acceptance (Poland and Slovenia) and a
growing number of countries that do not allow plural citizenship for
naturalised citizens but authorise it for members of their own ethnic
group who repatriate in their country of origin, for citizens by birth
who naturalise abroad or even for co-ethnic kin groups residing
abroad. The situation in many of these countries appears to be in flux. 1
New states and old concerns, or why there is not much
plural citizenship in the Altneuländer Three
countries (Latvia, Poland and Slovenia) stipulate either that nationals
will only be ‘considered’ citizens of the respective country or that na-
tionals will ‘not be recognised’ as citizens of another country. In the
cases of Poland and Slovenia, administrative authorities may require a
candidate for naturalisation to relinquish previous citizenships but they
apparently rarely do so. In Latvia, the courts have ruled that plural citi-
zenship can be prohibited, but this applies only for naturalised citi-
zens. Lithuania, where the Constitution states that no one may be a ci-
tizen of both Lithuania and another state (art. 12, para. 2), moved to-
wards the acceptance of plural citizenship for its pre-1940 nationals
and their descendants, even those who did not repatriate. These inno-
vations have since been struck down by the national courts as unconsti-
tutional and discriminatory, leaving Lithuania with no provision for
plural citizenship. Estonia, somewhat casuistically, does not accept
plural citizenship on the basis of the 1995 citizenship law but does ac-
cept it on the basis of its 1938 law. This effectively means that only nat-
uralised citizens are required to relinquish their previous nationalities. q
q
p
Whether a country edges towards the position of accepting or limit-
ing plural citizenship, it generally looks out for its own ethnic kin,
waiving most requirements, sometimes including language or resi-
dency requirements, on behalf of expatriates and even their descen-
dants or on behalf of minorities abroad. In addition to the cases men-
tioned above, this policy of ethnic preference is particularly blatant in
the cases of Bulgaria and Croatia, where the purpose is to establish the
symbolic borders of the nation, beyond those of the state. This is also
the thrust of the Romanian policy of extending citizenship to those per-
sons and their descendants who were Romanian citizens before Roma-
nia’s territorial losses in 1940. In contrast to other cases, however, this
extension also includes non-Romanian ethnics living in these areas. 1
New states and old concerns, or why there is not much
plural citizenship in the Altneuländer All
three countries, but particularly Romania, which has thus offered its ci-
tizenship to many if not most of the inhabitants of Moldova and some 24 ANDRE LIEBICH inhabitants of Ukraine, have pulled back from this policy – a policy
that could be considered generous or imperialistic, as one would have
it – since these countries have found themselves swamped with ‘oppor-
tunistic’ applications that defeat the original ethnic in-gathering inten-
tion of the policy. p
y
All in all, one may identify a tendency, however weak, towards the
relaxation of the injunctions against plural citizenship.4 States have ab-
rogated the communist-era bilateral conventions on elimination of
cases of dual nationality. This relaxation does not, however, bring these
states closer to the spirit of the most recent European Convention on
Nationality (1997), which accepts plural citizenship as much as earlier
conventions discouraged it. Most of these states reserve plural citizen-
ship for their own ethnic kin. They are therefore not reacting to pres-
sures for euro-compatibility but rather to pressures from their own
e´migre´ communities and from nationalist politicians. As a conse-
quence of the fall of communism, these countries have reconciled
themselves with their historical e´migre´ communities, just as these
communities abroad have reconciled themselves with their countries of
origin. A recent development is that these countries are producing a
significant new wave of emigration. Part brain drain, part cheap labour,
stimulated by globalisation as well as by EU enlargement, these new
emigrants are even more interested in maintaining ties with their
home countries than their predecessors. The meanderings of policies regarding plural citizenship, which
have provoked intense public debate in many of these countries, bring
to the fore two characteristics of citizenship in the post-communist
states. First, the triumph of ethnic conceptions of citizenship over
others; second, the use of citizenship policy as a means to right histori-
cal wrongs. These are the themes of the following two sections of this
introduction. Old categories and new principles, or how ethnicity has
trumped other grounds of citizenship 2 The classic distinction between civic and ethnic conceptions of citizen-
ship, as well as that between citizenship founded upon ius soli and ius
sanguinis, apply to the countries under discussion here too.5 Signifi-
cantly, what might be considered the more enlightened variant of citi-
zenship, civic citizenship (or at least a prototype of civic citizenship), as
well as the more progressive principle of membership, ius soli, belong
to these countries’ past rather than to their present. In the two countries of the area under discussion that have the
strongest state tradition, Poland and Hungary, a medieval conception 25 INTRODUCTION of political citizenship prevailed well after it had disappeared else-
where. In both countries, as in some other parts of Europe, the gentry
or equestrian estate was seen as constituting the nation, that is, the po-
litically enabled and active part of the population. If, from the perspec-
tive of global justice, ‘citizenship in Western liberal democracies is the
modern equivalent of feudal privilege’ (Carens 1987: 252), then feudal
privilege may well be the medieval equivalent of citizenship. The ori-
ginality of the Polish and Hungarian cases was that this estate, largely
made up of the landowning squirearchy or even the landless petty gen-
try, though still only a small minority, comprised a far broader section
of the overall population than it did, for example, in Western Europe.6
Here, as in pre-modern Western Europe, estate identity overrode lin-
guistic or ethnic criteria. In the vast multiethnic entities that were the
Polish and Hungarian kingdoms, referred to as the Polish-Lithuanian
Commonwealth and the Lands of the Crown of Saint Stephen, social
status thus trumped the multitude of potentially competing blood con-
nections. The Polish szlachcic (noble or gentleman) was proud to de-
clare himself natione polonus, gente ruthenus (or lituanus), thus affirm-
ing that Polish political identity was compatible with Ruthenian (that
is, Ukrainian, in modern terms) or Lithuanian primordial ties. As these
terms may recall, a neutral dead language, Latin, was the political lin-
gua franca of this class well into the eighteenth century in the case of
Poland and into the middle of the nineteenth century in Hungary (Wa-
licki 1994; Ba´ra´ny 1990: 201). Political citizenship was thus a function of estate membership. Old categories and new principles, or how ethnicity has
trumped other grounds of citizenship In
Hungary, the crown was theoretically elective; in Poland, it was effec-
tively elective until the disappearance of the Polish state in 1795, with
the electorate consisting of the gentry estate. In spite of huge dispari-
ties of wealth and power, members of this estate cultivated a formal
equality to such an extent that in Poland all titles of nobility were out-
lawed (Davies 1982: 239ff). In both countries as well as in Bohemia,
Diets made up of members of the nation met regularly, deliberated vo-
ciferously and exercised power to various degrees (Schramm 1996). In Bohemia, the estate system proved weaker and decayed earlier
than in Hungary and Poland. As in these two countries, the estate sys-
tem here did not originally differentiate among ethnic or linguistic
identities, in this case, between Germans and Slavs. It cultivated a Bo-
hemian ‘land patriotism [...] the patriotism of our aristocracy’ (Sayer
1998: 57ff). Only in the wake of the seismic events of 1848, did Bohe-
mian and local identities change into ethnic ones. Bohemians and Bud-
weisers became Czechs or Germans, to quote the title of a recent study
which emphasises that ‘ethnicity was only one form of nationhood
among several in Habsburg Central Europe, yet one that came to domi-
nate the others’ (King 2002: 10). However, in Bohemia, territorial- 26 ANDRE LIEBICH based identity remained strong. During the First World War, Thomas
Masaryk originally founded his case for Bohemian independence on
the state rights of the historic Kingdom of Bohemia. He put aside this
argument only when he saw that it did not impress British decision
makers, who were indifferent to antiquarian constitutional niceties in
countries other than their own. He also downplayed it as he realised
that it did not further the project of uniting Slovakia with the Czech
lands in a future Czechoslovak state (Agnew 2000; Galandauer 1993). ( g
993)
The territorial demarcation of political membership, intimately con-
nected to citizenship based on ius soli, was firmly anchored elsewhere
in East Central Europe as well.7 From the early Middle Ages, the Hun-
garian comitat gave local territorial content to the principle of gentry
self-government (Bak 1990: 66; Holub 1958). After 1848 the comitat
remained a fundamental and prestigious administrative unit. Old categories and new principles, or how ethnicity has
trumped other grounds of citizenship p
y
g
p
In the post-First World War peace treaties the victors were thus ob-
liged to make concessions to the principle of ethnicity, at least as an al-
ternative criterion for the determination of citizenship. The treaties al-
lowed for a right of citizenship option. In the case of the Treaty of Ver-
sailles with Germany, individuals could determine their citizenship not
only on the basis of habitual residence but also by virtue of their place
of birth, on condition that their parents were domiciled in that place at
the time of their birth. As one commentator stated, ‘it [was] impossible
that there be any question of race or language [italics in original]’ in set-
ting criteria for optants ‘since Poland counts masses of Jews among its
nationals [ressortissants] speaking a special jargon, and more than one
third of the citizens of Czechoslovakia are of the German language’
(Brustlein 1922: 35). In fact, race and language were precisely the cri-
teria applied for the successor states of the Habsburg empire. Indivi-
duals having Heimatrecht anywhere in the former Austria-Hungary
could choose, instead of the citizenship of the state in which their com-
mune now lay, the citizenship of the state where the majority of the po-
pulation was made up of people speaking their language and was of
their ‘race’. In a sort of counterpart to the Treaty of Versailles provision
that citizenship could also be based on one’s place of birth in addition
to one’s current place of residence, the Treaty of Saint Germain and
the Treaty of Trianon allowed citizenship to be claimed on the basis of
an earlier Heimatrecht just previous to one’s current Heimatrecht (Sub-
botitch 1926; Brustlein 1922). 9
9
)
One is tempted to see in the differential dispositions with regard to
Germany and Austria-Hungary an expression of the different percep-
tions of these two countries, Germany being seen as governed by more
civic and Austria-Hungary by more ethnic considerations. Confirma-
tion of such an approach might be sought in the fact that the Treaty of
Versailles speaks of Czechoslovaks (art. 85) and Poles (art. 91) who are
German nationals, yet does not define a Czechoslovak or a Pole, unlike
Trianon and Saint Germain, which specifically evoke ‘race and lan-
guage’. It may be simply the logic of Heimatrecht that leads in this di-
rection. Old categories and new principles, or how ethnicity has
trumped other grounds of citizenship The Pol-
ish Dietines, assemblies of local gentry, were the effective units of gov-
ernment in pre-partition Poland from the fifteenth century to the late
eighteenth century (Davies 1982: 323). Polish exiles after 1830, having
abandoned the now obsolete idea of a Polish gentry nation, defined the
Polish nation in territorial terms, as consisting of all those who lived in
the territory of Poland before the first partition of 1772 (Kukiel 1955;
Liebich 2004). Restoration of the Polish state within these borders was
still the demand of Polish activists at the time of the First World War.8
Finally, until 1918, throughout the whole territory of the Austro-Hun-
garian empire (with the partial exception of Bosnia-Herzegovina), Hei-
matrecht (indige´nat, pertinenza), an original form of communal citizen-
ship, was the basic building block of state citizenship (Redlich 1907).9
This institution, which deserves the attention of historians of citizen-
ship, appears to have survived unto the present day only in Switzer-
land.10 The Allied and Associated Powers, victors in the First World War,
had fought, purportedly, for the rights of small nations and for the
principle of national self-determination. Their objective was the crea-
tion of national states, that is, states that were, if not ethnically homo-
geneous, at least responsive to the aspirations of ethnic nations in East
Central Europe. In setting down the rules for acquisition of citizenship
in the successor states, however, the victorious powers resorted to terri-
torial criteria. Anyone habitually resident (in the case of former Ger-
man or Russian territory) or possessing communal Heimatrecht (in the
case of former Austria-Hungary) within the new frontiers of a state
was entitled to that citizenship. The solution did not preclude citizen-
ship conundra for individuals who were not of the majority ‘race and
language’ and who did not possess – or could not prove – present or
past Heimatrecht in their state of residence – for example, some Hun-
garians in Slovakia (Napier 1932). This was perhaps the last time that a INTRODUCTION 27 territorial principle predominated over ethnic criteria in determining
citizenship in the countries with which we are concerned. Henceforth,
territoriality, like social status in an earlier period, became a criterion
of the past and ethnicity took the lead in regards to citizenship. Old categories and new principles, or how ethnicity has
trumped other grounds of citizenship As Heimatrecht replaces birth place and encourages the cult of
a petite patrie or a spirit of subjective belonging, it may be expected that
Heimatrecht-based citizenship on a state scale would edge away from a
strictly impersonal basis of citizenship, such as birthplace, and seek
out other criteria for belonging. Since 1918, the prevailing conceptions of identity in all of the coun-
tries in question have led them to look towards ethnic criteria in defin- 28 ANDRE LIEBICH ing those entitled to citizenship, as we have already seen in the discus-
sion about the selective authorisation of plural citizenship. On a formal
level, the governing principle of the citizenship laws presented in this
volume is descent without reference to ethnicity, albeit, in the case of
the Baltic states, with a strict time reference. Bulgaria even proclaims
an apparent ius soli principle that is, in fact, negated in the same
breath because, according to the Constitution, any child born on Bul-
garian territory is a citizen, unless it acquires another citizenship by origin
(art. 25, para. 1; my italics). Ius soli is, in fact, so marginalised that in
some countries (i.e. Latvia, Romania, Hungary), restrictions are made
on the naturalisation of foundlings, who, one might assume, would be
automatically granted citizenship.11 In addition to explicit ethnic criter-
ia with regard to naturalisation, the underlying ethnic concept of citi-
zenship can be found explicitly in schemes that attempt to establish a
quasi-citizenship or a special connection with co-nationals abroad. The most famous recent case of such an attempt at quasi-citizenship
– ‘fuzzy’ citizenship as one scholar has called it – is that of the Hungar-
ian Status Law of 2001 (Fowler 2002). This measure provoked an enor-
mous storm in the states concerned, the countries of the Hungarian
diaspora. The question was examined by international bodies, notably
the Venice Commission12 and the Council of Europe. The Hungarian
Status Law was finally adopted in significantly modified form, having
served as a reminder of the passions that issues of citizenship can
arouse (see Ka´ntor, Majtenyi, Ieda, Vizi & Hala´sz 2004). The Hungarian Status Law provides a certain number of advantages
to its beneficiaries. When in Hungary status holders enjoy the same
cultural and educational benefits as Hungarian citizens, as well as sub-
sidised travel, and some social security and health service benefits. Old categories and new principles, or how ethnicity has
trumped other grounds of citizenship They can work for up to three months a year in Hungary without re-
striction. The Law provides additional advantages to Hungarian tea-
chers living abroad (not just teachers of Hungarian but those teaching
in Hungarian) and subsidies to families abroad who send their chil-
dren to local Hungarian schools. State subsidies are guaranteed for
Hungarian-language institutions and for Hungarian community orga-
nisations abroad. The Hungarian Status Law is not unique. Overcoming lengthy bu-
reaucratic and political obstacles, Poland finally introduced a Polish
Card in 2007. Slovenia has adopted the Republic of Slovenia and Slove-
nians Abroad Act (2006), which serves a similar purpose. Slovakia has
adopted a full-fledged Law on Expatriate Slovaks (1997). The benefici-
aries can reside in Slovakia ‘for a long period’ of time and can be em-
ployed – apparently, for an unlimited period – without a work permit
and without permanent residence status. They receive assistance ‘to
maintain their Slovak identity,’ wherever they may be. There is some INTRODUCTION 29 alleviation of provisions governing social security contributions while
elderly expatriates receive travel subsidies within Slovakia. Lithuania’s
citizenship law (2002) provides for a certificate of indefinite ‘retention
of the right to citizenship’ for pre-June 1940 Lithuanian citizens as well
as ‘persons of Lithuanian descent’ – the term is unspecified – residing
abroad. Why did the Hungarian status law provoke a storm abroad whereas
there does not appear to have been any such adverse reaction to, say,
the corresponding Slovak law? The answer seems to lie in the respec-
tive definitions of prospective beneficiaries. Significantly, and perhaps
paradoxically, the Slovak law has not caused international concern be-
cause it defines its beneficiaries in ethnic terms whereas the Hungar-
ian law is vague on ethnic requirements and precise on territorial con-
ditions. Old categories and new principles, or how ethnicity has
trumped other grounds of citizenship Slovak expatriate status may be granted to an individual without Slo-
vak citizenship who has ‘Slovak nationality or Slovak ethnic origin and
Slovak cultural and language awareness.’ Slovak ethnic origin is ob-
tained if at least one ancestor ‘up to the third generation had Slovak
nationality.’ ‘Cultural and language awareness’ depends on ‘at least pas-
sive knowledge of the Slovak language and basic knowledge of Slovak
culture or declaring himself/herself actively for the Slovak ethnic [sic].’
I do not propose to ponder the ambiguities of the expression ‘declaring
[oneself] actively for the Slovak ethnic.’ Rather, let me cite, for pur-
poses of comparison, the definition contained in the Hungarian Status
law: This Act shall apply to persons declaring themselves to be of
Hungarian nationality, who are not Hungarian citizens and who
have their residence in the Republic of Croatia, the Federal Re-
public of Yugoslavia, Romania, the Republic of Slovenia, the Slo-
vak Republic or the Ukraine and who have lost their Hungarian
citizenship for reasons other than voluntary renunciation. (art. 1,
para. 1) Simply declaring oneself to be ‘of Hungarian nationality,’ as certified
by a recognised Hungarian community organisation abroad, is suffi-
cient to obtain the ‘Certificate of Hungarian Nationality’ provided for
in the Status Law. Note also that by referring only to persons of Hun-
garian nationality rather than Hungarian ancestry or descent, the Sta-
tus Law might be seen as thinking in terms of a state of affairs that
disappeared in 1920. Underlying the difference in reactions provoked by the Hungarian
Status Law and the (non) reaction to the Slovak Expatriate Law, is his-
torical experience. For almost a millennium, Hungary, even when its 30 ANDRE LIEBICH own sovereignty was impaired, dominated the Danubian basin and out-
lying areas. All or parts of the countries mentioned in the Status Law
belonged to the Crown of Saint Stephen. For centuries, the Hungarian
nobility – the Hungarian nation in the feudal sense, as we have seen
above – owned and governed these territories. After having long ma-
gyarised local elites, in the nineteenth century the Hungarian state also
launched a sweeping campaign of general magyarisation. The Slovaks
have been, in contrast, a dominated nation par excellence (dominated,
in fact, by Hungarians). The subjects of the Slovak Expatriate Law are,
above all, Slovak emigrants in America and elsewhere. Old categories and new principles, or how ethnicity has
trumped other grounds of citizenship The law also
concerns Slovaks in the Czech Republic – the largest minority in that
state since the dissolution of Czechoslovakia – as well as the small, and
much assimilated, Slovak minority in Hungary, sometimes invoked by
Bratislava to counter Budapest’s complaints about the treatment of the
Hungarian minority in Slovakia. The overwhelming importance of history in determining reactions to
the respective status and expatriate laws is confirmed by the Polish ex-
ample. While the project of a Polish Card was stalling, Poland promul-
gated a law on Repatriation (2000) that formalised a procedure pre-
viously adumbrated in the Nationality Act. I shall deal with other as-
pects of this law in the following section, but here let me point out
that although this Polish law does dwell on ethnicity, like the Slovak
law, it also has a determining territorial component, like the Hungar-
ian statute. Crucially, however, the territorial scope of the Polish law is
defined in such a way to exclude any former Polish territories. It con-
cerns Poles ‘in the Asian part of the former Union of Soviet Socialist
Republics’ – that is the three Caucasian Republics, the Asian part of
the Russian Federation and the Central Asian Republics (art. 9, para. 1). The Polish Sejm (Lower House of Parliament) specifically rejected
the senate’s proposed amendment that repatriation provisions be ex-
tended to Poles in all states of the former socialist bloc.13 The Repatria-
tion Law thus excludes Ukraine, Byelorussia and Lithuania, all of
which were integrated in the pre-1795 Polish Commonwealth (Rzecz-
pospolita) and parts of which were still included in the Polish ‘Second
Republic,’ i.e. the interwar Polish state. Although there are consider-
able numbers of Poles in these countries and, at least in the case of
Byelorussia, they may have not only economic but serious political rea-
sons for seeking repatriation, Poland seems to be bending over back-
wards to avoid the suspicion that it is thinking in terms of its imperial
past or historical boundaries. In the case of Hungary, there is a strong
suspicion that this is precisely the thinking behind the Status Law.14 In summary, the new EU states go to considerable lengths to include
those whom they consider their own. Old categories and new principles, or how ethnicity has
trumped other grounds of citizenship This is usually understood as fa-
cilitating naturalisation – sometimes to the extent of dropping virtually 31 INTRODUCTION all standard requirements in exchange for a declaration of national con-
sciousness (as in the case of Bulgaria or EU candidate Croatia). Whether ‘one’s own’ are co-ethnics, as is usually the case, or inhabi-
tants of lost territories, as in Romania, the twofold purpose is the
same. First, as we have argued, the purpose is to define the boundaries
of one’s imaginary community; and, second, the purpose is to rectify
the wrongs of the past. It is to the latter objective that we shall now
turn. 3
Old wrongs and new rights, or how to use citizenship to
correct history The law also covers, perhaps inad-
vertently, those individuals (and their descendants) who emigrated will-
ingly to some of the peripheries of the Russian Empire or of the USSR;
for example, as employees in Siberian development projects or in the
military or civil service of the Russian or Soviet state.15 The primary tar-
get of the law, however, are those families who were deported in 1939-
1940 from Soviet-occupied Eastern Poland (even though these areas
are no longer part of Poland) as well as earlier exiles and deportees;
members of the Polish minority in the USSR transferred in the Stali-
nist era to areas far from the Polish border; and Polish nationalists and
revolutionaries exiled under the tsar, especially after the 1905 Revolu-
tion in the Russian Empire and the 1863 Insurrection in the Polish
and Lithuanian lands, but perhaps even earlier and under other cir-
cumstances. The number of persons affected by the Repatriation Act is
insignificant. Between 1997 and 2006, the total number of the repa-
triated, including non-Polish spouses, was some five thousand, the lar-
gest number of whom came from Kazakhstan (see Go´rny & Pudzia-
nowska in this volume). However, the symbolic significance of the act
as an affirmation that the act of conferring citizenship may be used to
right the wrongs of history, far back into the past, is enormous. Although attempts to replace the communist-era Polish citizenship
law (1962) bogged down in legislative paralysis, the bill proposed by
the Sejm to the senate in 2000 gives further insight into the hypoth-
esis formulated above regarding the objective of righting historical
wrongs through citizenship law.16 According to the proposed bill, the President may confer Polish citi-
zenship, upon his or her own decision, on foreigners who did military
service during the 1939-1945 war in the Polish army or in Polish mili-
tary formations attached to Allied forces on all fronts, or who served in
Polish underground formations and organisations, including those in
partisan units attached to such organisations. These individuals do not
need to have possessed Polish citizenship in the past (art. 17, paras. 1.1,
1.2, 2). 3
Old wrongs and new rights, or how to use citizenship to
correct history 3 A peculiarity of the new EU states is that citizenship laws and related
provisions are formulated with the intention of redressing past wrongs. The compensatory or restitutional function – Wiedergutmachung, in the
literal sense of the term – is particularly strong with respect to the re-
cent communist past, though it extends to earlier periods as well. The Polish Repatriation Act mentioned above is a prime example of
an attempt at such historical redress. The preamble to the Act begins
by ‘recognising that the duty of the Polish state is to allow the repatria-
tion of Poles who had remained in the East […] due to deportations, ex-
ile and other ethnically motivated forms of persecution.’ Repatriates
enjoy significant benefits. They acquire Polish citizenship on the day
they cross the Polish border (art. 4). Their costs of resettlement are un-
derwritten by the Polish state. Repatriates are of ‘Polish extraction [and] declaring Polish national-
ity.’ Polish extraction is defined as having at least one parent or grand-
parent or two great grandparents who held Polish citizenship or who
cultivated ‘Polish traditions and customs’ (art. 5). Polish nationality is
ascertained by demonstrating ‘links with Polish provenance, in particu-
lar by cultivating Polish language, traditions, and customs.’ Knowledge
of Polish is, obviously, an advantage but it is not a requirement to the
same degree as ‘traditions and customs’, since the latter suffice to con-
firm the Polish nationality of one’s forbearers. These traditions and
customs remain undefined, allowing wide latitude for consular officials
who, according to the law, decide whether an individual meets criteria
for repatriation. One supposes that some of the most evocative tradi-
tions for the vast majority of today’s Polish population would be reli-
gious; for example, celebration of Christmas in the Polish style. This
might encompass non-Catholic Christian Poles and even non-believers
but it would exclude members of other faiths, such as observant Jews. In spite of what one might expect from the preamble and spirit of
the law, proof of deportation, forced exile or persecution are not condi- ANDRE LIEBICH 32 tions for obtaining repatriate status. 3
Old wrongs and new rights, or how to use citizenship to
correct history The bill also provides for restitution of citizenship, without pre-
sidential intervention and simply on the basis of a declaration before a
consular official within a specified time period, for some individuals
who left Poland between 1 September 1939 and 4 June 1989 – the lat-
ter date being identified as the beginning of the end of communist
rule. Those reinstated include individuals who, in order to leave Po-
land, were forced to renounce their citizenship under threat of ‘repres-
sions and chicaneries’, including arrest, loss of work or dwelling, or ex-
pulsion from schools, including universities (art. 28, para. 1.1.b). The
specific victims of communist persecution covered in this provision
would seem to be, above all, those students, intellectuals and others
purged as ‘Zionists’ in 1968. Reinstatement is not granted to those INTRODUCTION 33 who left Poland voluntarily on the basis of a declaration that they be-
longed to a non-Polish ethnic group and who ‘obtained the citizenship
of the native country of their nationality’ (art. 28, para. 2.4.). This pro-
vision is aimed at preventing ethnic Germans or others from benefit-
ing from the reinstatement granted to the victims of the 1968 purges. Finally, the bill offers restitution of citizenship to those who had lost it
by enlisting in the armed forces of Great Britain, the US or France
after (!) 9 May 1945. In a sense, the bill appears to be saying that Po-
land – the real Poland which is now able to express itself – had never
taken a stand against its wartime allies during the Cold War. g
g
The Czech Republic, also keen to underline and correct the injus-
tices of the communist era, adopted restitution laws. The Law on the
Citizenship of Some Former Czechoslovak Citizens (1999) opens with
the following, somewhat grandiose declaration: Parliament, in order to assuage the legacy of certain wrongs that
occurred in the period 1948 to 1989, and realising that Czechs
and compatriots living abroad contribute to maintaining and cul-
tivating the national cultural heritage as well as to deepening
ties of common belonging with the Czech Republic and realis-
ing that Czech emigrants developed, in exile, notable spiritual,
political and cultural activity in favour of renewal of freedom
and democracy in its homeland and that this activity deserves ex-
traordinary recognition. 3
Old wrongs and new rights, or how to use citizenship to
correct history In fact, however, the law benefits all individuals and their descendants
who lost their Czechoslovak citizenship during this period for whatever
reason, including by virtue of the prohibition on plural citizenship in
Czechoslovakia or by virtue of naturalisation in a state that prohibited
dual citizenship but, presumably, no longer does so now. Restitution of
citizenship here may thus be seen as a favour or as a sort of citizenship
amnesty offered to all Czechs, whatever the circumstances of their loss
of citizenship. The law did have a cut-off period that expired in 2004;
however, the deadline was abolished (Seitlova´ 2005: 11; Barsˇova´ in this
volume). With regard to the numerically significant and politically vo-
cal Czech-American lobby, the bilateral convention dating back to 1928
between the US and Czechoslovakia prohibiting dual citizenship had
already been invalidated by a government decree in 1997, without re-
ference to the 1993 Czech Citizenship Law article (art. 17) prohibiting
dual citizenship in general. In practical terms, the 1999 law on former
Czechslovak citizens would therefore be superfluous for this important
group. This law, as well as other legal dispositions, takes care to in-
clude some categories of Slovaks among its beneficiaries and dual
Czech and Slovak citizenship is authorised, again as an exception to a In fact, however, the law benefits all individuals and their descendants
who lost their Czechoslovak citizenship during this period for whatever
reason, including by virtue of the prohibition on plural citizenship in
Czechoslovakia or by virtue of naturalisation in a state that prohibited
dual citizenship but, presumably, no longer does so now. Restitution of
citizenship here may thus be seen as a favour or as a sort of citizenship
amnesty offered to all Czechs, whatever the circumstances of their loss
of citizenship. The law did have a cut-off period that expired in 2004;
however, the deadline was abolished (Seitlova´ 2005: 11; Barsˇova´ in this
volume). With regard to the numerically significant and politically vo-
cal Czech-American lobby, the bilateral convention dating back to 1928
between the US and Czechoslovakia prohibiting dual citizenship had
already been invalidated by a government decree in 1997, without re-
ference to the 1993 Czech Citizenship Law article (art. 17) prohibiting
dual citizenship in general. In practical terms, the 1999 law on former
Czechslovak citizens would therefore be superfluous for this important
group. 3
Old wrongs and new rights, or how to use citizenship to
correct history This law, as well as other legal dispositions, takes care to in-
clude some categories of Slovaks among its beneficiaries and dual
Czech and Slovak citizenship is authorised, again as an exception to a ANDRE LIEBICH 34 general prohibition. One could argue, however, that the latter provi-
sions are no longer prompted by considerations of historical justice
but, rather, amount to housecleaning operations dealing with some of
the messy aspects of the Czech-Slovak divorce. y
p
In the case of the Baltic states, the very reemergence of these coun-
tries is itself seen as a redress for historical injustice. Naturally, citizen-
ship laws also serve the purpose here of correcting past iniquities and
they do so largely by legally abolishing the time period during which
injustice was perpetrated. The Estonian Nationality Law (1995) does
not mention specific dates, yet this does not mean that it is neutral
with regard to them. At the time of registration for Estonian citizen-
ship in 1989, those who had an a priori legal claim to citizenship were
only those who were themselves, or one of those whose forbearers was,
an Estonian citizen on 16 June 1940, the date of the Soviet ultimatum
leading to occupation. In accordance with the thesis on state continuity,
in 1992 the Estonian Parliament voted to reapply the Citizenship Act
of 1938, as amended up to 16 June 1940 (Thiele 2002). The latter qua-
lification deprived a number of resident non-Estonian nationals of elig-
ibility for facilitated naturalisation. Like certain other countries, Estonia
specifically states that it will not grant or restore citizenship to those
who have acted against the interests of the state (art. 21, para. 3). Inde-
pendent of this provision, the Estonian law, until 2005, also denied citi-
zenship (by denying permanent residence status, which is a precondi-
tion for citizenship) to individuals and spouses of individuals who en-
tered
Estonia
‘in
conjunction
with
the
assignment
of
military
personnel into active service, the reserve forces or retirement’ (art. 21,
para. 6). An exception was made in the law for individuals who had re-
tired from the armed forces of a foreign state and had been married
for at least five years (and were still married) to a natural-born Estonian
citizen. (One wonders how many such cases there may be.) Apparently,
historical injustices may be righted not only by conferring citizenship
but also by denying it. 3
Old wrongs and new rights, or how to use citizenship to
correct history Latvia’s Citizenship Law (1994) also identifies citizens, in the first
instance, as those who were citizens on 17 June 1940 and their descen-
dants, unless they had become citizens of another state after 4 May
1990 (art. 2, para. 1). Naturalisation by Latvians abroad during the peri-
od of occupation is thus distinguished from naturalisation since the re-
acquisition of independence. This is in accordance with the idea that,
since the occupation was illegal, no change of a citizen’s legal status
could occur in that period and thus those who were citizens in 1940
continued to be citizens in 1990, whatever they had done in the mean-
time. The law also considers as citizens women and their descendants
who lost Latvian citizenship by virtue of a law of 1919 concerning wo-
men who married foreigners. This provision too – variants of which INTRODUCTION 35 may be found in other citizenship laws – represents the correction of a
historical injustice, though one related to gender rather than commu-
nist rule. Restrictions on who can obtain Latvian citizenship are more
severe in some respects than those in Estonia. Citizenship will not be
granted to those whom courts have identified as propagating, after 4
May 1990, racist or totalitarian ideas (the latter comprising communist
ideas) as well as those who, after 13 January 1991, acted against the Re-
public of Latvia through participation in the Communist Party (CPSU
[LCP]) or front organisations, including the Organisation of War and
Labour Veterans. In Latvia, neither retired Soviet military and police
personnel, albeit only those who came to Latvia directly after demobili-
sation, nor former employees or even informants for the Soviet security
services are eligible for citizenship. This also holds true for military
personnel who came to Latvia on active service. Brief mention is made
of persons who entered Latvia in accordance with the Mutual Assis-
tance Pact between Latvia and the USSR of 5 October 1939, the follow-
up to the Molotov-Ribbentrop Pact, but this only seems to exclude the
possibility of exceptional rather than regular naturalisation (art. 13,
para. 1.3). Lithuania adopted the earliest and most liberal policies of naturalisa-
tion among the Baltic states. 3
Old wrongs and new rights, or how to use citizenship to
correct history It did, however, distinguish between citi-
zens by right and ‘potential citizens’, the latter being Soviet-era immi-
grants with no criminal record and with a legal income, who were en-
titled to opt for Lithuanian citizenship within two years upon adoption
of the law. Citizens by right, even according to the most recent Lithua-
nian Citizenship Law (2002), were considered to be those who held ci-
tizenship prior to 15 June 1940, and their descendants. The aim of his-
torical redress is revealed in an article (art. 14, para. 2) that makes it ea-
sier for deportees or political prisoners who married Lithuanian
citizens, as well as for their children born in exile, to become natura-
lised. In these cases, naturalisation is facilitated even further (com-
pared to other spouses of Lithuanian citizens) by shortening the resi-
dency period from seven to five years. Here legislators could also not
resist introducing historical memory into citizenship law. g
y
In most countries, redressing historical wrongs and favouring co-eth-
nics are intimately connected matters and the issue of plural citizen-
ship is grafted onto this connection. In some cases, however, redres-
sing wrongs may inflect the ethnic connection while creating a breach
with regards to the issue of plural citizenship. The Bulgarian and the
Romanian cases illustrate this inter-relationship. Bulgaria opened the door to plural citizenship when it naturalised or
renaturalised Bulgarian ethnic Turks who had been expelled in 1989,
in the last gasp of an increasingly chauvinistic but dying communist
regime. A newly de-communised Bulgaria thus sought to make 36 ANDRE LIEBICH amends for this brutal treatment of its citizens. In the meantime, how-
ever, these Turks had been granted Turkish citizenship, making them
ineligible for Bulgarian citizenship according to the provisions of the
communist-era Citizenship Law (1968) that was still in force and even
according to the new democratic Constitution (1991). Bulgaria’s new
Citizenship Law (1998), however, made provisions for allowing Turks
to reclaim their Bulgarian citizenship. Considerations of restitutive jus-
tice thus overrode the reluctance to tolerate plural citizenship for any-
one other than ethnic Bulgarians and, indeed, nudged Bulgaria towards
a more liberal naturalisation policy for ethnic Bulgarians. Even after
historical justice had been done, however, the question of the ethnic
Turks who had been driven out remained a burning political issue. 3
Old wrongs and new rights, or how to use citizenship to
correct history The
dispute within the Bulgarian political spectrum became one that had to
do with the voting rights of ethnic Turks who had reacquired Bulgarian
citizenship but were not residing permanently within Bulgaria. There-
fore, it cannot be said, even after redress was achieved, that the matter
has been successfully closed with no further chance of sequels (see
Smilov & Jileva in this volume). Romania, as we have seen, chose to redress the wrongs committed
by its dismemberment in 1940 by extending an offer of citizenship to
all individuals who had been or were descended from Romanian citi-
zens, as defined by the extended border that emerged in the wake of
the First World War. This was an offer that could be taken up via a sim-
plified procedure, without any obligation of repatriation or renuncia-
tion of other citizenships. There was, however, something paradoxical
about this initiative. Romania had been quick to recognise the sover-
eignty of the Republic of Moldova, whose borders correspond to a large
part of Romania’s lost Bessarabia. Romania did not, however, make ter-
ritorial claims against Moldova, nor against Ukraine, which, during the
time it was a Soviet republic, acquired part of Bessarabia and part of
the province of Bukovina that had been Austrian before it became Ro-
manian in 1919. This curiously subdued form of irredentism mirrors,
to some extent, the Bulgarian position regarding the naturalisation of
Macedonians. Bulgaria instantly recognised the sovereignty of the new
post-Yugoslav Macedonian state but refused to recognise the Macedo-
nian language (creating difficulties for the authentication of bilateral
agreements) and thus, given the importance of language in defining
nationality in this part of Europe, took an ambiguous stance with re-
gard to the existence of a Macedonian nation. Romania explained its
extension of citizenship not as a negation of Moldovan or Ukrainian
sovereignty but as a protest against – and redress of – the iniquity of
the Molotov-Ribbentrop Pact of 1939, which made the dismemberment
of Romania possible. INTRODUCTION 37 The Romanian effort to redress historical wrongs also provoked un-
desired consequences, as did the corresponding Bulgarian policy de-
scribed here. Perhaps the Romanian government believed that its offer
of citizenship would not be taken up, inasmuch as both Moldova (at
the time) and Ukraine did not authorise dual citizenship? 3
Old wrongs and new rights, or how to use citizenship to
correct history Somewhat
cynically, the expected result would be that the inhabitants of these two
‘lost lands’ would regret the change of borders and would yearn for
their former homeland! In fact, the Romanian offer was taken up so
enthusiastically that somewhere between 100,000 and 300,000 indivi-
duals, mostly Moldovans, became Romanian citizens. Apparently, Ro-
manian naturalisation became something of a business, involving du-
bious third-party brokers. In the face of an avalanche of applications,
Romania at first suspended the process (2001) and then tightened its
requirements (2003). A further cause of this change must have been
the realisation that the policy of naturalisation was not doing anything
to promote Romanian consciousness or any other Romanian interests
in Moldova. The modifications transformed the restitution of citizen-
ship to former citizens (irrespective of their ethnicity) into a policy that
involves the repatriation of ethnic Romanians into Romania. Thus,
even when there is the initial desire to right wrongs in territorial terms,
without regard to ethnicity, the issue is eventually still defined in eth-
nic terms. Conclusion: The historical past, the ethnic present and the
immigrant future 4 All of the countries surveyed in this introduction, with the exception of
Poland, have adopted new citizenship laws in the post-communist era. All citizenship laws and related instruments, including Poland’s, have
been subject to substantial tinkering or, indeed, fundamental revisions. From the studies collected in this volume we may tentatively suggest
that the issue of redressing historical wrongs, especially those dating
from the communist period, is now losing its saliency. This concern
with the historical past has now blended with a powerfully asserted
emphasis on ethnic identity. It is this emphasis that has cleared away
the earlier barriers to plural citizenship, thus confirming the tenet that
one’s kin will always remain one’s own, wherever they may be and
whatever other allegiances they may have. The new Europe has not, however, turned its attention to any of the
future issues regarding citizenship, notably those raised by what will
undoubtedly be a rising wave of immigration in the years to come. A
number of countries, perhaps most acutely among the Baltic states, are
already experiencing a labour shortage caused by widespread emigra- 38 ANDRE LIEBICH tion, whether it is temporary or permanent. All of the countries, with-
out exception, are undergoing a demographic decline of more or less
drastic proportions. This vacuum is most likely to be filled by immi-
grants from further East or even from the former colonial world. This
will be a completely unprecedented situation for countries that have al-
ways been exporters of labour and have never possessed colonial em-
pires. p
The countries of the new Europe are barely completing the process
of updating their understandings of citizenship from those that existed
in the pre-communist and communist periods to ones that correspond
to their present self-image. One wonders how they will undertake the
transition to yet another conception of citizenship encompassing a new
reality that is only now emerging. Annex: Constitutional preambles (extracts) Croatia (1990) The millennial national identity of the Croatian nation
and the continuity of its statehood, confirmed by the course of its en-
tire historical experience in various political forms and by the perpetua-
tion and growth of state-building ideas based on the historical right to
full sovereignty of the Croatian nation, manifested itself: –
in the formation of Croatian principalities in the 7th century; –
[twelve other historical dates follow to confirm Croatian statehood]. Czech Republic (1993) We, the citizens of the Czech Republic in Bohe-
mia, Moravia, and Silesia, at the time of the renewal of an independent
Czech state, being loyal to all good traditions of the ancient statehood
of Czech Crown’s Lands and the Czechoslovak State. Estonia (1992) Unwavering in their faith and with an unswerving will
to safeguard and develop a state which is established on the inextin-
guishable right of the Estonian persons to national self-determination
and which was proclaimed on February 24, 1918 […] which shall guar-
antee the preservation of the Estonian nation and its culture through-
out the ages, the Estonian people adopted, on the basis of art. 1 of the
Constitution which entered into force in 1938, by Referendum held on
June 28, 1992 the following Constitution. Hungary (1989) In order to facilitate a peaceful political transition to a
constitutional state, establish a multi-party system, parliamentary de-
mocracy and a social market economy, the Parliament of the Republic
of Hungary hereby establishes the following text as the Constitution of 39 INTRODUCTION the Republic of Hungary, until the country’s new Constitution is
adopted. the Republic of Hungary, until the country’s new Constitution is
adopted. Latvia (1990)17 The independent state of Latvia, founded on 18 Novem-
ber 1918, was granted international recognition in 1920 and became a
member of the League of Nations in 1921. The Latvian Nation’s right to
self-determination was implemented in April 1920, when the people of
Latvia gave their mandate to the Constituent Assembly chosen by uni-
versal, equal, direct and proportional elections. In February 1922, the
Assembly adopted the Constitution of the Republic of Latvia, which is
still in effect de iure. Lithuania (1992) The Lithuanian Nation having established the State
of Lithuania many centuries ago […] having for centuries defended its
freedom and independence […] having preserved its spirit, native lan-
guage, writing, and customs. Annex: Constitutional preambles (extracts) Poland (1997) Recalling the best traditions of the First and the Second
Republic […] Obliged to bequeath to future generations all that is valu-
able from our over one thousand years’ heritage, bound in community
with our compatriots dispersed throughout the world. Slovakia (1992) mindful of the political and cultural heritage of our
forebears, and of the centuries of experience from the struggle for na-
tional existence and our own statehood, in the sense of the spiritual
heritage of Cyril and Methodius and the historical legacy of the Great
Moravian Empire. Slovenia (1991) [Proceeding …] from the historical fact that in a centu-
ries-long struggle for national liberation we Slovenes have established
our national identity and asserted our statehood. Notes 1
One might group Poland along with Hungary as being a state with uninterrupted
continuity since 1918. Poland was partitioned in 1939 and its demise was decreed by
the partitioning (and occupying) powers, Germany and the USSR. Its disappearance
was not acknowledged by the other Great Powers who recognised its government in
exile until the restoration of the country in 1945. 2
This chapter focuses on comparing the histories of post-communist countries of East
Central Europe. The post-colonial states Cyprus and Malta as well as Turkey require
separate treatment. They are, however, included in the comparative overview of
migration and citizenship (see Sievers in this volume). 3
In the Czech Republic, the fundamental principle of exclusive citizenship has been
breached by a number of exceptions, notably the acceptance of dual citizenship for
ex-Czechoslovaks who have become Slovaks as well as for repatriates (see below). In 40 ANDRE LIEBICH ANDRE LIEBICH Slovakia, the provision that renouncement of former citizenship is ‘in favour’ of
naturalisation is so weak as to be self-negating. Slovakia, the provision that renouncement of former citizenship is ‘in favour’ of
naturalisation is so weak as to be self-negating. 4
As we see from the chapter by Eugene Buttiegieg, this tendency, conceived in ethnic
terms and directed at a diaspora, encompasses Malta as well. 4
As we see from the chapter by Eugene Buttiegieg, this tendency, conceived in ethnic
terms and directed at a diaspora, encompasses Malta as well. 5
I take the point that the civic-West/ethnic-East stereotype ‘when true is only weakly
true, and according to several measures is false’ (Shulman 2002: 554). With respect
to conceptions of citizenship, however, the civic/ethnic distinction seems to me a
useful heuristic device in tracing a historical evolution. g
6
In Poland, 11-13 per cent of the population belonged to the equestrian estate in the
sixteenth century, 9-10 per cent in the eighteenth century. In France, under the July
Monarchy (1830-1848), 1.5 per cent of the population was enfranchised. In Britain,
the corresponding figure at that time (1828) was 3.2 per cent (figures cited by
Walicki 1982: 16). In Hungary, the gentry numbered 3-5 per cent of the population
by the fifteenth century (Engel 1990: 43). 6
In Poland, 11-13 per cent of the population belonged to the equestrian estate in the
sixteenth century, 9-10 per cent in the eighteenth century. Notes Austrian and
Hungarian citizenship laws (the legal regimes were entirely separate) did not require
candidates for naturalisation to prove that they had lost their previous nationality but,
as of 1870, they did require such proof of Hungarians seeking to become Austrians
and vice versa (Soubbotitch 1926: 15). 10 A recent reference source refers to indige´nat as ‘a second-degree nationality preserved
by nationals of a federal entity’ – which neither Hungary nor Austria ever was – and
describes it as ‘vieilli’ or archaic (Salmon 2001). Even today, however, to ‘be a Swiss
citizen implies a cantonal indige´nat and a communal citizenship. The three levels are
inseparable. No one can be a national (ressortissant) of a canton without communal ci-
tizenship or Swiss without a cantonal indige´nat’ (http://etat.geneve.ch). The same
document refers to ‘nationalite´ (indige´nat) genevoise’. In addition to a droit de cite´
communal there is also a concept in some localities of bourgeoisie communale that im-
plies a co-proprietorship of communal assets. 10 A recent reference source refers to indige´nat as ‘a second-degree nationality preserved
by nationals of a federal entity’ – which neither Hungary nor Austria ever was – and
describes it as ‘vieilli’ or archaic (Salmon 2001). Even today, however, to ‘be a Swiss
citizen implies a cantonal indige´nat and a communal citizenship. The three levels are
inseparable. No one can be a national (ressortissant) of a canton without communal ci-
tizenship or Swiss without a cantonal indige´nat’ (http://etat.geneve.ch). The same
document refers to ‘nationalite´ (indige´nat) genevoise’. In addition to a droit de cite´
communal there is also a concept in some localities of bourgeoisie communale that im-
plies a co-proprietorship of communal assets. 11
Latvia restricts citizenship to foundlings born on Latvian territory after 21 August 1991,
the date of the Moscow coup that might be seen as the last gasp of the USSR (see Kru¯ma
in this volume). Romania grants foundlings citizenship not on the basis of birth on
Romanian territory but under the assumption that their parents (or at least one of them)
held Romanian citizenship (see Iordachi in this volume). Hungary grants foundlings
nationality on a conditional basis; the presumption of statelessness or Hungarian
parentage may be rebutted without any time limit (Kova´cs & Toth in this volume). Notes In France, under the July
Monarchy (1830-1848), 1.5 per cent of the population was enfranchised. In Britain,
the corresponding figure at that time (1828) was 3.2 per cent (figures cited by
Walicki 1982: 16). In Hungary, the gentry numbered 3-5 per cent of the population
by the fifteenth century (Engel 1990: 43). 7
The two new Balkan states of the EU present contrasting situations. As soon as
Bulgaria acquired autonomy in 1878 it conferred citizenship on all of its inhabitants. At approximately the same time, Romania instituted a citizenship policy based on
ethnicity that also applied for naturalisation (see Smilov & Jileva as well as Iordachi
in this volume). 8
According to Soubbotitch (1926: 55), many (unnamed) Polish jurists argued that
Poland had never ceased to exist because the partitions were in fact occupations. The
analogy with present-day Baltic positions is striking (see section 3 of this chapter). I
have not found examples of such Polish arguments but their existence is confirmed,
a contrario, through a vehement attack on such arguments by Scha¨tzel (1921). 8
According to Soubbotitch (1926: 55), many (unnamed) Polish jurists argued that
Poland had never ceased to exist because the partitions were in fact occupations. The
analogy with present-day Baltic positions is striking (see section 3 of this chapter). I
have not found examples of such Polish arguments but their existence is confirmed,
a contrario, through a vehement attack on such arguments by Scha¨tzel (1921). 9
It might be noted, too, that there was no Austro-Hungarian citizenship. Austrian and
Hungarian citizenship laws (the legal regimes were entirely separate) did not require
candidates for naturalisation to prove that they had lost their previous nationality but,
as of 1870, they did require such proof of Hungarians seeking to become Austrians
and vice versa (Soubbotitch 1926: 15). 9
It might be noted, too, that there was no Austro-Hungarian citizenship. Austrian and
Hungarian citizenship laws (the legal regimes were entirely separate) did not require
candidates for naturalisation to prove that they had lost their previous nationality but,
as of 1870, they did require such proof of Hungarians seeking to become Austrians
and vice versa (Soubbotitch 1926: 15). 9
It might be noted, too, that there was no Austro-Hungarian citizenship. Notes 11
Latvia restricts citizenship to foundlings born on Latvian territory after 21 August 1991,
the date of the Moscow coup that might be seen as the last gasp of the USSR (see Kru¯ma
in this volume). Romania grants foundlings citizenship not on the basis of birth on
Romanian territory but under the assumption that their parents (or at least one of them)
held Romanian citizenship (see Iordachi in this volume). Hungary grants foundlings
nationality on a conditional basis; the presumption of statelessness or Hungarian
parentage may be rebutted without any time limit (Kova´cs & Toth in this volume). 11 g
y
y
(
)
12
The European Commission for Democracy through Law, an advisory commission of
the Council of Europe. 2
The European Commission for Democracy through Law, an advisory commission of
the Council of Europe. 3
Radio Free Europe/Radio Liberty, ‘Polish Repatriation to Focus ‘‘Mainly’’ on
Compatriots from Kazakhstan’, Daily Report, 9 November 2000. 13
Radio Free Europe/Radio Liberty, ‘Polish Repatriation to Focus ‘‘Mainly’’ on
Compatriots from Kazakhstan’, Daily Report, 9 November 2000. 14
Countering the claim that Hungary defines the scope of its Status Law in terms of
its historic boundaries, one might note that the Status Law does not extend to
Austria, though part of historic Hungary today lies within Austria. This exception is INTRODUCTION 41 not sufficient to alleviate suspicions. In fact, it nourishes other grounds for
resentment: the Status Law does not cover Austria because one of the tacit intentions
of the Law is to minimise the effects for expatriate Hungarians of Hungary’s entry
into the EU. The resulting inequality of status for citizens of Romania (until 2007),
Serbia, Ukraine, etc. was one of the principal grounds for international reservations
vis-a`-vis the law. not sufficient to alleviate suspicions. In fact, it nourishes other grounds for
resentment: the Status Law does not cover Austria because one of the tacit intentions
of the Law is to minimise the effects for expatriate Hungarians of Hungary’s entry
into the EU. The resulting inequality of status for citizens of Romania (until 2007),
Serbia, Ukraine, etc. was one of the principal grounds for international reservations
vis-a`-vis the law. 15
Some such individuals would be covered by the provision that repatriation cannot be
offered to anyone who ‘during their stay outside the Republic of Poland acted against
the vital interests of the Republic of Poland or participated in human rights
violations’ (arts. Notes 8.3 a and b). The law also excludes those who repatriated from
Poland between 1944 and 1957 to some Soviet Republics. Presumably, however,
descendants of all these individuals are still eligible for repatriation if they meet
other requirements. 16 Ustawa z dnia 29 czerwca 2000 r. o obywatelstwie polskim, Tekst ustawy przekazany
do Senatu zgodnie z art. 48 regulaminu Sejmu (nie zakon´czony proces legislacyjny)
[Statute of 29 June 2000 regarding Polish citizenship, text of statute transmitteed to
Senate according to article 48 of the Senate Regulation (uncompleted legislative
process)]. http://orka.sejm.gov.pl. 17
Declaration on the Renewal of Independence. 17
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T. Frank (eds.), History of Hungary, 174-208. London: I. B. Tauris. ), History of Hungary, 174-208. London: I. B. Taur Bibo´, I. (ed.) (1991), ‘The Distress of the East European Small States [1946]’, in his De-
mocracy, Revolution, Self-Determination, ed. by K. Nagy, 13-69. Boulder: Atlantic Re-
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Saint Germain et de Trianon’, Journal du droit international 49: 34-53. Carens, J. (1987), ‘Aliens and Citizens: The Case for Open Borders’, Review of Politics 49
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ton: Princeton University Press. Davies, N. (1982), God’s Playground: A History of Poland, vol. 1: The Origins to 1795. New
York: Columbia University Press. Engel, P. (1990), ‘The Age of the Angevines, 1301-1382’, in P.F. Sugar, P. Hana´k & T. Frank (eds.), A History of Hungary, 34-53. London: I. B. Tauris. Fowler, B. (2002), ‘Fuzzing Citizenship, Nationalising Political Space. A Framework for
Interpreting the Hungarian ‘‘Status Law’’ as a New Form of Kin-State Policy in
Central and Eastern Europe’, Working Paper 40. ESRC (Economic and Social
Research Council), One Europe or Several? ESRC European Research Programme. www.one-europe.ac.uk. Galandauer, J. (1993), ‘30 kve˘tna 1917: Slovensko poprve´ v programu legitimnı´ ceske´ poli-
ticke´ representace (jak cˇesi prˇekrocˇili rˇeku litavu)’ [Slovakia for the the first time in a
programme of legitimate Czech political representation (how the Czechs crossed the
Leitha river)], Sbornı´k Vojenske´ Akademie V Brne˘ S1 (348): 135-142. ANDRE LIEBICH 42 ANDRE LIEBICH Holub, J. (1958), ‘La Repre´sentation politique en Hongrie au Moyen Age,’ in Studies pre-
sented to the International Commission for the History of Representatives and Parliamen-
tary Institutions, Tenth International Congress of Historical Sciences (Rome, 1955),
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Europy Wschodniej Conference Paper, Warsaw, July 2004. Liebich, A. (2008), ‘How Different is the New Europe? Perspectives on the New Europe’,
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Salmon, J. (ed.) (2001), Dictionnaire de droit international public. Bruxelles: Bruylant. Sayer, D. (1998), The Coasts of Bohemia: A Czech History. Translated from the Czech by A. Sayer. Princeton: Princeton University Press. Scha¨tzel, W. (1921), ‘Polens Untergang und Wiedererrichtung vom vo¨lkerrechtlichen
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Estonian citizenship: Between ethnic
preferences and democratic obligations Priit Ja¨rve The most important reform in the nationality policy of Estonia after
1945 was the restoration of the pre-1940 nationality in 1992 by reintro-
ducing the 1938 Citizenship Act with slight changes. In 1995, Estonia
adopted a new Citizenship Act which did not change the basic princi-
ples of the acquisition and loss of Estonian nationality but established
more demanding requirements for the acquisition of nationality by nat-
uralisation. 1.1.1
Nationality policy since 1945 The Republic of Estonia was established in 1918. In 1940, it was an-
nexed to the Soviet Union as the Estonian Soviet Socialist Republic un-
der threat of military force. As a result, the citizens of the Republic of
Estonia were incorporated into the Soviet citizenry. Estonian nationality
was replaced by Soviet nationality. Between 1941 and 1944, Estonia
was occupied by Nazi Germany. In 1944, Estonia was re-conquered by
the Red Army, and Soviet nationality was once again imposed upon
the people on its territory. Estonian nationality ceased to exist de facto.1
Instead, the Soviet passports, which were issued in Estonia after the
Second World War, included a mandatory line with ethnic identifica-
tion of the carrier. ‘Estonian’ became one of such identifications to be
used in Soviet internal passports (Soviet passports for travel abroad did
not mention ethnicity). In Estonia, as opposed to many internal re-
gions of the USSR, everyone was issued Soviet internal passports upon
reaching the age of sixteen. These passports, not valid for travel abroad,
gave the holders relative freedom to travel within the Soviet Union. The authorities stamped the carrier’s domicile registration (propiska)
and marital status into the passport. The Soviet Union sought to merge the different ethnic nations and
groups living in the country into a new civic identity – the Soviet peo-
ple. While the Soviet authorities claimed that such an identity was
emerging, and some citizens reported that they already regarded them-
selves as ‘Soviets’, the official registration of different ethnic identities 46 PRIIT JA¨RVE PRIIT JA¨RVE was not discarded. Thus, Estonians had the inscription ‘Estonian’ in
their passports until the dissolution of the Soviet Union,2 though, this
inscription could not be automatically converted into Estonian national-
ity after independence. Since 1992, only pre-1940 nationals and their
descendants, regardless of their ethnic identification, were entitled to
acquire Estonian nationality by registration. Those Estonians who
settled in Estonia after 1940 and their descendants (with ‘Estonian’ in
their Soviet passports) could not acquire Estonian nationality by simple
registration but had to take the path of naturalisation. At the same
time, pre-1940 nationals and their descendants of non-Estonian ethnic
origin (with ‘Jew’, ‘Russian’, ‘Latvian’, ‘Pole’, etc. in their Soviet pass-
ports) could acquire Estonian nationality by registration. In new Esto-
nian passports the registration of ethnic identity was dropped. 1.1.1
Nationality policy since 1945 g
y
The debate on nationality between liberal and conservative camps
started in Estonia at the end of the 1980s when the national indepen-
dence movement was gathering momentum. In 1989, the campaign of
registering the citizens of the pre-war Republic of Estonia and their
descendants was carried out by the Estonian Citizens’ Committees, vo-
luntary associations established during the perestroika era to sustain the
idea of the legal continuity of the pre-war Estonian state. On the posi-
tive side, this campaign helped restore the awareness of the link
between the individual and the state. At the same time, being led by
national conservatives, it firmly introduced the exclusive approach
towards Estonian nationality. The conservatives pointed at drastic
changes in the ethnic composition of the population of Estonia due to
a considerable influx of Russian-speaking immigrants under the Soviet
regime. These settlers had pushed the share of non-Estonians in the
population up from around 10 per cent in 1940 to unprecedented 38.5
per cent in 1989. In 1992, the conservatives emerged as winners in the debate on na-
tionality. As a result, the Citizenship Act of 1992 was based on the
principle of the restitution of the pre-1940 nationality. Only those who
were citizens in 1940 and their descendants (regardless of ethnicity)
were granted Estonian nationality by registration, those who settled in
Estonia after 1940 were offered the possibility of becoming Estonian
nationals through naturalisation. As an immediate consequence of this
Act the majority of non-Estonians as well as a small number of Esto-
nians were not granted the right to participate in the national referen-
dum on the country’s new Constitution in 1992 and in the first parlia-
mentary elections after independence later the same year. Estonia’s
new political leadership considered the great number of non-Estonian
settlers as a threat to the nation. Under these conditions, nationality
became an instrument for the attainment of national homogeneity and
for the political containment of Soviet era settlers. The interests of the ESTONIAN CITIZENSHIP 47 Estonian ethnic nation, as then understood, were given priority over
full democratic participation. In Estonia these exclusionary policies enjoyed relatively wide support
as a reaction to the changes in the ethnic composition of the popula-
tion. 1.1.1
Nationality policy since 1945 A survey of public opinion, carried out in the Baltic states in
1993, showed that the principle of limiting nationality to descendants
of the pre-1940 citizens was supported by 44 per cent of Estonian, 52
per cent of Latvian and 12 per cent of Lithuanian respondents (Rose &
Maley 1994: 31-34). These differences among the Baltic respondents
correlated very clearly with the demographics of the respective coun-
tries: the bigger the share of non-titular groups in a given state, the
stronger the reluctance to let them participate in political life. g
p
p
p
The restoration of pre-1940 nationality had profound political conse-
quences. The exclusion of the majority of non-Estonians from the for-
mation of state institutions and from the process of adoption of crucial
legal documents, including the Constitution, enabled Estonians to en-
trench themselves firmly in all the major posts of the state avoiding
power-sharing with minorities. During the referendum on indepen-
dence in Estonia in March 1991 there were 1,144,309 persons with the
right to vote. During the referendum on the Estonian Constitution in
the summer 1992, after the adoption of the first Citizenship Act, the
reported number of eligible voters was 689,319, or only about 60 per
cent of the 1991 figure. Consequently, 454,990 adults had been disen-
franchised (Semjonov 2000: 15). It was therefore not surprising that
the Parliament elected in 1992 was 100 per cent Estonian. The restoration of pre-1940 nationality caused mass statelessness of
non-Estonians, which harmed the relations between different ethnic
communities inside Estonia, caused tension in the relations with Rus-
sia (the absolute majority of non-citizens were Russians), and evoked
criticism, usually disguised as ‘recommendations’, from prominent in-
ternational and regional organisations such as the United Nations, the
OSCE, the Council of Europe and the European Union. Between 1992 and 1 January 2008, the share of stateless residents
in Estonia declined from 32 to 9 per cent (see Figure 1.1). However, the
inability and/or the lack of motivation of older cohorts of non-citizens
to master the Estonian language at the necessary level raises doubts of
whether the problem of statelessness will be easily overcome in the
near future if the conditions of naturalisation remain the same. 1.1.2
Restoration of Estonian nationality3 Thus, a large part of the population, especially Rus-
sians, did not have the right to vote or the right to run for office in the
parliamentary election of 20 September 1992 and were therefore ex-
cluded from political participation, giving rise to further tensions in a ESTONIAN CITIZENSHIP 49 situation that was already strained. These tensions were somewhat
eased by the right of non-citizens to vote at the local elections after
1996. After some changes in the 1992 Citizenship Act, a new Citizenship
Act was passed on 19 January 1995 and entered into force on 1 April
1995.4 The new Act integrated all regulations on nationality and intro-
duced some new conditions for naturalisation (residence in Estonia on
the basis of a permanent residence permit issued at least five years
prior to the date of written application for Estonian nationality and at
least one year after the registration of the written application; and a test
on the knowledge of the Estonian Constitution and the Citizenship
Act). According to the initial version of the 1995 Citizenship Act, children
of stateless parents born in Estonia could not acquire Estonian nation-
ality after birth. This was in violation of the International Covenant of
Civil and Political Rights (art. 24(3)) and the Convention on the Rights
of the Child (art. 7(1)), both of which Estonia had ratified. These provi-
sions proclaim the right of the child to acquire a nationality. This con-
troversy triggered a heated discussion. Some politicians and lawmakers
saw the danger of compromising the governing principle of nationality
acquisition (ius sanguinis) by adding the ius soli principle to it. After political and academic debates, in which the role of recommen-
dations issued by international actors should not be underestimated,
an amendment to the Citizenship Act was finally adopted in December
1998, which entered into force on 12 July 1999. Pursuant to this
amendment, children under the age of fifteen born on Estonian terri-
tory after 26 February 1992 can acquire the Estonian nationality on the
basis of a declaration if their parents are stateless and have been legal
residents of Estonia during the previous five years. This new regulation
did not include children between the ages of fifteen and eighteen who
are under the protection of art. 1 of the Convention on the Rights of
the Child and children born before 26 February 1992. 1.1.2
Restoration of Estonian nationality3 On 26 February 1992, the Supreme Council of the Republic of Estonia
put the version of 16 June 1940 of the Citizenship Act of 1938 into
force. The main features of this nationality regulation were the ius san- 48 PRIIT JA¨RVE Figure 1.1
Estonian citizens and stateless persons in Estonia, 1992-1 January 2008, per
total population
68
80
81
82.3
83
32
12.4
12
10.4
9
0
10
20
30
40
50
60
70
80
90
1992
2000
2003
2005
2008
Estonian cizens
Stateless
Source: Estonian Ministry of the Interior and Statistical Office of Estonia Figure 1.1
Estonian citizens and stateless persons in Estonia, 1992-1 January 2008, per cent of
total population Source: Estonian Ministry of the Interior and Statistical Office of Estonia guinis principle and the avoidance of dual nationality. Pursuant to art. 3 of this Law, every person who possessed or whose parents possessed
Estonian nationality before 16 June 1940 – the day of the Soviet ulti-
matum followed by the annexation of Estonia – had a legal claim to Es-
tonian nationality. About 80,000 non-Estonians thereby acquired Esto-
nian nationality. Russians and others who came to Estonia after 16 June 1940, all in
all almost one third of the entire population in 1992, were automati-
cally excluded from Estonian nationality. In essence, they were mostly
immigrant workers but perceived by many as colonial settlers with no
right to automatic acquisition of Estonian nationality. The only way for
them to acquire Estonian nationality was through naturalisation. As a
precondition for naturalisation, the applicant had to have his or her
permanent place of residence in the Estonian territory (as proved by
propiska) for at least two years before and one year after the application
date (residence census ‘two plus one’) and had to prove their knowl-
edge of the Estonian language. The earliest date for establishing the
permanent place of residence was set at 30 March 1990. The required
time period was counted only from that day onwards, so that 30 March
1993 was the earliest date when one could acquire Estonian nationality
by naturalisation. 1.1.2
Restoration of Estonian nationality3 Thiele (1999) ar-
gues that this domestic regulation was not fully in line with Estonia’s
international obligations. g
Some changes in the legislation on nationality have made the natur-
alisation process easier for certain groups of applicants. For example,
in June 2002, the Estonian Parliament adopted amendments to the
Citizenship Act, which created special conditions for acquisition of
Estonian nationality through naturalisation by persons with severe or
moderate disabilities (such as a visual, hearing or speech impairment). Disabled persons who have appropriate medical certificates are not ob-
liged to pass exams on knowledge of the language or of the Estonian
Constitution and the Citizenship Act. There are also other measures
being taken to facilitate naturalisation such as free-of-charge language 50 PRIIT JA¨RVE courses since the beginning of 2009 (financed by the European Com-
mission) and recognition of Estonian language and civics exams taken
by students of Russian-language schools as valid for naturalisation. 1.2
Basic principles of the most important current modes of
acquisition and loss of nationality The basic principles of Estonian nationality are stipulated in art. 8 of
the Constitution as follows: every child with at least one parent who is
an Estonian national shall have the right, by birth, to Estonian nation-
ality; any person who as a minor lost his or her Estonian nationality
shall have the right to have his or her nationality restored; no person
may be deprived of Estonian nationality acquired by birth; no person
may be deprived of Estonian nationality because of his or her beliefs. As further specified by art. 8, the conditions and procedures for the ac-
quisition, loss and restoration of Estonian nationality shall be estab-
lished by the Citizenship Act. The basic constitutional principles of na-
tionality are reiterated in arts. 5(1), 16(1), 28(3) and 28(2) of the 1995
Citizenship Act respectively. 1.2.1
Acquisition of nationality Acquisition of Estonian nationality is stipulated by Chapters 2 and 3
(arts. 5 through 15) of the 1995 Citizenship Act. This includes acquisi-
tion of nationality by birth, by naturalisation and for achievements of
special merit. Nationality by naturalisation and for achievements of
special merit shall be granted by a decision of the Estonian govern-
ment. According to art. 5, nationality is acquired by birth if at least one of
the child’s parents holds Estonian nationality at the time of the child’s
birth. Nationality is also acquired by birth if the child is born after the
death of his or her father and if the father held Estonian nationality at
the time of his death. If a child of unknown parents is found in Esto-
nia, a court can declare that the child has acquired Estonian nationality
by birth upon application by the guardian of the child or a guardian-
ship authority, unless the child is proven to be a citizen of another
state. According to art. 5, nobody shall be deprived of Estonian nation-
ality acquired by birth. Arts. 6 through 15 establish conditions for acquisition of Estonian
nationality by naturalisation and for achievements of special merit. The
conditions for acquisition of nationality by naturalisation differ depend-
ing on whether a person is at least fifteen years of age or under that
age. ESTONIAN CITIZENSHIP 51 An alien5 who is at least fifteen years of age and wishes to acquire
Estonian nationality by naturalisation shall have stayed in Estonia on
the basis of a permanent residence permit for at least five years prior
to the date on which he or she submits an application for Estonian na-
tionality and for one year from the day following the date of registra-
tion of the application. Additionally, he or she must have knowledge of
the Estonian language and of the Constitution of the Republic of Esto-
nia and the Citizenship Act. 1.2.1
Acquisition of nationality has served as a professional member of the armed forces of a for-
eign state or who has been assigned to the reserve forces thereof or
has retired there from, nor shall Estonian nationality be granted to
or resumed by the spouse of such a person. 6. has served as a professional member of the armed forces of a for-
eign state or who has been assigned to the reserve forces thereof or
has retired there from, nor shall Estonian nationality be granted to
or resumed by the spouse of such a person. 6. has served as a professional member of the armed forces of a for-
eign state or who has been assigned to the reserve forces thereof or
has retired there from, nor shall Estonian nationality be granted to
or resumed by the spouse of such a person. Thus, art. 21(6) clearly targets those non-Estonians (together with their
spouses) who are not Estonian nationals by birth and who remained in
Estonia after they retired from the Soviet Army.6 However, the same
art. 21 also offers them one possibility of acquiring Estonian national-
ity. It stipulates that Estonian nationality may be resumed by, or
granted to, a person who has retired from the armed forces of a foreign
state if the person has been married for at least five years to a person
who acquired Estonian nationality by birth and if the marriage has not
been terminated by divorce. 1.2.1
Acquisition of nationality In accordance with the requirements pro-
vided for in this Act, he or she must also have a permanent legal in-
come which ensures his or her own subsistence and that of his or her
dependants, be loyal to the Estonian state, and take the following oath:
‘In applying for Estonian citizenship, I swear to be loyal to the consti-
tutional order of Estonia.’ For a minor to acquire Estonian nationality by naturalisation, an ap-
plication by his or her parents, or by a single or adoptive parent of Es-
tonian nationality, accompanied by specific documents, is required. After the amendments to the Citizenship Act, which entered into force
on 12 July 1999, a minor’s stateless parents and stateless single or
adoptive parent(s) also have the right to apply for nationality by natura-
lisation for a minor. Estonian nationality can be acquired for achievements of special
merit to the Estonian state, which are defined as ‘achievements which
contribute to the international reputation of Estonia in the areas of cul-
ture or sports or in other areas’ (art. 10). Proposals for the granting of
nationality for achievements of special merit may be submitted by
members of the Estonian government. The government is required to
approve the granting of citizenship for achievements of special merit. According to the amendment which entered into force in November
1995 (seven months after the Citizenship Act entered into force), Esto-
nian nationality for achievements of special merit may be granted to
not more than ten persons per year. However, in some cases, naturalisation is ruled out. According to art. 21 of the 1995 Citizenship Act, Estonian nationality shall not be
granted to or resumed by a person who: 1. submits false information upon application for Estonian nationality;
2. does not observe the constitutional order and laws of Estonia; 3. has acted against the Estonian state and its security; 4. has committed a criminal offence for which a punishment of impri-
sonment of more than one year was imposed and whose criminal
record has not expired or who has been repeatedly punished under
criminal procedure for intentionally committed criminal offences; y
5. has been employed or is currently employed by foreign intelligence
or security services; 52 PRIIT JA¨RVE PRIIT JA¨RVE 6. 1.2.2
Loss of nationality Conditions and procedures for loss of Estonian nationality are stipu-
lated in Chapter 6 of the 1995 Citizenship Act (arts. 22 through 30). According to these stipulations, a person shall cease to be an Estonian
national 1) through release from Estonian nationality; 2) through depri-
vation of Estonian nationality, and 3) upon acceptance of the citizen-
ship of another state. A person who wishes to be released from Estonian nationality shall
submit an application, identification documents, a certificate which
proves that he or she has acquired the citizenship of another state or
will acquire the citizenship of another state in connection with his or
her release from Estonian nationality, and pay the state fee.7 According
to art. 26, release from Estonian nationality may be refused to a person
if: 1) the person would become stateless as a result; 2) he or she has
unfulfilled obligations towards the Estonian state; 3) he or she is in ac-
tive service in the Estonian Defence Forces. Decisions on release from
Estonian nationality shall be taken by the government. y
y
g
According to art. 28, a person shall be deprived of Estonian nation-
ality by an order of the Estonian Government if he or she 1) as an Es-
tonian national, enters state public service or military service of a for-
eign state without permission from the Estonian Government; 2)
joins the intelligence or security service of a foreign state or foreign
organisation which is armed or militarily organised or which engages
in military exercises; 3) forcibly attempts to change the constitutional
order of Estonia; 4) upon the acquisition of Estonian nationality by
naturalisation or upon resumption of Estonian nationality submits
false information and thereby conceals facts which would have pre-
cluded the granting of Estonian nationality to him or her or which ESTONIAN CITIZENSHIP 53 would have precluded him or her from resuming Estonian nationality;
5) is a citizen of another state but has not been released from Esto-
nian nationality. This latter provision makes it possible to deprive nat-
uralised dual citizens of their Estonian nationality if they have ac-
quired another nationality. Since Estonian law is in principle opposed
to dual nationality, such persons are obliged to apply for release from
their Estonian nationality. y
Art. 28(3) establishes an important difference between nationals by
birth and by naturalisation. 1.2.2
Loss of nationality It stipulates that the reasons for depriva-
tion of nationality listed in art. 28 do not apply to persons who acquire
Estonian nationality by birth. It means that those who have acquired
nationality by naturalisation are vulnerable – they can be deprived of
their newly obtained nationality. y
y
Art. 29 addresses the loss of Estonian nationality upon acceptance
of citizenship of another state or renunciation of Estonian nationality. It stipulates that a person is deemed by the government agency
authorised by the Estonian Government to have ceased being an Esto-
nian citizen upon acceptance of the citizenship of another state or
upon renunciation of Estonian nationality in favour of the citizenship
of another state. Nevertheless, in light of these stipulations, it remains
unclear what happens if an Estonian national by birth does not de-
clare his or her wish to be released from Estonian nationality after he
or she has acquired, or is going to acquire another nationality. While
the 1995 Citizenship Act rules out multiple nationality (arts. 2 and 3)
the state has been quite tolerant in cases of the resumption of Esto-
nian nationality by emigrants under art. 16(1) which grants everyone
who loses Estonian nationality as a minor the right to resume Esto-
nian nationality. Several such Estonians holding multiple nationalities
have been members of the Estonian Government and elected to Par-
liament. 1.3.1
The focus of the debate From the very outset of Estonian nationality policy in 1992, the ap-
proaches of Estonians and Russian-speakers to the issue of nationality
have been almost diametrically opposed to each other. The approach
characteristic of the Estonians draws heavily on history and underlines
that the changes in the ethnic composition during the Soviet years,
when the share of Estonians fell from 90 per cent to almost 60 per
cent between 1940 and 1989, were dangerous for the survival of the
Estonian nation. Therefore, refusal to grant nationality to Soviet-era set-
tlers by registration was regarded by many Estonians as an adequate re- PRIIT JA¨RVE PRIIT JA¨RVE 54 action to these changes in the population. The Estonian side also ar-
gues that in comparison with the citizenship laws of other countries
the Estonian requirements for nationality are quite liberal by current
international standards. The opposite approach, taken by the Russian-speaking minorities
and by several international actors, maintains that history and nation
do not matter as much as the Estonians think they do. Rather, one
should start with the present multi-ethnic situation and think about in-
dividuals. As a characteristic example of this view, Helsinki Watch
pointed out that it ‘rejects the argument that all those who came to Es-
tonia after 1940 did so illegally and therefore were never citizens. Their
residency was legally established under the applicable law at the time
they entered the territory of Estonia. Those who settled in Estonia after
1940 must be treated as individuals, not as instruments of state policy,
however reprehensive that policy may have been’ (Helsinki Watch
1993: 14). According to the proponents of this view, stateless people are a se-
curity risk, since the interests of these individuals are not properly re-
presented at the state level, and their behaviour can be unpredictable. The underlying implication of this argument is usually that Estonia
should grant nationality more generously by further simplifying its
conditions for naturalisation, especially the language requirements. Most of the ensuing debate has been about the political acceptability
of such simplifications, and in most cases the Estonian legislators have
rejected the proposals to that end. After more than fifteen years of de-
bates, the opposition between the two approaches has somewhat sof-
tened but is still far from having disappeared. As long as there remain
many tens of thousands of stateless persons, the debate will probably
continue. 1.3.2
International debate Estonia was regularly encouraged by international actors to speed up
naturalisation to reduce the proportion of non-citizens in the popula-
tion, especially during the country’s accession to the European Union. Estonia had to discuss its nationality issues with international partners
and to even make changes in its Citizenship Act to bring it into align-
ment with the country’s international obligations and to promote nat-
uralisation. Several international and regional organisations, foreign
embassies in Estonia, and international NGOs not only participated in
the debate but also provided necessary know-how and financial assis-
tance to their Estonian interlocutors. However, under the conditions
set by the 1995 Citizenship Act naturalisation slowed down for several
years. In 1997, international partners persuaded the Estonian authori- ESTONIAN CITIZENSHIP 55 ties to launch a policy of integration for non-Estonians. A special gov-
ernment agency (Bureau of the Minister of Population Affairs8) and a
special foundation for the integration of non-Estonians9 were estab-
lished, which started to work out and to implement integration pro-
grammes and action plans to resolve the problem of statelessness.10 g
p
p
After several years of modest yields, the numbers of naturalised citi-
zens briefly surged after Estonia joined the EU in 2004. Estonia inter-
preted the admission to the EU as the ultimate international approval
of its nationality policies. The EU and other international actors vir-
tually stopped issuing recommendations on how Estonia should devel-
op its nationality policy. Only Russia has not dropped the problem of
statelessness in Estonia from its political agenda. It remains to be seen
to what degree Russia can internationalise this issue in its contacts
with the EU, in the framework of the OSCE and in the Council of Eur-
ope. In the wake of Estonia’s admission to the EU, inputs from interna-
tional actors have ceased to inform the domestic debate on nationality
issues. Since then, this debate has been shaped more than ever before
by internal incentives. 1.3.3
Domestic debate Estonian policy on nationality has remained conservative ever since in-
dependence, without major ‘home-made’ debates after the Citizenship
Act of 1992 was adopted. Instead, the mainstream political parties have
regularly declared prior to national elections that, regardless of the elec-
tion results, the Citizenship Act and the corresponding policies will not
be changed. g
The Estonian political elite deemed that the initial non-inclusion of
Soviet-era settlers into the citizenry served the interests of the survival
of the Estonian ethnic nation and its culture. According to a statement
by a former Estonian minister, the ultimate hope for the future of the
non-Estonians was ‘that a third or so will become Estonian citizens, a
third may remain here with Russian citizenship, and at least a third
will leave’ (Lieven 1993: 377). By 2000, these hopes had only partially
materialised, mainly because the formation of a persistent contingent
of stateless residents had not been anticipated. The results of the popu-
lation censuses of 1989 and 2000 showed that 29 per cent of non-Es-
tonians from 1989 had become Estonian citizens by 2000 and 14 per
cent had obtained Russian citizenship, while the total number of non-
Estonians had decreased from 602,381 to 439,833, or by 27 per cent be-
tween the two censuses.11 In 2000, 173,539 non-Estonians, or 39 per
cent of their number in 2000, were Estonian citizens, 86,067 non-Es-
tonians, or 20 per cent, were Russian citizens and 170,349 non-Esto- 56 PRIIT JA¨RVE nians, or 39 per cent, were stateless residents (Statistical Office of Esto-
nia 2001: 13-14). By the end of 2007, the number of stateless residents
had fallen to 116,248, which was 19 per cent of the number of non-Es-
tonians in 1989 and 26 per cent of their number in 2000.12 9 9
In 1995, minority members won six seats of the 101 in the Estonian
Parliament, for the first time since independence, as representatives of
the so-called Russian parties (minority parties). They organised a sepa-
rate faction which tried to initiate changes in the Citizenship Act in or-
der to make the acquisition of nationality easier for stateless Russian-
speakers. However, all those attempts were systematically aborted by
firm resistance from the Estonian majority in the Parliament. 1.3.3
Domestic debate As a re-
sult, the minority parties were compromised in the eyes of Russian-
speaking voters and during the 2002 national elections these parties
were unable to surpass the 5 per cent threshold to get into the Parlia-
ment. In 2002, nine and in 2007 eight candidates of minority origin
were elected to the Estonian Parliament on the lists of the so-called Es-
tonian parties, which have started to compete among themselves for
the votes of naturalised non-Estonians. As members of mainstream
parties, minority MPs hope to be more successful than before in de-
fending the interests of non-Estonians, by promoting naturalisation,
minority education and the public use of minority languages. 1.3.4
Changes in public opinion Many Estonians, influenced by history, came to perceive Russia and
Russians as threats. Surveys of public opinion and sociological research
of the early 1990s showed that Estonians tended to support the official
nationality policies which sought to control the participation of Rus-
sians in Estonian politics with the help of the Citizenship Act. Approxi-
mately one fifth of Estonians thought that the official policies, includ-
ing the language requirements for obtaining nationality were not harsh
enough. In 2000, 46 per cent of Estonians believed that Estonia would
benefit if non-Estonians left the country (Kruusvall 2001). y (
)
The majority of Russian-speakers in Estonia have considered the of-
ficial policies on nationality, let alone the more radical views reflected
in various media outlets, internet chat-rooms and elsewhere, as unfair
and discriminatory. Nevertheless, the data from integration monitoring
in 2000 showed that non-Estonians were predominantly oriented to-
wards acquiring Estonian nationality: it was desired by 80 per cent of
the family members of Estonian citizens who were without nationality,
by 62 per cent of the family members of non-citizens, and by 61 per
cent of the family members of Russian citizens. Estonian nationality
was desired in the first place for children, but also for spouses and par-
ents. At the same time, 12 per cent of the family members of non-citi- ESTONIAN CITIZENSHIP 57 zens did not want citizenship, and 16 per cent had not made up their
minds. It might well be that a certain number of non-citizens had re-
signed themselves to their status and did not see any particular reason
(or possibility) to change it (Hallik 2001). While the official Estonian view on nationality has remained basi-
cally the same since 1992, the public opinion of Estonians has changed
due to an increase in overall tolerance and the proliferation of related
values. Most remarkably, the integration monitoring of 2005 showed
that already as much as 54 per cent of Estonians have agreed to grant
nationality to Russians born in Estonia on simplified terms. Only about
one third of Estonians held this view in 2000 (37 per cent in 2002).13
Thus, by 2005, the majority of Estonians no longer perceived the Rus-
sians as a grave threat. Moreover, ordinary Estonians were more toler-
ant with regard to nationality issues than official policies. These
changes in public opinion might have facilitated new policy initiatives
to overcome the problem of statelessness. 1.3.4
Changes in public opinion However, in 2007, the situa-
tion took a different turn. On 27 April 2007, just two weeks before the Russians traditionally
celebrate the anniversary of the defeat of Nazi Germany, the Estonian
government clumsily relocated a Soviet-era war memorial from the
centre of Tallinn, provoking street riots by mostly Russian-speaking
youths who felt insulted. Approximately 1,200 people were arrested,
while many were injured and one Russian citizen was stabbed to
death. Attitudes of the Estonians and the Russian speakers towards
each other hardened and various integration efforts seemed to be se-
verely compromised. The riots and their aftermath, such as the siege
of the Estonian Embassy in Moscow by a youth organisation, drew
broad international attention. In March 2008, the Russian Embassy in Tallinn reported a doubling
in the number of applicants for Russian citizenship between August
2007 and March 2008 compared with the same periods in 2006 and
2007. According to embassy officials, many applicants noted that they
had ‘lost confidence in Estonian democracy’. The applicants were also
motivated by the opportunities of visa-free travel and of finding jobs in
both the Schengen area and Russia.14 This change in non-Estonians’
attitudes had already been detected by a July 2007 Estonian survey,
which showed that after the relocation of the war memorial, the trust
that non-Estonians had in Estonian state institutions had fallen to 24
per cent (among non-Estonian youths to 11 per cent; while among Esto-
nians it remained as high as 62 per cent). This is in sharp contrast
with figures from 2005, when trust in Estonian institutions among
non-Estonians was similar to that of Estonians (Heidmets 2008: 59). Given these changes, the numbers of stateless residents in Estonia
may continue to decline, as it is predicted, but it is hard to see how in- 58 PRIIT JA¨RVE creasing numbers opting for Russian nationality can be perceived as in
Estonia’s best interests, particularly in light of the August 2008 armed
conflict in Georgia. 1.4
Statistics on acquisition of nationality since 1992 Estonian statistics on acquisition of nationality date from after the 1992
Citizenship Act was adopted. The introduction of this Act granted Esto-
nian nationality by registration to 68 per cent of the population who, or
whose predecessors, were Estonian nationals before 17 June 1940. The
rest of the population (32 per cent) who, or whose predecessors, were
not Estonian nationals before that date, were given the status of aliens. Over 95 per cent of those aliens were not of Estonian descent. In 1993, after several reorganisations at governmental level, the Esto-
nian Citizenship and Migration Board (CMB) was established.15 The
CMB is a government agency acting within the administrative area of
the Ministry of Internal Affairs and its main tasks include: determin-
ing the status of persons living in Estonia either as Estonian citizens or
as aliens and issuing identity documents to the residents of Estonia, as
well as receiving and processing applications for acquiring and restor-
ing Estonian nationality, as well as for exemptions from Estonian na-
tionality, and preparing the respective material for the government of
the Republic to decide on these applications (CMB 2003: 4). Currently, the CMB provides the most reliable statistics on national-
ity and naturalisation in Estonia. According to these data, between
1992 and 2005 as many as 138,246 persons acquired Estonian nation-
ality via naturalisation (CMB 2006: 19).16 Two special categories of ap-
plicants account for more than one-third of that number. Between
1992 and 1995, a simplified fast-track procedure for naturalisation
without a language exam was available for those aliens (Soviet-era set-
tlers) who had participated in the elections of the Estonian Citizens’
Congress in 1990 and had registered as applicants for nationality prior
to March 1990 (of those, 24,102 were naturalised), as well as for Esto-
nians living outside Estonia, of whom 25,293 used this simplified pro-
cedure (CMB 2006: 20). Besides those two special categories, the CMB has provided statistics
on the following categories of persons naturalised between 1992 and
2005: 1. those who acquired Estonian nationality based on general condi-
tions, i.e. who passed all of the exams (58,016 persons); 2. minors under fifteen years of age (29,461); 3. those without active legal capacity and the disabled (648); 4. those granted nationality for achievements of special merit (726). 1.4
Statistics on acquisition of nationality since 1992 ESTONIAN CITIZENSHIP 59 Moreover, 2,679 persons lost their Estonian nationality, while the gov-
ernment also refused to grant nationality to 605 applicants during this
same period (CMB 2006: 20). The process of naturalisation has not been a homogeneous flow of
applications and their approval. After the Citizenship Act of 1992, the
tempo of naturalisation was much higher than in the wake of the 1995
Citizenship Act, which changed the conditions of naturalisation by
making the language exam more rigorous and by adding an exam on
the Constitution and the Citizenship Act which also had to be taken in
the Estonian language. Thus, between 1992 and 1996, as many as
87,712 persons naturalised under the conditions set by the first Citizen-
ship Act, or 60 per cent of all persons who have naturalised between
1992 and 2007 (see Figure 1.2). In 1996, 16,740 persons passed the ci-
tizenship language exam, which followed the old rules and require-
ments. In 1997, only 2,099 persons passed an upgraded language
exam (UNDP 1999: 42). However, in spite of the complications related to naturalisation, such
as language exams which are considered difficult by the applicants,
and the growing share of non-Estonians among the citizens, who are
eyed with suspicion by ethnic conservatives, no political force in Esto-
nia has proposed stopping the process. As a result, in November 2005,
the overall number of naturalised persons (137,199) finally surpassed
the number of stateless persons (136,533).17 Figure 1.2
Naturalisation in Estonia, 1992-2007, persons naturalised per year in thousands
0
5
10
15
20
25
5.4
20.4
22.5
16.7
22.8
8.1
9.9
4.5
3.4
3.1
4.1
3.7
6.5
7.1
4.8
4.2
Source: Estonian Citizenship and Migration Board Figure 1.2
Naturalisation in Estonia, 1992-2007, persons naturalised per year in thousands Source: Estonian Citizenship and Migration Board PRIIT JA¨RVE 60 1.5
Conclusions The current naturalisation process in Estonia is a politically sensitive
and cautious inclusion of non-citizens in which international ‘suppor-
tive pressure’ has played an important role. Naturalisation has brought
new members to Estonian citizenry, made it ethnically more diverse
and moved the country closer to full democratic participation. It is esti-
mated that about 20 per cent of all Estonian nationals are non-Esto-
nians. More than half of them acquired nationality after 1992 through
naturalisation. However, 116,000 permanent residents of Estonia still
had no nationality by the end of 2007. This means that sustained prac-
tical efforts to promote integration and naturalisation are still needed
in Estonian society for years to come. Both non-Estonians and Esto-
nians should be targeted in order to promote better mutual under-
standing and cultural accommodation. Further attempts at prudent sta-
tesmanship are required to reduce the negative effects of the events of
April 2007 and to restore the image of Estonian nationality in the Rus-
sian-speaking community. Steps should also be taken in developing legal instruments and stan-
dards concerning nationality and statelessness. While Estonia has
signed and ratified the majority of international instruments aimed at
combating racial and ethnic discrimination,18 it has so far failed to sign
and ratify a number of international treaties dealing with issues of na-
tionality and statelessness such as the UN Convention of the Status of
Stateless Persons (1954); the UN Convention on the Nationality of Mar-
ried Women (1957); the UN Convention on the Reduction of Stateless-
ness (1961); the Convention of the International Commission of Civil
Status to Reduce the Number of Cases of Statelessness (1973); and the
European Convention on Nationality (1997). One is inclined to hope that membership in the EU and the prolif-
eration of democratic values will motivate Estonia to sign and ratify
more international treaties in the near future to help overcome state-
lessness and promote the political participation of minorities through
citizenship. 1998
Citizenship Act
Amendment Act of 8
December 1998 (entered
into force 12 July 1999) www.legislationline.org;
www.legaltext.ee
(in Estonian) 1999
Identity Documents Act 2002 Citizenship Act
Amendment Act of 19 June
2002 (entered into force 1
August 2002) 2001
Citizenship Act
Amendment Act of 14
November 2001 (entered
into force 1 February 2002)
2002 Citizenship Act
Amendment Act of 5 June
2002 (entered into force 1
July 2002) www.legislationline.org;
www.legaltext.ee
(in Estonian) 2002 Citizenship Act
Amendment Act of 15
October 2002 (entered
into force 10 November
2002) 2002 Citizenship Act
Amendment Act of 15
October 2002 (entered
into force 10 November
2002)
2003
Citizenship Act
Amendment Act of 29
January 2003 (entered into
force 1 March 2003) 2003
Citizenship Act
Amendment Act of 29
January 2003 (entered into
force 1 March 2003) 1.5
Conclusions Chronological list of citizenship-related legislation in Estonia
Date
Document
Content
Source
1992
Constitution of Estonia
www.legislationline.org;
www.legaltext.ee
(in Estonian)
1992
Citizenship Act
www.legaltext.ee
(in Estonian) Chronological list of citizenship-related legislation in Estonia www.legislationline.org;
www.legaltext.ee
(in Estonian)
www.legaltext.ee
(in Estonian) 1992
Citizenship Act ESTONIAN CITIZENSHIP 61 Date
Document
Content
Source
1993
Aliens Act (consolidated in
2003)
Regulates the entry of
aliens into Estonia, their
stay, residence and
employment in Estonia
and the bases for legal
liability of aliens
www.legislationline.org;
www.legaltext.ee
(in Estonian)
1995
Citizenship Act (adopted
19 January 1995, entered
into force 1 April 1995)
Replaces the Citizenship
Act of 1992; does not
change the basic principles
of acquisition and loss of
nationality but establishes
more demanding
requirements for the
acquisition of nationality
by naturalisation
www.legislationline.org;
www.legaltext.ee
(in Estonian)
1995
Citizenship Act
Amendment Act of 18
October 1995 (entered into
force 20 November 1995)
Establishes that
citizenship for
achievements of special
merit may be granted to no
more than ten persons per
year
www.legislationline.org;
www.legaltext.ee
(in Estonian)
1995
Language Act
Establishes the Estonian
language as the only
official language of
Estonia; regulates the
requirements for
proficiency in the Estonian
language and the use of
Estonian and foreign
languages in Estonia
www.coe.int;
www.legaltext.ee
(in Estonian)
1997
Aliens Act Amendment Act Establishes new conditions
for issuing permanent
residence permits (at least
three years residence
within the last five years on
the basis of a temporary
residence permit)
www.legislationline.org;
www.legaltext.ee
(in Estonian)
1998
Citizenship Act
Amendment Act of 8
December 1998 (entered
into force 12 July 1999)
Provides for acquisition of
citizenship for children of
stateless single or adoptive
parents; introduces
deprivation of citizenship
in case of submission of
false information in the
process of application and
loss of citizenship upon
acceptance of the
citizenship of another state
ww.legislationline.org;
www.legaltext.ee
(in Estonian)
1999
Identity Documents Act
Establishes an identity
document requirement
and regulates the issue of
www.legislationline.org;
www.legaltext.ee
(in Estonian) www.legislationline.org;
www.legaltext.ee
(in Estonian) www.legislationline.org;
www.legaltext.ee
(in Estonian) PRIIT JA¨RVE 62 Date
Document
Content
Source
identity documents to
Estonian citizens and
aliens by the Republic of
Estonia
2000 Citizenship Act
Amendment Act of 14 June
2000 (entered into force
10 July 2000)
Amends the requirements
for naturalisation for a
person with a severe,
profound or moderate
disability
www.legislationline.org;
www.legaltext.ee
(in Estonian)
2001
Penal Code Article 174
Establishes penalties for
the alteration of a child’s
descent by substituting a
child with a child of
another person for
personal gain, or if causing
alteration of the child’s
citizenship
www.legislationline.org;
www.legaltext.ee
(in Estonian)
2001
Citizenship Act
Amendment Act of 14
November 2001 (entered
into force 1 February 2002)
Revises the wording of
some articles as a result of
changes in other civil laws
www.legislationline.org;
www.legaltext.ee
(in Estonian)
2002 Citizenship Act
Amendment Act of 5 June
2002 (entered into force 1
July 2002)
Specifies rules for the
naturalisation of children
whose parents are dead,
missing or have restricted
active legal capacity or
whose parents are
deprived of their parental
rights
www.legislationline.org;
www.legaltext.ee
(in Estonian)
2002 Citizenship Act
Amendment Act of 19 June
2002 (entered into force 1
August 2002)
Rules that the government
of the Republic shall
substantiate the granting
of citizenship for
achievements of special
merit (but not the refusal
to grant citizenship on
these grounds); regulates
the fees for the acquisition
of citizenship by
naturalisation, for
resumption of and for
release from citizenship
www.legislationline.org;
www.legaltext.ee
(in Estonian)
2002 Citizenship Act
Amendment Act of 15
October 2002 (entered
into force 10 November
2002)
Regulates the
naturalisation of persons
with a severe, profound or
moderate disability
www.legislationline.org;
www.legaltext.ee
(in Estonian)
2003
Citizenship Act
Amendment Act of 29
January 2003 (entered into
force 1 March 2003)
Regulates the procedures
for acquisition of
citizenship for adopted
children
www.legislationline.org;
www.legaltext.ee
(in Estonian) Date
Document www.legislationline.org;
www.legaltext.ee
(in Estonian)
www.legislationline.org;
www.legaltext.ee
(in Estonian) www.legislationline.org;
www.legaltext.ee
(in Estonian) ESTONIAN CITIZENSHIP 63 Date
Document
Content
Source
2003
Citizenship Act
Amendment Act of 10
December 2003 (entered
into force 1 January 2004)
Establishes the procedures
for reimbursement of
language training expenses
to persons who passed the
citizenship exams
www.legislationline.org;
www.legaltext.ee
(in Estonian)
2004 Citizenship Act
Amendment Act of 11
February 2004 (entered
into force 20 March 2004)
Specifies residence periods
required for naturalisation
(five years on the basis of a
permanent residence
permit prior to application
and six months from the
day following the date of
registration of the
application); establishes
time limits and obligations
for the applicants and
authorities in processing
applications
www.legislationline.org;
www.legaltext.ee
(in Estonian)
2004 Citizenship Act
Amendment Act of 23
November 2004 (entered
into force on 1 April 2005)
Specifies conditions for
disabled applicants at the
naturalisation exams
www.legislationline.org;
www.legaltext.ee
(in Estonian)
2005
Citizenship Act
Amendment Act of 19
October 2005 (entered
into force on 1 January
2006)
Simplifies the definition of
legal income
www.legislationline.org;
www.legaltext.ee
(in Estonian) ate
Document
Content
Source
003
Citizenship Act
Amendment Act of 10
December 2003 (entered
into force 1 January 2004)
Establishes the procedures
for reimbursement of
language training expenses
to persons who passed the
citizenship exams
www.legislationline.org;
www.legaltext.ee
(in Estonian)
004 Citizenship Act
Amendment Act of 11
February 2004 (entered
into force 20 March 2004)
Specifies residence periods
required for naturalisation
(five years on the basis of a
permanent residence
permit prior to application
and six months from the
day following the date of
registration of the
application); establishes
time limits and obligations
for the applicants and
authorities in processing
applications
www.legislationline.org;
www.legaltext.ee
(in Estonian)
004 Citizenship Act
Amendment Act of 23
November 2004 (entered
into force on 1 April 2005)
Specifies conditions for
disabled applicants at the
naturalisation exams
www.legislationline.org;
www.legaltext.ee
(in Estonian)
005
Citizenship Act
Amendment Act of 19
October 2005 (entered
into force on 1 January
Simplifies the definition of
legal income
www.legislationline.org;
www.legaltext.ee
(in Estonian) Shortens the waiting time
after the registration of
citizenship application
from one year to six
months; allows, as an
exception, acquisition and
restoration of citizenship
by a person who has been
repeatedly punished under
criminal procedure for
intentionally committed
criminal offences 1
Although the 1977 Constitution of the Estonian SSR used the term ‘citizens of the
Estonian SSR’, it was merely a synonym for the mandatory Soviet registration of
domicile (in Russian: propiska). www.legaltext.ee
(in Estonian) 2004 Citizenship Act
Amendment Act of 23
November 2004 (entered
into force on 1 April 2005)
2005
Citizenship Act
Amendment Act of 19
October 2005 (entered
into force on 1 January
2006)
2006 Citizenship Act
Amendment Act of 15 June
2006 (enacted 8 July 2006) (
)
2
In this chapter the terms ‘Estonian’, ‘Russian’, etc. designate ethnicity. The term
‘non-Estonians’ refers to all individuals whose ethnic origin is different from that of 2006 Citizenship Act
Amendment Act of 15 June
2006 (enacted 8 July 2006) Notes 64 PRIIT JA¨RVE PRIIT JA¨RVE Estonians. The term ‘Russian-speakers’ stands for those non-Estonians whose
mother tongue, or predominantly used language, is Russian. Estonians. The term ‘Russian-speakers’ stands for those non-Estonians whose
mother tongue, or predominantly used language, is Russian. g
p
y
g
g
3
This subsection draws on Thiele (1999: 14-16). 3
This subsection draws on Thiele (1999: 14-16). 3
This subsection draws on Thiele (1999: 14-16). 4
An English translation is available at www.legislationline.org. 4
An English translation is available at www.legislationline.org. 5
Estonian law uses the term ‘alien’ rather than ‘foreign national’ to categorise a person
who is not an Estonian citizen (Aliens Act of 1993, art. 8). The category of ‘aliens’
also applies to stateless persons who form a large group among Estonia’s non-
citizens. The Estonian identification document issued to a stateless person is called
an ‘Alien’s passport’ which many stateless persons who were born in the country
consider as inappropriate, if not insulting. In Estonian political discourse the
stateless persons are characterised differently from the legal jargon as individuals
‘who have undetermined citizenship’ which gives the whole issue a slightly more
positive twist. 5
Estonian law uses the term ‘alien’ rather than ‘foreign national’ to categorise a person
who is not an Estonian citizen (Aliens Act of 1993, art. 8). The category of ‘aliens’
also applies to stateless persons who form a large group among Estonia’s non-
citizens. The Estonian identification document issued to a stateless person is called
an ‘Alien’s passport’ which many stateless persons who were born in the country
consider as inappropriate, if not insulting. In Estonian political discourse the
stateless persons are characterised differently from the legal jargon as individuals
‘who have undetermined citizenship’ which gives the whole issue a slightly more
positive twist. 6
According to some estimates, this group, which the authorities consider to be a
threat to state security, is comprised of approximately 30,000 persons (including
family members). Their pensions and health insurances are paid by the Russian
Federation. Many of them are also citizens of the Russian Federation. Until 2006,
before the new EU regulations were enacted, Estonia provided Soviet Army retirees
with temporary residence permits. Now, they enjoy the right to permanent residence
permits as nationals of third states who have legally resided in an EU Member State
for five years or more. Notes Paradoxically, after Estonia was fully integrated into the
Schengen area in 2008, those permanent residents who hold a Russian passport can
travel without a visa from the Pacific Ocean to the Atlantic Ocean, while Estonian
citizens still need a visa to travel to Russia. 7
In May 2008, the state fee for naturalisation as well as for release from Estonian
nationality was 200 Estonian kroons (13 euros), while the minimum monthly salary
was 3,600 Estonian kroons (230 euros). Applicants do not usually consider this fee
to be a significant obstacle. 7
In May 2008, the state fee for naturalisation as well as for release from Estonian
nationality was 200 Estonian kroons (13 euros), while the minimum monthly salary
was 3,600 Estonian kroons (230 euros). Applicants do not usually consider this fee
to be a significant obstacle. 8
See www.rahvastikuminister.ee. 8
See www.rahvastikuminister.ee. 9
See www.meis.ee (Non-Estonians’ Integration Foundation). 10 In 2000, the government of Estonia adopted the state programme ‘Integration in
Estonian Society 2000-2007’; in April 2008, the government adopted the second
state programme of integration for 2008-2013 (see www.rahvastikuminister.ee). 11
After 1991, depopulation became a firm trend in Estonia. The censuses of 1989 and
2000 show that while all minority groups diminished in size, only the Ukrainians,
Byelorussians, Tatars, Jews and Germans lost more than one third of their
population. At the same time, the most numerous group – the Russians in Estonia –
had decreased from 475 to 351 thousand, or only by one fourth. All in all, the
absolute number of non-Estonians went down 27 per cent between the two censuses
while the absolute number of Estonians decreased by only 12 per cent. As a result,
the share of Estonians in the total population went up 6.4 percentage points from
61.5 to 67.9. According to the census of 2000, the total population of Estonia was
1,370,052 (in 1989: 1,565,622) (Statistical Office of Estonia 2001: 14). 11
After 1991, depopulation became a firm trend in Estonia. The censuses of 1989 and
2000 show that while all minority groups diminished in size, only the Ukrainians,
Byelorussians, Tatars, Jews and Germans lost more than one third of their
population. At the same time, the most numerous group – the Russians in Estonia –
had decreased from 475 to 351 thousand, or only by one fourth. Notes All in all, the
absolute number of non-Estonians went down 27 per cent between the two censuses
while the absolute number of Estonians decreased by only 12 per cent. As a result,
the share of Estonians in the total population went up 6.4 percentage points from
61.5 to 67.9. According to the census of 2000, the total population of Estonia was
1,370,052 (in 1989: 1,565,622) (Statistical Office of Estonia 2001: 14). 12
See www.rahvastikuminister.ee. 12
See www.rahvastikuminister.ee. 13
See the results of Integration Monitoring 2000, 2002, and 2005 at www.meis.ee. 3
See the results of Integration Monitoring 2000, 2002, and 2005 at www.meis.ee. 13
See the results of Integration Monitoring 2000, 2002, and 2005 at www.meis.ee. 14
See ‘Huvi vene kodakondsuse vastu on kasvanud [Interest in Russian citizenship has
grown]’, www.delfi.ee, 23 March 2008; Madis Taras, ‘Vene kodakondsust taotletakse
varasemast aktiivsemalt [People apply for Russian citizenship more actively than
before]’, Eesti Pa¨evaleht [Estonian Daily], 24 March 2008. www.epl.ee. 14
See ‘Huvi vene kodakondsuse vastu on kasvanud [Interest in Russian citizenship has
grown]’, www.delfi.ee, 23 March 2008; Madis Taras, ‘Vene kodakondsust taotletakse
varasemast aktiivsemalt [People apply for Russian citizenship more actively than
before]’, Eesti Pa¨evaleht [Estonian Daily], 24 March 2008. www.epl.ee. 15
Estonians, worried by growing immigration, had already started introducing
measures during the pre-Gorbachev era to bring this process under control. Thus, in
the early 1980s, the municipality of Tallinn, the capital of Estonia, started to limit the 15
Estonians, worried by growing immigration, had already started introducing
measures during the pre-Gorbachev era to bring this process under control. Thus, in
the early 1980s, the municipality of Tallinn, the capital of Estonia, started to limit the ESTONIAN CITIZENSHIP 65 number of workers that industries and other enterprises were allowed to bring into
Estonia, charging them considerable fees for every worker who eventually settled in
Tallinn. It is interesting that the legality of these improvised methods was not
challenged by Moscow, possibly because the growing inter-ethnic tensions had
already sparked public unrest among the youth in Tallinn in the autumn of 1980. However, a more systemic foundation for the immigration policy was laid in 1990,
when the Supreme Council of the Estonian Soviet Socialist Republic (Estonian SSR)
established the National Migration Board of the Estonian SSR, the predecessor of the
CMB. This agency’s task was to carry out state control of migration and issue
residence and work permits. Notes For that purpose the Supreme Council adopted the
‘Immigration Law of the Estonian SSR’, which entered into force on 1 July 1990. This law established the requirement that any alien who wanted to settle in Estonia
must apply for a residence permit. The first permits were issued in January 1991. pp y
p
p
J
y 99
16 Between 1992 and 31.12.2007, 147,228 persons were naturalised in Estonia
according to updates available at www.rahvastikuminister.ee. 16 Between 1992 and 31.12.2007, 147,228 persons were naturalised in Estonia
according to updates available at www.rahvastikuminister.ee. S
h
ik
i i 17
Source: www.rahvastikuminister.ee. 18
These documents include the Convention on the Prevention and Punishment of the
Crime of Genocide (entry into force in Estonia 19 January 1992), the International
Convention on the Elimination of All Forms of Racial Discrimination (20 November
1991), the International Covenant on Economic, Social and Cultural Rights (21
January 1992), the International Covenant on Civil and Political Rights (21 January
1992), the Optional Protocol to the Covenant on Civil and Political Rights (21
January 1992), the Convention on the Elimination of All Forms of Discrimination
against Women (20 November 1991), the Convention on the Rights of the Child (20
November 1991), the Framework Convention for the Protection of National
Minorities (1 February 1998). 18
These documents include the Convention on the Prevention and Punishment of the
Crime of Genocide (entry into force in Estonia 19 January 1992), the International
Convention on the Elimination of All Forms of Racial Discrimination (20 November
1991), the International Covenant on Economic, Social and Cultural Rights (21
January 1992), the International Covenant on Civil and Political Rights (21 January
1992), the Optional Protocol to the Covenant on Civil and Political Rights (21
January 1992), the Convention on the Elimination of All Forms of Discrimination
against Women (20 November 1991), the Convention on the Rights of the Child (20
November 1991), the Framework Convention for the Protection of National
Minorities (1 February 1998). Bibliography CMB (Estonian Citizenship and Migration Board) (2006), Yearbook 2006. Tallinn. www.mig.ee. Hallik K. (2001), ‘Citizenship – Precondition To or Result of Integration?’, in Integration
Monitoring 2000, CD-ROM Integrating Estonia, Minister Katrin Saksa Bu¨roo. Heidmets M. (ed.) (2008), Eesti Inimarengu Aruanne 2007 [Estonian Human Develop-
ment Report 2007]. Tallinn: Eesti Koosto¨o¨ Kogu. Helsinki Watch (1993), Integrating Estonia’s Non-Citizen Minority. www.hrw.org. Kruusvall, J. (2001), ‘Understanding Integration in Estonian Society’, in Integration Mon-
itoring 2000, CD-ROM Integrating Estonia, Minister Katrin Saksa Bu¨roo. OM Integrating Estonia, Minister Katrin Saksa Bu¨r Lieven, A. (1993), The Baltic Revolution. New Haven and London: Yale University Press. Rose, R. & W. Maley (1994), ‘Conflict or Compromise in the Baltic States?’, RFE/RL Re-
search Report 3 (28). Semjonov, A. (2000), ‘Estonia: Nation Building and Integration. Political and Legal As-
pects’, COPRI Working Paper 8. Statistical Office of Estonia (2001), 2000 Population and Housing Census, 2. Tallinn: Statis-
tical Office of Estonia. Thiele, C. (1999), ‘The Criterion of Citizenship for Minorities: The Example of Estonia’,
ECMI Working Paper 5. UNDP (United Nations Development Programme) (1999), Estonian Human Development
Report 1999. Tallinn. www.gi.ee. 2
Checks and balances in Latvian
nationality policies: National agendas and
international frameworks1 Kristı¯ne Kru¯ma Latvia, upon the restoration of its independence in 1991, strictly fol-
lowed the principle of state continuity. This has also been reflected in
nationality policies which followed the ex iniuria ius non oritur princi-
ple. However, Latvia had to take the framework of international law
that existed when independence was restored into account and had to
deal with a large number of Soviet-era settlers. This led to the creation
of a specific category of persons in international law, namely so-called
non-citizens, which has become the main issue of international debates
on Latvian nationality policies. 2.1.1
Nationality policy prior to regaining independence An important step in the process of consolidating the new statehood
proclaimed on 18 November 1918 was the adoption of the Law on Citi-
zenship in 1919. This Law was not repealed after the occupation of Lat-
via by the Soviet Union in 1940. At the same time, Latvian nationals
became nationals of the USSR by way of automatic imposition of the
latter’s nationality. y
There were different views regarding the status of Baltic nationals
after the Second World War. In some of the lawsuits initiated by Baltic
nationals concerning their nationality they were still considered Baltic
nationals by the courts of other states. The varying treatment of Baltic
nationals by other states prevailed until 1991 when the Baltic states re-
gained their independence. Upon the restoration of independence in 1990 the decision-makers
were faced with the dilemma of the two main options available regard-
ing nationality. Under the first option it was argued that the original
state had disintegrated or disappeared and that a new state had been
founded. The newly-founded state could therefore determine its na-
tionals on the basis of its territory – a ‘zero option’. As far as this op-
tion is concerned, one may add, however, that the codification efforts
of the International Law Commission at the United Nations concern- 68 KRISTI¯NE KRU¯ MA KRISTI¯NE KRU¯ MA ing the nationality of persons in situations of state succession showed
that awarding nationality to all residents by successor states that
emerged from the dissolution of a predecessor state is by no means an
automatic or established rule of international law.2 It would have been
a preferred solution, especially in view of the existing obligation not to
create statelessness, but state practices continue to vary. p
y
The second option emanated from the concept of state continuity,
which implies the continuity of the nationality of the state in question
(Thiele 1999: 12).3 When adopting nationality legislation Latvia was
guided by the principle of the continuity of the state and the humani-
tarian principles prohibiting the imposition of the nationality of the oc-
cupying country upon nationals of the occupied country. 2.1.1
Nationality policy prior to regaining independence It was argued
that automatic conferral of USSR nationality on the population of the
Baltic states as a consequence of their occupation in 1940 was unlaw-
ful under international law as long as the Baltic states were presumed
to exist (Kalvaitis 1998: 231; Ziemele 2001: 233).4 Therefore, Latvian
nationals recovered de facto rights and obligations deriving from their
Latvian nationality but those USSR nationals who arrived in Latvia as a
result of its foreign occupation were made subject to the naturalisation
procedure according to relevant legal provisions. CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES 69 gistered by 1 July 1992; (2) persons who were Latvian nationals on 17
June 1940 and their descendants if they did not reside in Latvia or were
nationals of another state and had submitted an expatriation permit; (3)
persons born and residing in Latvia if their parents were unknown. The process of naturalisation was also made easy for those living in
Latvia on 17 June 1940 without Latvian nationality. This approach was
based on the premise that if Latvia had not been occupied, these per-
sons could have acquired nationality (Ziemele 1998: 208). It was considered that only the nationals proper, as defined by the
1919 Law, could legitimately restore the political system of Latvia and
thus take part in the elections for the Fifth Parliament in 1993. Others
who did not qualify for nationality could apply for naturalisation under
the 1919 Law and the Resolution. Since the requirements for naturali-
sation were high, including inter alia sixteen years of residence, natura-
lisation based on the Resolution never occurred (Ziemele 1998: 208;
Kalvaitis 1998: 255). 2.1.2
Restoration of nationality During this period, the political institutions of the Soviet era were still
in place. However, their freedom to act was significantly restricted. Since Latvia was guided by the principle of state continuity it had to re-
store not only nationality but also its pre-1940 institutions, including
its parliament. The post-Soviet institutions acting during this period
had a limited capacity. Their authority was only to preserve continuity
until the fifth legitimately elected Parliament started functioning. g
y
g
According to the state continuity thesis, the aggregate body of Lat-
vian nationals was re-established in accordance with the 1919 Law on
Citizenship, as amended in 1927. It was again considered applicable
with the adoption of the 15 October 1991 Resolution on the Renewal of
the Republic of Latvia’s Citizens’ Rights and Fundamental Principles of
Naturalisation by the Supreme Council. The presumption was that Lat-
vian nationality had continued to exist, irrespective of the loss of inde-
pendence in 1940. The Decree on the Order in which the Citizens of
the Soviet Socialist Republics Lithuania, Latvia and Estonia are Granted
USSR Citizenship (1940) on the basis of which Soviet nationality was
imposed on Latvian nationals was declared null and void ab initio. According to the Resolution, the following groups of individuals were
recognised as nationals: (1) those who were Latvian nationals on 17 June
1940 and their descendants, if they had lived in the country and had re- 2.1.3
Basis for current nationality policy During the parliamentary election campaign in 1993, nationality was
the most important issue. Proposals ranged from repatriation of all
Soviet-era settlers to a zero option. The elected Parliament in a way re-
presented the opinion of Latvian nationals as to how the state should
proceed in this matter. Initial proposals were very strict. According to
the first model adopted by Parliament, the first applications for
naturalisation would have been accepted in 2000 and then only at a
rate of 0.1 per cent of the previous year’s total number of nationals. This would have resulted in approximately a thousand new nationals
annually. This draft was heavily criticised by Western democracies and
by international organisations. As a result, the President of Latvia re-
fused to sign the adopted law. Complex nationality issues became even
the reason for postponing Latvian membership of the Council of
Europe. The new Law on Citizenship was adopted only on 22 July 1994. Ac-
cording to art. 2, as amended in 1995,5 nationals of Latvia are: (1) those
who were nationals on the date of occupation and their descendants,
unless they had acquired the nationality of another state after Latvia
proclaimed its independence on 4 May 1990; (2) Latvians and Livs6
who reside permanently in Latvia, do not hold the nationality of an-
other state or have received an expatriation permit; (3) women who re-
side permanently in Latvia and had lost their nationality according to
the Law on Citizenship of 1919 as well as their descendants unless they
had acquired the nationality of another state after 4 May 1990; (4) nat-
uralised persons; (5) children who are found in the territory of Latvia 70 KRISTI¯NE KRU¯ MA KRISTI¯NE KRU¯ MA whose parents are unknown; (6) orphans living in an orphanage or a
boarding school in Latvia; (7) children born of parents both of whom
were nationals of Latvia at the time of such birth, irrespective of the
place of birth of the children; (8) those who permanently reside in Lat-
via and are duly registered and who have completed a full educational
course in general education schools in which Latvian was the language
of instruction, or in mixed language schools, if they are not nationals
of another state or have received an expatriation permit. 2.1.3
Basis for current nationality policy As argued by
Ineta Ziemele, the latter category broadens the scope of Latvian na-
tionals in that it includes those former USSR nationals who may have
integrated into Latvian society, irrespective of their place of birth (Zie-
mele 2001: 235). The right of a child to acquire Latvian nationality was
ensured by providing that, if at least one parent is a Latvian citizen, the
child will acquire Latvian nationality, subject to mutual agreement by
the parents. Those who did not belong to the abovementioned groups had to nat-
uralise according to the procedures established by law and the regula-
tions of the Cabinet of Ministers.7 Although naturalisation require-
ments were made easier, they were still exclusionary. The law provided
for gradual naturalisation, the so-called ‘window-system’, thus limiting
the rights of individuals to freely choose the timing for naturalisation. It provided that persons will be naturalised in stages starting in 1996
and ending in 2003 (Kalvaitis 1998: 231). After 2003, anyone would
have the right to apply.8 This approach was adopted because it was ex-
pected that considerable numbers of non-citizens would apply for Lat-
vian nationality and civil servants would therefore be unable to ensure
proper application of the law. However, the number of applications
turned out to be much lower than expected. The reasons for the low in-
terest were only analysed after the law was adopted. The main reasons
identified were (1) lack of knowledge of the Latvian language; (2) un-
willingness to enter into obligatory military service; (3) the easier re-
quirements for obtaining a Russian visa for non-citizens; (4) the num-
ber of rights already granted; (5) political mistrust and disappointment
at not having been granted nationality automatically and (6) an identity
crisis after the collapse of the USSR. CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES 71 ties and most notably the European Union,9 Latvia amended its Citi-
zenship Law in 1998 (Tomasˇevski 2000: 340). The amendments were
confirmed in a referendum and became effective in November 1998.10
These amendments abolished the ‘window-system’ and provided na-
tionality for children born in Latvia after 21 August 1991 to stateless
persons or non-citizens. In accordance with art. 3 of the Citizenship
Law, the parents of the child were required to submit an application
for the acquisition of nationality before the child reached the age of fif-
teen.11 In addition to these amendments, the naturalisation procedure
was simplified, i.e. several groups of individuals were identified for ex-
emption from the naturalisation process or who did not have to pass
the naturalisation exams. Thus, for instance, applicants over the age of
65 were exempted from the history test.12 5
p
y
Western countries and international organisations provided consider-
able assistance to Latvia with the objective of overcoming the main bar-
riers which kept the numbers of applications for nationality low. Spe-
cial attention was paid to language training. About 50 different sets of
learning and informational material were published and 45 projects to
facilitate naturalisation were initiated, an information centre was estab-
lished and a number of campaigns were organised. Notwithstanding the amendments and campaigning, the numbers of
non-citizens are still quite high. By July 2008, there were about
365,164 non-citizens in Latvia (in 1995, the number was 735,000). However, in the period between the start of the naturalisation process
in 1995 and 30 April 2008, only 128,825 persons were granted Latvian
citizenship, including 13,639 minors (the rest were either repatriated
or acquired Russian nationality while remaining residents of Latvia). Various attempts to speed up the naturalisation of non-citizens have
had limited success. Within the last ten years the number of non-citi-
zens has not decreased very much.13 The reasons for the lack of inter-
est are changing however. For instance knowledge of the language and
military service are no longer mentioned in public opinion polls as im-
portant barriers to naturalisation. The Naturalisation Board expects that
naturalisation could be completed in five years but there will still be
about 130,000 persons who will choose to remain non-citizens for the
rest of their lives. However, this projection seems to be overly optimis-
tic, as the naturalisation process has almost come to a halt. 2.1.4
Recent developments of nationality policy There were many assessments on the compliance of Latvia’s laws with
applicable international standards in the area of nationality. These were
accompanied by numerous recommendations, in particular concerning
facilitation of access to nationality for Soviet-era settlers. In view of the
constant pressure of the UN Commission on Human Rights, the
Council of Europe, the OSCE High Commissioner on National Minori- 2.1.5
The status of non-citizens When Latvia regained its independence in 1991 it inherited large Rus-
sian-speaking communities who had arrived there from the ex-USSR. The Soviet central authorities had encouraged large-scale immigration
of the labour force, to meet the local demands of Soviet industrialisa- 72 KRISTI¯NE KRU¯ MA KRISTI¯NE KRU¯ MA tion and ethnic politics. Consequently, the collapse of the Soviet Union
affected mostly the Russian people and other Eastern Slav groups such
as Byelorussians and Ukrainians (Berg & van Meurs 2001: 139). The
historical minorities of Slav origin living in the Baltic states before the
Soviet invasion were treated differently. The collapse of the Soviet Union and the ensuing independence of
Latvia created problems for persons living in Latvia who suddenly rea-
lised that they were nationals of a state that no longer existed. Various
international organisations were criticising Latvia for having too many
inhabitants without nationality. This was due to the fact that former
USSR nationals were not automatically granted Latvian nationality, nor
did they apply for Russian nationality or the nationality of another
state. Western European countries and international organisations con-
sidered that a large number of persons without any factual nationality
could constitute a risk for internal stability and could provoke ethnic
conflicts. They could not be extradited as settlers from an occupying
state because this would be contrary to human rights law which prohi-
bits the expulsion of aliens en masse. Nor could these persons be classi-
fied as stateless because that would be against the principle on the re-
duction of statelessness. Under the circumstances, a special status of non-citizen was intro-
duced. Non-citizens are those who were USSR nationals but who, after
1991, did not qualify for Latvian nationality and did not acquire Rus-
sian or any other nationality. The Former USSR Citizens Act in art. 1
states: The persons governed by this Act – ‘non-citizens’ – shall be
those nationals of the former USSR, and their children, who are
resident in Latvia […] and who satisfy all of the following criter-
ia: 1. CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES 73 Special rights given to non-citizens of Latvia can be summarised as
follows. Non-citizens are given a special passport. The passport not
only grants them the special status of belonging to the state, thus giv-
ing them the constitutional right to return, but it has also been recog-
nised by the EU as valid for visa-free travel (Regulation 1932/2006/
EC). Moreover, Russia has decided to provide holders of the non-citizen
passport with visa-free travel to Russia (see sect. 2.3 below). In accor-
dance with art. 2 of the Former USSR Citizens Act, non-citizens of Lat-
via cannot be deported, which is not the case with third-country na-
tionals. When ratifying international conventions, Latvia as a rule sub-
mits a declaration requesting the equal treatment of citizens and non-
citizens. For instance, upon ratification of the European Convention on
Extradition and its Protocols in 1997, Latvia stated that it shall apply to
both citizens and non-citizens. Non-citizens enjoy human rights
granted to nationals and this has been submitted by Latvia and ac-
cepted by a number of international treaty monitoring bodies. More-
over, in accordance with art. 2 of the Law on Diplomatic and Consular
Service, they enjoy diplomatic protection of Latvia. Latvia does not allow non-citizens the right to be elected at national
and municipal levels or to hold public office. Moreover, non-citizens in
Latvia are restricted from practising certain professions like those of:
judge, court bailiff, notary, prosecutor, policeman, state security officer,
land surveyor, fireman, national guard, captain of a crew, private detec-
tive, attorney, or employee in diplomatic and consular service. There
are also restrictions on possessing land and repatriation. Although, un-
like immigrants in the EU, non-citizens are not nationals of any other
state, they are treated as long-term resident third-country nationals in
the EU framework in accordance with the provisions of Directive
2003/109/EC.14 This approach has been criticised by experts15 and
raises questions about the extent that Latvia can live up to its interna-
tional human rights obligations, i.e. especially those that fall under the
International Covenant on Civil and Political Rights. Up to now there have been several attempts to classify non-citizens
under a heading recognised by international law.16 Since Latvia’s acces-
sion to the European Union there has been little or no pressure from
international organisations regarding Latvia’s citizenship policy and the
issue of its non-citizens. 2.1.5
The status of non-citizens on 1 July 1992 they were registered as being resident within
the territory of Latvia, regardless of the status of their resi-
dence; or their last registered place of residence by 1 July
1992 was in the Republic of Latvia; or a court has established
that before the abovementioned date they had been resident
within the territory of Latvia for not less than ten years; 2. they do not hold Latvian nationality; 3. they are not and have not been nationals of any other state. This provision recognises non-citizens as a special category whose legal
status in some areas provides them with more rights and guarantees
than, for example, proper permanent residents, however non-citizens
are not yet nationals of Latvia. CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES Moreover, Latvian courts have recently given
an authoritative interpretation of the status of non-citizens, the most
important of which is the ruling of the Constitutional Court.17 The Constitutional Court had to review the amendments made to
the Former USSR Citizens Act which provided for the revocation of
the status of non-citizen for persons who acquired the status of perma-
nent residence in another country after 1 June 2004. Before these
amendments were instituted, the status could only be renounced on KRISTI¯NE KRU¯ MA KRISTI¯NE KRU¯ MA 74 condition that a nationality had been acquired. The Court regarded the
amendments as unconstitutional. It started analysing the adoption of
the Former USSR Citizens Act in historical and political context and
concluded that the opinion that Latvia had a duty to grant nationality
automatically to those individuals and their descendants who have
never been Latvian nationals and arrived during occupation is un-
founded (para. 13). The Court acknowledged that the introduction of
the status of non-citizen was a complicated political compromise as a
result of which a category unknown in international law was created. The Court has noted that Latvia has consistently defended its position
that non-citizens cannot be qualified as stateless persons and this view
has been accepted by the international monitoring bodies (Ziemele &
Kruma 2003).18 In its judgment (para. 17) the Court defined the status
of non-citizen in the following way: The status of non-citizens is not and cannot be considered as a
mode of Latvian nationality. However, the rights given to non-ci-
tizens and the international obligations which Latvia has under-
taken in relation to these persons, signify that the legal link of
non-citizens to Latvia is recognised to a certain extent and based
on it mutual obligations and rights have emerged. This is de-
rived from art. 98 of the Constitution which inter alia states that
anyone who possesses a Latvian passport has a right to protec-
tion by the state and the right to freely return to Latvia. The court therefore confirmed that non-citizens have a special link to
Latvia which entails mutual rights and obligations. Those are, however,
different from the ones that nationals have. It can be argued that non-
citizens possess ‘functional Latvian nationality’, i.e. they have many of
the same rights as nationals except for political rights and the right to
hold certain positions but they cannot be defined as nationals. CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES p
y
Latvia has adopted a so called ‘carrot-stick’ policy towards non-citi-
zens, i.e. if they want to enjoy the rights of EU nationals, then they
have to become nationals of a Member State. The current problem lies
in the fact that the number of non-citizens is considerable and it is not
decreasing fast enough. 2.2.1
Acquisition of nationality General principles
According to the Citizenship Law of 1994 Latvian nationality is ac-
quired on the basis of the ius sanguinis principle. Moreover, Latvian p
p
According to the Citizenship Law of 1994 Latvian nationality is ac-
quired on the basis of the ius sanguinis principle. Moreover, Latvian CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES 75 nationality legislation maintains the continuity of Latvian nationality,
as identified in 1919. This is evident in the 1991 Resolution which re-
fers to the restoration of the rights of Latvian nationals and not to a re-
storation of the institution of ‘nationality’, which is presumed to exist. In addition to the ius sanguinis principle, there are groups of indivi-
duals who are granted nationality almost automatically.19 Firstly, cer-
tain ethnic groups: Latvians and Livs are nationals if they live perma-
nently in Latvia and hold no other nationality. However, if they immi-
grate from other countries they will be subject to a simplified
naturalisation procedure. Secondly, persons who completed education
in schools with Latvian as a language of instruction. Thirdly, women
who lost their nationality in accordance with the archaic rule on revoca-
tion of nationality upon marriage with a person of another nationality. Fourthly, children, whose parents are unknown, and orphans. Lastly, children born after 21 August 1991 to persons who are state-
less or non-citizens. In order to apply for nationality in the case of sta-
telessness a child should be: (1) a permanent resident; (2) stateless or a
non-citizen ‘for the entire time’ of its life prior to application; (3) fluent
in Latvian which is verified by a document from an educational estab-
lishment or by the Commission of the Naturalisation Board; (4) over
the age of fifteen. The applicant also should not have a criminal record
of more than five years of imprisonment. Until the child reaches the
age of fifteen, the application can be submitted by both parents jointly
or separately, or by the adoptive parents of a child, if they are stateless
or non-citizens and have resided in Latvia for at least five years. It shall
be noted that a certificate of language proficiency shall be submitted
only by those minors who have not been registered by their parents un-
til the age of fifteen. Moreover, after they have reached the age of eigh-
teen general naturalisation requirements apply. Art. 2.2.1
Acquisition of nationality 13 provides for the admission to nationality for special meritor-
ious service beneficial to Latvia. A decision must be made by parlia-
ment on each individual case. A person cannot acquire dual nationality
by the application of art. 13, and the restrictions of art. 11 are applicable
(see below). Dual nationality Dual nationality is, in principle, not permitted in Latvia. The 1994 Citi-
zenship Law does not, however, exclude this possibility if the person
has registered his or her Latvian nationality. This means that Latvia will
not create dual nationality, while acknowledging that other states may
do so. The Citizenship Law is indeed ambiguous in relation to dual nation-
ality. Art. 9 provides that a person who acquires Latvian nationality
cannot be a dual national. Para. 2 of the same article states that in the 76 KRISTI¯NE KRU¯ MA KRISTI¯NE KRU¯ MA case where a person is considered to be a national of another state, in
his or her relations with Latvia the person is only considered to be a ci-
tizen of Latvia. Art. 24 provides the possibility to revoke nationality by
court decision if a person has acquired the nationality of another state
without renunciation of his or her Latvian nationality. The possibility
to hold dual Latvian nationality and that of another state is set out in
the Transition Regulations of the Citizenship Law. They provided that
those Latvian nationals who, during the period from 17 June 1940 until
4 May 1990, left Latvia as refugees or were deported and their descen-
dants could register as Latvian nationals until 1 July 1995. This provi-
sion is gender neutral meaning that descendants of either parent could
register. However, it does not mention that they have to renounce their
current nationality. y
The Latvian Constitutional Court has ruled that dual nationality can
arise at birth and is prohibited only in cases of naturalisation. Moreover,
a child cannot be refused dual citizenship on the basis of formal require-
ments.20 However, the question as to whether children must renounce
their other citizenships when they come of age remains unclear. Naturalisation Individuals who have registered with the Residents’ Register are con-
sidered to reside lawfully in Latvia and are entitled to acquire national-
ity through naturalisation if they have received a permanent residence
permit. The naturalisation requirements are the following: (1) perma-
nent residence in Latvia for five years counting from 4 May 1990;21 (2)
knowledge of the Latvian language, the Constitution,22 the anthem and
the history of Latvia; (3) a loyalty oath to the Republic of Latvia; and (4)
legal source of income (art. 12). The Law provides for a special naturalisation procedure in cases
where applicants have been nationals of Lithuania, Estonia or Poland
before the USSR intervention and have lived in Latvia for at least five
years. These rules also include their descendants (art. 14).23 The special
procedure also applies to persons married to Latvian citizens for not
less than ten years, who have been residing in Latvia for at least five
years, even if the spouse has passed away (art. 14). A special procedure
provides that these applications are considered expediently. Upon application, a person shall declare that he or she does not hold
any other nationality and that none of the restrictions apply as speci-
fied in art. 11 of the Citizenship Law. Article 11 establishes restrictions for naturalisation, if a person: Article 11 establishes restrictions for naturalisation, if a person: –
has acted against the independence of Latvia and its powers, which
has been established by the courts; –
propagated totalitarian ideals or ethnic or racial hatred, which has
been established by the courts; CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES 77 –
served in the institutions of another state, including the armed
forces; –
served in the institutions of another state, including the armed
forces; –
served in the institutions of another state, including the armed
forces; –
served in the USSR army and was called-up from outside Latvia; –
has been employed by the KGB, the security or the intelligence or
similar service of another state; –
has been sentenced in Latvia or another state for a crime that is also
a crime in Latvia; –
has, after 13 January 1991, worked in any organisations against
Latvia.24 –
has, after 13 January 1991, worked in any organisations against
Latvia.24 This Article seems to follow a rather exclusionary approach. Naturalisation For in-
stance, if a person has been convicted for any crime (even if imprison-
ment was only for a year) he or she can never apply for Latvian nation-
ality. Also, the restrictions in relation to the affiliation with the KGB
could be challenged as to their legitimacy and proportionality since
there are nationals who have had the affiliation but who were nationals
or acquired nationality by registration. Children up to the age of sixteen acquire nationality together with
the naturalised parent without undergoing the naturalisation process
as established in art. 12. This is also the case if the parents have not
reached an agreement but the child permanently resides in Latvia or in
cases of adoption. Nationality is granted to a minor from fourteen to
eighteen years of age only with his or her written consent (art. 16). If a
minor’s nationality has changed and his or her consent has not been
obtained, he or she can, within a year of coming of age, renew Latvian
nationality irrespective of the period of residence in Latvia (art. 16,
para. 2). If the nationality of a child has changed as a result of the mar-
riage of (one of) its parents, the naturalisation procedure will not be
applicable if the child wishes to renew his or her Latvian nationality. y
In accordance with art. 4 of the Citizenship Law, all Latvian nationals
are equal irrespective of the way nationality has been acquired. This is
a constitutional principle confirmed by the Constitution in art. 91 stat-
ing that all are equal before the law and human rights shall be re-
spected without any discrimination. The Naturalisation Board, working under the auspices of the Minis-
try of Justice, is responsible for the examination of applications for nat-
uralisation. During the naturalisation procedure the Board co-operates
with other institutions with the aim of verifying the information sub-
mitted by the applicants. Its decisions are subject to appeal in court.25
During court proceedings the naturalisation process is suspended until
the decision of a final instance or until the case is dropped. The proce-
dure of naturalisation is set out in detail in a number of regulations of
the Cabinet of Ministers. Naturalisation The Regulations on the Procedure of Accep-
tance and Review of Naturalisation Applications include application 78 KRISTI¯NE KRU¯ MA KRISTI¯NE KRU¯ MA forms and specify the procedure for submission of applications and
the documents to be submitted.26 Naturalisation takes place in regional
units of the Naturalisation Board. In 2004, the procedure for submit-
ting documents was liberalised and the requirement that documents
must be submitted in the regional unit of the registered place of resi-
dence of the applicant was lifted. The naturalisation procedure is rela-
tively easy and takes no more than six months from the date of applica-
tion. The fee for naturalisation has also been lowered several times. Since 2003, it has been set at 20 Lats (approximately 30 euros) and at
3 Lats (4 euros) for certain groups of applicants.27 Persons may with-
draw their applications at any stage of the naturalisation procedure. pp
y
g
p
The requirements for the examinations are set out in the Regula-
tions on the Examination of Proficiency in the Latvian Language and
the Examination of Knowledge of the Basic Principles of the Constitu-
tion, the Text of the National Anthem and the History of Latvia for Per-
sons Who Wish to Acquire the Citizenship of Latvia through Naturali-
sation. The regulations provide that knowledge of the language, of the
Constitution, the anthem and history shall be tested by an examination
commission established by the Naturalisation Board.28 Persons exempt
from the tests are those who: (1) have acquired primary, secondary or
higher education in educational institutions with Latvian as the lan-
guage of instruction, (2) have disabilities. Persons over the age of 65
shall be subject to the Latvian language test only.29 According to sect. 4, the employees of the Naturalisation Board, the
members of the Standing Committee on the Implementation of the Ci-
tizenship Law of the Parliament as well as representatives from other
organisations and institutions shall be allowed to be present in the ex-
aminations as observers if they have received permission from the
head of the Naturalisation Board. The examination of language profi-
ciency takes place within two months from the day when all the neces-
sary documents have been submitted, and the examination of the other
topics two months after passing of the language exam (sect. 6). Naturalisation If the
applicant does not attend or fails the exam he or she can retake the
exam after three months in the case of the language exam and after
one month in the case of the so-called knowledge exam (sect. 9). The language proficiency exam has a written and an oral part (sect. 11). According to sect. 22, the examination commission shall assess the
applicant’s ability to read, write, listen and understand talks on topics
of everyday life. Applicants above the age of 65 only take the oral lan-
guage test (sect. 21). Language proficiency has often been mentioned as the main obstacle
to naturalisation. Therefore, in 1996, the State Programme for Latvian
Language Learning was initiated. In the framework of the programme
a number of language courses and information campaigns on naturali- CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES 79 sation were conducted by the Naturalisation Board with financial assis-
tance from various international organisations and Western countries. Overall figures for the success rate remain high; between 1996 and
May 2008 only 12 per cent of the applicants failed the exam. However,
over the past four years, the passing rate has shown a steady decline. In 2007, for instance, 21 per cent of the applicants failed the language
test. The applicant can choose whether to take the knowledge exam orally
or in writing (sect. 23). The success rate is similar to the language
exam. The overall failure rate is about 4 per cent. However, in 2007,
10 per cent of those who took the exam failed. The decreasing success rates can no longer be explained in terms of
numbers of applicants, which skyrocketed in 2004 (when Latvia ac-
ceded to the EU), but fell back to 1998 levels thereafter. 2.3
Current political debates The nationality issue still appears in public debates and is referred to
by both left-wing and right-wing parties, although in different contexts. Recent studies by Latvian scholars conclude that the so-called Compa-
triots Policy, which was established by the Russian Federation, seeks to
minimise non-citizen interest in naturalising and integrating into Lat-
vian society. The Compatriots Policy supports Russian-speakers resid-
ing abroad, which is a concept that has been successfully ‘sold’ to the
West. Other common designations used by the state authorities of the
Russian Federation include ‘Russian compatriots’ or ‘Russian dias-
poras’. Since 1992, Russia has continuously tried to introduce ‘issues
involving Russian Compatriots’ onto the agendas of all the major regio-
nal and international organisations (Muizˇnieks 2006: 121-122). The
Russian Compatriots Policy was first outlined by the so-called Karaga-
nov Doctrine, conceived by Sergey Karaganov, an adviser to the Presi-
dent of the Russian Federation, on 6 October 1992. The doctrine per-
ceives the territory of the former USSR as a region of special interest
and mandates for Russia.30 Recently it has been reconfirmed officially
by the Russian Foreign Policy Concept (adopted by the Russian Presi-
dent on 12 July 2008). The Concept distinguishes a separate foreign
policy dimension called the ‘humanitarian trend’ of Russian foreign
policy, which inter alia includes the protection of the interests of ethnic
Russians living abroad. The approach was even further sharpened after
the conflict in Georgia. Thus, the so-called Medvedev Doctrine refers to
protection of lives and dignity of Russian citizens, wherever they may
be.31 The Presidential Administration, the Russian Foreign Affairs Min-
istry and the Russian State Duma (the parliament) are the key institu-
tions that provide support for non-citizen organisations in Latvia (Ler-
his & Kudors 2008: 72). 7 )
Another factor that increases divisions within Latvian society is the
growing importance of the Russian media, which have become largely
self-sufficient and in terms of their size have (for some time now)
eclipsed the Latvian-language media. The most popular and influential
media for non-citizens in Latvia is television, which broadcasts pro-
grammes produced and transmitted in Russia. The main Russian TV
channels, censored by the Kremlin, are available in every cable TV
package. Print media and the internet, however, play a less significant
role in the Russian socialisation of non-citizens (Zepa 2005: 5). 2.2.2
Loss of nationality Latvian nationality is lost in cases of renunciation or revocation. Ac-
cording to art. 23, renunciation can take place if a person has been
guaranteed the nationality of another state except if he or she has un-
fulfilled obligations towards the state or has not fulfilled mandatory
military service. The clause on the fulfilment of obligations towards
the state is unclear, i.e. whether it involves fiscal or other obligations. Such a broad formulation may make it possible to arbitrarily deny the
right to change nationality (Ziemele 1998: 248). Moreover, since 2004
Latvia has a professional army and mandatory military service has been
abolished. Art. 24 provides for three cases when nationality can be revoked by a
decision of a regional court, namely, if a person (1) has acquired the na-
tionality of another state without renouncing Latvian nationality; (2)
continues to serve in foreign armed forces or similar institutions with-
out permission from the Cabinet of Ministers; or (3) has acquired na-
tionality by fraud. The provision applies equally to all nationals, except
for those who hold dual nationality and are thus exempted from the ap-
plication of art. 24 (Ziemele 1998: 247). Family members are also not
affected by such proceedings. These grounds comply with those identi-
fied in the Convention on the Reduction of Statelessness. If a person
continues to reside permanently in Latvia for five years then this revo-
cation does not affect future naturalisation (art. 25, para. 2). 80 KRISTI¯NE KRU¯ MA 2.3
Current political debates Due to
the popularity of Russian TV channels in Latvia, the local editions of
Russian-language newspapers and magazines have to follow general
information protocol from Russia. Announcements and proclamations
made by the Ministry of Foreign Affairs of the Russian Federation and
other Russian institutions are published via the official news agencies CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES 81 ‘ITAR-TASS’ and ‘Interfax’, and routinely reprinted in Latvia by the
Russian-language newspapers Chas and Vesti Segodnya. Four attempts
to produce bilingual newspapers have thus far failed because they were
unable to meet the needs of their various audiences. ‘ITAR-TASS’ and ‘Interfax’, and routinely reprinted in Latvia by the
Russian-language newspapers Chas and Vesti Segodnya. Four attempts
to produce bilingual newspapers have thus far failed because they were
unable to meet the needs of their various audiences. Russia has also decided to simplify the entry procedure for former
USSR citizens currently living in Latvia and Estonia who have not ob-
tained the citizenship of any country. The decree, signed by President
Dmitry Medvedev on 18 June 2008, grants these persons visa-free tra-
vel to Russia provided they have a valid travel document – a non-citizen
passport in the case of Latvia and an aliens passport in the case of Esto-
nia. Minors must present either a valid travel document or a birth certi-
ficate if they are listed in the passport of an accompanying guardian. The decree became effective upon signing and the government has
adopted all the necessary measures for its implementation.32 The Lat-
vian Ministry of Foreign Affairs has protested this decision as it may
bring the naturalisation of non-citizens to a halt.33 Latvian right-wing parties are discussing the need to amend the Citi-
zenship Law for two main reasons. Firstly, it has been acknowledged
that certain technical amendments are necessary. This holds true for
the so-called ‘forgotten children’, i.e. children whose parents have nat-
uralised but have forgotten to naturalise their children. Other proposals
concern state security considerations with regard to terrorists and those
working in the security services of other states. However, these propo-
sals have not been specific enough and the debate remains general. 2.3
Current political debates Secondly, the proponents of amendments identify a need to liberalise
Latvia’s dual citizenship policy.34 This debate was provoked by numer-
ous studies by Latvian researchers and claims made by Latvian citizens
who have made use of their free-movement rights after Latvia joined
the EU (Kru¯ma 2006; Strategic Analysis Commission 2006). The
strict policy regarding dual citizenship has been criticised by Latvian
citizens living abroad, especially those in other EU Member States. Ac-
cording to recent estimates, about 86,000 Latvian citizens have left
Latvia since 2004 and the numbers continue to steadily increase
(Indans & Kru¯ma 2007: 165). The depopulation problem is further
aggravated by the fact that Latvia has Europe’s lowest birth rate. The
Latvian government has responded to these demographic changes by
establishing a working group to draft proposals for a new regulation re-
garding dual citizenship. The debate initially concerned only children.35
However, the Minister of Integration has suggested that those who
were forced to leave or were deported during the occupation period
and those who acquired another citizenship while residing in another
state should also be granted the right to hold dual nationality.36 He
thus proposed extending the initial deadline envisaged in the Transi-
tional Regulations of the Citizenship Law, which required that the for- 82 KRISTI¯NE KRU¯ MA KRISTI¯NE KRU¯ MA mer group register by 1 July 1995. In the course of the debate, the pos-
sibility of holding dual citizenship was also suggested, mentioning in
particular those former Latvian citizens who hold the citizenship of an-
other EU Member State. Yet another discussion concerns a method to
establish whether a person has acquired another nationality without in-
forming Latvian authorities. One of the main problems is that verifica-
tion requires the cooperation of other states. The Office of Citizenship
and Migration Affairs estimates that currently 30,793 Latvian citizens
also hold another citizenship. This number includes persons who have
been granted dual citizenship according to the Citizenship Law, i.e. those who registered until 1 July 1995 irrespective of place of resi-
dence.37 Finally, further debates can be expected concerning two cases at the
European Court of Human Rights (ECHR). The recent ruling of the
Grand Chamber in the Andrejeva case established that Latvia has dis-
criminated against non-citizens concerning the calculation of their pen-
sions. 2.3
Current political debates The ECHR considered it disproportionate to disregard employ-
ment periods of non-citizens in Russian or Ukrainian enterprises
before 1991 in pension calculations. It dismissed the Latvian govern-
ment’s argument that such pension claims shall be subject to interna-
tional agreements on social security. The Latvian judge present at the
hearing disagreed with this ruling, arguing that the ECHR disregarded
the historical context of the case. So far, only the Russian media have
extensively reported on this case but further debates are to be ex-
pected.38 The second case concerns Jurijs Petropavlovskis, who is a
non-citizen and a member of the radical group Headquarters for the
Protection of Russian Schools, which organised various protests
against an education reform requiring more subjects to be taught in
Latvian. He has declared that he would run as a candidate in local gov-
ernment elections after being naturalised. According to various media
sources, he publicly advocated the use of violence, bloodshed and ter-
rorism and threatened to act on these after his naturalisation.39 The
Cabinet of Ministers refused his application for nationality based on
the argument that he is not loyal to the state. This was a precedent con-
firmed by the Administrative Court Senate, which stated that the Cabi-
net of Ministers has wide discretion in granting citizenship and that
the decision is predominantly political. CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES 83 2.4
Statistics 2.4.1
Status and ethnic composition of Latvian inhabitants 2.4.1
Status and ethnic composition of Latvian inhabitants The following tables on status and ethnic composition of Latvian inha-
bitants illustrates both Latvian national sentiments from the 1930s
when they were a considerable majority and the current situation
where Latvia is still hosting large numbers of non-citizens.40 g
g
As is evident from Table 2.1, the ethnic composition of Latvia’s resi-
dents changed considerably during the occupation. g
y
g
p
Table 2.2 shows that, notwithstanding various efforts to liberalise
naturalisation requirements, the numbers of non-citizens have not de-
creased significantly since the beginning of the 1990s. Table 2.3 illustrates that it was mainly residents of Russian or East-
ern Slav origin who became stateless or non-citizens after the restora-
tion of independence in 1990. The situation has not changed since
then and the naturalisation process is generally slow. Table 2.1
Changes in ethnic composition of Latvia’s population
1935
1995
2008
Latvians
75.5%
55.1%
59.0%
Non-Latvians
24.5%
44.8%
41.0%
Sources: Ziemele 2001: 236; Naturalisation Board, www.np.gov.lv Table 2.1
Changes in ethnic composition of Latvia’s population Sources: Ziemele 2001: 236; Naturalisation Board, www.np.gov.lv Table 2.2
Citizens and non-citizens of Latvia
1993
2008
Nationals
1,715,930 (71.8%)
1,858,718 (81.8%)
Non-citizens and foreign nationals
,673,398 (28.2%)
412,889 (18.2%)
Total
2,389,328
2,271,617
Sources: Ziemele 2005: 156, 365; Naturalisation Board, www.np.gov.lv; Register of Residents
of the Department of Citizenship and Migration, www.pmlp.gov.lv Sources: Ziemele 2005: 156, 365; Naturalisation Board, www.np.gov.lv; Register of Residents
of the Department of Citizenship and Migration, www.pmlp.gov.lv Table 2.3
Residents of Latvia on 1 July 2008 (by ethnic origin)41 2.4.2
Acquisition of nationality by children As a result there was an increase in the number
of applications (Brands-Kehre & Puce 2005: 24).41 Experts have sug-
gested replacing the current system with the automatic registration of
children born to parents who are stateless or non-citizens as nationals. 2.4.2
Acquisition of nationality by children 2.4.2 The discussions before the 1998 referendum on the possibility of
granting nationality to children of non-citizens and stateless persons
were heated and there were arguments that large numbers of children
would acquire nationality without being sufficiently integrated. Cur-
rently available statistics tell the opposite. Table 2.4
Children of non-citizens and stateless persons born after 21 August 1991 who were
granted Latvian nationality (31 May 2008)
Ethnic origin
Number
Latvians, Livs
2
Lithuanian
168
Estonian
33
Russian
5,386
Polish
293
Byelorussians
500
Ukrainian
549
Not indicated
235
Other
369
Recognised as citizens
7,394
Source: Naturalisation Board, www.np.gov.lv Table 2.4
Children of non-citizens and stateless persons born after 21 August 1991 who were
granted Latvian nationality (31 May 2008)
Ethnic origin
Number
Latvians, Livs
2
Lithuanian
168
Estonian
33
Russian
5,386
Polish
293
Byelorussians
500
Ukrainian
549
Not indicated
235
Other
369
Recognised as citizens
7,394
Source: Naturalisation Board, www.np.gov.lv e 2.4
Children of non-citizens and stateless persons born after 21 August 1991 who were
granted Latvian nationality (31 May 2008) Source: Naturalisation Board, www.np.gov.lv In total 7,394 children, of whom 5,386 are of Russian origin, have
benefited from the amendments to the Citizenship Law in 1998. This
figure is unsatisfactory considering that there are altogether about
20,000 children who have the right to acquire nationality according to
the provisions of the Citizenship Law. In 2004, the Minister for Inte-
gration, together with the Minister for Children and Family Affairs,
conducted an information campaign sending information to the par-
ents of these children. As a result there was an increase in the number
of applications (Brands-Kehre & Puce 2005: 24).41 Experts have sug-
gested replacing the current system with the automatic registration of
children born to parents who are stateless or non-citizens as nationals. In total 7,394 children, of whom 5,386 are of Russian origin, have
benefited from the amendments to the Citizenship Law in 1998. This
figure is unsatisfactory considering that there are altogether about
20,000 children who have the right to acquire nationality according to
the provisions of the Citizenship Law. In 2004, the Minister for Inte-
gration, together with the Minister for Children and Family Affairs,
conducted an information campaign sending information to the par-
ents of these children. Table 2.3
Residents of Latvia on 1 July 2008 (by ethnic origin)41 Table 2.3
Residents of Latvia on 1 July 2008 (by ethnic origin)
Citizens
Non-citizens
Foreigners or stateless
individuals
Total
%
Latvians
1,340,824
1,667
1,162
1,343,653
59.1
Russians
367,181
240,784
26,194
634,159
27.9
Byelorussians
31,207
49,085
2,734
83,036
3.7
Ukrainians
17,670
34,635
4,687
56,992
2.5
Poles
40,428
12,432
859
53,719
2.4
Lithuanians
18,388
9,943
2,272
30,603
1.4
Estonians
1,492
558
448
2,498
0.1
Other (including
undeclared or unkown)
41,528
16,060
9,369
66,957
2.9
Total
1,858,718
365,164
47,725
2,271,617
100.0
Source: Naturalisation Board, www.np.gov.lv. 84 KRISTI¯NE KRU¯ MA KRISTI¯NE KRU¯ MA KRISTI¯NE KRU¯ MA .4.2
Acquisition of nationality by children Naturalised persons per year As argued above, naturalisation rates remain low but with positive ten-
dencies. The respective statistics allow some general conclusions to be
drawn regarding the motivation of the potential applicants for national-
ity to start on the naturalisation process. CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES 85 Table 2.5
Numbers of naturalisations in Latvia per year
Year
Persons applying
for naturalisation
Naturalised
persons
1995
4,543
984
1996
2,627
3,016
1997
3,075
2,992
1998
5,608
4,439
1999
15,183
12,427
2000
10,692
14,900
2001
8,672
10,637
2002
8,370
9,844
2003
11,268
10,049
2004
21,297
16,064
2005
19,807
19,736
2006
10,581
16,439
2007
3,308
6,826
2008
2,601
3,004
Total
127,632
131,357
Source: Naturalisation Board, www.np.gov.lv Table 2.5
Numbers of naturalisations in Latvia per year Source: Naturalisation Board, www.np.gov.lv The biggest wave of naturalisation started after the window system was
abolished. In 1998, only 4,439 persons were naturalised; the number
rose to 12,427 persons in 1999. This increase might also be due to a
number of campaigns for naturalisation taking place at the time. The second wave of naturalisations started after it became clear that
Latvia would become a member of the European Union. From 2003 to
2004, the number of naturalisations rose from 10,049 to 16,064. In
2005, 19,736 persons were naturalised. However, since 2005, the num-
bers of applications have decreased. Moreover, a growing number of
applicants have failed the naturalisation exams (see Table 2.6). The
authors of the report ‘Democracy Audit’ (Brands-Kehre & Pu¯ce 2005)
believe that the decrease in applications is due to a lack of motivation
to naturalise on the part of non-citizens. Firstly, non-citizens consider
that they automatically deserve nationality. Secondly, there are certain
benefits in retaining the status of non-citizen, mainly less travel restric-
tions to the CIS countries. Thirdly, there is the fear of the naturalisa-
tion exams. The last reason is the fee which, although it has been low-
ered, is still relatively high for many people in Latvia. Ethnic origin of applicants for naturalisation
The ethnic origin of applicants for naturalisation is indicative of the
fact that Latvia is still dealing with its post-occupation legacies. The mi-
gration rates are insignificant and applicants for naturalisation are So-
viet-era settlers. Naturalised persons per year 86 86 KRISTI¯NE KRU¯ MA Table 2.6
Numbers of persons passing history and language exams for naturalisation
Exam
Year
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
Total
History
Pass
1,408
1,790
3,628
13,273
10,668
7,717
8,208
8,953
18,912
19,269
10,588
3,418
107,832
History
Fail
121
40
16
37
72
162
293
317
743
987
887
400
4,075
Language
Pass
1,488
1,740
3,598
12,938
10,503
7,392
7,880
8,533
17,735
17,198
8,531
2,527
100,063
Language
Fail
80
29
65
115
1,046
910
1,387
1,055
2,004
3,292
2,166
686
12,445
Source: Naturalisation Board, www.np.gov.lv Table 2.6
Numbers of persons passing history and language exams for naturalisation
Exam
Year
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
Total
History
Pass
1,408
1,790
3,628
13,273
10,668
7,717
8,208
8,953
18,912
19,269
10,588
3,418
107,832
History
Fail
121
40
16
37
72
162
293
317
743
987
887
400
4,075
Language
Pass
1,488
1,740
3,598
12,938
10,503
7,392
7,880
8,533
17,735
17,198
8,531
2,527
100,063
Language
Fail
80
29
65
115
1,046
910
1,387
1,055
2,004
3,292
2,166
686
12,445
Source: Naturalisation Board, www.np.gov.lv CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES 87 Table 2.7
Ethnic origin of applicants for naturalisation in Latvia (31 May 2008)
Ethnic origin
Total
Latvians, Livs
71
Lithuanians, Estonians
4,536
Russian
82,820
Polish
5,056
Byelorussian
12,542
Ukrainian
11,247
Not indicated
61
Other
5,154
Source: Naturalisation Board, www.np.gov.lv Table 2.7
Ethnic origin of applicants for naturalisation in Latvia (31 May 2008) During the Soviet-era, large numbers of ‘blue-collar socio-economic’
profile immigrants were sent to Latvia. At that time the Soviet central
government put emphasis on the promotion of economic industrialisa-
tion. Latvia has suffered under this policy because (1) Latvia hosted the
headquarters of the Soviet army for the Baltic region and (2) the Lat-
vian political elite was most sympathetic compared to other Baltic
states. Age of applicants for naturalisation Age of applicants for naturalisation g
f pp
f
Most applicants are found in the age groups of eighteen to 30 and 31-
40. These statistics exemplify that if the ‘window system’ had been
maintained the numbers would be different because the age groups
starting at 41 represent a considerable proportion of those who applied
for naturalisation. Table 2.8
Age of applicants for naturalisation in Latvia (31 May 2008)
Age of applicants
Number
%
15-17
10,625
8.7
18-30
38,428
31.6
31-40
24,082
19.8
41-50
25,006
20.6
51-60
15,136
12.4
61 and older
8,310
6.9
Source: Naturalisation Board, www.np.gov.lv Source: Naturalisation Board, www.np.gov.lv Nationality granted for special meritorious service for the benefit of Latvia
With regard to granting of nationality for special meritorious service
two periods can be distinguished. From 1995 to 1998 there were 199
cases of naturalisation due to special services, whereas the number has
dropped to only twelve since 1999. This decline is explained by changes in the Citizenship Law in 1998
when the so-called ‘window system’ was dropped. Therefore, those who 88 KRISTI¯NE KRU¯ MA want to become nationals can apply for naturalisation and they do not
have to rely on the special procedure for the extension of nationality by
parliament. This procedure most often is used for sportsmen. 2.5
Conclusions Latvian nationality policy is based on the concept of state continuity. The rights attached to nationality were therefore restored to those who
were nationals at the time of the occupation of Latvia in 1940 and their
descendants. This policy led to the situation that a large group of peo-
ple who settled in Latvia during occupation remained stateless. Due to
international pressure to comply with the international legal frame-
work, especially regarding the reduction of statelessness, Latvia intro-
duced the status of non-citizen. A so-called carrot-and-stick policy has
been adopted with regards to this group. Non-citizens are denied politi-
cal rights and the right to hold certain posts or to be employed in cer-
tain professions. In order to enjoy these rights they have to naturalise. Taking into account that nationality is a politically sensitive topic in
Latvia, it is doubtful that radical changes will occur in the near future. The difficult compromise made in 1998 is satisfactory for the ruling
centre-right parties. However, the question of the fate of non-citizens
in the framework of EU law remains unresolved. Chronological list of citizenship-related legislation in Latvia
Date
Document
Content
Source
1919
Law on Citizenship
(amended in 1927)
Defines the basic
principles of acquisition
and loss of nationality
during the interwar period
1922
Constitution of the
Republic of Latvia
(adopted 15 February 1922
with latest amendments
on 15 December 2005)
Is restored after
restoration of
independence
www.ttc.lv (in Latvian)
1940
Decree on the Order in
which the Citizens of the
Soviet Socialist Republics
Lithuania, Latvia and
Estonia are Granted USSR
Citizenship
Imposes Soviet nationality
on nationals of the three
Baltic states automatically
1990
Declaration on the
Renewal of Independence
of the Republic of Latvia (4
Restores the authority of
the 1922 Constitution and
suspends it immediately www.humanrights.lv
(in Latvian) 2004 Regulation No. 378 www.legislationline.org CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES 89 Date
Document
Content
Source
May 1990)
except for a few provisions
that could only be
suspended by a
referendum
1991
Resolution on the Renewal
of the Republic of Latvia’s
Citizens’ Rights and
Fundamental Principles of
Naturalisation
Aims at reconstituting the
body of nationals who
could elect a legitimate
parliament; based on the
1919 Law
1994
Law on Citizenship
Provides a ‘window
system’ limiting the right
to naturalise on the basis
of age
www.coe.int;
www.ttc.lv (in Latvian)
1995
Amendments of
Citizenship Law
Provides for the right to
citizenship for Latvians
and Livs who have
registered domicile in
Latvia, persons who have
acquired education in
Latvian as well as women
who lost their citizenship
by marriage in accordance
with the 1919 Law
1995
Law on the Status of
Former USSR Citizens
Who Are Not Citizens of
Latvia or Any Other State
(amended in 1997, 1998,
and 2000)
Introduces the status of
non-citizen
www.humanrights.lv
(in Latvian)
1997
Amendments of
Citizenship Law
Makes technical
amendments
1998
Amendments of
Citizenship Law
Repeals ‘window system’;
liberalises access to
Latvian nationality for
children of non-citizens
and the stateless
1999
Regulation No. 32 on the
Procedure for the
Acceptance and Review of
the Application on the
Recognition of a Child as a
Citizen of Latvia
Specifies the procedure
and documents to be
submitted to the
Naturalisation Board with
an application for the
recognition of a child as a
citizen
www.legislationline.org
1999
Regulation No. 33 on the
Examination of Proficiency
in the Latvian Language
and the Examination of
Knowledge of the Basic
Principles of the
Constitution, the Text of
the National Anthem and
Provides for the procedure
to be followed during
examinations; identifies
the persons to be
exempted from tests;
specifies the competences
and obligations of the
examination commissions
www.np.gov.lv (in Latvian) 90 KRISTI¯NE KRU¯ MA Date
Document
Content
Source
the History of Latvia for
Persons Who Wish to
Acquire the Citizenship of
Latvia through
Naturalisation (with
amendments 2000, 2001,
2003, 2004, 2006)
1999
Regulation No. 34 on the
Procedure for the
Acceptance and Review of
Naturalisation
Applications (with
amendments 2000, 2001,
2003, 2004, 2005, 2006)
Establishes the procedure
and documents to be
submitted for
naturalisation;
amendments bring the
Regulation in line with
other laws adopted in the
meantime, such as the
Immigration Law, the Law
on the Declaration of
Residence, the Law on
Personal Identity
Documents, the
Administrative Procedure
Law, etc. www.legislationline.org CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES www.legislationline.org
1999
Law on the Status of
Stateless Persons in the
Republic of Latvia
Does not apply to those
who hold non-citizen
status
www.ttc.lv (in Latvian)
2000 Regulation No. 410 on the
State Duty Payable for
Documenting
Renunciation of the
Citizenship of Latvia and
Restoration of the
Citizenship of Latvia
Introduces a fee of 15 Lats
for renunciation or
restoration of nationality
www.legislationline.org
2001
Regulation No. 234 on the
State Duty Payable for
Submission of a
Naturalisation Application
(with amendments 2002,
2003)
Provides for three different
categories of applicants
and the amount of state
duty each of these groups
has to pay (20 Lats, 3 Lats,
exempt from paying)
www.legislationline.org
2001
Regulation No. 13 on the
Procedure for
Documenting Loss and
Restoration of the
Citizenship of Latvia (with
amendments 2004)
Sets guidelines for the
procedure on loss and
restoration of citizenship;
specifies the documents to
be submitted by the
applicant and the
respective decisions to be
taken by the Naturalisation
Board; amendment brings
the Regulation in line with
www.legislationline.org Date
Document
Content
Source
the History of Latvia for
Persons Who Wish to
Acquire the Citizenship of
Latvia through
Naturalisation (with
amendments 2000, 2001,
2003, 2004, 2006)
1999
Regulation No. 34 on the
Procedure for the
Acceptance and Review of
Naturalisation
Applications (with
amendments 2000, 2001,
2003, 2004, 2005, 2006)
Establishes the procedure
and documents to be
submitted for
naturalisation;
amendments bring the
Regulation in line with
other laws adopted in the
meantime, such as the
Immigration Law, the Law
on the Declaration of
Residence, the Law on
Personal Identity
Documents, the
Administrative Procedure
Law, etc. www.legislationline.org
1999
Law on the Status of
Stateless Persons in the
Republic of Latvia
Does not apply to those
who hold non-citizen
status
www.ttc.lv (in Latvian)
2000 Regulation No. 410 on the
State Duty Payable for
Documenting
Renunciation of the
Citizenship of Latvia and
Restoration of the
Introduces a fee of 15 Lats
for renunciation or
restoration of nationality
www.legislationline.org Date
Document Content 1999
Law on the Status of
Stateless Persons in the
Republic of Latvia
2000 Regulation No. 410 on the
State Duty Payable for
Documenting
Renunciation of the
Citizenship of Latvia and
Restoration of the
Citizenship of Latvia
2001
Regulation No. 234 on the
State Duty Payable for
Submission of a
Naturalisation Application
(with amendments 2002,
2003)
2001
Regulation No. CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES 91 Date
Document
Content
Source
Regarding Passports for
Latvian Citizens and Aliens
as well as Travel
Documents for Stateless
Persons
procedures for passports
and the contents of each
document
2004 Regulation No. 1011 on the
Procedure to Determine
the Status of Latvian Non-
citizens
Provides for the procedure
to be followed by
applicants and the Office
of Citizenship and
Migration Affairs regarding
decisions as to whether a
person satisfies all the
conditions to qualify for
the status
www.pmlp.gov.lv
(in Latvian)
2007
Regulation No. 353 on the
Examination of Proficiency
in the Latvian Language
and the Examination of
Knowledge of the Basic
Principles of the
Constitution, the Text of
the National Anthem and
the History of Latvia
provided in the Citizenship
Law
Replaces Regulation No. 33; consolidates the
amendments CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES 13 on the
Procedure for
Documenting Loss and
Restoration of the
Citizenship of Latvia (with
amendments 2004) on the
or
cation
002,
Provides for three different
categories of applicants
and the amount of state
duty each of these groups
has to pay (20 Lats, 3 Lats,
exempt from paying)
www.legislationline.org
the
nd
(with
Sets guidelines for the
procedure on loss and
restoration of citizenship;
specifies the documents to
be submitted by the
applicant and the
respective decisions to be
taken by the Naturalisation
Board; amendment brings
the Regulation in line with
the new Law on
Administrative Procedure
www.legislationline.org
Sets out the application
www.ttc.lv (in Latvian) Notes 12
Apart from that, the requirements of exams and the fee for naturalisation have been
lowered a number of times. 12
Apart from that, the requirements of exams and the fee for naturalisation have been
lowered a number of times. 13
See the section on statistics at the end of this chapter. 13
See the section on statistics at the end of this chapter. 14
The EU accession negotiations avoided the issues related to the status and rights of
non-citizens. The Commission of the European Union, when interpreting the scope
of the application of the so called Third-country Nationals’ Directive (Council
Directive 2003/109/EC of 25 November 2003 Concerning the Status of Third-
country Nationals who are Long-term Residents, Official Journal, L 016, 23 January
2004, pp. 0044-0053) stated that ‘the expression ‘‘third-country national’’’ covers all
persons who are not citizens of the Union in the sense of Article 17 paragraph 1 of
the EC Treaty, that is to say those who do not have the nationality of an EU Member
State. This indicates that those with undetermined citizenship fall within the scope
of the directive. Letter from the Directorate-General of Justice and Home Affairs, Eur-
opean Commission to the Permanent Delegation of Latvia in the EU institutions, 23
June 2003. This places non-citizens at a disadvantage compared to the status they
have enjoyed so far. 14
The EU accession negotiations avoided the issues related to the status and rights of
non-citizens. The Commission of the European Union, when interpreting the scope
of the application of the so called Third-country Nationals’ Directive (Council
Directive 2003/109/EC of 25 November 2003 Concerning the Status of Third-
country Nationals who are Long-term Residents, Official Journal, L 016, 23 January
2004, pp. 0044-0053) stated that ‘the expression ‘‘third-country national’’’ covers all
persons who are not citizens of the Union in the sense of Article 17 paragraph 1 of
the EC Treaty, that is to say those who do not have the nationality of an EU Member
State. This indicates that those with undetermined citizenship fall within the scope
of the directive. Letter from the Directorate-General of Justice and Home Affairs, Eur-
opean Commission to the Permanent Delegation of Latvia in the EU institutions, 23
June 2003. This places non-citizens at a disadvantage compared to the status they
have enjoyed so far. 18
See Consideration of Reports Submitted by States Parties under Article 9 of the
Convention. Concluding observations of the Committee on the Elimination of Racial
Discrimination, 55th Session 2-27 August 1999, CERD/C/304/Add.79 12 April 2001,
paras 12-14, and 63rd Session, 4-22 August, CERD/C/63/CO/7 10 December 2003,
paras 12-13. Consideration of Reports Submitted by States Parties under Article 40 of Notes 1
I would like to thank Prof. Ineta Ziemele for her comments on the draft of this
article. The usual disclaimer applies. 1
I would like to thank Prof. Ineta Ziemele for her comments on the draft of this
article. The usual disclaimer applies. 2
UN Doc. A/RES/55/153 (Nationality of Natural Persons in relation to the Succession
of States), 30 January 2001. 3
For a detailed treatment of this principle, see Ziemele 2005. 4
Latvia, like the other Baltic states, was guided by the principle ex iniuria ius non ori-
tur, which has been seen as a rather inflexible approach. 5
In 1995, grounds (2), (3) and (8) were included. 6
Livs are a historic indigenous group of Finno-Ugric descent living near the Baltic sea. 7
See the part on naturalisation in section 2 in this chapter. 8
For instance a person who was 45 years of age and born in Latvia could apply for
naturalisation in 2000, while a person who was twenty could apply in 1996. 9
The European Union ‘expressed grave concern at certain aspects of the […] law on
citizenship adopted in Latvia’ (European Commission, General Report on the Activities
of the European Union 1994 Brussels/Luxembourg 1995, para. 759). See also the Opi-
nion No. 183 (1995) on Latvia’s application for membership in the Council of Europe;
stars.coe.fr. Latvia was also cited three times under the UN 1503 procedure concern-
ing gross and persistent violations of Human Rights (in 1995, 1997 and 2000). 92 KRISTI¯NE KRU¯ MA KRISTI¯NE KRU¯ MA 10 The amendments were adopted on 22 June 1998. The referendum was held on 3
October 1998 and about 53 per cent of the electorate voted for the adoption of the
amendments. 10 The amendments were adopted on 22 June 1998. The referendum was held on 3
October 1998 and about 53 per cent of the electorate voted for the adoption of the
amendments. 11
Only in exceptional cases can such an application be submitted by a single parent,
i.e. by a mother if there is no entry regarding the father in the birth record or by the
remaining parent if one parent is deceased. 11
Only in exceptional cases can such an application be submitted by a single parent,
i.e. by a mother if there is no entry regarding the father in the birth record or by the
remaining parent if one parent is deceased. CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES Concerning the legality of similar limitations for running for
public office, see the case of Zˇ danoka v. Latvia, application No. 58278/00, Judgment
of Grand Chamber of ECHR, 16 March, 2006, especially paras. 119 and 120. 25
The Naturalisation Board is considered as one of the best performing institutions in
Latvia. In relation to court cases the statistics show that out of 338 court cases the
Naturalisation Board has lost only five. 25
The Naturalisation Board is considered as one of the best performing institutions in
Latvia. In relation to court cases the statistics show that out of 338 court cases the
Naturalisation Board has lost only five. 26 A special procedure is provided by the Regulations on the Procedure for the
Acceptance and the Review of the Application on the Recognition of a Child to be a
Citizen of Latvia. The documents submitted are subject to verification by the Office
of Citizenship and Migration Affairs and the Ministry of the Interior if a child has
reached the age of fourteen (minimum age for criminal liability). Any other state and
self government institution can be approached by the Board (sect. 19). 27 Regulations on
the
State
Duty
Payable
for
Submission
of
a
Naturalisation
Application, Regulations No. 234 (Record No. 26, para. 43), Riga, 5 June 2001. The
rate is lowered to 3 Lats for: (1) members of poor families or poor persons; (2)
unemployed; (3) members of families with more than three under age children; (4)
persons receiving old-age pension; (4) disabled persons with a certain degree of
disability; (5) pupils and students; (6) full-time students of tertiary education
establishments. Persons exempted are: (1) politically repressed; (2) severely disabled
persons; (3) orphans and children who are not under their parents’ charge; (4)
persons sheltered by social care institutions of the state or self-government. The fees
were changed in 1997, 2001 and 2002. 27 Regulations on
the
State
Duty
Payable
for
Submission
of
a
Naturalisation
Application, Regulations No. 234 (Record No. 26, para. 43), Riga, 5 June 2001. The
rate is lowered to 3 Lats for: (1) members of poor families or poor persons; (2)
unemployed; (3) members of families with more than three under age children; (4)
persons receiving old-age pension; (4) disabled persons with a certain degree of
disability; (5) pupils and students; (6) full-time students of tertiary education
establishments. CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES 24 of the Immigration Law, permanent residence can be
acquired after five years of residence in Latvia with a temporary residence permit. This means that a person shall reside five years in Latvia in order to obtain
permanent residence and a further five years with permanent residence to acquire
the right to apply for citizenship. Exceptional cases provide for a shorter residence
requirement as permanent residence permits can be issued in certain cases
immediately after arrival (for instance, family reunification, former citizens and non-
citizens and alike). 22 The Law states that a person shall know the basic principles of the Constitution of
the Republic of Latvia and the Constitutional Law Rights and Obligations of a
Citizen and a Person. However, this law became obsolete on 6 November 1998 when
the Constitution was supplemented with a chapter on human rights. 22 The Law states that a person shall know the basic principles of the Constitution of
the Republic of Latvia and the Constitutional Law Rights and Obligations of a
Citizen and a Person. However, this law became obsolete on 6 November 1998 when
the Constitution was supplemented with a chapter on human rights. g
23
In the cases of Estonia and Lithuania, they had to be citizens of the respective
countries on 17 June 1940, but in the Polish case on 1 September 1939. 23
In the cases of Estonia and Lithuania, they had to be citizens of the respective
countries on 17 June 1940, but in the Polish case on 1 September 1939. 24 These include the Communist Party of the Soviet Union, the Latvian Communist
Party, the Working People’s International Front of the Latvian SSR, the United
Council of Labour Collectives, the Organisation of War and Labour Veterans, the All-
Latvia Salvation of Society Committee or their regional Committees or the Union of
Communists of Latvia. Concerning the legality of similar limitations for running for
public office, see the case of Zˇ danoka v. Latvia, application No. 58278/00, Judgment
of Grand Chamber of ECHR, 16 March, 2006, especially paras. 119 and 120. 24 These include the Communist Party of the Soviet Union, the Latvian Communist
Party, the Working People’s International Front of the Latvian SSR, the United
Council of Labour Collectives, the Organisation of War and Labour Veterans, the All-
Latvia Salvation of Society Committee or their regional Committees or the Union of
Communists of Latvia. CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES 93 the Covenant, Human Rights Committee, 79th Session, CCPR/CO/79/LVA, 1 Decem-
ber 2003, paras 16-18. the Covenant, Human Rights Committee, 79th Session, CCPR/CO/79/LVA, 1 Decem
ber 2003, paras 16-18. the Covenant, Human Rights Committee, 79th Session, CCPR/CO/79/LVA, 1 Decem-
ber 2003, paras 16-18. 19 Almost automatic acquisition means that a person shall approach the regional office
of the Naturalisation Board and submit documents testifying that the person
permanently resides in Latvia as well as supporting documents confirming that the
person belongs to one of the groups of persons qualifying for almost automatic
citizenship (for instance, diploma of secondary education in Latvian). 19 Almost automatic acquisition means that a person shall approach the regional office
of the Naturalisation Board and submit documents testifying that the person
permanently resides in Latvia as well as supporting documents confirming that the
person belongs to one of the groups of persons qualifying for almost automatic
citizenship (for instance, diploma of secondary education in Latvian). 20 Decision of the Latvian Constitutional Court, Case No. 2007-07-01, 21 August 2007. 20 Decision of the Latvian Constitutional Court, Case No. 2007-07-01, 21 August 200 21
According to para. 4 of art. 24 of the Immigration Law, permanent residence can be
acquired after five years of residence in Latvia with a temporary residence permit. This means that a person shall reside five years in Latvia in order to obtain
permanent residence and a further five years with permanent residence to acquire
the right to apply for citizenship. Exceptional cases provide for a shorter residence
requirement as permanent residence permits can be issued in certain cases
immediately after arrival (for instance, family reunification, former citizens and non-
citizens and alike). 21
According to para. 4 of art. 24 of the Immigration Law, permanent residence can be
acquired after five years of residence in Latvia with a temporary residence permit. This means that a person shall reside five years in Latvia in order to obtain
permanent residence and a further five years with permanent residence to acquire
the right to apply for citizenship. Exceptional cases provide for a shorter residence
requirement as permanent residence permits can be issued in certain cases
immediately after arrival (for instance, family reunification, former citizens and non-
citizens and alike). 21
According to para. 4 of art. Notes 15
See the conclusions by an EU Network of Independent Experts on Fundamental
Rights, Synthesis report for 2003, p. 88. The experts regret that the situation of non-
citizens has not been resolved during the entry negotiations between Latvia and the
EU. 16 For instance, Kees Groenendijk suggested calling them ‘denizens’, a term describing
residents enjoying a status between alien and citizen (Groenendijk 1993: 15). 17
See Constitutional Court Case 2004-15-0106, Official Gazette No. 40, 9 March 2005. Most of the other rulings (approximately 200 during 2004-2008) were passed by the
administrative courts. The numbers of cases concerning access to status are limited. The most illustrative case is that of Gal¸ina Bakriseva, who, in the Court’s opinion,
may have the right to non-citizen status notwithstanding her service in the Russian
armed forces. Other cases concern children whose parents – either one or both – are
foreign citizens who have agreed to register their child as a non-citizen of Latvia (see,
for example, the Zaharov case, No. A42348705 AA 934-06/10, 28 April 2006). More-
over, even if parents have acquired non-citizen status as a result of fraudulent meth-
ods, this is not a valid enough reason to deprive their children of their non-citizen
status (Case No. A42051204 SKA-24/2008, 14 February 2008). Most cases deal with
the revocation of the non-citizen status. The majority of these concern non-citizens
who have acquired another citizenship but failed to inform Latvian authorities. How-
ever, the courts have been cautious when confirming the authorities’ revocation deci-
sions. Thus, the Supreme Court Senate declared the following in the Saakjan case:
The link of a non-citizen to the Republic of Latvia is closer than is that of a stateless
person or alien. Therefore, the revocation of the status of non-citizen means a signifi-
cant limitation of the rights of the respective person (Decision of 2004, No. SKA-89,
C27261801). 18 18
See Consideration of Reports Submitted by States Parties under Article 9 of the
Convention. Concluding observations of the Committee on the Elimination of Racial
Discrimination, 55th Session 2-27 August 1999, CERD/C/304/Add.79 12 April 2001,
paras 12-14, and 63rd Session, 4-22 August, CERD/C/63/CO/7 10 December 2003,
paras 12-13. Consideration of Reports Submitted by States Parties under Article 40 of CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES Other measures include: 1) promoting not the return of
‘Russian-speaking’ residents to Russia, but their stay in the former Soviet Republics,
since they can then be used to realise Russia’s long-term interests in the region; 2)
expanding Russian investments as a tool to increase political influence; 3) applying
economic sanctions and other means of pressure against ‘disobedient’ former USSR
Republics; 4) using human rights and ethnic minority rights with regard to Russian
minorities as a weapon against the former USSR Republics; 5) advocating a ‘zero
solution’ in the citizenship laws of the former Soviet Republics. i.e. an automatic
granting of citizenship in the respected states (for more detail, see Lerhis & Kudors
2008: 36-62). 30 The doctrine seeks to reintegrate this region by increasing Russia’s influence in the
former USSR Republics and does not rule out the use of force ‘within the limits of
the law’ if necessary. Other measures include: 1) promoting not the return of
‘Russian-speaking’ residents to Russia, but their stay in the former Soviet Republics,
since they can then be used to realise Russia’s long-term interests in the region; 2)
expanding Russian investments as a tool to increase political influence; 3) applying
economic sanctions and other means of pressure against ‘disobedient’ former USSR
Republics; 4) using human rights and ethnic minority rights with regard to Russian
minorities as a weapon against the former USSR Republics; 5) advocating a ‘zero
solution’ in the citizenship laws of the former Soviet Republics. i.e. an automatic
granting of citizenship in the respected states (for more detail, see Lerhis & Kudors
2008: 36-62). 31
The Foreign Policy Concept of the Russian Federation is available at www.kremlin.ru. See also ‘Russia’s new foreign policy strategy will continue to defend Russian nationals’
interests in the Baltics’, LETA [National News Agency], 17 July 2008; and the report
on the Russian Federation Foreign Policy
(ОБЗОР ВНЕШНЕЙ ПОЛИТИКИ
РОССИЙСКОЙ ФЕДЕРАЦИИ) at www.un.int. 32
‘Visa waiving for Latvia’s ‘‘non-citizens’’ jeopardizes Russia-EU talks’, Ria Novosti
[Russian national news agency], 18 June 2008. en.rian.ru. 32
‘Visa waiving for Latvia’s ‘‘non-citizens’’ jeopardizes Russia-EU talks’, Ria Novosti
[Russian national news agency], 18 June 2008. en.rian.ru. CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES Persons exempted are: (1) politically repressed; (2) severely disabled
persons; (3) orphans and children who are not under their parents’ charge; (4)
persons sheltered by social care institutions of the state or self-government. The fees
were changed in 1997, 2001 and 2002. 28 It was common practice that language proficiency had to be verified even after a
person had passed the exam in case he or she wanted to hold public office. This
practice was changed after the decision of the Human Rights Committee in the
Ignatane case (Communication No. 884/1999, 31 July 2001). Antonina Ignatane was 28 It was common practice that language proficiency had to be verified even after a
person had passed the exam in case he or she wanted to hold public office. This
practice was changed after the decision of the Human Rights Committee in the
Ignatane case (Communication No. 884/1999, 31 July 2001). Antonina Ignatane was 28 It was common practice that language proficiency had to be verified even after a
person had passed the exam in case he or she wanted to hold public office. This
practice was changed after the decision of the Human Rights Committee in the
Ignatane case (Communication No. 884/1999, 31 July 2001). Antonina Ignatane was 94 KRISTI¯NE KRU¯ MA KRISTI¯NE KRU¯ MA deleted from the list of candidates for local government elections after language
inspectors conducted an unexpected language examination at her place of work
concluding that her level of language proficiency did not correspond to the highest
degree necessary to be elected to local government. See also Podkolzina v. Latvia,
application No. 46726/99 at the ECHR, 9 July 2002. 29 These exceptions were introduced in 1998. 30 The doctrine seeks to reintegrate this region by increasing Russia’s influence in the
former USSR Republics and does not rule out the use of force ‘within the limits of
the law’ if necessary. CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES 95 ropavlovskis: Mu¯rniece I., ‘Intervija ar Juriju Petropavlovski: “Mums vajadzı¯gs starp-
tautisks skanda¯ls!” [Interview with J. Petropavlovskis: ‘We need International Scan-
dal’]’, Latvijas Avı¯ze [daily newspaper], 20 December 2004. Russian sources can be
found at: www.2004.novayagazeta.ru. 40 I. Rubule, ‘A¯rzeme¯s atbalsta dubultpilsonı¯bas ieviesˇanu’ [Outside Latvia there is
support for the introduction of dual citizenship], Portal of Latvians living abroad, 2
August 2008. www.latviesi.com. 41
The Table is based on data on ethnic origin as indicated by residents. At the
beginning of the 1990s, all residents were required to declare their ethnic origin
which was mentioned both in their passports and in the Register of Residents. Current practice is that those applying for naturalisation are required to declare their
ethnic origin on an application form that they submit to the Naturalisation Board. This requirement is optional as is the reference to ethnic origin in the passport. 41
The Table is based on data on ethnic origin as indicated by residents. At the
beginning of the 1990s, all residents were required to declare their ethnic origin
which was mentioned both in their passports and in the Register of Residents. Current practice is that those applying for naturalisation are required to declare their
ethnic origin on an application form that they submit to the Naturalisation Board. This requirement is optional as is the reference to ethnic origin in the passport. 42 The number of applications received during 2004 was equal to the numbers received
between 1998-2004. 42 The number of applications received during 2004 was equal to the numbers received
between 1998-2004. CHECKS AND BALANCES IN LATVIAN NATIONALITY POLICIES 33
‘A¯rlietu ministrijas pazin¸ojums par Krievijas Federa¯cijas le¯mumu atcelt vı¯zu rezˇı¯mu
dal¸ai Latvijas iedzı¯vota¯ju [Announcement of the Ministry of Foreign Affairs
concerning the decision of the Russian Federation to lift visa regime for a group of
Latvia’s inhabitants]’, press release, Latvian Ministry of Foreign Affairs, 18 June
2008. www.am.gov.lv. 34 Z. Stankevicˇa, ‘Latvija zaude¯ izcilus pilson¸us likuma burta de¯l¸ [Latvia loses
outstanding citizens because of the strict law]’, Neatkarı¯ga¯ Rı¯ta Avı¯ze [daily newspa-
per], 15 October 2007. 35
I. Matisane, ‘Dubultpilsonı¯bu be¯rniem vare¯tu ieviest jau sˇogad [Dual citizenship
for children could be introduced already this year]’, Official Gazette, 25 July 2007. www.lv.lv; G. Laganovskis, ‘Tieslietu ministrs: dubultpilsonı¯bai nepieciesˇams jauns li-
kums [Minister of Justice: dual citizenship requires new law]’, Official Gazette, 14
May 2008. www.lv.lv; G. Laganovskis, ‘Tieslietu ministrs piel¸auj dubultpilsonı¯bu
[Minister of Justice allows dual nationality]’, Official Gazette, 11 July 2008. www.lv.lv. [
y]
ff
y
36 A. Erin¸a, ‘Turpina gatavot prieksˇlikumus par pilsonı¯bas piesˇk¸irsˇanu a¯rvalstı¯s
dzimusˇo Latvijas pilson¸u be¯rniem [Drafting of proposals for granting citizenship to
children of Latvian citizens born abroad continues]’, LETA, 24 October 2007; A. Eri-
n¸a, ‘Pilsonı¯bas likuma¯ rosina paredze¯t dubultpilsonı¯bu a¯rzeme¯s dzı¯vojosˇo Latvijas pil-
son¸u be¯rniem [Suggestion to make provisions in the Citizenship Law for dual citizen-
ship of children of Latvian citizens living abroad], LETA, 24 April 2004. 37
This data is available at www.pmlp.gov.lv. 38 Application No. 55707/00, Grand Chamber Judgment 18 February 2009. 39 There are several publications concerning these allegations, such
as, ‘Sˇta¯ba
brı¯dina¯jumus par sadursme¯m uzskata par provoka¯ciju [Warnings from Stab about
clashes with police considered as provocation]’, Diena [daily newspaper], 14 August
2004. This publication refers to an earlier article where Petropavlovskis listed 160
combatants under his command (21 February 2004). See also the interview with Pet- Bibliography Berg, E. & W. van Meurs (2001), ‘Legacies of the Past, Ethnic and Territorial Conflict Po-
tentials’, in I. Kempe (ed.), Beyond EU Enlargement, vol. 1, The Agenda of Direct Neigh-
bourhood for Eastern Europe. Gu¨tersloh: Bertelsmann Foundation Publishers. Brands-Kehre, I. & I. Pu¯ce (2005), ‘Politiska¯ na¯cija un pilsonı¯ba’ [Political nation and
citizenship], in Demokra¯tijas audits, SPPI, SAK, LU Apga¯ds. Also available at
www.politika.lv. Groenendijk K. (1993), ‘Nationality, Minority and Statelessness: The Case of the Baltic
States’, Helsinki Monitor 4 (3): 13-25. Inda¯ns I. & K. Kru¯ma (2007), ‘Vienoti daudzveidı¯ba¯: imigra¯cija un integra¯cija [United in
Diversity: Immigration and Integration]’, in Save¯jie un Svesˇie. Sabiedrı¯bas Radikaliza¯ci-
jas Tendences Latvija¯, Eiropa¯ un Pasaule¯ [Belonging and Remaining Outside. Tenden-
cies of Radicalization of Society: Latvia, Europe and the World], Zina¯tniski pe¯tnieciskie
raksti 6 (16): 149-176. Kalvaitis, R. (1998), ‘Citizenship and national identity in the Baltic States’, Boston Univer-
sity International Law Journal 16: 231-271. Kru¯ma K. (2006), Dubulta¯ pieeja dubultpilsonı¯bai [Dual approach to dual citizenship]. Pub-
lic policy portal. www.politika.lv. Lerhis, A. & A. Kudors (2008), Outside influence on the ethnic integration process in Latvia. Riga: Centre for East European Political Studies. Muizˇnieks N. (2006), ‘Russian Foreign Policy Towards “Compatriots” in Latvia’, in
N. Muizˇnieks (ed.), Latvian-Russian Relations: Domestic and International Dimensions. Rı¯ga: LU Apga¯ds and Baltijas Socia¯lo zina¯tn¸u institu¯ts, Integra¯cijas prakse un per-
spektı¯vas, 119-130. www.politika.lv. Strategic Analysis Commission under auspices of the State President (2006), Latvija un
brı¯va darbaspe¯ka kustı¯ba: I¯rijas pieme¯rs [Latvia and the free movement of workers: The
Irish case]. www.president.lv. Thiele, C. (1999), ‘The Criterion of Citizenship for Minorities: The Example of Estonia’,
ECMI Working Paper 5. Tomasˇevski, K. (2000), Responding to Human Rights Violations. The Hague: Martinus
Nijhoff Publishers. Zepa, B. (2005), Ethnopolitical tension in Latvia: In search of a conflict solution. Riga: Baltic
Institute of Social Sciences. 96 KRISTI¯NE KRU¯ MA Ziemele, I. (1998), State Continuity and Nationality in the Baltic States: International and
Constitutional Law Issues. PhD Dissertation. Wolfson College Cambridge. Ziemele, I. (2001), ‘State Continuity, Human Rights and Nationality in the Baltic States’,
in T. Jundzis (ed.), The Baltic States at Historical Crossroads, 224-248. Riga: Academy
of Sciences of Latvia. Ziemele, I. (2005), State Continuity and Nationality: The Baltic States and Russia. Past, Pre-
sent and Future as Defined by International Law. Leiden, Boston: Martinus Nijhoff Pub-
lishers. Ziemele, I. & K. Bibliography Kru¯ma (2003), ‘Eiropas Savienı¯bas pilsonı¯ba un Latvijas nepilson¸i’ [Eur-
opean Union citizenship and Latvian non-citizens], Latvijas Ve¯stnesis, pielikums Jurista
Va¯rds 33. 3
Lithuanian nationality: Trump card to
independence and its current challenges1 Kristı¯ne Kru¯ma There are slight differences between the Latvian and Lithuanian ap-
proaches as far as the transition from the Soviet to democratic institu-
tions is concerned. Lithuania could be said to have used the Soviet le-
gal and institutional basis for the adoption of the decisions necessary
at the time more than Latvia did. However, it will be argued that these
differences do not challenge the underlying principle of ex iniuria ius
non oritur followed also by Latvia and Estonia. In comparison to other Baltic states, Lithuania escaped close interna-
tional scrutiny of its nationality policies (see Ja¨rve and Kru¯ma in this
volume). Therefore, nationality has, until recently, not created any ma-
jor international controversies. Only after Lithuania encountered hur-
dles related to the presidential discretion for granting nationality has
the issue attracted attention, especially on the national political agenda. Since then there have been heated debates on the need to change the
Lithuanian approach to dual citizenship. 3.1.1
General overview of nationality policy The same scenario of imposing Soviet nationality upon their nationals
was applied in all three Baltic states, including Lithuania. However, So-
viet Citizenship Law did allow the Soviet republics much authority re-
garding nationality matters (Kalvaitis 1998: 240). This was seized by
Lithuania in 1989 when it enacted its first Citizenship Law. Guided by the principle of ex iniuria ius non oritur, Lithuania, having
declared independence on 11 March 1990, first reinstated the 1938
Constitution and simultaneously suspended some of its articles as they
were incompatible with democratic principles or the institutions pro-
vided for no longer existed. Following the full suspension of the 1938
Constitution, the Provisional Basic Law was enacted, accounting for
present-day realities (Kalvaitis 1998: 243). The 1992 Constitution was
carefully drafted with reference to laws in force before 1940 and with
an emphasis on constitutional continuity (Ziemele 2005: 40). How-
ever, the enactment of the 1989 Citizenship Law before adoption of the 98 KRISTI¯NE KRU¯ MA KRISTI¯NE KRU¯ MA Constitution is the main difference to the approaches adopted in the
two other Baltic states because Lithuania was guided by the conflicting
principle ex factis ius oritur, at least to a certain extent. This means that
the new Constitution was adopted by an extended body of nationals in
comparison to the citizenship laws prior to 1940. Constitution is the main difference to the approaches adopted in the
two other Baltic states because Lithuania was guided by the conflicting
principle ex factis ius oritur, at least to a certain extent. This means that
the new Constitution was adopted by an extended body of nationals in
comparison to the citizenship laws prior to 1940. p
p
p
94
The development of Lithuanian nationality legislation can be divided
into three main phases. The first phase started with the Law adopted
in 1989 providing for liberal conditions upon which Lithuanian nation-
ality could be acquired. This phase ended with the Law of 1991 when
Lithuania had already restored its independence and stricter criteria for
the acquisition of nationality were introduced. This second phase is
problematic and confusing because there were various attempts to find
a balance between compliance with the principle of continuity of na-
tionality and the avoidance of double nationality. The third phase was
initiated by the new 2002 Law on Citizenship. 3.1.1
General overview of nationality policy It attempts to stream-
line provisions of the 1991 Law and its numerous amendments and to
liberalise the regulation of dual nationality. 3.1.2
The 1989 Citizenship Law The first Lithuanian nationality law was adopted on 3 November 1989. The Law identified four categories of persons who were or could be-
come nationals of Lithuania: –
Those who held Lithuanian citizenship prior to 15 July 1940 includ-
ing their children and grandchildren, as well as those who were per-
manent residents in the territory of the Lithuanian SSR on 15 July
1940 and their children and grandchildren provided that they are
or have been permanent residents of the Lithuanian SSR. p
–
Those who had a permanent place of residence in the Lithuanian
SSR if they were born in the territory of the Lithuanian SSR or can
prove that at least one of their parents or grandparents was born
there and if they are not citizens of another state. –
Other persons who at the time of the adoption of the Law were per-
manent residents for at least two years and had employment or
other legal source of support in Lithuania. Thus, the law allowed
those who arrived in Lithuania during the Soviet period to acquire
Lithuanian nationality (with some exceptions, such as Soviet army
officers). They had to declare their intention to become nationals
within two years following the entry into force of the law2, i.e. until
November 1991. Upon registration they had to swear an oath of al-
legiance to the Lithuanian Constitution and laws (Kalvaitis 1998:
244, 261). This principle applied irrespective of their nationality or
language abilities. LITHUANIAN NATIONALITY 99 –
Those who had acquired the Lithuanian nationality in accordance
with the law. –
Those who had acquired the Lithuanian nationality in accordance
with the law. –
Those who had acquired the Lithuanian nationality in accordance
with the law. –
Those who had acquired the Lithuanian nationality in accordance
with the law. According to the Constitutional Court of Lithuania in Case 7/94, the
Law differentiated between existing and potential holders of Lithuanian
nationality.3 Persons who were nationals prior to occupation, their des-
cendants and permanent residents on 15 June 1940 who continued to
reside in the country when the Law entered into force, were considered
nationals ipso facto. The same applied to persons born in the territory
of Lithuania and still residing there, and those whose parents were
born or resided in that territory. 3.1.2
The 1989 Citizenship Law These persons were considered as hav-
ing a permanent legal relationship with Lithuania; a principle which
was considered particularly important in Lithuania for its nationality
policies (Ziemele 1998: 223). Finally, those who were deported from
the territory of Lithuania or emigrated after the occupation, as well as
their children and grandchildren, also retain the right to Lithuanian ci-
tizenship. Soviet-era immigrants were only considered potential nationals as
they were guaranteed the right to freely decide on their nationality. After they accepted nationality they all had to take a pledge of loyalty to
Lithuania (Kalvaitis 1998: 261). In case 7/94, the Constitutional Court
emphasised that there were differences between this category of per-
sons and other nationals. The latter never had permanent legal rela-
tions with Lithuania and they were immigrants holding Soviet nation-
ality. After the restoration of an independent Lithuania, they became
foreigners if they did not use the option provided for by the 1989 Law. It has to be recalled that this choice was not obvious or easy at the
time. In 1989 or even 1990, it was still difficult to foresee the collapse
of the Soviet Union. Taking an oath of allegiance to Lithuania required
certain convictions. 90 per cent (87 per cent according to other
sources) of non-Lithuanian permanent residents registered as nationals
under these provisions. Only 1 per cent of the pre-independence electo-
rate chose not to become nationals of the Republic of Lithuania (Kalvai-
tis 1998: 261). The law did not provide for dual nationality. This was confirmed in
the Provisional Basic Law in art. 13 which stated that as a rule, a citizen
of Lithuania may not at the same time be a citizen of another state. The subsequent amendments on 16 April 1991 confirmed that Lithua-
nian nationality is lost upon the acquisition of the nationality of an-
other state. However, a number of exceptions existed at that time as
well. These concerned those who were nationals of Lithuania prior to
15 June 1940 and their descendants. 100 KRISTI¯NE KRU¯ MA The 1991 Citizenship Law 3.1.3 The second Citizenship Law in Lithuania was adopted on 10 December
1991.4 It established who are to be considered Lithuanian nationals. The new law ended the liberal period when any resident could apply
for nationality after two years of residence and introduced stricter re-
quirements. 3.1.2
The 1989 Citizenship Law The Constitutional Court stated: LITHUANIAN NATIONALITY 101 Such a decision meant that the consequences of occupation and
annexation with regard to citizens of Lithuania on whom citizen-
ship of the Soviet Union had been forced against their will, were
being undone. It goes without saying, that such a decision on
the part of the state could only be adopted regarding its citizens,
and the state could by no means resolve issues concerning the
citizenship of another state. According to art. 12 of the 1991 Lithuanian Constitution, with the ex-
ception of cases established by law, no person may be a citizen of the
Republic of Lithuania and another state at the same time. The Citizen-
ship Law deals with the issue of dual citizenship in a confusing way
which is closely connected with a certain conflict between the princi-
ples of continuity of nationality and the principle of effective link that
the Law tries to accommodate. Relevant provisions of the Law have
been amended several times to clarify who can and who cannot acquire
dual citizenship. Concerns were expressed by the Lithuanian nationals
who could not obtain Lithuanian passports because they had in the
meantime acquired another nationality. They were therefore denied the
possibility to restore their nationality because dual nationality was pro-
hibited. The Council of Europe characterised this situation as unsatis-
factory (Ziemele 1998: 220). Explanations were given by the Constitutional Court in Case 7/94
when it dealt with questions pertaining to the right of members of the
Soviet armed forces to acquire Lithuanian nationality. The Constitu-
tional Court was approached by a group of MPs who challenged the va-
lidity of the Resolution of the Parliament which provided that members
of the USSR army, who had terminated their service before 1 March
1992 and 4 November 1994, and had been issued a Citizen Certifica-
tion Card, could acquire citizenship. The Court declared the provisions
of the Resolution unconstitutional. It clarified that the 1989 Citizen-
ship Law ‘did not provide an option for a citizen of Lithuania to be at
the same time a citizen of another state’. This was supported by an-
other general principle of the 1989 Law, providing that Lithuanian na-
tionality is lost with the acquisition of another nationality (Ziemele
1998: 220). The Court noted that there is only one exception to this
general rule, i.e. 3.1.2
The 1989 Citizenship Law It was subsequently amended several times: 19 November
1992, 16 July 1993, 3 October 1995 and 6 February 1996. The follow-
ing comments on the 1991 Law take these amendments into account. g
99
The law identified groups of individuals eligible for Lithuanian na-
tionality. Initially those included: y
y
–
nationals of Lithuania prior to 15 June 1940 including their children
and grandchildren if they had not acquired nationality of another
state; –
permanent residents of Lithuania between 9 January 1919 and 15
June 1940 within the territory of the present Lithuania, their chil-
dren or grandchildren, if they continue to reside in Lithuania and
are not nationals of another country; –
persons of Lithuanian origin who left Lithuania prior to 16 Febru-
ary 1918, if they have not acquired nationality of another state;5 –
persons who acquired nationality in accordance with the Law on Ci-
tizenship effective prior to 1991; –
other persons who acquired nationality under the Law (naturalised). The Supreme Council in the Resolution on the Procedure for Imple-
menting the Republic of Lithuania Law on Citizenship of 10 December
1991, clarified in sect. 5 that persons serving in the armed forces, inter-
nal troops and state security structures, as well as other law enforce-
ment and repressive structures of the Soviet Union must not be con-
sidered as permanently residing or employed in Lithuania. This was in
line with the Supreme Council Resolution on 1939 Treaties between
Germany and the USSR and Elimination of their Consequences for
Lithuania (7 February 1990) and the Supreme Council Declaration on
the Status of Soviet Armed Forces in Lithuania (19 March 1990). They
stated that servicemen of the occupation army were not entitled to the
right to participate in elections organised in Lithuania, with the excep-
tion of those who under the 1989 Law on Citizenship could be recog-
nised as nationals of Lithuania. A descendant of a Lithuanian citizen,
as identified prior to 15 June 1940, who had served in the Soviet army,
was not excluded from Lithuanian nationality. The USSR nationality
was declared null and void with respect to these individuals as it was
for all other Lithuanian nationals. 3.1.2
The 1989 Citizenship Law those who were nationals of the Republic of Lithuania
prior to 15 June 1940 and their descendants. The latter explanation re-
lates to the application of the principle of continuity of nationality
while the prohibition of dual nationality is linked in principle to the
understanding of effective link by Lithuania as concerns its decisions
on nationality issues. According to this ruling of the Constitutional Court, the Law was
amended in 1995. Art. I provided that nationals of Lithuania prior to 15 102 KRISTI¯NE KRU¯ MA KRISTI¯NE KRU¯ MA June 1940 and their children are nationals of Lithuania if they have
not repatriated to their ethnic homeland (this new requirement was
not changed in response to the court decision. In fact, it was declared
unconstitutional by the court in 2006). The requirement that they are
not permitted to be nationals of another state was lifted. However, this
condition was still applicable to their grandchildren until the amend-
ments of 2 July 1997, which permitted these, too, to retain their other
nationality. This amendment also affected arts. 17 and 18 of the 1991 Law. Art. 17 stated that the right to nationality of Lithuania shall be retained for
an indefinite period for (1) those who were nationals prior to 15 June
1940 and their children provided that they have not repatriated i.e. de-
parted to their ethnical homeland and (2) persons of Lithuanian origin
residing in other states.6 According to the 1995 amendments a person
with one Lithuanian parent or grandparent and who is Lithuanian him
or herself shall be considered a person of Lithuanian origin. The same
amendments provided for differentiation between the above mentioned
categories (1) and (2). While the first group could retain another na-
tionality, the second had to renounce the nationality of another state
and return to Lithuania for permanent residence in order to be granted
Lithuanian nationality. Thus, the Law grouped persons according to
their ethnic origin and according to whether they had departed for
their ethnic homeland or another country. In both cases, those who
were entitled to citizenship but resided abroad were not considered
Lithuanian citizens ex lege. They had to express the corresponding in-
tention and meet the requirements established by law.7 Art. 18 stated that all persons mentioned in art. 17 should renounce
the nationality of another state. 3.1.2
The 1989 Citizenship Law Moreover, persons of Lithuanian origin
residing in other states shall become permanent residents as well as
take the oath to Lithuania in order to acquire nationality.8 Such a com-
plicated scheme reflects the problems caused by the prohibition of dual
nationality when the independence of a state, which was suppressed
for a considerable time, is restored. It was only when amendments
were made in 1993 that those who were deported or left Lithuania dur-
ing occupation and their children who had not acquired nationality of
another state by birth and lived in other states could recover Lithuanian
nationality by presenting a written notice to the authorities. Before
these amendments neither provisions of art. 17 or art. 18 provided pos-
sibilities to acquire dual nationality. Therefore, on the one hand, the Law identifies nationals with respect
to whom the prohibition of dual nationality does not apply, i.e. groups
of individuals whose right to nationality is retained for an indefinite
period without renouncing their present nationality. On the other
hand, there are groups of persons who have the right to nationality but LITHUANIAN NATIONALITY 103 the right can only be exercised when they renounce their present na-
tionality (Ziemele 2001: 235-236). Distinctions apply also to different categories of children, i.e. those
who are considered nationals by birth and those who have to acquire
nationality although they are born in Lithuania. A child born to parents
one of whom is a Lithuanian citizen shall be a citizen irrespective of his
or her place of birth if at least one parent has permanent residence in
Lithuania (art. 9). If, however, both parents reside outside Lithuania
they shall reach an agreement on the child’s nationality until he or she
is eighteen years of age. Foundlings shall be considered nationals while
children born to stateless persons who are permanent residents in
Lithuania shall acquire Lithuanian nationality (arts. 10 and 11). The arti-
cles do not specify whether these children have to be born in Lithuania,
which may imply that the Law means children who have arrived in the
country with their parents. Both articles draw a distinction between
children who shall be nationals by birth and those who have to acquire
nationality (Ziemele 1998: 237). In relation to spouses of Lithuanian nationals art. 14 provided a sim-
plified procedure for the acquisition of nationality, i.e. 3.1.2
The 1989 Citizenship Law three years of re-
sidence in Lithuania while married, the passing of exams on language
and the Constitution as well as the renunciation of their previous na-
tionality. The amendments of 1992 added another category of persons
subject to a simplified procedure. It stated that those who are married
to Lithuanian nationals who were deportees or political prisoners and
their children born in exile shall be granted Lithuanian nationality if
they are married for at least three years and have moved for permanent
residence to Lithuania together with their spouse. These persons would
only have to renounce their previous nationality and to pass an exami-
nation on the Constitution of Lithuania. Lithuania’s general approach to the regulation of nationality, espe-
cially in the early 1990s, can be considered as more liberal compared
to the other Baltic states. First, most of the Soviet-era settlers acquired
nationality on the basis of the 1989 Law while Latvia and Estonia re-es-
tablished the body of nationals on the basis of the legislation of the
pre-occupation period. Second, Lithuania did not introduce any quota
system while Latvia only abolished its quota system in 1998.9 Third,
Lithuania included residence during the Soviet period as valid for na-
tionality purposes. Latvia and Estonia took into account only the resi-
dence after restoration of independence. Therefore, Lithuania managed
to avoid criticism which continues to be addressed to Latvia and Esto-
nia. This has often been explained by the different proportion of non-
indigenous populations residing in Lithuania when independence was
restored. 104 KRISTI¯NE KRU¯ MA KRISTI¯NE KRU¯ MA The Lithuanian approach cannot be qualified as a ‘pure zero option’
because there were distinctions made between different groups of per-
sons. The principle of continuity of nationality remained the main point
of departure for deciding how to identify nationals. That is the reason
why some of the groups were not considered nationals ipso facto and
were subject to naturalisation according to the 1989 Law. However, the
procedure was very simple and a majority of the groups affected by this
clause, mainly former USSR nationals, naturalised. As a consequence,
the 1991 Law did not really have to address the issues concerning the
former USSR nationals, except when these did not use the 1989 Law
option (Ziemele 1998: 225). However, concerning nationals, a distinc-
tion was made between the execution of the right to nationality and
the restoration of nationality. 3.1.2
The 1989 Citizenship Law Restoration concerns situations where the
original nationality was not retained throughout the occupation or
when some actions are needed to re-instate it (Ziemele 1998: 224). 3.1.4
The 2002 Citizenship Law The third Law on Citizenship was adopted on 17 September 2002 and
entered into force on 1 January 2003. It repealed the 1991 Law and in-
corporated certain related laws (such as the Law on the Validity of Citi-
zenship Documents). The Law was subsequently amended in 2003
and 2004.10 One of the main issues which was publicly debated was
the question of Lithuanian e´migre´s holding dual nationality.11 Emi-
grants voiced their discontent with the fact that they were stripped of
their Lithuanian nationality when acquiring the nationality of another
state. The new Law accommodated their requests and in addition pro-
vided for possibilities to have their nationality status re-instated. How-
ever, some national minorities protested against the Law. They argued
that permitting dual nationality only to ethnic Lithuanians contravenes
the Constitution and international norms. The new Law on the Implementation of the Republic of Lithuania
Law on Citizenship was adopted in 2003 (amended in 2004). One of
the main provisions stated that those who applied for nationality under
the 1989 Law, but did not receive a document confirming their status
and were residing abroad, lost their nationality on 31 December 2003. This decision was made by the Minister of the Interior. The new Citizenship Law slightly amended art. 1 defining the cate-
gories of nationals. It now includes references not only to children and
grandchildren of persons who were nationals prior to 15 June 1940 or
permanent residents from 9 January 1919 to 15 June 1940 but also to
their great-grandchildren. Moreover, those who were nationals prior to
15 June 1940 and their descendants (including great-grandchildren) do
not have an obligation to renounce a nationality held from another LITHUANIAN NATIONALITY 105 state. Reference to 16 February 1918 has been lifted and, thus, any per-
son of Lithuanian descent is a Lithuanian citizen if he or she does not
have any other nationality. Hence, the Law expands the category of per-
sons who have an inherent right to nationality of Lithuania up to the
fourth generation, and introduces conditions for simplified restoration
of nationality for those who lost their Lithuanian nationality but have
an inherent right to it. The former art. 17 has been simplified and art. 18 has been deleted altogether. The conditions upon which a child is considered a citizen if only
one parent is a Lithuanian citizen have also been slightly changed. 3.1.4
The 2002 Citizenship Law 40/03 of 30 December 2003 regarding the granting of nationality by
way of exception.13 A Seimas resolution asked the Court’s ruling on the
possible violation of the constitutional principle of equality by the Pre- 106 KRISTI¯NE KRU¯ MA KRISTI¯NE KRU¯ MA sident when he granted nationality by exception to one of his advisors,
Jurij Borisov. These events were heatedly debated and subsequently led
to an impeachment procedure against the President. In summary, the
Constitutional Court ruled that in cases where the President grants na-
tionality by way of exception he or she shall verify the service which
was given to Lithuania as a state, establish whether the person has per-
manent factual links with Lithuania, whether the applicant is not sub-
ject to any exceptions mentioned in the Law as well as his or her possi-
bilities to recover nationality on his or her own initiative in accordance
with the Law. Moreover, the Court emphasised that the legislator can-
not deny the nature and meaning of the institution of citizenship and
the relevance of the Constitution, which allows dual nationality only in
individual cases provided for by the law. This means that cases of dual
citizenship must be extraordinarily rare and exceptional. Generally the Law streamlines the conditions for the acquisition and
retention of nationality of the previous Law which due to its numerous
amendments became too cumbersome. A number of provisions are ex-
cluded because they do not relate to the acquisition or retention of na-
tionality but rather dealt with the conditions for entry and residence in
the territory of Lithuania. The Law is clearer regarding the continuity
and restoration of nationality as well as dual nationality. Moreover, it
brings the conditions in line with the requirements of human rights
law (groups excluded from acquiring nationality, loss of nationality due
to invalid passport, etc.) and provides for stricter requirements in cer-
tain cases (spouses). Finally, the Law grants more authority to the Min-
ister of the Interior and clarifies a number of provisions in relation to
the naturalisation procedure. These latest provisions came into force
on 1 April 2006.14 3.2
Basic principles of the most important current modes of
acquisition and loss of nationality 3.2.1
General principles of the acquisition of nationality 3.1.4
The 2002 Citizenship Law Ac-
cording to the new art. 9, a child shall be a citizen if born in the terri-
tory of Lithuania and one of the parents is a national. In the case of a
child born outside Lithuania, his or her nationality is to be determined
by an agreement between the parents (of whom one must be a Lithua-
nian national) until he or she reaches eighteen years of age. This shall
be done irrespectively of their place of permanent residence. Art. 10
provides ius soli acquisition of nationality for children whose parents
are stateless persons permanently residing in Lithuania. The conditions for acquiring Lithuanian nationality were made stric-
ter for spouses (art. 14). Firstly, the 2002 Law provided that only those
spouses who had been married for at least five years and had been resi-
dent in Lithuania for that period were to be granted nationality. They
had to pass exams on language and the Constitution and were not al-
lowed to hold another nationality. Thus, stricter requirements were in-
troduced as previously only three years of residence were required. With the amendments effective from January 2005, the residence re-
quirement for spouses of Lithuanian nationals has been raised even
further to seven years.12 Secondly, persons married to Lithuanian na-
tionals who were deportees or political prisoners and their children
born in exile are no longer exempt from the Lithuanian language
exam. They also have to reside in Lithuania for five, not three years as
before. Thirdly, the Law has introduced conditions upon which a per-
son can acquire nationality in the case of his or her spouse being de-
ceased, if they were married for more than a year with residence in
Lithuania. In these cases a person could acquire Lithuanian nationality
after three years of residence provided that he or she passes the exams
on language and the Constitution and renounces his or her previous
nationality. However, after the amendments effective from January
2005 the residence requirement was raised to five years. It shall be noted that at least some amendments were introduced be-
cause of a ruling of the Constitutional Court of Lithuania in case No. LITHUANIAN NATIONALITY LITHUANIAN NATIONALITY 107 naturalisation; (4) international treaties; (5) reference to other grounds
provided in legislation. Reference to international treaties is unclear. It
can be argued that in cases where the Citizenship Law contravenes
Lithuania’s international obligations the norms of the treaties would
then be directly applicable. 3.2.1
General principles of the acquisition of nationality Art. 12 of the Constitution proclaims that ‘citizenship of the Republic
of Lithuania shall be acquired by birth or on other grounds established
by law’. However, the Citizenship Law does not mention the principle
of reducing statelessness as a possible guideline for the nationality pol-
icy of the state (Ziemele 1998: 248). There is no support for the argu-
ment that Lithuania has adopted the ius soli principle in addition to
the ius sanguinis principle as basis for the acquisition of nationality in
the Law. Art. 7 enumerates the grounds on which the nationality of Lithuania
can be acquired by: (1) birth; (2) exercising the right to nationality; (3) 3.2.2
Right to nationality The Lithuanian Citizenship Law identifies a number of groups who
are considered Lithuanian nationals by birth and by exercising the
right to nationality. The Law provides for the retaining of the right to
citizenship. It was designed to prevent persons residing in foreign
states who had held citizenship prior to the occupation from losing
their link to Lithuania, irrespective of their ethnic origin. Those who re-
tained the right to citizenship could become citizens in two ways – by
claiming the right to citizenship or by restoring their citizenship.15 Na-
tionals are, firstly, those individuals who were nationals by right, i.e. they were nationals before 15 June 1940 or are of Lithuanian descent. However, a distinction is made within this category of people between
nationals ipso facto who do not have to renounce the nationality of an-
other state and those who have to do so in order to become nationals
of Lithuania. In both cases their right is preserved indefinitely. Sec-
ondly, nationals are people who were born in the territory and have
subsequently resided there (Ziemele 2001: 237). They are given the
right to acquire nationality on the basis of application because their
links with Lithuania are not considered as obvious (Ziemele 2001:
237). Otherwise, they are regarded as foreigners, albeit with the right to
permanent residence. In comparison with the first group, their right to
opt for nationality is not preserved indefinitely (Ziemele 1998: 222). Thirdly, children born to Lithuanian parents and foundlings shall be
Lithuanian nationals while children born to stateless persons have the
right to acquire nationality. The provision is neutral regarding the gen-
der of the parents. Nationals residing outside Lithuania can submit their applications to
diplomatic and consular missions. The Minister of the Interior has the
authority to submit a recommendation to recognise a person as having
lost nationality, and to receive applications for retention of nationality
by persons who were nationals prior to 15 May 1940 and those of
Lithuanian descent. According to art. 29 if a person fails to obtain the
necessary documents attesting Lithuanian nationality held prior to 15
June 1940 or his or her Lithuanian descent, the Minister of the Inter-
ior or Minister of Foreign Affairs and institutions authorised by them
may apply to the Presidential Citizenship Commission for a verifica-
tion of facts. 3.2.2
Right to nationality The Commission presents its recommendatory findings 108 KRISTI¯NE KRU¯ MA to the Minister of the Interior or the institution authorised by him. Ac-
cording to art. 31, repeated applications shall be accepted no earlier
than one year after the adoption of the previous decision. 3.2.3
Naturalisation Art. 12 lays down several requirements to be met in order to acquire
Lithuanian nationality. y
The requirements are the following: y
The requirements are the following: –
passing the Lithuanian language exam (speaking and reading);16 –
ten years of permanent residence in Lithuania; –
permanent employment contract or a constant legal source of sup-
port; –
knowledge of the Constitution; –
lack of any other nationality; and –
agreement to take the oath to Lithuania. Amendments in 1995 lifted the requirements of the language exam
and the knowledge of the Constitution exam for persons over 65 years
of age, disabled persons of group I and II17 and the sick with grave
chronic mental diseases. These exceptions were upheld in the 2002
Law. In addition, this Law has lifted the requirement that refugees have
to be stateless or renounce their nationality prior to applying for
Lithuanian nationality. Art. 12 provides that interests of the state have to be taken into con-
sideration when nationality is granted. The application of this provision
is unclear and open to discretion. The terms ‘permanent residence in the territory of Lithuania’ and
‘constant legal source of support’ were clarified in sect. 3 of the Su-
preme Council Resolution on the Procedure for Implementing the Re-
public of Lithuania Law on Citizenship (adopted on 10 December
1991). A person shall be considered as permanently residing in Lithua-
nia if he or she has been registered in the register of permanent resi-
dents, has accommodation, and is employed in Lithuania under an em-
ployment contract or has another paid occupation in Lithuania and
pays taxes there. A person will also be considered as permanently resid-
ing if he or she is somebody’s dependent or is paid a pension legally
due to him or her in Lithuania. Residency is counted including the per-
iod 1940-1991 (Kalvaitis 1998: 264). Lithuanian practice as confirmed by the Constitutional Court in Case
7/94 has established that neither an occupying army nor repressive
structures of a foreign state which resided in Lithuania without con-
sent of Lithuania’s authorities could be considered as lawfully residing
for the purpose of the permanent residence requirement of the Citizen- LITHUANIAN NATIONALITY 109 ship Law (Ziemele 2001: 236). Likewise, service in such foreign forces
cannot be considered as legal employment. Moreover, this interpreta-
tion is valid also in the context of the 1989 Law. According to art. 3.2.3
Naturalisation 16, the President has the right to grant nationality
by exception. The requirements for this option are, first, significant
contribution to strengthening of Lithuanian statehood by the person in
question. Second, the person has to contribute to Lithuania’s power
and its authority in the international community. Third, the person
should be integrated into the Lithuanian society, i.e. he or she must
have permanent factual links with Lithuania. Fourth, according to the
ruling of the Constitutional Court in Case 40/03, art. 13 is applicable
in these cases. Art. 13 identifies the groups of persons precluded from acquiring na-
tionality. Those include persons who (1) have committed crimes against
humanity or acts of genocide; (2) have taken part in criminal activities
against Lithuania; (3) before coming to Lithuania have been tried for a
deliberate crime for which the criminal liability is imposed in Lithua-
nia or have been sentenced in Lithuania; (4) are chronic alcoholics or
drug addicts and (5) have especially dangerous infectious diseases. The exclusion of alcoholics, drug addicts and criminals applied until
the adoption of the 2002 Law. Criminals who were convicted before
the adoption of the Law were subject to an ex post facto penalty to their
punishment. The exclusion from naturalisation of alcoholics and drug
addicts was particularly pernicious because it discouraged them from
seeking needed treatment.18 Since 1 January 2005, groups (1) and (2) have been broadened and
now include not only those persons who committed aforementioned
crimes but also those who were preparing or attempting to commit
those crimes and acts. Moreover, the amendments added that those
who do not have the right to reside in Lithuania cannot be granted na-
tionality. Since then, art. 13 on conditions for withholding nationality has been
changed to bring it in line with human rights requirements. Firstly, it
no longer states that chronic alcoholics, drug addicts or those ill with
especially dangerous infectious diseases cannot become nationals. Sec-
ondly, the scope of persons who have had criminal charges against
them has been minimised. The Law no longer refers to persons who,
before coming to Lithuania, have been tried for a deliberate crime but
only to persons who, before coming to Lithuania, have had a custodial
sentence imposed on them for a premeditated crime. Also, in relation
to those convicted in Lithuania, reference is made to premeditated
crimes, not deliberate ones. 3.2.3
Naturalisation The procedures for resolving issues related to nationality are set out
in chapter V of the Law. The chapter includes detailed information as 110 KRISTI¯NE KRU¯ MA KRISTI¯NE KRU¯ MA to what documents shall be submitted in each case when a person ap-
plies for nationality. According to para. 10 of art. 28 all applications for
the acquisition, renunciation and restoration of nationality shall be
submitted to the President through the executive institution of the mu-
nicipality. Applications for nationality are reviewed by the Citizenship
Commission which is established by the President. It submits propo-
sals for a decision to the President. Decrees by the President should be
co-signed by the Minister of the Interior. According to the Constitu-
tional Court, the responsibility for these decrees lies with the ministers. The reason for this is that the President can be removed from office
only for grave violations of the Constitution. In the case of a denial, an
applicant is provided with a reasoned decision in writing. According to
art. 30, decrees by the President concerning the granting, retention, re-
storation or loss of nationality as well as declaring an act on the grant-
ing of nationality invalid are published in the Official Gazette. 3.2.4
Loss of nationality The grounds for loss of Lithuanian nationality are outlined in art. 18. It
provides that nationality is lost (1) upon renunciation; (2) upon acquisi-
tion of nationality of another state; (3) on grounds provided for by inter-
national agreements to which Lithuania is a party.19 Paragraph 2 of the
same article states that nationality should not be lost in cases when a
person acquires the citizenship of another state with which Lithuania
has concluded a contract on dual citizenship. A person may be recog-
nised as having lost nationality if he or she is in the military service of
another state or is employed in the public service of a non-EU Member
State without permission of the Lithuanian authorities. According to
the amendments in 2004 (effective of 1 April 2006), a Lithuanian citi-
zen working in another state under the permission of the Lithuanian
authorities would lose Lithuanian nationality if he or she were to injure
the interests of Lithuania. The formulation is wide and it is unclear
what is meant by damaging Lithuanian interests. Acquiring the nation-
ality of another state does not result in loss of nationality for two
groups of persons, i.e. those who were nationals prior to 15 June 1940
and their descendants as well as persons of Lithuanian descent.20 A
person may be recognised as having lost nationality if he or she is in
the military service of another state or is employed in the public service
of another state without permission of the Lithuanian authorities. Moreover, there are a number of grounds on which naturalisation
can be invalidated. Art. 21 provides that, firstly, naturalisation will be
deemed invalid if nationality has been acquired by fraud or if a person
has committed international crimes provided for by the international
treaties or customary law (aggression, genocide, crimes against human- LITHUANIAN NATIONALITY 111 ity, war crimes or crimes against Lithuania). Secondly, the act of natur-
alisation will be declared invalid if the court establishes that after 15
June 1940 a person has ‘organised or carried out deportation or exter-
mination of the residents, suppressed the resistance movement in
Lithuania’ (official translation). The same result would be reached if a
court establishes that a person took part in the actions against indepen-
dence and territorial integrity of Lithuania after 11 March 1990. 3.2.4
Loss of nationality g
y
99
The act of invalidation applies to naturalised nationals and Lithua-
nian descendants, if they have opted for Lithuanian nationality (Ziemele
1998: 221). A declaration of invalidity may be used as an additional pen-
alty in relation to other criminal charges, e.g. if a person has committed
crimes against humanity, acts of genocide or crimes against the Repub-
lic of Lithuania, prior to or after acquisition of nationality, as determined
by the court decree. Original nationals cannot be subjected to such an
additional penalty in similar circumstances (Ziemele 1998: 250). The ar-
ticle does not set any precise time limit within which charges brought
against a person for crimes against Lithuania could affect naturalisation. This again opens the possibility of arbitrary decisions which could result
in statelessness and would run contrary to the rule prohibiting arbitrary
deprivation of nationality (Ziemele 1998: 250). Art. 30 provides that invalidation of nationality is enacted by the Pre-
sident of Lithuania who issues a decree to that effect. The decree is not
subject to judicial scrutiny. As the Lithuanian Citizenship Law is both
complex and cumbersome on a number of issues the right to appeal
decisions would be more than desirable (Ziemele 1998: 222). According to art. 19, everyone has a right to renounce their national-
ity. However, the same article provides for exceptions. Thus application
for renunciation may not be considered if the person has been charged
with a criminal act or if a court judgement passed on the person has be-
come effective and enforceable. Setting the absence of criminal charges
as a condition for the renunciation of nationality may also raise human
rights considerations. The person may still be entitled to renounce na-
tionality, which would not affect procedures employed by the state as
long as the person remains within its jurisdiction (Ziemele 1998: 249). The Law on Citizenship places additional safeguards in order not
to allow cases of statelessness to arise. Art. 20 provides that a person
who has lost nationality as a result of renunciation or on grounds
provided in an international treaty may be reinstated with Lithuanian
nationality if he or she submits an application while having perma-
nently resided in Lithuania for at least ten years, has a legal source
of support and is stateless. 3.3
Current political debates The most recent proposals in the field of nationality policies aim to re-
solve issues concerning dual nationality. Over the years, the group en-
titled to dual citizenship has been considerably expanded. p
y
p
According to the Citizenship Law, the right to nationality is retained
by, and dual nationality allowed for, those who were nationals prior to
15 June 1940, their children, grandchildren and great-grandchildren
who have not repatriated, as well as persons of Lithuanian descent. Thus, several categories can be distinguished. Firstly, persons of Lithua-
nian origin are considered to be Lithuanian citizens and retain the right
to citizenship irrespective of where they reside abroad. Secondly, per-
sons of other ethnic origin are divided into two groups depending on
where they reside. If their place of residence is their ethnic homeland,
they are not considered citizens of Lithuania. For instance, if Poles
holding Lithuanian citizenship moved to Poland during the period of
Soviet annexation they no longer qualify for Lithuanian citizenship. According to art. 12, para. 2 of the Lithuanian Constitution, no one
may be a citizen of both the Republic of Lithuania and another state at
the same time except in individual cases provided for by law. This arti-
cle forms part of Chapter One of the Constitution, which, according to
art. 147, can only be altered by referendum, meaning that more than
half of the electorate must vote in favour of a change. However, recent
amendments to the Citizenship Laws have provided large groups of
persons with the right to dual nationality. In response to a petition pre-
sented by an Israeli citizen who also claimed to be a Lithuanian citizen
this reform was challenged in the Constitutional Court by a group of
parliamentarians and by the Vilnius Regional Administrative Court. p
y
g
The Court emphasised that art. 12 of the Constitution should be in-
terpreted narrowly, i.e. that cases of dual citizenship must be extraordi-
narily rare and exceptional, and that the Constitution does not permit
the widespread granting of dual citizenship. In cases involving the
granting of citizenship based on special merits, the Court has stressed
that candidates must prove permanent factual links to the state and
must be integrated into society before being granted citizenship. The
Court considers the provisions for dual citizenship in the Citizenship
Law to be highly controversial, inconsistent and confusing. 3.2.4
Loss of nationality Special conditions are provided for those
who were nationals or permanent residents before 15 June 1940 and
their descendants as well as persons of Lithuanian descent. If they
have lost nationality as a result of renunciation or on the basis of an 112 KRISTI¯NE KRU¯ MA KRISTI¯NE KRU¯ MA international treaty, Lithuanian nationality is restored automatically
on the basis of application. 3.3
Current political debates Some provi-
sions are barely compatible with each other while others are phrased
ambiguously. As a consequence, the Court declared those provisions of
the Citizenship Law that could lead to dual nationality as unconstitu- LITHUANIAN NATIONALITY 113 tional. While the Court noted that it is not against the Constitution to
grant a right to Lithuanian citizenship, the relevant articles providing
for the right to retain another nationality when acquiring or regaining
Lithuanian nationality were found to be in violation of art. 12 of the
Constitution. This conclusion is confusing because in its earlier ruling
in case 7/94, the Court accepted the practice of dual citizenship in rela-
tion to pre-1940 nationals and their descendants. Moreover, the Court
declared that categorising people according to their ethnic origins to es-
tablish whether their right to citizenship has been retained or not (in
the case of repatriation) violates art. 29 of the Constitution, which pro-
vides for equality before the law.21 q
y
During the spring and summer of 2007, several proposals for
amendments were tabled. For instance, it was suggested that dual citi-
zenship should be allowed for children born abroad if at least one par-
ent is a Lithuanian citizen. The draft amendments were criticised by ex-
perts as being too general and ambiguous and became bogged down in
various parliamentary committees. Meanwhile, the Lithuanian parlia-
mentary Social Liberals successfully collected the 40 signatures of
members of parliament necessary to initiate a referendum on the legali-
sation of dual citizenship.22 This referendum was planned to coincide
with parliamentary elections in the fall of 2008 but did not take
place.23 However, the amendments were reconsidered in 2008 and adopted
by the Human Rights Committee on 4 June and subsequently by par-
liament on 30 June 2008. The amendments concerned seven groups. Most notably among these amendments was the one that prevented
persons who had acquired citizenship of EU and NATO Member States
or of a country with which Lithuania has signed a mutual agreement
on dual citizenship from losing their Lithuanian citizenship.24 Seventy-
eight MPs voted in favour of the amendments, four against them and
nine abstained. Nevertheless, the Lithuanian legal scholar Dainius Zali-
mas has argued that these amendments violate the Constitution and
devalue the significance of Lithuanian citizenship. He has suggested
solving the problems that emigrants encounter by regulating the right
to citizenship rather than citizenship itself. 3.3
Current political debates He has also advocated for
the adoption of regulations similar to the Polish card system (see
Go´rny & Pudzianowska in this volume), which would allow for the pre-
servation of certain benefits for former Lithuanian citizens who have
acquired citizenship in another country.25 President Valdas Adamkus vetoed certain provisions in the amend-
ments, including the provisions on dual citizenship for those who hold
a passport of an EU or a NATO Member State. According to the Presi-
dent, the amendments broaden too widely the possibilities for granting
(retaining) dual citizenship and ‘create legal prerequisites for dual citi- 114 KRISTI¯NE KRU¯ MA zenship that allow a rare exemption to become a widespread phenom-
enon’. The parliament agreed with the President and amended the law
again on 15 July 2008. The vote was 66 parliamentarians approving
the President’s amendments, while ten voted against them and seven
abstained. The adopted amendments expanded the possibilities for
dual citizenship, e.g. for children who acquire Irish or Lithuanian citi-
zenship by birth. However, this is not the end of the story. With the
presidential veto, the current law became the provisional law, valid only
until 1 January 2010. Since neither the government nor interest groups
have come up with a new law, the president entrusted a group of law-
yers with the task of presenting solutions. The group concluded that it
is highly unlikely that a referendum on the amendment of art. 12 of
the Constitution would succeed (the law can only be changed if a ma-
jority of at least 50 per cent of all eligible voters agree). The group of
lawyers therefore drafted a new Law on Citizenship, presented to the
president on 9 February 2009. 3.4
Statistics Taking into account that nationality and statelessness issues were not
high on the political agenda due to the liberal approach adopted in the
1989 Law, no exact statistics were maintained. Lithuanian statistical in-
formation is therefore rather poor. Table 3.1 shows that the share of the titular ethnic group has been
rather high in Lithuania compared to Estonia and Latvia. Table 3.1
Ethnic composition in Lithuania
1979
1989
2001
2007
Lithuanians
80%
79.6%
83.5%
84.7%
Non-Lithuanians
20%
20.4%
16.5%
15.4%
Sources: Statistikos Departmentas, 1979, 1989, 2001: population censuses, 2007: estima-
tion carried out based on the data of the Residents’ Register central database, www.stat. gov.lt Data for the period from 1993 onwards are not available because no ex-
act statistics were maintained during that period. Data on naturalisa-
tion has only become available since 2002. The statistics show that the
number of persons acquiring Lithuanian citizenship was insignificant
between 2003 and 2007. Most of the new Lithuanian citizens were for-
mer Russian citizens or stateless persons. For instance, out of the 370
persons granted Lithuanian citizenship in 2007, 113 were former Rus-
sian citizens and 184 were former stateless persons. LITHUANIAN NATIONALITY 115 Table 3.2
Number of naturalised persons, 2003-2007
Year
2003
2004
2005
2006
2007
Number
389
610
435
467
370
Source: Migration Department 2008: 56 Table 3.2
Number of naturalised persons, 2003-2007 A relatively large number of persons lost nationality between 2003 and
2007. Moreover, the number increased over the years, especially due to
acquisition of nationality of another state (see Table 3.3). 3.4
Statistics Table 3.3
Number of persons who have lost Lithuanian citizenship, by reasons
Grounds for loss of citizenship
Number of persons
2003
2004
2005
2006
2007
Withdrawal of Lithuanian citizenship
235
315
207
216
280
Acquiring citizenship of another state
372
386
265
485
610
The person lawfully decided on Lithuanian citi-
zenship by 4 November 1991 in accordance
with the Law on Citizenship of 3 November
1989, resides in a foreign state and has not,
before 31 December 2003, approached institu-
tions authorised by the Minister of the Interior
or Lithuanian consular offices in foreign coun-
tries for issue of a document evidencing
Lithuanian citizenship
-
96
283
197
123
Severance of actual ties with Lithuania
1
1
-
-
-
Children under fourteen, if both parents lose
citizenship
-
-
-
-
2
Total
608
798
755
898
1,015
Source: Migration Department 2008: 58 Table 3.3
Number of persons who have lost Lithuanian citizenship, by reasons The retention of the right to citizenship did not play a significant role
between 2003 and 2007. However, the numbers increased in 2007. Most applicants are Russian and Byelorussian citizens. Table 3.4
Retention of the right to Lithuanian citizenship
2003
2004
2005
2006
2007
Decisions on retention of the right of aliens to
citizenship
145
90
20
47
163
Number of certificates issued for retention of the
right to citizenship
99
67
35
49
201
Source: Migration Department 2008: 61 Table 3.4
Retention of the right to Lithuanian citizenship 116 KRISTI¯NE KRU¯ MA 1992
Constitution of the
Republic of Lithuania www.legislationline.org
(excerpts) 1991
Law on the Validity of
Citizenship Documents
issued by the Republic of
Lithuania and on the
Supplement to the Law on
Citizenship (void since 1
January 2003) www.coe.int;
www.legislationonline.org 3.5
Conclusions VIII-391)
requirements and a
complicated system in
relation to dual nationality
1991
Supreme Council of the
Republic of Lithuania
Resolution on the
Procedure for
Implementing the Republic
of Lithuania Law on
Citizenship (11 December
1991, No. I-2080)
Clarifies the application of
the Citizenship Law in
relation to inter alia per-
sons who served in armed
troops and other state se-
curity structures of the So-
viet Union
www.litlex.lt
(in Lithuanian)
1991
Law on the Validity of
Citizenship Documents
issued by the Republic of
Lithuania and on the
Supplement to the Law on
Citizenship (void since 1
January 2003)
Confirms that Citizen’s
Certification Card and
Certification Testifying
Decision to Acquire
Citizenship shall be valid
until the person is issued
with new citizens’ passport
but no longer than 1 July
1993; supplements
Citizenship Law of 1991;
provides that new
Citizenship Law shall
replace 1989 Law on 11
December 1991
www.legislationline.org
(excerpts)
1992
Constitution of the
Republic of Lithuania
Confirms the basic
principles of acquisition of
Lithuanian nationality (ius
sanguinis) and a negative
position in relation to dual
nationality
www.litlex.lt
(in Lithuanian)
2002 Law on Citizenship (as last
amended by the Law of 3
April 2003, No. IX-1456)
Repeals the 1991 Law;
extends the category of
persons who have inherent
right to nationality and
simplifies the restoration
of nationality; clarifies
Lithuania’s position on
dual nationality; introduces
ius soli for children whose
parents are stateless and
reside in Lithuania;
introduces higher
requirements for spouses
of Lithuanian nationals
www.coe.int;
www.legislationonline.org
2002 Law on Implementation of
th L
Citi
hi
(
Clarifies the procedural
i
t i
f
www.coe.int;
l
lt (i
Lith
i
) requirements and a
complicated system in
relation to dual nationality
Clarifies the application of
the Citizenship Law in
relation to inter alia per-
sons who served in armed
troops and other state se-
curity structures of the So-
viet Union 1991, No. 2002 Law on Citizenship (as last
amended by the Law of 3
April 2003, No. IX-1456) 3.5
Conclusions The Lithuanian approach to nationality issues has been considered as
more liberal than the regulations in other Baltic states because it did
not apply pre-1940 citizenship laws in order to reconstitute its body of
nationals. The Citizenship Law of 1989 provided easy criteria for acqui-
sition of nationality. As a result of these liberal laws, most of its resi-
dents acquired Lithuanian nationality. However, the Citizenship Law of
1991, enacted immediately after restoration of independence, intro-
duced much stricter requirements for the acquisition of Lithuanian na-
tionality. These are still in existence and in certain cases are more strin-
gent than the regulations in other Baltic states, such as the conditions
on residence before applying for citizenship. pp y
g
p
One of the major areas currently debated is the regulation of dual
nationality in Lithuania. Dual nationality became restricted ever since
the adoption of the 1991 Citizenship Law and Constitution. Although
it was extended over the years, Lithuania was still criticised for the ex-
clusionary nature and unclear application of dual citizenship. The si-
tuation has become even more acute since the Constitutional Court of
Lithuania delegitimised nearly 30 statutory and sub-statutory provi-
sions and omissions in the nationality legislation on dual citizenship. The possible solutions remain unclear, but they will have to be found
by January 2010 when the now provisional Citizenship Law will be-
come invalid. Another problem of Lithuanian nationality policy is the wide discre-
tion given to the president concerning the granting of nationality. Not-
withstanding the amendments introduced after the decision of the
Constitutional Court in the Paksas case, the judicial review of all deci-
sions related to nationality would be a welcome development. This
would also facilitate Lithuania’s ratification of the European Conven-
tion on Nationality which has not yet been signed. Chronological list of citizenship-related legislation in Lithuania
Date
Document
Content
Source
1989
Supreme Soviet of the
Lithuanian Soviet Socialist
Republic Law on
Citizenship (3 November
1989, No. XI-3329)
Reconstitutes the body of
nationals by restoring
nationality to those who
were nationals before the
1940 occupation and their
descendants; provides for
liberal naturalisation of
residents
www.uta.edu
1991
Republic of Lithuania Law
on Citizenship
Introduces stricter
naturalisation
www.uta.edu Chronological list of citizenship-related legislation in Lithuania LITHUANIAN NATIONALITY 117 Date
Document
Content
Source
(5 December 1991,
No. I-2072 as amended on
2 July 1997, No. www.coe.int;
www3.lrs.lt (in Lithuanian) 2004 Amendments to the Law
on the Implementation of
the Law on Citizenship (11
November 2004, No. IX-
1079) Provides for dual
citizenship for certain
groups as a result of the
2006 Constitutional Court
Ruling, which declared the
norms on dual citizenship
to be unconstitutional 3.5
Conclusions I-2080)
1991
Law on the Validity of
Citizenship Documents
issued by the Republic of
Lithuania and on the
Supplement to the Law on
Citizenship (void since 1
January 2003)
Confirms that Citizen’s
Certification Card and
Certification Testifying
Decision to Acquire
Citizenship shall be valid
until the person is issued
with new citizens’ passport
but no longer than 1 July
1993; supplements
Citizenship Law of 1991;
provides that new
Citizenship Law shall
replace 1989 Law on 11
December 1991
www.legislationline.org
(excerpts)
1992
Constitution of the
Republic of Lithuania
Confirms the basic
principles of acquisition of
Lithuanian nationality (ius
sanguinis) and a negative
position in relation to dual
nationality
www.litlex.lt
(in Lithuanian)
2002 Law on Citizenship (as last
amended by the Law of 3
April 2003, No. IX-1456)
Repeals the 1991 Law;
extends the category of
persons who have inherent
right to nationality and
simplifies the restoration
of nationality; clarifies
Lithuania’s position on
dual nationality; introduces
ius soli for children whose
parents are stateless and
reside in Lithuania;
introduces higher
requirements for spouses
of Lithuanian nationals
www.coe.int;
www.legislationonline.org
2002 Law on Implementation of
the Law on Citizenship (as
last amended by the Law of
21 January 2003, No. IX-
1298)
Clarifies the procedural
requirements in cases of
dual nationality
www.coe.int;
www3.lrs.lt (in Lithuanian) 118 KRISTI¯NE KRU¯ MA Date
Document
Content
Source
2003
Ruling of the
Constitutional Court of
Lithuania on the
Compliance of the
President of the Republic
of Lithuania with Decree
No. 40 on Granting
Citizenship of the Republic
of Lithuania by way of
Exception of 11 April 2003
States that citizenship of
the Republic of Lithuania is
granted to Jurij Borisov by
way of exception in
compliance with the
Constitution of the
Republic of Lithuania and
para. 1 of art. 16 of the
Republic of Lithuania’s
Law on Citizenship (30
December 2003)
www.lrkt.lt (in Lithuanian)
2004 Amendments to the Law
on Citizenship (12
September 2004, No. IX-
1078)
Brings the law in line with
human rights standards
(regarding refugees,
alcoholics, drug addicts);
takes into account the
ruling of the Constitutional
Court in the Borisov case
in relation to procedural
aspects of nationality
policies
www3.lrs.lt (in Lithuanian)
2004 Amendments to the Law
on the Implementation of
the Law on Citizenship (11
November 2004, No. 2004 Amendments to the Law
on Citizenship (12
September 2004, No. IX-
1078) www3.lrs.lt (in Lithuanian) 3.5
Conclusions IX-
1079)
Streamlines the
procedures for the
acquisition of nationality
attempting to address
problems as envisaged in
the Borisov case
www3.lrs.lt (in Lithuanian)
2006 Ruling of the
Constitutional Court of
Lithuania on the
Compliance of the
Repeals provisions in the
Citizenship Law
concerning dual nationality Content 2006 Ruling of the
Constitutional Court of
Lithuania on the
Compliance of the
Provisions of Legal Acts
Regulating the Citizenship
Relations with the
Constitution of the
Republic of Lithuania of 13
November 2006
2008 Amendments to the Law
on Citizenship (15 July
2008) LITHUANIAN NATIONALITY 119 Notes 1
I would like to thank Prof. Ineta Ziemele and Prof. Egidijus Kuris for their
comments on the draft of this article. The usual disclaimer applies. 1
I would like to thank Prof. Ineta Ziemele and Prof. Egidijus Kuris for their
comments on the draft of this article. The usual disclaimer applies. 2
Permanent residence was determined by so-called propiska which is similar to a resi-
dence permit nowadays. It had to be obtained before individuals could move to an-
other place. This was applicable not only in between republics but also within repub-
lics. Report on Lithuania, European Commission against Racism and Intolerance. Strasbourg, September 1997, ECRI (97) 56 para. 6. 3
Case No. 7/94 of 13 April 1994 (1994) 1 E.E.C.R.C.L.255. Available at www.lrkt.lt. 4
The texts used here are available at www.litlex.lt and www.minelres.lv. 5
This option was inserted with amendments of 3 October 1995. 6
This article was slightly amended on 6 February 1996. Prior to these amendments,
the law provided that citizenship shall be retained by children who had Lithuanian
citizenship until 15 June 1940 and who were born in Lithuania or in refugee camps
but are at present residing in other states. 7
Constitutional Court case No. 45/03-36/04 7
Constitutional Court case No. 45/03-36/04 8
Before amendments of 7 December 1993, this condition was also applicable to
children of those who held Lithuanian citizenship until 15 June 1940. 9
See chapter 2 on Latvia in this volume. 9
See chapter 2 on Latvia in this volume. 10 Certain provisions of amendments have been effective since 1 April 2006, but some
since 1 January 2005. 10 Certain provisions of amendments have been effective since 1 April 2006, but some
since 1 January 2005. 11
For details on these debates, see the articles ‘Lithuanian e´migre´s unhappy with
citizenship loss’, ELTA [National News Agency], 6 June 2001, ‘New Law will entitle
Lithuanian emigrants to keep citizenship’, ELTA, 17 September 2002, and ‘Adamkus
signed controversial citizenship law’, ELTA 30 September 2002. 12
The proposed amendments were even stricter and debate was reopened after the
President of Lithuania intervened with proposals to liberalise the procedure for
naturalisation of spouses in Lithuania. The compromise reached was that the
required term of residency would be increased from five to seven years, but not to
ten years as foreseen in the draft law (86 in favour, five against, seven abstentions). Notes 18
Provisions at issue were closely monitored, at least, by Human Rights Watch, which
on a number of occasions condemned their application and advocated their abolition. See the reports on human rights developments in Latvia, Lithuania and Estonia
available at www.hrw.org. 19 Before the 2002 Law was adopted, it was possible to lose one’s citizenship on the
basis of severance of actual links with Lithuania. A person who has lived abroad with
an invalid passport for more than three years or who has entered foreign military or
public service without the permission of the competent authorities was considered to
have severed links with Lithuania. 19 Before the 2002 Law was adopted, it was possible to lose one’s citizenship on the
basis of severance of actual links with Lithuania. A person who has lived abroad with
an invalid passport for more than three years or who has entered foreign military or
public service without the permission of the competent authorities was considered to
have severed links with Lithuania. 20 However, it is not entirely clear because according to art. 1, para. 3, persons of
Lithuanian descent can acquire Lithuanian citizenship if they are not citizens of any
other state. The only plausible explanation can be that according to art. 18 they do
not lose their right to acquire Lithuanian citizenship because they possess the
citizenship of another state. p
21
Lithuanian Constitutional Court Ruling in Case No. 45/03-36/04, 13 November 2006. p
21
Lithuanian Constitutional Court Ruling in Case No. 45/03-36/04, 13 November 20 22 ‘Lithuanian parliament collects signatures to initiate referendum on dual citizenship’,
BNS [National News Agency], 15 September 2007. 23
Radzevicˇu¯te
A.,
‘Lietuva¯
iespe¯jams
referendums
par
dubultpilsonı¯bu
[The
referendum on dual nationality in Lithuania is possible]’, Diena [Latvian daily news-
paper], 7 September 2007. Notes 24 The other six groups are: (i) political deportees and prisoners and three generations
of their descendants; (ii) those who left Lithuania during the Soviet era as well as
three generations of their descendants; (iii) persons of Lithuanian descent living in
countries sharing a common border with Lithuania; (iv) persons already in
possession of passports from two other countries, granted by special decree of the
President; (v) offspring born to Lithuanian citizens anywhere in the world; (vi)
Lithuanians living in any nation that has signed an international agreement with
Lithuania on dual citizenship (‘Dual citizenship now allowed in Lithuania’, The Baltic
Times, 1 July 2008, www.baltictimes.com). l
l
h
l
d ll
l 25
‘Seimas’ Decision on multiple citizenship is unconstitutional and illogical’, ELTA, 30
June 2008. 25
‘Seimas’ Decision on multiple citizenship is unconstitutional and illogical’, ELTA, 30
June 2008. Notes The President also opposed the additional requirement that the couple should have
minor children who are Lithuanian citizens. In his view, this would contradict the
principle of equality contained in the Constitution. The proposals made by the
President were harshly criticised by conservative members of parliament. They saw
the proposals as a threat to the survival of the Lithuanian nation and national
identity. Moreover, they were afraid that liberal citizenship procedures might
stimulate marriages of convenience, often referring to Denmark to illustrate this
point. See ‘Seimas approves more liberal procedures for admission to citizenship via
marriage’, ELTA, 9 December 2004. 13
Concerning this case, see also ‘Lithuanian Practice in International Law 2004’, as
reported in the Baltic Yearbook of International Law 5, 2005: 329-332. 14
In addition, on 1 April 2006 the authority on questions of citizenship, formerly
attributed to municipal institutions, was transferred to the Department of Migration
of the Ministry of the Interior. 14
In addition, on 1 April 2006 the authority on questions of citizenship, formerly
attributed to municipal institutions, was transferred to the Department of Migration
of the Ministry of the Interior. 15
Constitutional Court case No. 45/03-36/04. 16 On 11 February 2004, the Ministers of Education and Science and Justice confirmed
the programme of exams on the basics of the Lithuanian Constitution and language. The procedure for the organisation and implementation of the exams was confirmed
by both ministers on 1 March 2004. 120 KRISTI¯NE KRU¯ MA KRISTI¯NE KRU¯ MA 17
There are three disability groups of which group I is the most serious. The group is
assigned by a special commission on the basis of a diagnosis. Assignments can be
for a defined period or for life. Group I is as a rule assigned for life. 17
There are three disability groups of which group I is the most serious. The group is
assigned by a special commission on the basis of a diagnosis. Assignments can be
for a defined period or for life. Group I is as a rule assigned for life. 18
Provisions at issue were closely monitored, at least, by Human Rights Watch, which
on a number of occasions condemned their application and advocated their abolition. See the reports on human rights developments in Latvia, Lithuania and Estonia
available at www.hrw.org. Bibliography Kalvaitis, R. (1998), ‘Citizenship and national identity in the Baltic States’, Boston Univer-
sity International Law Journal 16: 231-271. y
J
3
7
Migration Department (2008), Migration Yearbook 2007. Vilnius: Migration Department. Ziemele, I. (1998), State Continuity and Nationality in the Baltic States: International
Constitutional Law Issues. PhD Dissertation. Wolfson College Cambridge. Ziemele, I. (2001), ‘State Continuity, Human Rights and Nationality in the Baltic States’,
in T. Jundzis (ed.), The Baltic States at Historical Crossroads, 224-248. Riga: Academy
of Sciences of Latvia. Ziemele, I. (2005), State Continuity and Nationality: The Baltic States and Russia. Past, Pre-
sent and Future as Defined by International Law. Leiden, Boston: Martinus Nijhoff Pub-
lishers. 4
Same letter, new spirit: Nationality regulations
and their implementation in Poland Agata Go´rny and Dorota Pudzianowska The development of the legal notion of Polish citizenship has gone
through twists and turns, shaped by the history of the country. Belong-
ing to the Polish nation has not always meant belonging to the Polish
state. Radical reconfigurations of Poland’s borders in the last century
explain this conceptual inconsistency as much as substantial political
and economic emigration from Poland does. Moreover, the Polish Peo-
ple’s Republic promoted the communist idea of a single socialist com-
munity comprised of inhabitants of Soviet Bloc countries. Thus, geo-
politics defined a concept of the nation that was far removed from how
many Polish people construed their own identity. y
y
In the Polish case, it is, therefore, justified to differentiate between
the distinct concepts of ethnicity and nationality/citizenship. The latter
concept refers to the affiliation to the state and thus denotes the legal
bond between a citizen and the state. Ethnicity constitutes more of a
subjective feeling of belonging to an ethnic group or to a given nation,
along with concurrent objective criteria relating to a person’s ancestry.1
Such a distinction is necessary in an examination of Polish nationality
regulations and practice. In our opinion, ethnicity was very important
in the formulation of the law on nationality in the Polish People’s Re-
public and still plays a role in current Polish legislation. The goal of this chapter is to demonstrate evolutions in the field of
Polish nationality, particularly focusing on its acquisition and loss. We
present changes not only in written law, but also in administrative
practice regarding Polish nationality. This is necessary because of the
high level of discretion that the Polish public authorities have in this
field. Analyses of regulations are further enriched with selected statis-
tics on the acquisition of Polish nationality in order to better represent
the nature of the phenomenon in Poland. Apart from analysing legal acts and statistics, we also devote some
space to recently proposed bills on Polish nationality in order to indi-
cate the direction in which the approach towards Polish nationality has
been evolving since the 1990s. We argue that contemporary Polish na-
tionality policy (if we can talk about one) still puts the emphasis on
emigrants and the diaspora rather than on immigrants. 4.1.1
Introductory remarks There have been three acts on Polish nationality – enacted in 1920,4
19515 and 19626 – that share important elements. First of all, the acqui-
sition of Polish nationality by birth has always been driven by the prin-
ciple of descent (ius sanguinis), with the territorial principle (ius soli)
merely playing an auxiliary role. Secondly, due to radical changes in
Poland’s international borders and long periods of emigration from Po-
land, establishing whether a given individual holds Polish nationality
has always been crucial to Polish legislation on this matter. Finally,
rules concerning foreigners’ naturalisation in Poland have been of sec-
ondary importance in the debates and legislation on Polish nationality,
despite considerable growth in immigration to Poland since the early
1990s. 4
Same letter, new spirit: Nationality regulations
and their implementation in Poland Our argument
is supported by the debate and the work on new legislation relating to AGATA GO´ RNY AND DOROTA PUDZIANOWSKA 124 matters of Polish nationality in the Polish Parliament during 1999-
2001. The focus on the diaspora is also evident when we consider the
two most recent acts adopted in the field related to nationality, namely
the Repatriation Act (2000)2 and the Act on the Polish Ethnicity Card
(2007)3 (Ustawa o Karcie Polaka). The chapter opens with a historical overview of developments in na-
tionality legislation from the post-war era to the present. It then dis-
cusses basic rules governing the acquisition and loss of Polish national-
ity in contemporary Poland. The third section analyses debates regard-
ing new regulations and their underlying orientations as well as trends
in Polish nationality policy. Finally, selected statistics on the acquisition
of Polish nationality are provided and discussed. NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND 125 zens, and automatically lost their foreign nationality upon repatriation
in Poland. The repatriation agreements signed with the Soviet Union
also concerned the resettlement of Polish citizens of non-Polish (Ukrai-
nian, Belarusian, Russian, etc.) ethnicity to the USSR. Thus, in both re-
patriation actions ethnicity constituted a decisive criterion. Nevertheless, the biggest national group expatriated from Poland in
the post-war period, on the basis of the Potsdam agreements, were Ger-
mans. They were officially excluded by the Act on the Exclusion of Per-
sons of German Ethnicity from Polish Society (1946).7 This applied to
Germans not verified as Polish nationals or those manifesting their
German origins.8 Ethnic Poles, even those who had been German citi-
zens before the Second World War, were entitled to stay in Poland. Spe-
cial public bodies were established and appropriate legal rules intro-
duced to verify the Polish ethnicity of those who wished to stay in Po-
land.9 Two pivotal legal acts announced at that time were the Act on
Polish Nationality of Persons of Polish Ethnicity Inhabiting the Re-
gained Territories (1946)10 and a similar decree for inhabitants of the
former Free City of Gdan´sk (Danzig) (1947).11 These acts directly
linked a person’s nationality to his or her ethnicity. Verification of ethnicity and objective ethnicity criteria were also in-
cluded in the 1951 Act on Polish Nationality. The Act obliged the inha-
bitants of the Regained Territories and the former Free City of Gdan´sk
to obtain adequate documents certifying their Polish ethnicity. It also
gave the right to Polish nationality to all Polish repatriates. Again, Pol-
ish citizenship was based primarily on ethnic criteria. This link was
also reflected in two subsequent legal acts concerning the permission
for the renunciation of Polish nationality for people of German
(1956)12 and Jewish (1958)13 ethnicities who left for their ethnic home-
lands (Albiniak & Czajkowska 1996: 324-325). Such acts were designed
to simplify the renunciation of Polish nationality. Behind these acts,
however, lay the idea of expelling those with non-Polish ethnicity from
the country. The fact that this pressure was directed towards selected
ethnic groups is symptomatic of this trend. 4.1.2
Post-war arrangements (1945-1962) The end of the Second World War and agreements signed between Sta-
lin and other allied leaders radically altered Polish territory. This in-
volved two major changes – loss of (formerly) eastern Polish lands in-
habited by Polish citizens and the acquisition of eastern German lands
populated largely by German citizens (the ‘Regained Territories’). The
loss of the eastern Polish territories brought with it the problem of re-
patriating Polish citizens from the new Soviet territory. This act was
based on several Polish-Soviet mutual repatriation agreements signed
in the 1940s and in 1957. On the basis of these agreements, people of
Polish and Jewish ethnicity, who had been Polish citizens as of 17 Sep-
tember 1939, were entitled to move and resettle within Poland’s new
borders (Łodzin´ski 1998). All repatriates were treated as Polish citi- 4.1.3
Stabilisation (1962-1989) Another Act on Polish Nationality was passed in 1962. This Act re-
mained in effect, without any major amendments, until the end of the
communist era in Poland. It did not challenge the rules of acquisition
and loss of Polish nationality included in the 1951 Act. The 1962 Act
did not directly address the issue of Polish ethnicity, although it still ac-
corded special rights to repatriates returning to Poland.14 The link between the ethnicity of a person and his or her right to
Polish nationality was made an issue in the late 1960s. Polish authori- AGATA GO´ RNY AND DOROTA PUDZIANOWSKA 126 ties officially challenged the loyalty of Polish citizens of Jewish origin. These people, who were perceived as having ‘dual loyalties’ and had of-
ten been active in some way in political life, were forced to leave Po-
land after signing a document expressing their intention to renounce
their Polish nationality upon acquisition of Israeli nationality (Stola
2000). The legal basis for this ‘action of mass renunciation of Polish
nationality’ was the aforementioned Decree of 1958. It is not within
the scope of this analysis to present the comprehensive political back-
ground behind this move asking Jews to repudiate their Polish nation-
ality.15 This episode demonstrates, however, how the concept of Polish
ethnicity and its tight connection with the right to Polish nationality
was exploited in Poland under the communist regime. Furthermore, the communist authorities often required Polish emi-
grants to relinquish their Polish nationality whenever they came to visit
Poland. If they refused to do so, they risked being imprisoned in Po-
land for illegally overstaying abroad. Here ‘a need to renounce’ Polish
nationality was justified not in terms of the ethnicity criterion, but in
terms of a lack of loyalty towards the Polish People’s Republic and its
ideology. In general, the analysis of legal acts on Polish nationality, alone, does
not allow for a thorough understanding of the issues of nationality in
communist Poland. This is due to the authorities’ high level of discre-
tionary powers regarding Polish nationality at that time, which was par-
ticularly evident in how ethnicity was used in administrative decisions. Although absent from the 1962 Act on Polish Nationality, ethnicity
was a factor in decisions regarding Polish nationality and played a par-
ticular role in relation to German and Jewish minorities. 4.1.3
Stabilisation (1962-1989) Special de-
crees designed for these two groups in 1956 and 1958 were in force un-
til 1984 (Albiniak & Czajkowska 1996: 326). NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND 127 The most significant amendments to the 1962 Act were introduced
in 1997-1998. Rules regarding the loss of Polish nationality were chan-
ged since one of the clauses of the Act – namely that ‘acquisition of a
foreign nationality results in the loss of Polish nationality’ – violated
the 1997 Polish Constitution17 (Jagielski 2000). An amendment was
passed to make it impossible to deprive anybody of Polish nationality
unless he or she expressed the desire to renounce it. A definition of
the type of stay (permanent residence permit) was added to the five-
year residence requirement for naturalisation. Although the exact peri-
od of total legal residence in Poland varies for different groups of for-
eigners, in practice, this change amounts to at least ten years of resi-
dency before a foreigner can apply for naturalisation, because it takes
at least five years to obtain a permanent residence permit. Changes
were also introduced to the procedure of acquiring nationality by mar-
riage. Whereas this path to Polish nationality was previously open only
to foreign women married to Poles, foreign men can now also acquire
Polish nationality by marrying a Polish woman. In 2001, provisions
concerning repatriation were removed from the Act on Polish National-
ity. A separate legal act known as the Repatriation Act that dealt with
this issue was implemented in 2000. p
The Ordinance of the President of the Republic of Poland put into
force in 200018 was a step towards reducing discretion in decisions re-
garding the acquisition and loss of Polish nationality, although it did
not change the procedures significantly. However, while these proce-
dures previously had no legally binding basis, the 2000 Ordinance lists
all of the documents and forms required by the Presidential Chancel-
lery to process appropriate applications. The President initiated another
significant change to Polish nationality policy. In 1999, he expressed
his will (in the form of a legal act) to terminate all of the remaining
conventions with other former communist countries concerning pre-
vention of dual nationality.19 These conventions had affected foreign-
ers’ naturalisation processes by creating inequality among applicants
for Polish nationality. Most former Soviet Bloc citizens were not al-
lowed to retain their previous nationalities upon naturalisation in Po-
land, whereas other foreigners were subject to the discretionary deci-
sion by the Polish President. 4.1.4
Political and economic transition (the post-1989 era) The end of the Polish People’s Republic and the establishment of the
Third Republic of Poland necessitated deep economic and political re-
forms in the country. Likewise, policymakers claimed as early as 1989
that there was need for a new nationality law. However, the 1962 Act
on Polish Nationality, with some amendments in the late 1990s and at
the beginning of the 2000s, is still in force.16 Nevertheless, some pol-
icy changes regarding Polish nationality have been introduced. These
changes in policy take advantage of the way provisions of the 1962 Act
on Polish Nationality were formulated. Therefore, an approach based
on a high level of discretion of public officials in conferring Polish na-
tionality has been continued in the Third Republic of Poland. NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND 4.2
Basic principles of current regulations on Polish nationality
4.2.1
Principles concerning Polish nationality The legal regulations concerning Polish nationality can be found in the
amended 1962 Act on Polish Nationality as well as in the Repatriation
Act of 2000. The 1997 Polish Constitution formulated two principles
concerning nationality (art. 34). One states that the basic mode of ac-
quisition of Polish nationality is by birth to parents who are Polish citi-
zens (the ius sanguinis principle).21 The other principle stipulates an
absolute guarantee that no one can be deprived arbitrarily of his or her
Polish nationality. Other principles are stated in the Act on Polish Nationality itself. The principle of the continuity of Polish nationality (art. 1) translates
the idea of the persistence of Polish nationality in time (from the mo-
ment of its acquisition until the moment of its loss) into law. Under
this principle, the nationality status acquired under a given statute sur-
vives all subsequent changes in the statute, i.e. it is always considered
under the law in force at the moment of acquisition. The principle of
exclusivity of Polish nationality (art. 2) means that a person with dual
or multiple nationality is treated (domestically but also abroad) as a
Polish national by the Polish public authorities; it cannot be interpreted
as forbidding dual nationality. The principle of equal citizenship rights
for both husband and wife (art. 3) means that a conclusion of marriage
by a Polish national with a person who is not a Polish national does
not produce an automatic change in nationality for either husband or
wife and a change of nationality of one spouse does not induce the
change of nationality of the other.22 NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND Since 2002, as a consequence of the Pre-
sident’s
initiative,
Poland
has
ceased
to
be
a
party
to
those
conventions.20 AGATA GO´ RNY AND DOROTA PUDZIANOWSKA 128 NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND 129 land to foreign parents do not acquire Polish nationality unless they
would otherwise be stateless. This means that ius soli is treated as an
auxiliary principle to determine the nationality of a child found or born
in the Polish territory if the child’s parents are unknown, stateless or
their nationality cannot be established (art. 5). All changes in the deter-
mination of a parent of a child or with regard to the nationality of one
or both parents will be considered in determining the nationality of a
child only if they occur within one year from the birth of the child (art. 7.1) Hence, acquisition of nationality by legitimisation, for instance, is
possible until the child’s first birthday. Afterwards, legitimisation
would have no effect on the child’s nationality. Automatic acquisition of nationality is also possible through repatria-
tion. This is the only mode of acquiring Polish nationality not defined
in the Act on Polish Nationality but in a separate statute, namely the
Repatriation Act of 2000. According to this act, those holding a repa-
triation visa automatically acquire Polish nationality on the day they
cross the Polish border (art. 4). Repatriation visas are granted to those
of Polish descent, which is further defined to include those who once
had Polish nationality or who have at least one parent or grandparent
or two great-grandparents who were ethnic Poles or held Polish nation-
ality. Other conditions include a declaration by the person concerned
that he or she is of Polish ethnicity and proof of attachment to Polish
culture by nurturing Polish language, traditions and customs (art. 5). Thus, this law uses both an ethnic criterion (Polish descent) and a cul-
tural criterion to determine a person’s belonging to the Polish nation.23 A foreigner may be granted Polish nationality by conferment (regu-
lar naturalisation) if he or she has resided in Poland for at least five
years on the basis of one of three types of permanent residence permit
(art. 8).24 Since such a permit may only be acquired after at least five
years of legal residence,25 it follows that the period after which a per-
son is eligible for naturalisation is at least ten years. 4.2.2
Acquisition of Polish nationality Polish law provides for several modes of acquiring Polish nationality,
which can be divided into three basic groups according to their legal
form. The first group comprises modes of acquiring nationality ex lege
(acquisition at birth and acquisition through the repatriation proce-
dure). The second group comprises modes of acquisition through ap-
plication (acquisition by conferment and acknowledgement). The third
group unites modes of acquisition through declaration (by marriage,
option and reacquisition). Acquisition of nationality at birth is mainly based on the ius sangui-
nis principle. A child acquires Polish nationality irrespective of the
place of birth when at least one parent is a Polish national (art. 4.2 and
art. 6). If the child has only one parent who is a Polish national and ac-
quires another nationality at birth, the parents can renounce the child’s
Polish nationality within three months after birth. Children born in Po- NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND Applications are
submitted via voivods (provincial governors) or consuls (for those living
abroad) and these public authorities as well as the Minister of Internal
Affairs (prior to 2007 the Head of the Foreigners’ Office) normally give
their opinion on the application. Apart from information on the re-
quired period of residence, applications have to include information on
the parents’ nationality, sources of income, past employment, knowl-
edge of the Polish language and services rendered to Poland (or Polish
diaspora organisations, etc.).26 The power to grant nationality is a con-
stitutional prerogative of the President of the Republic of Poland. The
decision of the President is entirely discretionary since the criteria are
unclear, especially with regard to the assessment of the additional in-
formation.27 The President also does not have to grant nationality even
if all of the conditions have been fulfilled. The President’s decision AGATA GO´ RNY AND DOROTA PUDZIANOWSKA 130 may even be called arbitrary in the sense that the decisions do not have
to be justified and there is no judicial review available,28 which may be
considered contrary to the provisions of art. 11 and art. 12 of the Eur-
opean Convention on Nationality (ECN) of 1997.29 In ‘particularly jus-
tified cases’ the President can disregard the residence requirement (art. 8.2), but this only applies to achievement-based acquisition of national-
ity. The conferment may be conditional upon providing proof of loss of
the former nationality through withdrawal or renunciation (art. 8.3). From all of these provisions it is evident that the conferment procedure
cannot be regarded as a legal entitlement and is instead based on the
exercise of sovereign power by the head of state. A stateless person or a person whose nationality cannot be estab-
lished can be acknowledged as a Polish citizen if he or she has resided
in Poland for at least five years on the basis of one of three types of
permanent residence permit (art. 9; also see note 24). As with the nat-
uralisation of foreign nationals, this is a discretionary procedure. How-
ever, in contrast to the regular naturalisation procedure, in this case
the decisions are not made by the President but by voivods and consti-
tute administrative case decisions that have to be justified. In these
cases, administrative and judicial reviews are available. Under Polish law (art. NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND 131 Another mode of acquiring nationality by declaration is acquisition
of nationality by option (art. 6.3). This mode addresses those who (hav-
ing one parent who is a Polish national) lost their Polish nationality in
childhood by parental declaration (loss of nationality by option). They
can reacquire this nationality in the period between the time they turn
sixteen and six months after coming of age upon making a declaration
in front of the relevant public authorities, i.e. voivods or consuls. The third and last mode of acquiring nationality by declaration is re-
acquisition of nationality (art. 11), also called reintegration. A Polish ci-
tizen who lost Polish nationality by marrying a foreign citizen can re-
gain his or her nationality if the aforementioned marriage ceases to ex-
ist. In these cases a declaration made in front of the relevant public
authorities, i.e. voivods or consuls, must also be accepted. As in the
case of acquisition of nationality by marriage, the public authorities
can make the acceptance of the declaration dependent upon the proof
of loss of the former nationality. NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND 8.4-8.7) Polish nationality acquired by parents
through conferment can be extended to their minor children. When
both parents acquire Polish nationality by conferment, it is automati-
cally extended to children under sixteen years of age, whereas the
child’s consent is necessary if the child is sixteen or older. If only one
parent acquires nationality, it may be extended to a child if other condi-
tions are fulfilled – either the child is under this parent’s exclusive par-
ental authority or the other parent is a Polish citizen or the other par-
ent gives his or her consent for the child’s acquisition of nationality in
front of a relevant public authority. The same rules apply to the filial
extension of acquisition of Polish nationality through the acknowledge-
ment procedure, provided that these children reside in Poland (art. 9.4). Finally, there are three modes of acquiring nationality by declaration. The first is spousal acquisition of nationality (art. 10). The spouse of a
Polish national acquires Polish nationality upon making a declaration
(which has to be accepted by the relevant public authority, i.e. voivods
or consuls) when he or she has lived in Poland on the basis of a per-
manent residence permit and has been married to the Polish national
for at least three years. Compared to regular naturalisation, the mini-
mum period of stay required is thus shortened by half (five instead of
ten years). The voivod or consul can exercise full discretion whether to
make the acceptance of the declaration conditional upon the proof of
loss of the former nationality. NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND 4.2.3
Loss of Polish nationality As we have already mentioned, Polish nationality cannot be withdrawn
against the will of the person concerned. A Polish citizen can lose his
or her nationality if he or she renounces it; the loss is conditional upon
the consent of the President of Poland (art. 13). The decision concern-
ing the issuing of this consent is the President’s constitutional preroga-
tive and is thus not subject to administrative or judicial review. A per-
mit to renounce one’s Polish nationality issued by the President ex-
tends to children who are under parental authority if both parents
stand to lose their nationality. It is automatic unless the children are
sixteen years of age or older (in which case their agreement is neces-
sary). A permit given to only one parent extends to children under par-
ental authority if the second parent has no parental authority, if he or
she is not a Polish citizen or if he or she is a Polish citizen but con-
sents to the child losing the Polish nationality in front of relevant pub-
lic authorities. Polish nationality may also be lost shortly after birth due to parental
decision (loss by option). For a child who has acquired Polish national-
ity at birth, parents may choose the nationality of a foreign country of
which one of the parents is a national. This must be done within three
months of the child’s birth (art. 6.1), regardless of whether the child is
born in Poland or abroad. However, as already explained, a child can
reacquire his or her Polish nationality lost in this way (acquiring Polish
nationality by option, art. 6.3). The optional renunciation of Polish na-
tionality acquired by ius sanguinis, however, does not apply if, for ex- AGATA GO´ RNY AND DOROTA PUDZIANOWSKA 132 ample, both parents are Polish nationals abroad and the child has ac-
quired the nationality of his or her country of birth through ius soli. During the communist period, the rules governing the loss of Polish
nationality were quite different. Many emigrants lost their nationality
contrary to their wills and would now like to have their Polish national-
ity restored. Unfortunately, there is no procedure to this end. Some
emigrants use the procedure in front of the voivod, who is authorised
to establish whether a given individual has acquired and currently
holds Polish citizenship, has forfeited it or has never held it. 4.2.3
Loss of Polish nationality Through
an administrative decision, this authority can certify that someone
holds Polish nationality following proceedings that take into account
the principle of continuity of Polish nationality. 4.2.4
Dual nationality Dual and multiple nationality is allowed under Polish law. There are,
however, certain nuances concerning the possibility of acquiring this
status. Dual nationals by birth are never required to choose one nation-
ality over the other (neither upon reaching the age of majority nor at
any other time). Naturalisation procedures, by contrast, distinguish be-
tween, on the one hand, individuals seeking to become naturalised Pol-
ish citizens and, on the other hand, Polish citizens seeking to natura-
lise in another state. The law in force favours the latter and Polish citi-
zens can freely obtain other nationalities while retaining their Polish
citizenship. Foreigners seeking to access Polish citizenship, however,
may be required – at the discretion of relevant public authorities – to
relinquish other nationality ties. One is thus tempted to use Sanford
Levinson’s formulation to say that Polish law ‘tolerates political bigamy
so long as the second political marriage follows, rather than precedes,
acquiring [Polish] citizenship’ (cited in Schuck 2002: 72). q
g [
]
p (
7 )
Although nowadays multiple nationality as a legal status is tolerated
in Poland, this has not always been the case in the past. A ban on dual
nationality was a guiding principle of the 1920 and 1951 Acts on Polish
Nationality. This historical fact, as well as the wording of art. 2 of the
1962 Act on Polish Nationality, seems responsible for some confusion. The article states that ‘according to the law, a Polish national cannot be
recognised as a national of another country’. The Highest Administra-
tive Court interpreted this provision as a prohibition of dual or multi-
ple nationality in one of its judgments.30 Such an interpretation seems,
however, inconsistent with the wording of the very article as it uses the
term ‘recognised’ (uznawany). This is obviously not the same as stating
a prohibition of having multiple nationalities, and the 1962 Act re-
frains from restating an explicit prohibition of multiple citizenship in
earlier regulations. Therefore, the view that Polish law generally prohi- NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND 133 bits dual nationality does not prevail and is – correctly – not shared by
most legal scholars (Jagielski 1998; Ramus 1968; Mincer-Jas´kowska
1998). Art. 2 should be interpreted as a rule resolving a very particular
problem, which arises in domestic law when a Polish national holds
several nationalities. 4.2.4
Dual nationality Accordingly, a dual or multiple national will al-
ways be treated as a Polish national by Polish public authorities inside
the Polish territory as well as abroad. A multiple citizenship holder
cannot claim rights that stem from an additional nationality status or
avoid obligations stemming from Polish nationality or ask to be treated
as a foreigner (Ramus 1968). In other words, foreign citizenship ties
are considered irrelevant in front of Polish public authorities and he or
she is treated as if he or she was Polish only. This reading of art. 2 also
coincides with the specific rules governing acquisition of Polish nation-
ality as thus far described. 4.2.5
Act on the Polish Ethnicity Card As with other countries in the Central and Eastern European region,
Poland has recently passed a law giving certain benefits to members of
its kin minorities living abroad. The Act on the Polish Ethnicity Card31
was passed in September 2007. The first bill of this law was discussed
in parliament almost ten years earlier. The scope of the card is re-
stricted to ethnic Poles who are not Polish nationals, but are nationals
of one of the fifteen successor states of Soviet Union republics (art. 2.2). The Polish Ethnicity Card confirms a person’s belonging to the
Polish nation and the right to benefits provided for by the Act (art. 3). It may be issued to a person who declares himself or herself to be a
member of the Polish nation and who fulfils the conditions specified
in the statute. These conditions are of mixed ethnic and cultural char-
acter and it should be noted that the ethnic criterion (descent) is not
obligatory. Instead of proving Polish descent a certificate issued by one
of the non-governmental organisations operating in these countries
(specified in the Prime Minister’s decree, obwieszczenie) may be pre-
sented, confirming active engagement in activities concerning Polish
language and culture or other involvement in Polish national minority
communities for at least three years prior to the application. In any
event, it is necessary to prove attachment to ‘Polishness’ through hav-
ing at least basic knowledge of the Polish language, which must be
considered by the applicant to be his or her native language, as well as
knowledge and practice of Polish traditions and customs (art. 2.1). The law provides for different benefits, which include easier access
to the labour market (holders of the card do not need a work permit
and they can undertake economic activity in Poland on the same basis
as Polish nationals), and some educational, cultural and health bene- AGATA GO´ RNY AND DOROTA PUDZIANOWSKA 134 fits. In order to enter Polish territory, the holder of a Polish ethnicity
card still has to apply for a visa, but may be exempted from the fee for
a national visa (or this fee may be refunded) (arts. 5-8). The actual
meaning of these benefits is different depending on whether a holder
of the card is a citizen of a European Union country (in this case Lat-
via, Lithuania, Estonia) or not. 4.2.5
Act on the Polish Ethnicity Card Third country nationals holding the Pol-
ish ethnicity card enjoy free access to the labour market, free immedi-
ate medical assistance and access to education at tertiary level, free en-
try to state-run museums and 37 per cent travel reduction for train
transport. For EU citizens, only the last two benefits are of any signifi-
cance (Jagielski & Pudzianowska 2008). (J g
)
The Act on the Polish Ethnicity Card was not easy to draft. It took
over ten years of discussions as there was a range of controversies re-
garding the shape of the successive bills (see Jagielski & Pudzianowska
2008). Many commentators claimed that it was discriminatory, and
that it was dangerous to create a privileged group of people having spe-
cial rights in Poland who are residents of foreign countries. This argu-
ment was not specific to Poland and was present in all countries that
adopted a kin minority legislation (see Kova´cs & To´th, Kusa´, Medved
and Smilov & Jileva in this volume). Moreover, a number of practical
arguments against the card were discussed during the parliamentary
debates (see Go´rny, Grzymała-Kazłowska, Korys´ & Weinar 2003). These
concerned high costs, the danger of abuse of the card by economic mi-
grants, etc. Even though domestic controversies were extensive, it can
be argued that the Polish Ethnicity Card did not produce many reac-
tions on the international arena (unlike, for example, the Hungarian
Status Law of 2001). The Belarusian government’s negative reaction is
the exception to the rule that can be easily explained. On the one hand,
apart from Ukrainians, Belarusian citizens are expected to be the main
recipients of the Polish ethnicity cards. On the other hand, the negative
reaction of Belarus is in line with the more general Belarusian policy
towards the Polish minority in Belarus, marked as it is by a variety of
more or less openly demonstrated conflicts and repressions from the
Belarusian authorities. Interestingly enough, preparations for a Belaru-
sian Ethnicity Card have recently been announced. 4.3
The unresolved debate (1999-2001) Changes in the Polish nationality law have been planned since 1989,
but only selected goals have been achieved to date. The most important
act – the Act on Polish Nationality – remains unchanged, although sev-
eral bills on Polish nationality have already been proposed and dis-
cussed in the Polish Parliament. Work on nationality legislation was NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND 135 particularly intensive during the third parliamentary term (1997-2001),
when post-Solidarity parties held a majority in the Polish Parliament. In the fourth parliamentary term (2001-2005), when post-communist
parties held the majority, work on nationality legislation was postponed
(see Go´rny, Grzymała-Kazłowska, Korys´ & Weinar 2003) only to reap-
pear on the agenda during the fifth and sixth legislative terms under a
majority of post-Solidarity parties (2005-2007 and 2007-present). Nevertheless, works on the Act on Polish Nationality did not enter the
phase of parliamentary readings and discussions. Apart from the ideological rationale for introducing new legislation
on nationality with democratic transition in all CEE countries, new so-
cial currents require new solutions for the law on Polish nationality. For example, it is necessary to establish clear rules concerning rein-
statement of Polish nationality for people who were deprived of it in
various ‘historical contexts’. Moreover, issues relating to the repatria-
tion of people of Polish descent from the territory of the ex-USSR again
became prominent in the 1990s. Last but not least, increasing immi-
gration to Poland requires that rules on naturalisation be reevaluated
and made less discretionary. The repatriation problem was solved legislatively with the introduc-
tion of the Repatriation Act in 2000. Seven years later, the Act on the
Polish Ethnicity Card introduced some privileges for members of Pol-
ish kin minorities. The enactment of this latter statute can also be re-
garded as a partial solution to the problem of the reinstatement of Pol-
ish nationality, as part of the diaspora considers it as a symbolic confir-
mation of their belonging to the Polish nation. However, a new Act on
Polish nationality is still missing. Its preparation started in the late
1990s and three bills on Polish nationality have been proposed. The
most recent one, which was submitted by a working group comprising
representatives of various parties in 2000, combined the two earlier
proposals. 4.3
The unresolved debate (1999-2001) Certain issues included in the latest bill demonstrate the po-
litical background and aims behind the formulation of a new Act on
Polish Nationality and are worth noting. In the bill – as in all acts on Polish nationality – the basic principle
for being recognised as a Polish citizen was the ius sanguinis principle. This newest bill foresaw special procedures for people who intended to
reacquire their Polish nationality. In fact, as stated in the introduction
to the bill, the problem of ‘reinstating Polish nationality to all those
who have the right to it’ was considered very important by the bill’s
authors. The proposed reinstatement procedure would have applied to
those who had lost Polish nationality on the basis of previous Acts on
Polish Nationality (1920, 1951, 1962) and whose relinquishing of Pol-
ish nationality had not been ‘fully voluntary’.32 Applicants’ entitlement
to this procedure would not have been conditional on living perma- AGATA GO´ RNY AND DOROTA PUDZIANOWSKA 136 nently in Poland. The bill also proposed a procedure for granting na-
tionality to a particular group of people of Polish origin: Polish veter-
ans of the Second World War. As far as the naturalisation procedure is
concerned, the Bill on Polish Nationality added to the requirement re-
garding length of stay contained in the 1962 Act, criteria referring to
the applicants’ level of social, economic and cultural integration into
Polish society. They included adequate knowledge of the Polish lan-
guage, evidence of the applicants’ ability to sustain themselves in Po-
land and absence of a criminal record and of behaviour that does not
violate loyalty towards the Polish state. These criteria were intended to
set more precise and thereby less discretionary criteria for naturalisa-
tion in Poland. The focus of discussions and political and legislative action regard-
ing Polish nationality and related matters has been undoubtedly on the
Polish diaspora and Polish emigrants, with immigration and naturali-
sation being of secondary importance. The parliamentary debates in
1999-2001 on such proposals were fairly uncontroversial (Go´rny, Grzy-
mała-Kazłowska, Korys´ & Weinar 2003) and can thus be considered in-
dicative of a consensual approach to nationality matters observed in the
contemporary Polish political scene. The reasons for the lack of con-
sensus on the bill, which led to its withdrawal from the parliamentary
agenda, are not clear. 4.3
The unresolved debate (1999-2001) It seems, however, that the issue dividing the Pol-
ish Parliament was the problem of explicit acceptance of dual national-
ity (Go´rny, Grzymała-Kazłowska, Korys´ & Weinar 2007), which was
more a problem of a symbolic nature, rather than a legal one. NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND 137 three procedures: conferment, acknowledgement and spousal acquisi-
tion. Finally, we also provide data on repatriation to Poland for the peri-
od 1997-2006. 4.4.1
Comment on data Data on acquisitions of Polish nationality have just recently been inte-
grated into the main statistical system and database on foreigners. For
the years 1992-2001 we will therefore focus on acquisitions through
only one procedure, namely the conferment of Polish nationality, for
which nationwide data are available for the 1990s. To make our de-
scription for that period more precise and informative, we have en-
riched it with fragmented data regarding other procedures. These data
include information on foreigners who were naturalised through ac-
knowledgement and marriage procedures in 199733 and results of re-
search carried out in the Warsaw voivodeship in 1999, when data on
applicants for Polish nationality in 1989-1998 based on the three most
important procedures – acquisition through conferment, acknowledge-
ment and marriage – were collected.34 When describing later years
(2002-2006) we refer to acquisitions of Polish nationality through all a We include the general category ex-USSR, since for as many as 804 persons the statistics
do not indicate from which former Soviet Union republic they originate. 4.4.2
Naturalisations: Conferment and two other procedures In 1992-2001, two consecutive Polish presidents granted Polish nation-
ality to 8,979 people under the conferment procedure. In this period,
the biggest national group of newly admitted Polish citizens were Ger-
mans (16 per cent). Other important groups were Israelis (8 per cent),
Canadians (8 per cent), Bulgarians (5 per cent) and Americans (4 per
cent) (see Table 4.1). However, as much as 20 percent of the applicants
originated from the former Soviet Union. Table 4.1
Foreigners granted Polish nationality by conferment in 1992-2001 and by
conferment, acknowledgement and spousal acquisition in 2002-2006, by (former)
nationality
Nationality
Acquisitions by conferment
procedure in 1992-2001
All b acquisitions in 2002-2006
Number of persons
%
Number of persons
%
German
1,416
16
328
4
Israeli
726
8
469
5
Canadian
676
8
184
2
Bulgarian
490
5
165
2
American
381
4
149
2
The former Soviet Union,
including the Baltic statesa
1,778
20
4,392
51
Other
3,512
39
2,925
34
Total
8,979
100
8,612
100
a We include the general category ex-USSR, since for as many as 804 persons the statistics
do not indicate from which former Soviet Union republic they originate. b Does not include acquisitions by repatriation, which are demonstrated in Table 4.2. Sources: Ke˛pin´ska 2007; data provided by the Polish President’s Chancellery Table 4.1
Foreigners granted Polish nationality by conferment in 1992-2001 and by
conferment, acknowledgement and spousal acquisition in 2002-2006, by (former)
nationality In the 1990s, most applicants for Polish nationality originated from
countries constituting traditional areas of destination for Polish emi-
grants: Germany, the US, Canada and various countries in Western
Europe (e.g. France). The intensive Polish-Bulgarian student exchanges
during the communist era resulted in many Polish-Bulgarian mar-
riages and complicated nationality matters for their families. It is evi-
dent that the conferment procedure has been used by successive Presi-
dents to restore Polish nationality to Polish emigrants who had lost it. This also explains the high number of Israelis ‘naturalising’ in Poland. 138 AGATA GO´ RNY AND DOROTA PUDZIANOWSKA The number of ex-USSR citizens naturalising via the conferment
procedure in Poland in the 1990s and 2000s is also quite high. It does
not fully reflect, however, the predominance of ex-Soviet citizens in
contemporary migration to Poland, since they were particularly likely
to use the acknowledgement procedure in the 1990s. 4.4.2
Naturalisations: Conferment and two other procedures This was due to
the requirement to relinquish their original nationality in accordance
with bilateral conventions on the prevention of dual nationality, which
were still in effect between Poland and countries of the former Soviet
Bloc in the 1990s. As these persons were generally stateless, they qua-
lified for the acknowledgement procedure. In 1989-1998, in the War-
saw voivodeship, 76 per cent of ex-USSR citizens (stateless persons at
the moment of applying) used the acknowledgement procedure and ci-
tizens of this region constituted 94 per cent of all those applying for
naturalisation under this procedure. The importance of applicants for Polish nationality originating from
the ex-USSR is more visible in the data on acquisitions for 2002-2006,
where all three procedures are included. Newly naturalised Polish citi-
zens from this area constitute as much as 51 per cent of the total, with
the Ukrainians being the leading group (27 per cent of the total num-
ber of acquisitions and 54 per cent of the acquisitions by nationals of
the former Soviet Union). Immigrants from the former Soviet Union
have constituted the main segment of the ‘new wave’ of immigration
to Poland, which began in the late 1980s, and these migrants began
qualifying for naturalisation in the second half of the 1990s. The sub-
sequent termination of bilateral conventions on the prevention of dual
nationality with some Soviet Bloc countries allowed more and more ex-
USSR citizens to use the conferment procedure. The chart showing the number of acquisitions of nationality by con-
ferment in the whole period analysed here shows a roughly u-shaped
curve (see Figure 4.1), so long as we exclude the latest figures for
2006. The highest annual numbers registered were 1,522 (in 1992),
1,791 (2004) and 2,625 (2005), whereas two among the three smallest
annual figures (679 and 555) occurred in the mid-1990s (in 1996 and
1997), and the third (662) in 2006. The ‘boom’ of naturalisations re-
gistered at the beginning of the 1990s was caused mainly by ‘early re-
conferments’ of Polish nationality. For example, in the 1992-1995 peri-
od, over one quarter of the people granted Polish nationality were Ger-
man citizens, probably many or most of whom had lost their Polish na-
tionality in the past. The dramatic increase (56 per cent) in the number of acquisitions in
1998 can be partly explained by factors described above. 4.4.2
Naturalisations: Conferment and two other procedures Among them,
the increase in the number of applications by Israelis (and other Polish
emigrants) seems to be important. The number of ‘naturalising’ Israe-
lis rose in 1998 after President Kwas´niewski’s aforementioned promise NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND 139 Figure 4.1
Acquisitions of Polish nationality by conferment (1992-2006)
1,522
751
679
555
871
975
756
988
1,471
1,791
2,625
834
1,036
662
1,000
0
500
1,000
1,500
2,000
2,500
3,000
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
Sources: Kępińska 2007; data provided by the Polish President's Chancellery Sources: Kępińska 2007; data provided by the Polish President's Chancellery of a ‘broad and uncomplicated restoration’. In 1997, the President
granted Polish nationality to only nineteen Israelis, whereas in 1998,
the respective number was six times higher (114 persons). Then, as
mentioned above, a gradual increase in the numbers of ex-USSR citi-
zens using the conferment procedure also contributed to the increase
in acquisitions. The sharp decrease in the number of acquisitions of Polish national-
ity by conferment in 2006 deserves some explanation. Its main cause
is the change of the Head of State: Lech Kaczyn´ski, who is close to the
right-wing parties, replaced Aleksander Kwas´niewski, who came from
the main post-communist party. In 2005 – the last year of the Kwas´-
niewski presidency – many cases were processed faster than usual in
order to be completed before his term came to an end. Thereafter, Pre-
sident Kaczyn´ski appeared to be reluctant to grant Polish nationality, at
least at the beginning of his term. Data on the conferment procedure certainly only describe part of the
phenomenon of naturalisations in Poland though, in our opinion, they
provide an accurate snapshot of national groups interested in Polish
nationality, especially in the 2000s. In the 1990s, the number of appli-
cants for the acknowledgement procedure was slightly higher than for
the conferment procedure. In the 2000s, the first of these procedures
almost totally lost its importance due to the abrogation of conventions
on the prevention of dual nationality. In fact, between 2002 and 2004, AGATA GO´ RNY AND DOROTA PUDZIANOWSKA 140 fewer than 200 people were naturalised through any procedure other
than conferment. The remaining procedure, i.e. spousal acquisition, played a second-
ary role in the 1990s and is still of only marginal importance. 4.4.2
Naturalisations: Conferment and two other procedures In 1997,
for example, only 52 foreign women used this mode of acquisition. In
the Warsaw voivodeship during the period 1992-1998, the number was
73 women. At the same time, the annual numbers of mixed marriages
in Poland were much higher – between 3,000 and 3,500 were con-
cluded in the 1990s and 2000s, respectively. Spousal acquisition
gained more importance after 1999 when it started applying not only
to women, but also to men, and when conditions regarding applica-
tions became more ‘reasonable’. It is likely to increase in importance,
since ex-USSR citizens no longer have to relinquish their foreign na-
tionality upon naturalisation in Poland. In 2002, for example, from
among 3,552 mixed marriages concluded in Poland, over 40 per cent
involved citizens of post-Soviet countries. NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND 141 Table 4.2
Repatriation visas to Poland in 1997-2006, by repatriates’ previous country of
residence
Country of previous
residence
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
Total
316
281
278
662
804
613
301
269
252
239
Azerbaijan
-
-
-
-
-
-
-
-
-
1
Belarus
-
10
15
45
140
127
43
39
30
25
Czech Republic
-
-
-
-
2
4
1
1
1
1
Georgia
-
-
-
-
-
1
3
-
3
3
Kazakhstan
316
245
172
361
216
194
156
122
155
125
Lithuania
-
-
11
16
20
3
-
1
1
1
Latvia
-
1
1
10
-
-
-
-
-
-
Moldova
-
1
2
10
9
5
2
-
2
1
Russian Federation
-
7
8
10
36
31
11
35
32
40
Ukraine
-
15
69
210
381
245
77
56
23
27
Uzbekistan
-
2
-
-
-
2
8
15
5
14
Source: Central Statistical Office, from Ke˛pin´ska (2007: 95) According to the available fragmented data on acquisitions of Polish
nationality, naturalisation remains a limited phenomenon in Poland. In the 1990s and 2000s, the annual numbers of persons granted Pol-
ish nationality did not exceed 3,000, although the beginning of the
1990s produced a visible increase in naturalisations. For example, in
the Warsaw voivodeship, 26 and 80 applicants had been granted Polish
nationality in 199035 and 1991, respectively, whereas in 1992, the num-
ber rose to 203, with no decrease evident in subsequent years. 4.4.3
Repatriation The repatriation procedure was introduced amidst much discussion. On the one hand, speculation about thousands of people of Polish des-
cent (not always genuine) who would take advantage of the repatriation
procedure was aired in the media and in parliament. On the other
hand, virtually nobody dared to question Poland’s obligation to take
care of its exiles in faraway Asiatic republics of the former Soviet Un-
ion. The controversies surrounding repatriation influenced the final
shape of the Repatriation Act of 2000 by limiting repatriation to a very
small group of people. As a rule the repatriation procedure only applies
to persons who have lived permanently in certain Asiatic republics
prior to 2000. Thus, it is designed for those who did not manage to re-
patriate themselves in the 1940s and 1950s. The requirement that a
would-be repatriate has to be invited by an official institution or a pri-
vate person further limits the accessibility of this procedure. y
In all, during the 1997-2006 period, only 4,015 repatriation visas
were issued and 5,293 repatriates arrived via the repatriation program
(Ke˛pin´ska 2004, 2007). The actual number of people who acquired
Polish nationality through the repatriation procedure is somewhere be-
tween these two figures, since new arrivals include non-Polish mem-
bers of repatriate families. From 2001 to 2006, 2,935 people acquired
Polish nationality as repatriates. As demonstrated in Table 4.2, people
from Kazakhstan represent the majority among repatriates (based on a
count of visas issued). Residents of other former republics of the Soviet
Union are in the minority and this relationship will persist due to the
structure of the Repatriation Act. NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND 4.5
Conclusions There have been surprisingly few changes in Polish legislation on na-
tionality since 1962. The post-communist Third Republic of Poland
did not pass a new law on nationality despite expectations. All this does
not mean, however, that nothing changed at the level of practice re-
garding Polish nationality. Political attitudes also changed, a fact that is
exemplified by President Kwas´niewski’s declaration in 1998 to return
Polish nationality to those who had lost it during the communist era. In general, the characteristic feature of legislation on Polish national-
ity is discretionary power given to public officials in making decisions. Consequently, changing policy in nationality matters does not necessa-
rily require changes in the written law. At the same time, uncovering
the mechanisms of this policy in practice requires looking beyond the
written law. Even though the 1962 Act on Polish Nationality makes ac-
quisition of Polish nationality conditional only on the duration and AGATA GO´ RNY AND DOROTA PUDZIANOWSKA 142 type of an applicant’s stay in Poland, civil servants also take into ac-
count other factors referring to a foreigner’s social and cultural integra-
tion as well as his or her family and financial situation. Poles living abroad and/or returning to Poland and their right to Pol-
ish nationality were the focus of the debate on reforms to Polish na-
tionality law in the 2000s. It is important to remember that only some
of the applicants for Polish nationality are immigrants. A visible pro-
portion of new citizens – around half in the 1990s – are people who
had lost Polish nationality under communism and repatriates. This is
undoubtedly a temporary phenomenon. The proportion has already
started to decline and will continue to do so as the pool of individuals
interested in reacquiring their Polish nationality wanes and as the
number of ‘typical immigrants’ who qualify for acquisition of Polish
nationality, which is already relatively high today, gradually grows. Polish accession to the European Union boosted discussions on im-
migration to Poland in the context of the shift of the EU border to Po-
land’s eastern border. However, it did not affect the discourse on Polish
nationality, which was absent from the political and public agenda in
pre- and post-accession periods. 4.5
Conclusions This absence was probably due to the
post-communist majority in the Polish Parliament between 2001 and
late 2005, which was not eager to tackle nationality (and other) issues
pertaining to how to ‘deal with the communist past’. Works on legisla-
tion relating to nationality issues were resumed in the fifth (2005-
2007) and sixth (2007-2011) legislative periods when the post-Solidar-
ity parties had a majority in Parliament. It is, however, too early to ana-
lyse the proceedings relating to the most recent Bill on Polish National-
ity since it has not been yet discussed in Parliament. It can be also argued that another consequence of Polish accession
to the EU is the visible increase in the interest in Polish nationality
among diaspora members. The number of applications for certifica-
tion/recognition of Polish nationality submitted to Polish consulates
abroad, especially outside Europe, grew in the 2000s. In 2000, only
765 such applications were registered, whereas in 2004 their number
reached 3,807. In 2000-2002, the largest number of applications came
from Germany. In 2003, Argentina was first with 505 applications
(Centre of Migration Research 2005).36 We are certainly not talking
about acquisitions of Polish nationality, but about situations whereby
people, usually descendants of Polish emigrants, who are entitled to ci-
tizenship but are not registered citizens (not having a national registry
number and passport, possibly due to a lack of interest on their part),
take advantage of this right.37 All in all, it seems that interest in Polish nationality, which was
rather weak in the 1990s and at the beginning of the 2000s, has been
growing recently. Moreover, it is likely to further increase in light of on- NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND 143 going immigration to Poland and the fact that Polish nationality has
entailed European Union citizenship since 2004. www.dziennik-ustaw.pl
(in Polish) www.dziennik-ustaw.pl
(in Polish) www.coe.int;
www.uric.gov.pl 4.5
Conclusions Chronological list of citizenship-related legislation in Poland
Date
Legislative act
Content
Source
1920
Act on Nationality of
Poland
Regulates modes of
acquisition and loss of
Polish nationality
www.dziennik-ustaw.pl
(in Polish)
1938
Act on Deprivation of
Polish Nationality
Regulates modes of loss
of Polish nationality
www.dziennik-ustaw.pl
(in Polish)
1946
Decree Concerning
Exclusion of Persons of
German Ethnicity from
Polish Society
Defines the framework
for the exclusion and
eventual deportation of
persons of German
ethnicity living on the
Polish territory after the
Second World War
www.dziennik-ustaw.pl
(in Polish)
1946
Act on Polish Nationality
of Persons of Polish
Ethnicity Inhabiting the
Regained Territories
Defines the conditions
for entitlement to Polish
nationality for persons
living in North-Western
Poland (territories
belonging to Germany
before the Second World
War)
www.dziennik-ustaw.pl
(in Polish)
1947
Act on Polish Nationality
of Persons of Polish
Ethnicity Inhabiting the
Former City of Gdan´sk
Defines the conditions
for entitlement to Polish
nationality for persons
living in the former city
of Gdan´sk (Danzig)
www.dziennik-ustaw.pl
(in Polish)
1951
Act on Polish Nationality Regulates modes of
acquisition and loss of
Polish nationality
www.dziennik-ustaw.pl
(in Polish)
1956
Decree of the Council of
the State No. 37/56
Concerning the
Permission for German
Repatriates to Renounce
Polish Nationality
(unpublished)
Provides a fast track for
the renunciation of
Polish nationality for
people leaving for
Germany
1958
Decree of the Council of
the State No. 5/58
Concerning the
Permission for People
Leaving for Israel to
Renounce Polish
Nationality
(unpublished)
Provides a fast track for
the renunciation of
Polish nationality for
people leaving for Israel
1962
Act on Polish Nationality Regulates modes of
acquisition and loss of
www.coe.int;
www.uric.gov.pl www.dziennik-ustaw.pl
(in Polish);
www.abc.com.pl
(in Polish) www.legislationline.org www.dziennik-ustaw.pl
(in Polish);
www.abc.com.pl
(in Polish) Defines the framework
for the repatriation of
people of Polish descent
from the Asiatic
republics of the ex-USSR 2000
Ordinance of the
President of the Republic
of Poland concerning the
procedure in cases of
conferment or giving
permission to renounce
one’s Polish nationality,
as well as specimen Defines the documents
to be submitted and the
exact procedures for the
acquisition of nationality
by conferment AGATA GO´ RNY AND DOROTA PUDZIANOWSKA AGATA GO´ RNY AND DOROTA PUDZIANOWSKA 144 Date
Legislative act
Content
Source
Polish nationality
(in Polish);
www.dziennik-ustaw.pl
(in Polish);
www.abc.com.pl
(in Polish)
1997
Amendment of the Act
on Polish Nationality
Extends required time of
residence in Poland (by
five years) by introducing
the clause that only stay
on the basis of
permanent residence
permit be counted
1997
Constitution of the
Republic of Poland
(excerpts)
Protects citizenship
status: ‘A Polish citizen
shall not lose Polish
citizenship except by
renouncing it’ (art. 34.2)
www.legislationline.org
1998
Amendment of the Act
on Polish Nationality
Introduces equality in
treatment of husbands
and wives of Polish
citizens with regard to
acquisition of Polish
nationality; removes all
possibilities of losing
Polish nationality against
person’s will; makes
resignation from Polish
citizenship fully
dependent on the will of
its holder
1999
Act on Terminating the
Convention, Being
Effective in Polish-
Belarusian Relations,
between the Polish
People’s Republic
Government and the
USSR Government
Concerning the
Prevention of Cases of
Dual Nationality, signed
in Warsaw on 31 March
1965
Expresses Poland’s will
to terminate the
Convention on
Prevention of Dual
Citizenship in force
between Poland and
Belarus
www.dziennik-ustaw.pl
(in Polish);
www.abc.com.pl
(in Polish)
1999
Act on Terminating the
Convention, Being
Effective in Polish-Czech
Relations between the
Polish People’s Republic
Expresses Poland’s will
to terminate the
Convention on
Prevention of Dual
Citizenship in force
www.dziennik-ustaw.pl
(in Polish);
www.abc.com.pl
(in Polish) www.legislation.org;
www.uric.gov.pl
(in Polish);
www.dziennik-ustaw.pl
(in Polish);
www.abc.com.pl
(in Polish)
www.dziennik-ustaw.pl
(in Polish);
www.abc.com.pl
(in Polish) www.dziennik-ustaw.pl
(in Polish);
www.abc.com.pl
(in Polish) www.poland.gov.pl
(in Polish, Russian
and other languages) AGATA GO´ RNY AND DOROTA PUDZIANOWSKA AGATA GO´ RNY AND DOROTA PUDZIANOWSKA 146 Date
Legislative act
Content
Source
certificates and
applications
2001
Amendment of the Act
on Polish Nationality
Introduces changes
relating to registration of
acquisitions and losses
of Polish nationality;
removes rules applying
to repatriation procedure
2003
Amendment of the Act
on Polish Nationality
Introduces procedural
changes
2005-2007 Amendments of the Act
on Polish Nationality
Introduce minor changes
resulting partly from the
accession of Poland to
the EU
2007
Act on Polish Ethnicity
Card
Defines the conditions
for entitlement to the
Polish Ethnicity Card;
introduces certain
benefits to members of
Polish kin-minorities in
fifteen post-Soviet states
including easier access
to the labour market and
some educational,
cultural and health
benefits
www.poland.gov.pl
(in Polish, Russian
and other languages) NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND 145 Date
Legislative act
Content
Source
on Dual Nationality,
signed in Warsaw on 17
May 1965
1999
Act on Terminating the
Convention between the
Polish People’s Republic
and the Mongolian
People’s Republic
Concerning Regulations
on Dual Nationality,
signed in Ulan Bator on
23 May 1975
Expresses Poland’s will
to terminate the
Convention on
Prevention of Dual
Citizenship in force
between Poland and
Mongolia
www.dziennik-ustaw.pl
(in Polish);
www.abc.com.pl
(in Polish)
1999
Act on Terminating the
Convention, Being
Effective in Polish-Slovak
Relations between the
Polish People’s Republic
and the Czechoslovak
Socialistic Republic
Concerning Regulations
on Dual Nationality,
signed in Warsaw on 17
May 1965
Expresses Poland’s will
to terminate the
Convention on
Prevention of Dual
Citizenship in force
between Poland and
Slovakia
www.dziennik-ustaw.pl
(in Polish);
www.abc.com.pl
(in Polish)
1999
Act on Terminating the
Convention, Being
Effective in Polish-
Ukrainian Relations,
between the Polish
People’s Republic
Government and the
USSR Government
Concerning Prevention of
Cases of Dual
Nationality, signed in
Warsaw on 31 March
1965
Expresses Poland’s will
to terminate the
Convention on
Prevention of Dual
Citizenship in force
between Poland and
Ukraine
www.dziennik-ustaw.pl
(in Polish);
www.abc.com.pl
(in Polish)
2000
Repatriation Act
Defines the framework
for the repatriation of
people of Polish descent
from the Asiatic
republics of the ex-USSR
www.legislation.org;
www.uric.gov.pl
(in Polish);
www.dziennik-ustaw.pl
(in Polish);
www.abc.com.pl
(in Polish)
2000
Ordinance of the
President of the Republic
of Poland concerning the
procedure in cases of
conferment or giving
permission to renounce
one’s Polish nationality,
as well as specimen
Defines the documents
to be submitted and the
exact procedures for the
acquisition of nationality
by conferment
www.dziennik-ustaw.pl
(in Polish);
www.abc.com.pl
(in Polish) Defines the documents
to be submitted and the
exact procedures for the
acquisition of nationality
by conferment 4
Act on Nationality of Poland, Journal of Law 44, 1920, 44. Notes 1
It is beyond the scope of this chapter to discuss the complex relation between
ethnicity and nationality/citizenship. Though following, for example, Thomas
Hylland Eriksen (1999: 35), it is worth mentioning that the distinguishing mark of
nationalism (when talking about nationality he refers to nationalism) is by definition
its relation to the state. A nationalist holds that political boundaries should be
coterminous with cultural boundaries, whereas many ethnic groups do not demand
command over the state. 1
It is beyond the scope of this chapter to discuss the complex relation between
ethnicity and nationality/citizenship. Though following, for example, Thomas
Hylland Eriksen (1999: 35), it is worth mentioning that the distinguishing mark of
nationalism (when talking about nationality he refers to nationalism) is by definition
its relation to the state. A nationalist holds that political boundaries should be
coterminous with cultural boundaries, whereas many ethnic groups do not demand
command over the state. 2
Repatriation Act, Journal of Law 160, 2000, 1118. 2
Repatriation Act, Journal of Law 160, 2000, 1118. 3
Act on the Polish Ethnicity Card, Journal of Law 180, 2007, 1280. In the official Eng-
lish translation, the Polish Ethnicity Card is sometimes called the ‘Polish Charter’
and there can be nothing more misleading. It is important to note that the Polish
Ethnicity Card in the title of the act refers to the document that is issued under the
act to certain subjects who are not Polish citizens, but are citizens of certain states
entitled to certain privileges within Polish territory. The card thus does not ascertain
the identity of the subject and can be compared to a student card inasmuch as it
serves as proof of certain entitlements under the act. In its symbolic function, the
card is deemed to ascertain that its holder ‘belongs to the Polish Nation’ defined in
ethnic terms in this statute (art. 3). 4
Act on Nationality of Poland, Journal of Law 44, 1920, 44. NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND Moreover, some of them remained not only in Poland but also in various
Polish political structures. p
16 Act on Polish Nationality, Journal of Law 28, 2000, 353 (version including amend-
ments). 16 Act on Polish Nationality, Journal of Law 28, 2000, 353 (version including amend-
ments). 17
Constitution of the Republic of Poland, Journal of Law 78, 1997, 483. 17
Constitution of the Republic of Poland, Journal of Law 78, 1997, 483. 18
Ordinance of the President of the Republic of Poland concerning the procedure in
cases of conferment or giving permission to renounce one’s Polish nationality, as
well as specimen certificates and applications, Journal of Law 18, 2000, 231. 18
Ordinance of the President of the Republic of Poland concerning the procedure in
cases of conferment or giving permission to renounce one’s Polish nationality, as
well as specimen certificates and applications, Journal of Law 18, 2000, 231. 19 They include conventions signed with the Soviet Union (1965), Czechoslovakia
(1965), Bulgaria (1972), Mongolia (1975) and the German Democratic Republic
(1975) (Albiniak & Czajkowska 1996). 19 They include conventions signed with the Soviet Union (1965), Czechoslovakia
(1965), Bulgaria (1972), Mongolia (1975) and the German Democratic Republic
(1975) (Albiniak & Czajkowska 1996). ( 975) (
j
99 )
20 At the time of writing, only the Ukrainian government has not ratified the
termination of the convention. 20 At the time of writing, only the Ukrainian government has not ratified the
termination of the convention. 21
This is a guiding principle for the legislature, meaning that the preference in the
nationality regime should be given to the ius sanguinis principle and that other
principles should only play an auxiliary role. 22 This refers only to automatic change of nationality as a consequence of marriage. Polish nationality law does provide for facilitated naturalisation of foreign spouses of
Polish nationals. 23
It should be noted that these conditions are defined differently in the recently
adopted Act on the Polish Ethnicity Card. 24 These are: 1) a permit to settle (zezwolenie na osiedlenie sie˛); 2) a long-term resident’s
EC residence permit (zezwolenie na pobyt rezydenta długoterminowego Wspo´lnot Eur-
opejskich) as defined in the Act on Aliens (arts. NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND 147 Act on Polish Nationality, Journal of Law 5, 1951, 5
Act on Polish Nationality, Journal of Law 5, 1951, 25. Act on Polish Nationality, Journal of Law 10, 196 7
Act on the Exclusion of Persons of German Ethnicity from the Polish Society, Journal
of Law 66, 1946, 404. 7
Act on the Exclusion of Persons of German Ethnicity from the Polish Society, Journal
of Law 66, 1946, 404. 8
The exclusion involved forced resettlement from the Polish territory and the loss of
property in Poland. 8
The exclusion involved forced resettlement from the Polish territory and the loss of
property in Poland. 9
To be positively verified as Polish, a person had to prove his or her coming from a
Polish family and express his or her desire to belong to the Polish nation. 10 Act on Polish Nationality of Persons of Polish Ethnicity Inhabiting the Regained
Territories, Journal of Law 15, 1946, 106. 11
Act on Polish Nationality of Persons of Polish Ethnicity Inhabiting the Former Free
City of Gdan´sk, Journal of Law 65, 1947, 378. 12
Decree of the Council of the State No. 37/56 of 1956 Concerning t
German Repatriates to Renounce Polish Nationality, (unpublished). 12
Decree of the Council of the State No. 37/56 of 1956 Concerning the Permission for
German Repatriates to Renounce Polish Nationality, (unpublished). 13
Decree of the Council of the State No. 5/58 of 1958 Concerning the P
People Leaving for Israel to Renounce Polish Nationality, (unpublished) 13
Decree of the Council of the State No. 5/58 of 1958 Concerning the Permission for
People Leaving for Israel to Renounce Polish Nationality, (unpublished). 14
In fact, few people took advantage of this procedure, as there were no appropriate
guidelines for its implementation. 14
In fact, few people took advantage of this procedure, as there were no appropriate
guidelines for its implementation. 15
It would be an oversimplification to look for origins of that action only in the anti-
Semitic attitudes of the Polish elites and society. Not all Jews were forced to leave
Poland. Moreover, some of them remained not only in Poland but also in various
Polish political structures. 15
It would be an oversimplification to look for origins of that action only in the anti-
Semitic attitudes of the Polish elites and society. Not all Jews were forced to leave
Poland. AGATA GO´ RNY AND DOROTA PUDZIANOWSKA 148 26 Attachment to the Ordinance of the President of the Republic of Poland concerning
the procedure in cases of conferment or giving the permit to resign from Polish
nationality and specimen certificates and applications, Journal of Law 18, 2000, 231. 26 Attachment to the Ordinance of the President of the Republic of Poland concerning
the procedure in cases of conferment or giving the permit to resign from Polish
nationality and specimen certificates and applications, Journal of Law 18, 2000, 231. 27 The study on positive and negative decisions on applications for Polish nationality in
the Warsaw voivodship in 1989-1998 shows that Polish origins may influence a
positive decision on nationality (Go´rny 2001). 28 Cf. the resolution of the Highest Administrative Court of 9 November 1998, OPD 4/
98, ONSA 1999, book 1, item 6. 29 Art. 11 ECN requires that decisions relating to the acquisition, retention, loss,
recovery or certification of nationality contain reasons in writing; while art. 12
demands that these decisions be left open to an administrative or judicial review. Poland has signed, but not yet ratified the ECN. 30 Judgment of 28 December 1994, V SA 1507/94; see Mincer-Jas´kowska 1996. 31
Act on the Polish Ethnicity Card, Journal of Law 180, 2007, 1280. 32
They had not expressed their will to decline Polish nationality (deprivation on the
basis of the Act of 1920) or they were ‘forced’ to relinquish Polish nationality
(deprivation on the basis of the Acts of 1951 and 1962). 33
Data from regional departments for 1997 were collected in one ad hoc action. For
2002-2006, we do not have exact data on the acknowledgement and marriage
procedures but only on the total for all three procedures. Moreover, we have separate
data only for the conferment procedure, but not for the years 2005-2006. 34 The database of 1,483 applicants, among whom 1,314 were granted Polish nationality,
was compiled on the basis of personal data files. 35
The number for 1990 may be slightly underestimated, as files were checked
according to the year of application. We started from 1989 and it is likely that
somebody applying prior to 1989 and who received Polish nationality in 1990 was
not registered in our database. 36 By 18 November 2004, 259 applications had been submitted in Argentina. AGATA GO´ RNY AND DOROTA PUDZIANOWSKA 37
Data collected by Agnieszka Weinar in the research project entitled ‘New Poles, new
Europeans – dual nationality among descendants of Polish emigrants in Argentina’. NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND 64, 65); and 3) right of permanent re-
sidence (prawo stałego pobytu) as defined in the Act on the Entry into, Residence in
and Exit from the Republic of Poland of Nationals of the European Union Member
States and their Family Members (Journal of Law 144, 2006, 1043). 24 These are: 1) a permit to settle (zezwolenie na osiedlenie sie˛); 2) a long-term resident’s
EC residence permit (zezwolenie na pobyt rezydenta długoterminowego Wspo´lnot Eur-
opejskich) as defined in the Act on Aliens (arts. 64, 65); and 3) right of permanent re-
sidence (prawo stałego pobytu) as defined in the Act on the Entry into, Residence in
and Exit from the Republic of Poland of Nationals of the European Union Member
States and their Family Members (Journal of Law 144, 2006, 1043). 25
In some cases, the period after which a permanent residence permit may be
acquired is longer. For example, for people who have been granted subsidiary
protection it is seven years, which means that to be eligible for naturalisation such a
person has to wait at least twelve years (art. 64 of the Act on Aliens, Journal of Law
128, 2003, 1175). 25
In some cases, the period after which a permanent residence permit may be
acquired is longer. For example, for people who have been granted subsidiary
protection it is seven years, which means that to be eligible for naturalisation such a
person has to wait at least twelve years (art. 64 of the Act on Aliens, Journal of Law
128, 2003, 1175). AGATA GO´ RNY AND DOROTA PUDZIANOWSKA Stola, D. (2000), Kampania antysyjonistyczna w Polsce 1967-1968. Warsaw: ISP PAN. Bibliography Albiniak, M. & A. Czajkowska (1996), Przepisy o obywatelstwie polskim 1919-1995. Torun´:
Wydawnictwo ‘Dom Organizatora’. Centre of Migration Research, Warsaw University, Centre for International Relations
(2005), ‘Wzrost liczby wniosko´w o potwierdzenie polskiego obywatelstwa’, Biuletyn
Migracyjny 1. www.migration-news.uw.edu.pl. Eriksen, T.H. (1999), ‘Ethnicity, race and nation’, in M. Guibernau & J. Rex (eds.), The
Ethnicity Reader: Nationalism, Multiculturalism and Migration, 33-42. Cambridge: Po-
lity Press. Go´rny, A. (2001), ‘Polish citizenship in relation to concepts of integration and transna-
tionalism’, in J.W. Dacyl (ed.), Challenges of cultural diversity in Europe, 217-253. Stock-
holm: Centre for Research in International Migration and Ethnic Relations. Go´rny, A., A. Grzymała-Kazłowska, P. Korys´ & A. Weinar (2003), ‘Multiple citizenship in
Poland’, ISS UW Working Papers, Migration Series 53. www.migracje.uw.edu.pl. Go´rny, A., A. Grzymała-Kazłowska, P. Korys´ & A. Weinar (2007), ‘Selective tolerance? Regulation, practice and discussion regarding dual nationality in Poland’, in T. Faist
(ed.), Dual Citizenship in Europe: From Nationhood to Societal Integration, 147-169. Avebury: Ashgate. NATIONALITY REGULATIONS AND THEIR IMPLEMENTATION IN POLAND 149 Jagielski, J. (1998), Obywatelstwo polskie. Zagadnienia podstawowe. Warsaw: Wydawnictwa
Prawnicze. Jagielski, J. (1998), Obywatelstwo polskie. Zagadnienia podstawowe. Warsaw: Wydawnictwa
Prawnicze. Jagielski, J. (2000), ‘Podstawowe instytucje oraz kierunki zmian polskiego prawa o oby-
watelstwie’, Newsletter of the Information Office of the Council of Europe 4-5: 98-108. Jagielski, J. (2000), ‘Podstawowe instytucje oraz kierunki zmian polskiego prawa o oby-
watelstwie’, Newsletter of the Information Office of the Council of Europe 4-5: 98-108. 5 9
Jagielski, J. & Pudzianowska, D. (2008), Komentarz do Ustawy o Karcie Polaka. Warsaw:
Wolters Kluwer. Ke˛pin´ska, E. (2004), ‘Recent trends in international migration. The 2004 SOPEMI Report
for Poland’, ISS UW Working Papers, Migration Series 56. www.migracje.uw.edu. pl. Ke˛pin´ska, E. (2007), ‘Recent trends in international migration. The 2007 SOPEMI Report
for Poland’, ISS UW Working Papers, Migration Series 29/87. www.migracje.uw.edu.pl. Łodzin´ski, S. (1998), ‘Polish citizenship – ethnic boundaries and the issue of citizenship
in Polish society’, in B. Balla & A. Sterbling (eds.), Ethnicity, nation and culture. Cen-
tral and East European Perspectives, 149-164. Hamburg: Kramer. Mincer-Jas´kowska, M. (1996), ‘Glosa do wyroku NSA z 28 grudnia 1994, V SA 1507/94’,
Orzecznictwo Sa˛do´w Polskich 7-8: item 131. 7
3
Ramus, W. (1968), Prawo o obywatelstwie polskim. Warsaw: Wydawnictwo Prawnicze Schuck, P. (2002), ‘Plural citizenships’, in R. Hansen & P. Weil (eds.), Dual Nationality,
Social Rights and Federal Citizenship in the US and Europe, 61-100. New York: Berghan
Books. Stola, D. Bibliography (2000), Kampania antysyjonistyczna w Polsce 1967-1968. Warsaw: ISP PAN. 5
Kin-state responsibility and ethnic citizenship:
The Hungarian case Ma´ria M. Kova´cs and Judit To´th The preference for the naturalisation of ethnic Hungarians has been
considered a counterbalance to the troubled history of a nation artifi-
cially split among various states and as a tool for preserving cultural
identity in the twentieth century. The principle of ethnicity has been
observed directly in nationality legislation and migration law through
regulations for visa, residence and employment permits, and asylum
status (To´th 1995). Due to the ideology of a ‘threatened Hungarian eth-
nic identity’ the relationship between the social and economic integra-
tion of migrants, migration law, naturalisation and citizenship has
never been publicly discussed (Fullerton, Sik & To´th 1997). Hungarian
authorities need not give reasons for refusing an application for natura-
lisation and there is no legal remedy against a negative decision. This
is justified by referring to the sovereign power of the state and, in cases
of rejection, by a presumption of the applicants’ missing ethnic and
cultural ties to Hungary. An extension of preference in naturalisation
to European Union citizens was smoothly passed in 2003, partly be-
cause of the supposed ethnic proximity of applicants in adjacent
states.1 Provisions supportive of family unity in nationality law are
widely accepted and so are the discretionary powers in naturalisation
proceedings that determine who is to be allowed to join this rather
homogeneous society (To´th 2005). On the other hand, there are some contentious components of the
nationality regulations in contemporary Hungary. –
Naturalisation and its precondition, the authorisation of permanent
residence, are criticised as being too time-consuming and expen-
sive, and the requirements for documentation as too bureaucratic. In other words, ethnic Hungarians, being the largest group of appli-
cants, do not see themselves as preferential beneficiaries when it
comes to the attitude of the authorities or to procedural provisions. –
Moreover, certain privileges of Hungarian citizenship were extended
to EU nationals and migrants under the scope of Community law
in the accession process (To´th 2004a). p
(
4 )
–
The role of naturalisation in the process of migrant integration has
been unclear. While the applicant is required to be highly integrated
in a cultural, economic and social sense, integration programmes MA´ RIA M. KOVA´ CS AND JUDIT TO´ TH 152 do not exist at all, which means that integration can only be
achieved by individual effort. 5
Kin-state responsibility and ethnic citizenship:
The Hungarian case The applicant must also not endanger
public order and is investigated in this regard in various ways. –
Nationality as a basket of various rights and obligations is basically
considered by the general public as a historical, cultural, ethnic and
emotional issue without awareness of its existing legal and norma-
tive status and its neutral significance in a democratic rule-of-law
system. For this reason, public opinion is strongly divided into ‘nor-
mativists’ and ‘nation builders’, representing different standpoints
concerning voting rights, principles for the acquisition of national-
ity, dual citizenship and never-ending citizenship for emigrants in
the diaspora. p
–
As for ethnic Hungarians, the right to have the family and given
name and the name of the applicants’ prior place of residence and
birthplace in their original ethnic language was finally introduced
in amendments related to the naturalisation and registry process.2
This causes certain confusion in the registration of foreigners and
nationals since registration is, in theory, based on the authenticity
and unaltered nature of existing identity documents. Moreover, this
right is exclusively reserved for ethnic Hungarians; it does not apply
to the non-Hungarian version of names of, for instance, naturalised
refugees or stateless migrants belonging to a linguistic minority,
which would be registered in the dominant language in their coun-
tries of origin. –
As for ethnic Hungarians, the right to have the family and given
name and the name of the applicants’ prior place of residence and
birthplace in their original ethnic language was finally introduced
in amendments related to the naturalisation and registry process.2
This causes certain confusion in the registration of foreigners and
nationals since registration is, in theory, based on the authenticity
and unaltered nature of existing identity documents. Moreover, this
right is exclusively reserved for ethnic Hungarians; it does not apply
to the non-Hungarian version of names of, for instance, naturalised
refugees or stateless migrants belonging to a linguistic minority,
which would be registered in the dominant language in their coun-
tries of origin. 5.1
History of Hungarian policies on nationality since 1945 Although the first Act on Hungarian Nationality (1879) became in-
creasingly restrictive through amendments adopted during wars, its ius
sanguinis principle has remained dominant up to the present day. This
Act was in force until 1948. The history of Hungarian policies on na-
tionality since 1945 can be divided into the following periods: 1945-1948: The Armistice Agreement concluded in Moscow (1945)3
annulled all the modifications of nationality that had come about as a
result of the territorial changes of the Hungarian state between 1939
and 1945. Millions of former Hungarian citizens who ended up under
the jurisdiction of neighbouring states lost their Hungarian nationality. The Peace Agreement fixed the borders of the Hungarian state along
the frontiers as they had existed on the last day before the war began.4
Between 1945 and 1948 temporary regulations on nationality consid-
ered all those residing in Hungary in 1945 as nationals except for those
holding the nationality of another state. Bilateral agreements on popu-
lation exchange initiated by Czechoslovakia and the expulsion of Ger- KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE 153 mans resulted in the deprivation of nationality for those falling under
these measures.5 Individuals who had not returned to Hungary follow-
ing the conclusion of the war were deprived of their citizenship and,
between 1946 and 1948, their property was confiscated.6 Finally, the ci-
tizenship status of communists who had fled Hungary during the in-
terwar years was settled.7 y
1948-1956: In 1946 a reform of the legal status and civil rights of
children born out of wedlock established their full equality,8 but only
the new Act on Hungarian Nationality of 19489 provided a coherent le-
gal framework for the acquisition of nationality through changes in fa-
mily and personal status. The Act provided for the equal treatment of
children born out of wedlock and stipulated that all nationals residing
abroad should be registered, without, however, creating techniques for
registration in the absence of consular relations. The Act recognised
the pending Hungarian nationality of undocumented persons who had
been residing in Hungary for a given number of years. 5.1
History of Hungarian policies on nationality since 1945 1956-1989: This period witnessed the emancipation of spouses on
the basis of the New York Convention of 1957 on married women,10
the principles of which were inserted into the third Act on Nationality
adopted in 1957.11 The executive rules of the Act were not published
and were implemented by confidential order, such as the one requiring
emigrants to renounce their nationality and social insurance rights. Following the 1956 revolution and the mass emigration it triggered, a
broad amnesty was proclaimed for returnees and a registry of nationals
permanently abroad was established.12 1989-1993: After 1989, Hungary started reforms to establish the rule
of law and constitutionalism. In 1989 the prohibition of deprivation of
nationality was regulated in the modified Constitution.13 At the same
time the nationality of expatriate nationals who had been deprived of
their nationality arbitrarily was restored upon request.14 The Geneva
Convention of 195115 inspired the preferential naturalisation of refugees
that was inserted into the nationality law. The fourth Act on Nationality
passed in 1993 made preconditions for naturalisation more restrictive
but preferences based on ethnic and family ties were intended to com-
pensate for this.16 Between 1989 and 1993 Hungary terminated bilat-
eral agreements with former socialist states that excluded dual citizen-
ship. 1994-2005: This period is marked by Hungary’s accession efforts to
the EU and by political debates on the status of ethnic Hungarians liv-
ing outside Hungary’s borders. During this time the Act on Nationality
was amended three times,17 due to the ratification of the European
Convention on Nationality (1997) and the UN Convention on Stateless
Persons (1954).18 Eligibility for preferential naturalisation was extended
to EU citizens and a super-preference was adopted in favour of ethnic 154 MA´ RIA M. KOVA´ CS AND JUDIT TO´ TH Hungarians in the shadow of the upcoming Schengen restrictions
(To´th 2003). In the period under discussion there were three major breaks in ba-
sic principles. Although from 1879 onwards Hungary tolerated multi-
ple nationality, between 1946 and 1989 the main rule was the exclu-
sion of dual citizenship through bilateral agreements with socialist
states. Mixed couples had to choose one of their nationalities for their
child. After 1989, the modified Constitution abolished the arbitrary de-
privation of nationality. International principles of human rights rele-
vant to nationality were inserted into the law, while a growing circle of
preferences was defined as a core element of domestic legislation. KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE 155 unity (with respect to legal status) by various preferences for the natur-
alisation of spouses and (adopted) minors. Refugees and stateless per-
sons are also given priority for admission to citizenship. Hungarian
regulations are special in granting preferential treatment to persons
who are former Hungarian nationals and to ethnic Hungarians in the
process of acquiring citizenship. p
q
g
p
Hungary tolerates multiple citizenship, and the state strives to create
rules and enter into agreements to avoid conflicts between different le-
gal systems. A person acquiring Hungarian nationality by naturalisa-
tion need not renounce his or her prior citizenship. The circle of bilat-
eral agreements and the European Convention regulate several legal
relationships with respect to persons of multiple citizenship (e.g. with
regard to military service or taxation). Furthermore, those having an-
other citizenship are entitled to the same rights and obligations in the
territory of Hungary as other nationals, with the exception of employ-
ment in the police or security services (To´th 2004b). On the other
hand, the principle of genuine link19 requires a factual, effective and
close relationship between Hungary and the applicant for naturalisa-
tion or other modes of acquiring citizenship, regardless of his or her
existing other citizenship. However, for those in possession of Hungar-
ian nationality and living abroad the genuine and effective link to Hun-
gary is irrelevant. Since 1929, millions of (lawful) emigrants and their
descendants have preserved their Hungarian nationality despite acquir-
ing a second or third nationality, and despite the absence of close rela-
tions, or cultural and ethnic affiliation to Hungary. Hungarian citizenship shall be certified with a valid document (iden-
tity card, passport, citizen’s certificate). In case of doubt it will need to
be either attested by the authorities or a certificate issued. Upon re-
quest, the responsible minister issues a certificate on the existence of
citizenship or its cessation, or verifies that the person concerned has
never been a Hungarian national. The certificate is valid for one year
from the date of issuance. The certificate’s contents may be contested
before the Municipal Court by the person concerned, his or her lawful
representative, the public prosecutor as well as the person’s guardian.20 p
p
p
p
g
The regulatory principles and essence of the citizenship system in
Hungary are in harmony with international legal norms. KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE Hungary is a
signatory to all important conventions that define the framework of the
development of the law. However, some shortfalls in procedural guaran-
tees are still apparent. 5.2.2
Current modes of acquisition and loss of nationality 5.2.1
Current principles in nationality legislation The Constitution contains a guarantee relating to citizenship, i.e. the
prohibition of its arbitrary deprivation (art. 69). Other rules are to be
settled in legislation to be adopted by a two-thirds voting majority. The
two-thirds rule, however, does not apply to the ratification of interna-
tional agreements on citizenship. The Nationality Act ensures the equality of rights of citizens. It guaran-
tees that all citizens have identical legal standing irrespective of the le-
gal title of acquisition of citizenship. The 1997 European Convention
on Nationality obliges participating states to refrain from discrimina-
tion between their citizens, whether they are nationals by birth or have
acquired nationality subsequently. Discrimination is forbidden among Hungarian nationals, irrespective
of the legal title under which their citizenship was granted. The Act
contains only one exception with regard to withdrawal of citizenship
which only applies to citizens by naturalisation. The right to change citizenship is also included in the Nationality Act. Withdrawal of citizenship is an exception. The more common proce-
dure is renunciation by a person who lives abroad and thus would pre-
sumably not become stateless. Measures aimed at the prevention of sta-
telessness restrict the right of the individual to self-determination and
the sovereignty of the state in accordance with the conventions of the
UN and the European Convention. The only legitimate reason for the
withdrawal of citizenship is if it was acquired in a manifestly fraudu-
lent manner. Moreover, in the case of renunciation the person must
prove that he or she has obtained another citizenship. Domestic law ensures the granting of citizenship at birth by descent
(ius sanguinis) while ius soli is applied as an auxiliary principle for
abandoned or stateless children. The Act on Nationality supports family KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE 5.2.2
Current modes of acquisition and loss of nationality There are seven legal titles of acquisition of Hungarian nationality with
different requirements: 156 MA´ RIA M. KOVA´ CS AND JUDIT TO´ TH 1. The child of a Hungarian national obtains Hungarian citizenship
by birth (ius sanguinis) regardless of the place of birth. 1. The child of a Hungarian national obtains Hungarian citizenship
by birth (ius sanguinis) regardless of the place of birth. 1. The child of a Hungarian national obtains Hungarian citizenship
by birth (ius sanguinis) regardless of the place of birth. 2. The child of a stateless immigrant in possession of a permanent re-
sidence permit or an abandoned child of unknown parents shall be
considered as a Hungarian national unless or until this presump-
tion is rebutted (e.g. when he or she obtains a foreign citizenship
due to the clarification of his or her parent’s identity and national-
ity). There is no time limit for rebuttal; presumption of Hungarian
nationality on the basis of ius soli is therefore conditional. 2. The child of a stateless immigrant in possession of a permanent re-
sidence permit or an abandoned child of unknown parents shall be
considered as a Hungarian national unless or until this presump-
tion is rebutted (e.g. when he or she obtains a foreign citizenship
due to the clarification of his or her parent’s identity and national-
ity). There is no time limit for rebuttal; presumption of Hungarian
nationality on the basis of ius soli is therefore conditional. y
3. Hungarian nationality of exiled nationals who were deprived of
their nationality between 1945 and 1990 shall be restored upon re-
quest. A declaration addressed to the President of the State rein-
states the nationality of the exiled national immediately when it is
made. Acquisition of nationality is also possible by declaration in
case the applicant was born in Hungary and has not acquired an-
other nationality through his or her parent by birth, provided that
at the time of the person’s birth he or she resided in Hungary, he or
she has lived without interruption in Hungary for a period of at
least five years by the time of submission of the declaration and he
or she is not older than nineteen years. Another ground for acquisi-
tion applies if the applicant was born from a Hungarian national
mother and a foreign father before 1 October 1957 and did not be-
come a Hungarian national by birth. 5.2.2
Current modes of acquisition and loss of nationality L
The permanent residence requirement is reduced to five years if
the applicant was born on Hungarian territory or has established
residence in Hungary before reaching legal age or is stateless. L
The permanent residence requirement is reduced to three years,
if the applicant has been married to a citizen for three years, or
he or she has a minor child who is a Hungarian citizen, or if the
applicant has been adopted by a Hungarian citizen or is an offi-
cially recognised refugee. y
g
g
L
There is a permanent residence requirement if any of the appli-
cant’s ascendants was a Hungarian national and he or she de-
clares himself or herself to be an ethnic Hungarian. The permanent residence requirement can also be waived L
in the case of the extension of naturalisation to a minor child,
i.e. if the applicant is a minor and his or her application was sub-
mitted along with that of a parent who qualifies for naturalisa-
tion, L
if the applicant is a minor and has been adopted by a Hungarian
citizen, L
if the President of the State or the Minister of Foreign Affairs de-
termines that the applicant’s naturalisation is of ‘overriding inter-
est’ to the Republic of Hungary (for instance, if he or she is a
top-level artist, athlete, or scientist). The proven means of stable
livelihood and residence of the applicant can also be waived by
the President of the State. 7. Requirements for re-naturalisation include a permanent residence
permit of the applicant whose nationality has ceased, a clean crim-
inal record and no current criminal proceedings, proven means of
stable livelihood and residence in Hungary, and the assurance that
his or her naturalisation does not violate Hungarian national inter-
ests. 5.2.2
Current modes of acquisition and loss of nationality y
3. Hungarian nationality of exiled nationals who were deprived of
their nationality between 1945 and 1990 shall be restored upon re-
quest. A declaration addressed to the President of the State rein-
states the nationality of the exiled national immediately when it is
made. Acquisition of nationality is also possible by declaration in
case the applicant was born in Hungary and has not acquired an-
other nationality through his or her parent by birth, provided that
at the time of the person’s birth he or she resided in Hungary, he or
she has lived without interruption in Hungary for a period of at
least five years by the time of submission of the declaration and he
or she is not older than nineteen years. Another ground for acquisi-
tion applies if the applicant was born from a Hungarian national
mother and a foreign father before 1 October 1957 and did not be-
come a Hungarian national by birth. 4. Presumptive paternity ensures nationality by law for a child born
out of wedlock if a parent who declares paternity or a judgement re-
cognises paternity/maternity, or if the parents marry subsequently
(family law facts). 5. Upon request the restitution of citizenship is ensured if the appli-
cant could not obtain a new citizenship within one year of his or
her renunciation of Hungarian citizenship. 6. Naturalisation implies a long procedure and is conditional on var-
ious preconditions. Basic, non-preferential cases of naturalisation
shall meet all of the following requirements: L
permanent residence in Hungary for eight years in possession of
a permanent residence permit or EEA citizens’ residence permit, L
clean criminal record and no current criminal proceedings, L
proven means of stable livelihood and residence in Hungary, L
naturalisation must not violate national interest of the state, and L
successful examination taken on basic constitutional issues in
the Hungarian language. If the applicant attended a Hungarian
language primary or secondary school or university either in
Hungary or in another state, he or she is exempt from the exam. The requirements for preferential naturalisation differ from basic
ones as follows: KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE 157 L
The permanent residence requirement is reduced to five years if
the applicant was born on Hungarian territory or has established
residence in Hungary before reaching legal age or is stateless. 5.3.1
The Hungarian Status Law and the referendum on dual citizenship Minority protection for ethnic Hungarians and nation building has in-
spired debate in contemporary Hungary. There are numerous ramifica-
tions of the political discussions on legal development but we will
describe only two aspects briefly here and give a concrete example in
order to highlight the interrelations between nationality law, migration
law, external relations, European integration and nation building. p
g
g
Although the list of states and criteria for visa obligations became part
of Community control, bilateral agreements on visa-free travelling were
maintained up to Hungary’s accession to the EU. Issuing visas, includ-
ing a national visa (in the terminology of the Schengen regime), has
just been reformed in favour of Hungarian minorities living in adja-
cent third countries. In 2006 a visa allowing its holder to stay in Hun-
gary and a multi-entry visa for ethnic Hungarian visitors has been in-
troduced. This visa may be issued for five years to a foreign applicant
who is capable of sustaining himself or herself, and wishes to use his
or her stay in Hungary for practising the Hungarian language and cul-
tural activities. Under this visa, employment or study in Hungary is
not allowed. The text of the visa agreements is neutral but there are
plans to reform them to reflect certain ethno-national priorities towards
Romania, Ukraine and Serbia-Montenegro.21 In brief, the visa policy
intends to secure the possibility for individuals belonging to the Hun-
garian external kin-minorities to freely visit and enter Hungary in order
to compensate for Community law and security requirements (To´th
2004b). The Act on Benefits for Ethnic Hungarians living in Neighbouring
States of Hungary (usually called the Status Law) was adopted in 2001
after stormy political debates. It introduced a specific certificate for eth-
nic Hungarians living in Slovakia, Romania, Ukraine, Slovenia, Serbia-
Montenegro and Croatia. Because of constitutional inconsistency and
international protests (Ka´ntor 2004), the law was modified in 2003
ending some of the individual benefits (employment, social insurance
and public health) that were available in Hungary to holders of the
Ethnic Hungarian Certificate (identity card).22 In December 2004, an-
other support system (Homeland Fund) for community building was
adopted.23 Naturally, this set of direct ethnically-based assistance by dia-
spora law (To´th 2000) can legalise and inspire migratory movements
toward Hungary. Loss of nationality shall be based on Loss of nationality shall be based on Loss of nationality shall be based on 1. Renunciation: A national residing abroad may renounce his or her
nationality if he or she possesses another nationality or relies on
the probability of its acquisition. 2. Withdrawal: Hungarian nationality may be withdrawn only if a per-
son who has acquired nationality by naturalisation has violated the
law on nationality, in particular by misleading the authorities by
submitting false data or omitting data or facts. In practice, however,
there have not been actual cases in which this provision would have
been applied to persons that would have become stateless as a re-
sult. Ten years after naturalisation, Hungarian nationality may no
longer be withdrawn. 158 MA´ RIA M. KOVA´ CS AND JUDIT TO´ TH 5.3.1
The Hungarian Status Law and the referendum on dual citizenship On 5 December 2004, Hungary held a referendum on whether it
should offer Hungarian citizenship to Hungarians living outside the
borders of the Hungarian state.24 The novel aspect of the proposal was
not the introduction of dual citizenship itself, since the option of ob- KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE 159 taining a Hungarian second citizenship had long been available for per-
manent residents within the country. The innovation would have been
to remove all residency requirements from the pre-conditions for ob-
taining a Hungarian second citizenship. Ethnic Hungarians in neigh-
bouring states, and possibly living elsewhere, were to be granted the
opportunity of obtaining Hungarian citizenship merely by declaring
themselves as of Hungarian linguistic affiliation, at a Hungarian con-
sular office, or if they hold a Hungarian Certificate, confirming their
Hungarian nationality. The proposal was thus directed at external co-
ethnic minorities living in neighbouring states and at members of the
Hungarian diaspora elsewhere in the world. g
The text of the referendum question was as follows: ‘Do you think
that Parliament should pass a law allowing Hungarian citizenship with
preferential naturalization to be granted to those, at their request, who
claim to have Hungarian nationality, do not live in Hungary and are
not Hungarian citizens, and who prove their Hungarian nationality by
means of a ‘‘Hungarian Identity Card’’ issued pursuant to Article 19 of
Act LXII of 2001 or in another way to be determined by the law which
is to be passed?’25 Although the referendum question left the criteria of eligibility open
for future lawmaking, an approximation of potentially eligible clai-
mants can be made on the basis of the size of the Hungarian popula-
tion in the neighbouring states numbering around three million.26 As-
suming that the majority of those made eligible by the reform would
actually claim citizenship, the proportions of the resulting change
would exceed the growth of Germany’s citizenry after unification, but
of course, without the corresponding territorial enlargement. This then
points to the second specificity of the Hungarian situation, namely that
the dimensions of Hungary’s kin-minority problem are unusually large
even for Europe. Nearly a quarter of all ethnic Hungarians live outside
Hungary’s borders in neighbouring states. g
y
g
g
Political debates on the referendum within Hungary were tremen-
dously polarised. 5.3.1
The Hungarian Status Law and the referendum on dual citizenship Indeed, in 2003, the initiative to call a referendum
had not come from within the Hungarian political establishment, but
from a radical and somewhat marginal organisation not well integrated
into Hungarian politics, the World Federation of Hungarians (Debrec-
zeni 2004).27 The Federation had contested the policies of the Hungar-
ian Government on citizenship matters for years and had also set itself
on a collision course with the more moderate Hungarian minority par-
ties across the borders, especially when it mounted opposition against
the Orba´n Government’s (1998-2002) efforts, supported by external
Hungarian minorities, to provide an alternative solution to dual citizen-
ship through the creation of the Status Law of 2001.28 The law estab-
lished the certificate for ethnic Hungarians living in neighbouring 160 MA´ RIA M. KOVA´ CS AND JUDIT TO´ TH states,29 entitling its beneficiaries to a set of cultural and economic
rights, including seasonal working permits in Hungary. However, the
Federation insisted that the benefits provided by the law were no sub-
stitute for what the Hungarians really needed, which was full Hungar-
ian citizenship.30 p
The Status Law provoked angry response in neighbouring states (see
Kusa´ and Iordachi in this volume). Hungary was accused of irredentist
nationalism, of creating a ‘veiled form of dual citizenship’, the ultimate
effect of which was to call the sovereignty of the neighbouring states
into question. Hungary was also criticised by the European Union for
the unilateral adoption of the law, for not having consulted the states
in question, and for the extraterritorial aspects of the law. But despite
this negative response, the World Federation of Hungarians insisted
that Hungary must proceed with the unilateral creation of non-resident
trans-border citizenship for ethnic Hungarians.31 Responding to argu-
ments that such a step would not be compatible with the terms of
Hungary’s accession to the Union, in the spring of 2003, the federa-
tion called on Hungarian voters to say ‘no’ to Hungary’s accession. Hungary should only join the EU if it could take trans-border Hungar-
ians into the Union even if the state in which they live remains outside
of it (Csergo˝ & Goldzeiger 2004). So, in October 2003, the Federation
began collecting signatures for a referendum on establishing non-resi-
dent citizenship for trans-border Hungarians. This points then to the third specificity of the Hungarian story,
namely that the initiative for citizenship reform came from outside the
Hungarian political establishment. 5.3.1
The Hungarian Status Law and the referendum on dual citizenship Only this feature can explain the
puzzle of why any political actor would take the risk of launching an
initiative that has only limited support within Hungary itself and there-
fore carries the prospect of its own defeat. Initially, mainstream Hungarian parties on all sides reacted very cau-
tiously to the initiative, along with the more moderate groups of trans-
border minorities. Only after a few months did the mainstream right-
wing parties (FIDESZ and MDF) along with the President of the
Republic declare their support for the referendum, while the socialists
and liberals turned against it.32 What followed was an agitated, occa-
sionally hysterical, campaign leading up to the referendum that ful-
filled the prophecy of its own failure ending up invalid on account of
the low number of participants. Eventually, 63.33 per cent of the eligi-
ble voters stayed away from the referendum. Among those who cast
their ballots, 51.57 per cent voted in favour of the reform, 48.43 per
cent against.33 No research is available on the question of what precisely motivated
Hungarian voters in their choices. Welfare protectionism could well
have played a role, given the fact that, apart from Slovakia, the living KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE 161 standards of trans-border Hungarians are way below those of Hungar-
ians, and that the arguments of the Socialist Party against dual citizen-
ship relied primarily on the costs of the reform. An equally important
motive may have been the fear of instability at the borders resulting
from conflicts with Hungary’s neighbours. Voters may also have been
influenced by the perception that dual citizenship would eventually
lead to voting rights. What is sufficiently clear, however, is that, at least
for now, trans-border dual citizenship could only be created in Hun-
gary without the popular mandate of the Hungarian electorate, the
mandate that the supporters of the initiative had hoped to obtain in the
referendum. To quote one liberal opponent of the initiative (Kis 2004a:
4): ‘The offer was made to a nation of ten million to enlarge its home-
land beyond the state-borders to the entire Carpathian basin. The na-
tion refused to take the risk and accept the costs.’ But given the enormous disappointment of trans-border Hungarians
with the result, the issues raised during the campaign will remain on
the agenda of Hungarian politics for quite some time to come. 5.3.2
Implications of trans-border dual citizenship The arguments for the Hungarian trans-border dual citizenship initia-
tive are fundamentally different from those advanced in favour of dual
citizenship in the major immigration states of Western Europe. In the
immigration states dual citizenship is an instrument used to integrate
labour migrants into their country of immigration. Dual citizenship in
this case works towards the decoupling of citizenship from ethnicity. In
contrast, the Hungarian initiative is part of a counter-trend present in a
number of European countries of re-linking citizenship with ethnicity. p
g
p
y
The Hungarian suggestion associates eligibility for extraterritorial
dual citizenship with membership in an ethnically defined community. Dual citizenship would thus purposefully reaffirm the connection be-
tween ethno-cultural nationality and citizenship, which is precisely the
connection that most immigration states have been trying to weaken
when tolerating dual citizenship (Fowler 2002). Advocates of the reform wish to overcome this difficulty by present-
ing their plan as based on a traditional ius sanguinis concept rather
than on ethnicity. In this view, trans-border citizenship is not some-
thing that would be newly granted to ethnic Hungarians. Trans-border
Hungarians would only ‘regain’ the citizenship of their ancestors who
had been citizens of the Hungarian part of the Dual Monarchy before
the First World War.34 However, there are several difficulties with this
approach (Nagy 2004).35 The first difficulty is political. After the First World War, those Hun-
garians who ended up as minorities in neighbouring states were ob- MA´ RIA M. KOVA´ CS AND JUDIT TO´ TH 162 liged by the Peace Treaties to opt for the citizenship of their new home
state, or, if they declined to do so, to move to Hungary. Therefore, in
the eyes of Hungary’s neighbours, any unilateral change in the citizen-
ship status of minority Hungarians would amount to a unilateral
breach of treaty obligations, to a revision of the terms of the peace
treaty that still serves as the basis of international legitimacy for the
current borders of these states. It was for a similar reason that the Ita-
lian law of 2000 that offered Italian citizenship to the Italian diaspora
did not extend this offer to the descendants of Italians in Dalmatia, Is-
tria and Fiume, i.e. those regions that were ceded by Italy to Yugoslavia
in the post-war treaties. KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE 163 people who had never even lived in Hungary so that their political
choices would be made on a highly selective image of issues and candi-
dates. For all these reasons, he concluded, ‘the victory of ‘‘yes votes’’
would pull us back to the murky nationalism of past ages, it would lock
up Hungarian politics in the prison of revisionist nostalgia, it would
poison public life within Hungary as well as our relationship with
neighbouring states and with trans-border Hungarians, and it would
damage the level of our acceptance within the European Union’.37 g
p
p
In stark contrast to the liberals, advocates of the initiative argued that
their proposal is modelled on concepts and processes that are part and
parcel of an integrated Europe of the future, a de-territorialised world
in which individuals with multiple identities are entitled to a legal ex-
pression of the free choice of their nationality. Advocates argued that
all European states accept ethnicity as part of the basis of citizenship,
most even making provisions for the acquisition of benefits, including
citizenship, for co-ethnics who are citizens of another state. The pro-
blem with European norms and practices, they argued, is not that there
is no connection between ethnicity and citizenship but that Europe is
in a process of denial about this connection, treating ethnicity as
though it was a disreputable relative on whom we rely secretly, but
whom we hide from others (Scho¨pflin 2004). They pointed to plans or
existing legislation on non-resident citizenship for co-ethnic kin within
the European Union in Italy, Greece, Slovakia and the Czech Republic. A particularly relevant example is Silesian Germans who, from the
early 1990s, were able to obtain German passports in addition to their
Polish ones and, by implication, European citizenship, without having
to take up residence in Germany. These precedents, they argued, point
to the legitimacy, even within the core nations of the European Union,
of using dual citizenship for the inclusion of trans-border co-ethnics in
the citizenry of the homeland. y
Liberal opponents challenged this interpretation of larger European
processes and insisted that the EU would regard the ethnicist turn in
Hungarian legislation as a breach of common principles laid down in
European agreements (To´th 2004c).38 Secondly, they criticised the con-
frontational attitude towards Hungary’s neighbours promoted by this
policy. 5.3.2
Implications of trans-border dual citizenship p
Second, trans-border populations whose ancestors bore the citizen-
ship of a larger Hungarian state in the Dual Austro-Hungarian Monar-
chy before the First World War include millions of non-Hungarians. So, even if the ius sanguinis view was applied, the only way to narrow
down eligibility for Hungarian dual citizenship to those with a Hungar-
ian ethno-cultural affiliation would be to apply an ethnic definition. A third feature of dual citizenship that emerged from the referen-
dum initiative was the potentially weak distinction between active and
inactive citizenship for dual citizens. In most immigration states, trans-
national dual citizenship implies that only the citizenship of the cur-
rent country of residence is active, so that the rights associated with
the external citizenship are dormant (Faist 2005). However, in the case
of Hungarian trans-border citizenship such clear-cut distinctions be-
tween periods of active and inactive citizenship would be hard to make
(Vizi 2003).36 Therefore, with regard to the potential content of non-re-
sident
trans-border
citizenship,
the
general
perception
that
has
emerged in Hungary is that even if dual citizenship would initially be
created without voting rights, it would only be a matter of time before
large numbers of trans-border voters would begin casting their ballots. In view of these implications, it is hardly surprising that the proposal
created passionate debates both within Hungary and among the Hun-
garian minorities in the neighbouring states. For many participants the
question at stake was whether Hungary should experiment with ideas
that are pulling it away from, rather than bringing it closer to ‘main-
stream’ Europe. As Ja´nos Kis summarised it, the victory of the ‘yes’
votes would mean nothing less than putting Hungarian parliamentar-
ianism in danger and transforming the nature of Hungarian democ-
racy. Since elections in Hungary are usually won by a narrow margin,
the appearance of trans-border voters would most likely mean that ‘the
outcome of Hungarian elections would regularly be decided by voters
who do not pay taxes in Hungary and who are, in general, not subject
to its laws’. A further element of ‘organised irresponsibility’ inherent in
such a solution would be that those casting the swing votes may be KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE The problem with unilateral action is not so much that it vio-
lates international law, but that it is self-defeating. To quote the above
mentioned newspaper article by Ja´nos Kis again: The unilateral crea-
tion of Hungarian citizens in the territory of other states is nothing but
a ‘mirage’ that provokes ‘phony wars over phony questions and phony
answers’. Thirdly, opponents argued, that the creation of dual citizenship can-
not be justified by reference to the approval by trans-border minorities
either, because these groups are themselves divided over the issue and 164 MA´ RIA M. KOVA´ CS AND JUDIT TO´ TH do not speak with a single voice.39 In the end, any unilateral move by
Hungary to create dual citizenship would remain ‘a game of illusions
played between Hungarian nationalists and a minority within the Hun-
garian minority’ in a useless, but ‘ritual display of imagined political
togetherness’ (Kis 2004b). g
(
4 )
Fourthly, critics objected that dual citizenship is incompatible with
claims of autonomy raised by trans-border minorities.40 Concurring
with Rainer Baubo¨ck they maintained that parallel ‘claims of multiple
citizenship and territorial autonomy should be seen as mutually in-
compatible. They would create fears in the host society about irreden-
tist threats to its territorial integrity that cannot be easily dismissed as
unreasonable’ (Baubo¨ck 2006: 159-160). (
59
)
Therefore, according to the socialists and the liberals, Hungary must
take a new look at its homeland policies regarding kin-minorities. The
discourse advocated by the two mainstream right-wing parties aims at
recreating a ‘unitary Hungarian nation’ over and above existing state-
borders by means of creating legal bonds between parts of the Hungar-
ian nation living in several countries (Stewart 2004). Hungary should
step back from this confrontational approach because it relies on out-
right ignorance about the sensitivities of other states. Instead, it should
clearly articulate its policies in the conceptual framework of minority
protection. Hungary must accept that trans-border Hungarians are the
citizens of other states and should promote the protection of Hungar-
ian minorities in their efforts to secure equal individual and collective
rights in their home states. Finally, there are obvious ambiguities in the arguments of both sides
in the debate. The idea of dual citizenship emerged in Hungary with
reference to a larger international trend of increasing toleration of dual
citizenship, partly within the European Union and partly within the
East-Central European region. KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE However, while in the immigration
states of Europe the idea of dual citizenship is not associated with na-
tionalist policies, in Hungary, as in many other states of the region, the
demand for dual citizenship has mostly migrated to the nationalist
right. In the Hungarian referendum debate, the battle over dual citi-
zenship has been cast as a debate between the nationalist right as sup-
porters, on the one hand, and the Europe-oriented liberals, as oppo-
nents, on the other. However, this representation of the debate is, to
some extent, self-made and arbitrary. In fact, in their support of dual ci-
tizenship the nationalists have mainly been drawing on the arguments
of European liberals. At the same time, liberals relied on counter-argu-
ments they claimed to have extrapolated from relevant European
norms and practices, but these practices are much too diverse to form
the basis of a coherent interpretation. Unsurprisingly, by the end, both
sides failed to present a fully convincing, coherent interpretation of KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE 165 those international norms and practices that would support their re-
spective positions. In the final analysis it is quite possible that the con-
flicting stances of the two sides in the debate may stem from concerns
that are only remotely connected to the problems of trans-border Hun-
garians, namely from conflicting opinions, and concerns about the
long-term stability of Hungary’s transitional democracy. After all, par-
liamentary practices have not been firmly established in Hungary for
much more than a decade. Yet, in the Hungarian context, the creation
of trans-border non-resident dual citizenship would most likely amount
to a mass enfranchisement of a new electorate that, similar to all epi-
sodes of mass enfranchisement in the past, would introduce new un-
certainties into the system and could lead to an internal destabilisation
of Hungarian democracy itself. In this respect, both sides share the
same intuition, namely that if instituted, trans-border citizenship
would most likely have the effect of freezing the regular rotation of par-
liamentary forces for some time to come in favour of the nationalist
right: a prospect that is as welcome on one side as it is feared on the
other. 5.4
Trends in statistics Data on trends of acquisition and termination of citizenship is infor-
mation of public interest.41 Nevertheless relevant data is only partially
available and in more detail only since 2001. Available data contain
numbers on naturalisation, re-naturalisation and on the termination of
nationality. Between 1958 and 1984 there were more cases of emigra-
tion than immigration (To´th 1997), and the total number of naturalised
and re-naturalised persons was 16,156 while at least 24,082 left the
country. The yearly average of naturalisations and re-naturalisations
was 622 while the average terminations of nationality was 926. During
this time there was no change in citizenship law, so it is only by exam-
ining legal and political practices that we can find an explanation for
the growth in the rate of nationality loss after 1967. A substantial pro-
portion of removal-upon-request came from female Hungarian spouses
marrying husbands from European states that prohibited dual citizen-
ship. Between 1985 and 1989, the number of terminations was even high-
er than the number of naturalisations and re-naturalisations, but the
difference between them decreased. The major groups of applicants for
naturalisation were from the adjacent and socialist states (Romania,
Czechoslovakia, Soviet Union and East Germany) while the direction
of emigration/marriage migration was towards Austria and Yugoslavia. MA´ RIA M. 5.4
Trends in statistics KOVA´ CS AND JUDIT TO´ TH 166 Table 5.1
Number of naturalisations and re-naturalisations as well as terminations of
nationality in Hungary, 1985-1994
Year
Naturalisation/Re-naturalisation
Removal/Renunciation
1990
3,170
1,184
Czech/Slovak
63
Czech/Slovak
2
Yugoslav
21
Yugoslav
18
Austrian
11
Austrian
169
Romanian
2,661
Romanian
1
Soviet
156
Soviet
1
East German
35
East German
70
Non-European
96
Non-European
1
1991
5,893
441
Czech/Slovak
25
Czech/Slovak
2
Yugoslav
22
Yugoslav
3
Austrian
18
Austrian
80
Romanian
5,114
Romanian
–
Soviet
306
Soviet
–
Stateless
13
Non-European
186
Non-European
1
1992
21,880
1,149
Czech/Slovak
249
Czech/Slovak
7
Yugoslav
1
Yugoslav
3
Austrian
7
Austrian
211
Romanian
20,624
Romanian
–
Ex-Soviet
569
Ex-Soviet
–
Stateless
7
Non-European
60
Non-European
3
1993
11,521
2,084
Czech/Slovak
55
Czech/Slovak
5
Yugoslav
309
Yugoslav
–
Austrian
20
Austrian
314
Romanian
9,956
Romanian
–
Ex-Soviet
843
Ex-Soviet
–
Stateless
7
Non-European
75
Non-European
3
1994
9,238
1,688
Czech/Slovak
40
Czech/Slovak
7
Yugoslav
888
Yugoslav
–
Austrian
1
Austrian
346
Romanian
6,254
Romanian
–
Ex-Soviet
1,730
Ex-Soviet
–
Stateless
1
Non-European
120
Non-European
2
Total 1985-1994
55,409
11,492
Yearly average 1985-1994
5,541
1,149
Source: www.bmbah.hu
Since 1990, the number of naturalisations has increased. This is not
only due to the larger number of ethnic Hungarian applicants but also
to the changing interpretation of the legal rules in force. The constitu- Table 5.1
Number of naturalisations and re-naturalisations as well as terminations of
nationality in Hungary, 1985-1994 Since 1990, the number of naturalisations has increased. This is not
only due to the larger number of ethnic Hungarian applicants but also
to the changing interpretation of the legal rules in force. The constitu- KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE 167 tional reform, aimed at establishing rule of law, influenced the practice
of the Ministry of the Interior. If an applicant met the legal require-
ments the discretionary power of naturalisation had to be interpreted
such that a positive decision on naturalisation was to be granted by the
President. However, this practice of ‘self-limitation’ could not compen-
sate for the more restrictive preconditions of naturalisation adopted by
the Act on Hungarian Nationality in 1993. The number of non-Eur-
opean applicants is growing, but has still remained marginal since the
1990s. 5.4
Trends in statistics Table 5.2
Distribution of nationality law cases in Hungary, 1998-2008
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
Applications for
naturalisation/
re-naturalisation
3,593
3,160 3,963 4,282 4,282
4,453 4,916
5,761
9,127
5,437
4,143
Applicants with citizenship (%):
Romania
61
60
63
69.8
69.8
73.2
60
Yugoslavia/Serbia
17
15
13
9.5
5.8
8.9
12
Ukraine
11
15
13
8.5
8.8
9.2
15
Other European
6
14
14
9.2
11.8
5
3
Non-European
5
5
3
2.5
3.3
3.2
7
Stateless
1
1
1
0.5
0.5
0.5
0.5
Naturalised and
re-naturalised persons
6,203
6,203
7,538
5,934 3,890
5,579 5,667 9,981
6,564
9,398
8,132
Applications for
re-obtaining nationality
upon declaration of
expatriation, prior
nationals (persons)
232
200
208
194
212
151
144
136
104
85
68
Applications for
certificate of existing
nationality (persons)
3,934 4,264
3,935 3,924 4,401 4,803 5,984
5,482
4,121
4,276
4,958
Reinstatement of
nationality (persons)
-
-
-
1
1
2
1
0
0
0
0
Applications for
renunciation of
nationality (cases)
893
728
748
684
609
463
189
135
126
82
69
Accepted renunciations of
nationality (persons)
1,070
995
955
791
857
n/a
236
164
137
98
107
Note: n/a= not available
Source: www.bmbah.hu Table 5.2
Distribution of nationality law cases in Hungary, 1998-2008
1998
1999
2000
2001
2002
2003
2004
2005
2006
20 Over the past number of years Hungary has become an immigration
country for large numbers of ethnic Hungarians and, increasingly for
others coming from more distant regions. There are three major chan-
nels for immigrants to become nationals: (1) naturalisation, (2) prior
nationals, mainly expatriates re-obtaining Hungarian nationality by de- 168 MA´ RIA M. KOVA´ CS AND JUDIT TO´ TH claration or re-naturalisation, (3) expatriates or their descendants living
abroad who can prove Hungarian citizenship through a verification pro-
cedure of existing citizenship (Certificate of Nationality). This restora-
tion of legal ties with Hungary was made possible by political changes
and new rules on rehabilitation and compensation for damages or
harm committed against nationals by the socialist regime. Between
1998 and 2008, the number of naturalised and re-naturalised persons
was below the number of applicants for a citizenship card, which serves
to certify the holder’s Hungarian nationality. KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE 169 5.4
Trends in statistics The ratio of naturalisation
according to legal titles for the years 2002, 2007 and 2008 proves that
preferential cases vastly outweigh non-preferential ones, which repre-
sented between 3 and 6 per cent of all cases (Table 5.3). Table 5.3
Ratio of naturalisation decisions in Hungary in 2002, 2007 and 2008
Type of legal titles
Art. 2002
2007
2008
Total
%
Total
%
Total
%
No preference (basic
decision)
4 § (1)
244
6.27
186
2.71
206
3.39
Weak preference (applicant
was born in Hungary)
4 § (4) a. 3
0.0
90
1.31
70
1.15
Weak preference (applicant
immigrated as minor to
Hungary)
4 § (4) b. 2
0.0
136
1.98
136
2.24
Medium preference
(applicant’s spouse is
Hungarian national)
4 § (2) a. 325
8.35
402
5.87
380
6.26
Medium preference
(applicant’s minor child is
Hungarian national)
4 § (2) b. 49
1.25
123
1.79
118
1.94
Medium preference
(applicant is a recognised
refugee)
4 § (2) d. 17
0.4
43
0.62
22
0.36
Strong preference (applicant
is a minor)
4 § (5)
9
0.2
27
0.39
11
0.18
Strong preference (applicant
is a minor adopted by a
national)
4 § (6)
30
0.7
4
0.05
7
0.11
Strong preference (applicant
is an ethnic Hungarian)
4 § (3)
2,447
62.9
5,158
75.33
4,713
77.66
Re-naturalisation
5 §
764
19.6
676
9.87
403
6.64
Total
3,890
100.0
6,845
100.0
6,066
100.0
Source: www.bmbah.hu Table 5.3
Ratio of naturalisation decisions in Hungary in 2002, 2007 and 2008 Table 5.3 indicates that, beyond the ethnic immigration from the Car-
pathian basin, family reunification and repatriation of prior nationals
have added the largest numbers of new nationals. www.coe.int;
www.bmbah.hu/
jogszabalyok.php
(in Hungarian) Introduces an identity card
for ethnic Hungarians; lists
allowances and benefits
granted to holders of such
cards (mainly in Hungary)
Allows ethnic Hungarians
to have the family and
given name in their
original ethnic language;
introduces facilitated 5.5
Conclusions In Hungary, the term ‘nation’ is interpreted and used in law as a con-
cept referring to membership in the cultural, ethnic and linguistic
community. But the substance of the term remains indefinable by law. This reveals contradictions between existing laws and the Constitution. On the one hand, art. 6 of the Constitution refers to the kin-state’s re-
sponsibility for kin-minorities living across the borders. However, the
definition of membership in the minority or ethnic community is va-
gue, and various preferential provisions legally discriminate against
certain categories of people despite the fact that the state is party to
dozens of international treaties aimed at avoiding such discrimination. Furthermore, minorities living in Hungary are distinct participants in
the state, in possession of subjective and collective constitutional
rights, although, in their case as well, membership of a specific ethnic
or national entity cannot be defined. Due to this problem neither statis-
tics on membership of minorities living in Hungary, nor hard data on
immigrants entering Hungary and enjoying legal preferences in the
country are available. According to Rainer Baubo¨ck, ‘[h]istoric tradi-
tions and the distinction between ethnic and civic nationhood are in-
creasingly irrelevant for explaining legislative changes’.42 Despite a
standard level of immigration, in the case of Hungary Baubo¨ck’s sug-
gestion is less evident than among the old EU Member States (To´th &
Sik 2003). The recently failed referendum of 5 December 2004 on ex
lege citizenship being granted to ethnic Hungarian minorities living in
adjacent states is a case in point as it would have used ethnic prefer-
ences for granting non-resident citizenship to trans-border Hungar-
ians. The role of nationality law in the integration process of migrants
has not been discussed publicly and the need to harmonise Hungarian
citizenship with that of other Member States of the European Union
has not been put on the agenda. Chronological list of citizenship-related legislation in Hungary
Date
Document
Content
Source
1946
Act XV on Czech-Slovak-
Hungarian Agreement
Deprives those who fall
under the bilateral
agreements on population
exchange of Hungarian
nationality
1947
Government Decree
12.200
Deprives expelled
Germans of Hungarian
nationality
1947
Act X
Deprives those who have
not returned to Hungary Chronological list of citizenship-related legislation in Hungary MA´ RIA M. www.coe.int;
www.huembwas.org;
www.bmbah.hu/
jogszabalyok.php
(in Hungarian) 1993
Government Decree 125/
1993 on the Execution of
Act No. LV of 1993 on
Hungarian Nationality www.legislationline.org 2001
Act XXXII amending Act LV
of 1993 on Hungarian
Nationality 2001
Legislation on Kin-
minorities (Act LXII of
2001 on Ethnic
Hungarians Living in
Neighbouring Countries) www.legislationline.org 5.5
Conclusions KOVA´ CS AND JUDIT TO´ TH 170 Date
Document
Content
Source
following the conclusion of
the war of Hungarian
nationality
1948
Act LX on Hungarian
Nationality
Like the previous Act of
1879, is based on ius
sanguinis; provides for the
equal treatment of children
born out of wedlock;
stipulates that all nationals
residing abroad should be
registered; recognises the
pending Hungarian
nationality of
undocumented persons
1949
Constitution (excerpts)
www.legislationline.org
1957
Act V on Hungarian
Nationality
Introduces the
emancipation of spouses;
includes executive rules,
such as the one requiring
emigrants to renounce
their nationality and social
insurance rights
1989
Act XXXI amending the
Constitution of 1949
(excerpts)
Prohibits arbitrary
deprivation of nationality
1993
Citizenship Act (Act LV of
1993 on Hungarian
Nationality)
Provides that the
nationality of expatriate
nationals who have been
arbitrarily deprived of their
nationality is restored
upon request; includes
preferential naturalisation
of refugees and stricter
conditions for
naturalisation, but also
preferences based on
ethnic and family ties
www.coe.int;
www.huembwas.org;
www.bmbah.hu/
jogszabalyok.php
(in Hungarian)
1993
Government Decree 125/
1993 on the Execution of
Act No. LV of 1993 on
Hungarian Nationality
Defines formats and
procedural rules
www.coe.int;
www.bmbah.hu/
jogszabalyok.php
(in Hungarian)
2001
Legislation on Kin-
minorities (Act LXII of
2001 on Ethnic
Hungarians Living in
Neighbouring Countries)
Introduces an identity card
for ethnic Hungarians; lists
allowances and benefits
granted to holders of such
cards (mainly in Hungary)
2001
Act XXXII amending Act LV
of 1993 on Hungarian
Nationality
Allows ethnic Hungarians
to have the family and
given name in their
original ethnic language;
introduces facilitated Date
Document KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE 2005
Act XLVI amending Act LV
of 1993 on Hungarian
Nationality 2005
Act LXXXIII amending Act
LXII of 2001 on Ethnic
Hungarians Living in
Neighbouring Countries 2008 Act LXXXII amending the
Act LV of 1993 on
Hungarian Nationality KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE 171 Date
Document
Content
Source
acquisition of nationality
for exiled nationals by
declaration to the
President of State
2001
Government Decree 103/
2001 amending
Government Decree 125/
1993 on the Execution of
Act LV of 1993 on
Hungarian Nationality
Provides fast-track
naturalisation process for
ethnic Hungarians and
minors
2003
Act LVI amending Act LV of
1993 on Hungarian
Nationality
Extends preference in
naturalisation to European
Union citizens
2003
Act LVII amending Act LXII
of 2001 on Ethnic
Hungarians Living in
Neighbouring Countries
Cuts and restructures
benefits and allowances for
ethnic Hungarians
2003
Government Decree 128/
2003 amending
Government Decree 125/
1993 on the Execution of
Act LV of 1993 on
Hungarian Nationality
Introduces new formats in
nationality procedures
2005
Act XLVI amending Act LV
of 1993 on Hungarian
Nationality
Reduces the waiting period
in naturalisation
procedures for ethnic
Hungarians; specifies
exceptions from taking the
examination on basic
constitutional issues;
allows the use of the ethnic
version of a person’s place
of birth in official
documents (in
combination with the
Hungarian version)
2005
Act LXXXIII amending Act
LXII of 2001 on Ethnic
Hungarians Living in
Neighbouring Countries
Harmonises proceedings
for the identity card for
ethnic Hungarians with the
new Code on Public
Administration Processes
2005
Government Decree 119/
2005 amending
Government Decree 125/
1993 on the Execution of
Act LV of 1993 on
Hungarian Nationality
Determines the C 20 fee
for the examination on
basic constitutional issues
in the naturalisation
procedure; clarifies family
unification rules in related
immigration rules
2006 Act XXI amending Act LV
of 1993 on Hungarian
Nationality
Introduces official notice
on ceased Hungarian
nationality of individuals to u ga a
Nat o a ty
2005
Act XLVI amending Act LV
of 1993 on Hungarian
Nationality
Reduces the waiting period
in naturalisation
procedures for ethnic
Hungarians; specifies
exceptions from taking the
examination on basic
constitutional issues;
allows the use of the ethnic
version of a person’s place
of birth in official
documents (in
combination with the
Hungarian version)
2005
Act LXXXIII amending Act
LXII of 2001 on Ethnic
Hungarians Living in
Neighbouring Countries
Harmonises proceedings
for the identity card for
ethnic Hungarians with the
new Code on Public
Administration Processes
2005
Government Decree 119/
2005 amending
Government Decree 125/
1993 on the Execution of
Act LV of 1993 on
Hungarian Nationality
Determines the C 20 fee
for the examination on
basic constitutional issues
in the naturalisation
procedure; clarifies family
unification rules in related
immigration rules
2006 Act XXI amending Act LV
of 1993 on Hungarian
Nationality
Introduces official notice
on ceased Hungarian
nationality of individuals to y
Act LV
an
Reduces the waiting period
in naturalisation
procedures for ethnic
Hungarians; specifies
exceptions from taking the
examination on basic
constitutional issues;
allows the use of the ethnic
version of a person’s place
of birth in official
documents (in
combination with the
Hungarian version)
ng Act
nic
n
tries
Harmonises proceedings
for the identity card for
ethnic Hungarians with the
new Code on Public
Administration Processes
e 119/
e 125/
on of
ity
Determines the C 20 fee
for the examination on
basic constitutional issues
in the naturalisation
procedure; clarifies family
unification rules in related
immigration rules
Act LV
an
Introduces official notice
on ceased Hungarian
nationality of individuals to 2005
Act XLVI amending Act LV
of 1993 on Hungarian
Nationality
Reduces the waiting period
in naturalisation
procedures for ethnic
Hungarians; specifies
exceptions from taking the
examination on basic
constitutional issues;
allows the use of the ethnic
version of a person’s place
of birth in official
documents (in
combination with the
Hungarian version)
2005
Act LXXXIII amending Act
LXII of 2001 on Ethnic
Hungarians Living in
Neighbouring Countries
Harmonises proceedings
for the identity card for
ethnic Hungarians with the
new Code on Public
Administration Processes
2005
Government Decree 119/
2005 amending
Government Decree 125/
1993 on the Execution of
Act LV of 1993 on
Hungarian Nationality
Determines the C 20 fee
for the examination on
basic constitutional issues
in the naturalisation
procedure; clarifies family
unification rules in related
immigration rules
2006 Act XXI amending Act LV
of 1993 on Hungarian
Nationality
Introduces official notice
on ceased Hungarian
nationality of individuals to MA´ RIA M. 2007 Act I on entry and staying
of persons in possession
of rights on free movement
and residence KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE KOVA´ CS AND JUDIT TO´ TH 172 Date
Document
Content
Source
the population registry of
the Central Statistical
Office and to the military
service registry of the
Ministry of Defence
2006 Act CIX amending the Act
LV of 1993 on Hungarian
Nationality
Entitles the President of
State to exempt applicants
from some naturalisation
requirements (e.g. subsistence, examination
on constitutional basics);
introduces several
procedural changes
regarding issuing of
documents, the length of
procedures, etc. 2007 Act I on entry and staying
of persons in possession
of rights on free movement
and residence
Defines period of
residence in Hungary as
starting with the address
registration for permanent
residence holders,
recognised refugees and
registered persons with
right to free movement (i. e. EU citizens and their
family members)
2008 Act LXXXII amending the
Act LV of 1993 on
Hungarian Nationality
Defines the body
responsible for the exam
on the constitution Date
Document Notes 1
Act LVI of 2003 amending Act LV of 1993 on Hungarian Nationality. It entered into
force with the accession of Hungary to the European Union on 1 May 2004. 2
Act XXXII of 2001 amending Act LV of 1993 on Hungarian Nationality, Government
Decree No. 125 of 22 September 1993, Decree of the Minister of the Interior No. 6 of
7 March 2003. 3
Concluded in Moscow on 20 January 1945 and published in Act V of 1945. 4
The Peace Agreement was concluded in Paris and published in Act XVIII of 1947. It
entered into force by Government Decree 11.800 of 1947. 5
See details in Czech-Slovak-Hungarian Agreement published in Act XV of 1946 and
Government Decree 12.200 of 1947. 6
In particular, Act X of 1947 and Act XXVI of 1948. 7
For instance, Prime Minister Decree 9.590 of 1945. 8
Act XXIX of 1946. 9
Act LX of 1948. 1
Act LVI of 2003 amending Act LV of 1993 on Hungarian Nationality. It entered into
force with the accession of Hungary to the European Union on 1 May 2004. 2
Act XXXII of 2001 amending Act LV of 1993 on Hungarian Nationality, Government
Decree No. 125 of 22 September 1993, Decree of the Minister of the Interior No. 6 of
7 March 2003. 7
3
3
Concluded in Moscow on 20 January 1945 and published in Act V of 1945. 4
The Peace Agreement was concluded in Paris and published in Act XVIII of 1947. It
entered into force by Government Decree 11.800 of 1947. 4
The Peace Agreement was concluded in Paris and published
entered into force by Government Decree 11.800 of 1947. 5
See details in Czech-Slovak-Hungarian Agreement published in Act XV of 1946 and
Government Decree 12.200 of 1947. 6
In particular, Act X of 1947 and Act XXVI of 1948. For instance, Prime Minister Decree 9.590 of 19 8
Act XXIX of 1946. 9
Act LX of 1948. KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE Visa requirements were introduced
for Ukrainian and Serbian citizens, while the agreement with Romania introduced a
maximum length of stay. 22 Act LXII of 2001 on Ethnic Hungarians Living in Neighbouring Countries. It was
amended by Act LVII of 2003. Its administrative rules on financial, technical and
procedural issues are laid down in ten government and ministerial Decrees. 22 Act LXII of 2001 on Ethnic Hungarians Living in Neighbouring Countries. It was
amended by Act LVII of 2003. Its administrative rules on financial, technical and
procedural issues are laid down in ten government and ministerial Decrees. 22 Act LXII of 2001 on Ethnic Hungarians Living in Neighbouring Countries. It was
amended by Act LVII of 2003. Its administrative rules on financial, technical and
procedural issues are laid down in ten government and ministerial Decrees. 23
Act II of 2005 on the Homeland Fund covers various community-building projects
for kin-minorities living in adjacent states. 24 In Hungary, a referendum is valid if at least 25 per cent of the electorate returns
identical votes, or if participation is higher than 50 per cent of the total number of
eligible voters. In this case neither criterion was fulfilled. 24 In Hungary, a referendum is valid if at least 25 per cent of the electorate returns
identical votes, or if participation is higher than 50 per cent of the total number of
eligible voters. In this case neither criterion was fulfilled. g
25
Official translation provided by the Government’s Election Office (Orsza´gos Va´laszta´si
Bizottsa´g), www.election.hu, last accessed 5 May 2005. 25
Official translation provided by the Government’s Election Office (Orsza´gos Va´laszta´si
Bizottsa´g), www.election.hu, last accessed 5 May 2005. 26 According to the statistics published in 2004 by the Hungarian Government Office
for Trans-Border Hungarians (Hata´ron Tu´li Magyarok Hivatala), the number of Hun-
garians living in Romania, Ukraine, Serbia and Montenegro, Slovakia, Croatia and
Slovenia as provided by the official censuses in these countries between 2000 and
2002 amounted to 2,429,000, among these in Romania 1,435,000; Ukraine
156,000; Serbia and Montenegro 293,000; Slovakia 516,000; Croatia 16,000 and
Slovenia 8,500 (see www.htmh.hu, last accessed 5 May 2005). KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE 173 10 Published in Law-Decree No. 2 of 1960. 11
Act V of 1957. 957
12
Law-Decree No. 11 of 1955, No. 7 of 1956, No. 11 of 1956; Ministerial Decree of the
Interior 2 of 11 January 1956. 12
Law-Decree No. 11 of 1955, No. 7 of 1956, No. 11 of 1956; Ministerial Decree of the
Interior 2 of 11 January 1956. 13
Act XXXI of 1989 introduced a substantially new Constitution but formally it was
only an amendment. y
14
Provisions of Act XXVII of 1990 and Act XXXII of 1990 were inserted into the third
Act on Nationality in 1993. Act on Nationality in 1993. 15
Published in Law-Decree No. 15 of 1989. 15
Published in Law-Decree No. 15 of 1989. 16 Act VL of 1993. 17
Acts XXXII of 2001, LVI of 2003 and XLVI of 2005. 17
Acts XXXII of 2001, LVI of 2003 and XLVI of 2005. 18
Published in Acts II and III of 2003. 19 This principle is a legal expression of the fact that the individual who obtains this
citizenship – directly through the law or as a result of the action of the authorities –
is in actual fact more closely related to the state whose citizen he or she is than to
any other state (Lichtenstein v. Guatemala, 1995 WL 1 (International Court of Justice)
generally known as the Nottebohm case). 19 This principle is a legal expression of the fact that the individual who obtains this
citizenship – directly through the law or as a result of the action of the authorities –
is in actual fact more closely related to the state whose citizen he or she is than to
any other state (Lichtenstein v. Guatemala, 1995 WL 1 (International Court of Justice)
generally known as the Nottebohm case). 20 Act on Hungarian Nationality, arts. 10-12. 21
Before accession, Hungary had agreements on visa-free travel with six neighbours,
and a voucher system was defined with the Ukraine. For the sake of legal
harmonisation these agreements were modified. Visa requirements were introduced
for Ukrainian and Serbian citizens, while the agreement with Romania introduced a
maximum length of stay. 21
Before accession, Hungary had agreements on visa-free travel with six neighbours,
and a voucher system was defined with the Ukraine. For the sake of legal
harmonisation these agreements were modified. 28 The Hungarian name of the federation is Magyarok Vila´gszo¨vetse´ge. KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE The possibility of inheriting
Hungarian citizenship applies only to people whose right to Hungarian citizenship is
derived from their connection to the territory of the state of Hungary as delineated in
the Paris Peace Treaty of 1947. 35
The
dimension
of
the
population
potentially
affected
by
the
ius
sanguinis
transmission of citizenship is difficult to assess. Given the fact that in 1920,
Hungary’s population had been reduced to half of what it had been before the war
(with a corresponding reduction of two-thirds of its territory), the idea that ius
sanguinis transmission could automatically create dual citizens after any number of
generations would amount to the obligation to re-activate the ‘dormant’ citizenship of
people whose numbers may surpass half of Hungary’s current population. The peace
treaty of 1920 reduced Hungary’s population from 18.2 million to 7.9 million and its
territory from 282,000 km2 to 93,000 km2. Trans-border Hungarians are estimated
to number about 3.5 million, while people (with their offspring) who retain a ius san-
guinis right to Hungarian citizenship (e.g. those who emigrated after 1939) are esti-
mated to be about 1.5 million. 36 Hungarian trans-border citizenship, if ever instituted, is more likely to be in line
with that of Croatia where trans-border dual citizens retain some of their rights
associated with Croatian citizenship, including voting rights in Croatian elections,
even at times when their alternate citizenship is active (see Ragazzi & Sˇtiks in this
volume). But while trans-border Croats vote for a quota of expatriate seats, trans-
border Hungarians would find it easy to vote for regular seats without putting their
alternate citizenship to rest. This is because Hungarian regulations on the
declaration of residence are extremely lax, requiring only three months of residence
for a citizen to activate his or her right to vote. Moreover, in order to avoid the
disenfranchisement of the homeless, voters can be admitted to the voters’ registry
without actually possessing an address or residence permit by simply making a
declaration of residence at a given locality at the municipal office. According to
recent changes in Italian law, Italian non-resident citizens may also vote in referenda
and national elections for a fixed number of seats. However, the numerical
dimensions of the Italian case are radically different from that of Hungary. KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE The estimate for the
number of trans-border Hungarians potentially eligible for Hungarian citizenship
based on ethnic identification is higher than these numbers, which is explained by
the assumption that more people would be able to fulfil the criteria of Hungarian af-
filiation than those who actually declare themselves Hungarian in government cen-
suses. The number of potential claimants on such grounds globally was estimated at
around five million by the Under Secretary for Foreign Affairs, Andra´s Ba´rsony (‘Ha-
ta´rok ne´lku¨l’, Kossuth Ra´dio´, 16 January 2003. www.hhrf.org, last accessed 5 May
2005). Also see note 34. 26 According to the statistics published in 2004 by the Hungarian Government Office
for Trans-Border Hungarians (Hata´ron Tu´li Magyarok Hivatala), the number of Hun-
garians living in Romania, Ukraine, Serbia and Montenegro, Slovakia, Croatia and
Slovenia as provided by the official censuses in these countries between 2000 and
2002 amounted to 2,429,000, among these in Romania 1,435,000; Ukraine
156,000; Serbia and Montenegro 293,000; Slovakia 516,000; Croatia 16,000 and
Slovenia 8,500 (see www.htmh.hu, last accessed 5 May 2005). The estimate for the
number of trans-border Hungarians potentially eligible for Hungarian citizenship
based on ethnic identification is higher than these numbers, which is explained by
the assumption that more people would be able to fulfil the criteria of Hungarian af-
filiation than those who actually declare themselves Hungarian in government cen-
suses. The number of potential claimants on such grounds globally was estimated at
around five million by the Under Secretary for Foreign Affairs, Andra´s Ba´rsony (‘Ha-
ta´rok ne´lku¨l’, Kossuth Ra´dio´, 16 January 2003. www.hhrf.org, last accessed 5 May
2005). Also see note 34. 27 J. Debreczeni, ‘Haza´rdja´te´k’ [Gambling], Ne´pszabadsa´g [daily newspaper], 27 Novem-
ber 2004. 28 The Hungarian name of the federation is Magyarok Vila´gszo¨vetse´ge. MA´ RIA M. KOVA´ CS AND JUDIT TO´ TH 174 29 Since its adoption, approximately a quarter of all trans-border Hungarians applied for
the Hungarian ID. There are about 850,000 card-holders today. 29 Since its adoption, approximately a quarter of all trans-border Hungarians applied for
the Hungarian ID. There are about 850,000 card-holders today. g
5
y
30 As a result of the conflict surrounding the Status Law, the Orba´n Government
withdrew public funding from the Federation. 30 As a result of the conflict surrounding the Status Law, the Orba´n Government
withdrew public funding from the Federation. KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE 31
Soon after the announcement of the plan for the referendum it became clear that
any legislation on dual citizenship would have to happen unilaterally, as the
Romanian president promptly announced his country’s opposition. 31
Soon after the announcement of the plan for the referendum it became clear that
any legislation on dual citizenship would have to happen unilaterally, as the
Romanian president promptly announced his country’s opposition. 32
On 12 November 2004, President Ferenc Ma´dl, in a speech addressed to the
Hungarian Permanent Assembly (MA´ E´RT), spoke of the perception of the referen-
dum initiative by external minorities as an act of ‘historical justice’ and added: ‘I call
upon Hungarians to use their votes to assume a sense of community with Hungar-
ians outside of our borders’ (www.martonaron.hu, last accessed 17 February 2005). 32
On 12 November 2004, President Ferenc Ma´dl, in a speech addressed to the
Hungarian Permanent Assembly (MA´ E´RT), spoke of the perception of the referen-
dum initiative by external minorities as an act of ‘historical justice’ and added: ‘I call
upon Hungarians to use their votes to assume a sense of community with Hungar-
ians outside of our borders’ (www.martonaron.hu, last accessed 17 February 2005). 33
‘A ketto˝s a´llampolga´rsa´gro´l, Adatok, a´lla´sfoglala´sok, elemze´sek’ [On dual citizenship,
data, opinions and analyses]. www.martonaron.hu, last accessed 17 February 2005. 33
‘A ketto˝s a´llampolga´rsa´gro´l, Adatok, a´lla´sfoglala´sok, elemze´sek’ [On dual citizenship,
data, opinions and analyses]. www.martonaron.hu, last accessed 17 February 2005. p
y
]
7
y
5
34 Hungarian citizens who had emigrated from Hungary retained their Hungarian
citizenship. This, however, did not apply to former citizens of Hungary in the
neighbouring states who had lost their Hungarian citizenship as a result of the peace
treaties that redrew the borders of the Hungarian state. The possibility of inheriting
Hungarian citizenship applies only to people whose right to Hungarian citizenship is
derived from their connection to the territory of the state of Hungary as delineated in
the Paris Peace Treaty of 1947. 34 Hungarian citizens who had emigrated from Hungary retained their Hungarian
citizenship. This, however, did not apply to former citizens of Hungary in the
neighbouring states who had lost their Hungarian citizenship as a result of the peace
treaties that redrew the borders of the Hungarian state. KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE Minorities them-
selves do not speak with a single voice because the attitudes of the different groups
of which they are composed are derivative of the long-term view each of these groups
takes on the possibilities of negotiating a better status for themselves in their host
states. Even if the idea of dual citizenship enjoyed the support of the majority of
trans-border Hungarians, this support would be based on a demagogic-populist
misrepresentation of what is actually possible. p
y p
40 T. Bauer, ‘Ketto˝s Kapitula´cio´’ [Dual Capitulation], Ne´pszabadsa´g, 8 January 2004. y
40 T. Bauer, ‘Ketto˝s Kapitula´cio´’ [Dual Capitulation], Ne´pszabadsa´g, 8 January 2004. 40 T. Bauer, Kettos Kapitulacio [Dual Capitulation], Nepszabadsag, 8 January 2004. 41
Art. 61 of the Constitution provides a fundamental right to free expression and
obtaining as well as freely disseminating information of interest to the general
public. A separate law regulates its implementation (Act LXIII of 1992). 41
Art. 61 of the Constitution provides a fundamental right to free expression and
obtaining as well as freely disseminating information of interest to the general
public. A separate law regulates its implementation (Act LXIII of 1992). 42 See ‘Western European Countries Tend to Follow a Liberalizing Trend towards
Citizenship Policies. Interview with Rainer Baubo¨ck’. www.migrationonline.cz. 42 See ‘Western European Countries Tend to Follow a Liberalizing Trend towards
Citizenship Policies. Interview with Rainer Baubo¨ck’. www.migrationonline.cz. 42 See ‘Western European Countries Tend to Follow a Liberalizing Trend towards
Citizenship Policies. Interview with Rainer Baubo¨ck’. www.migrationonline.cz. KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE 175 37
J. Kis, ‘Mie´rt megyek el szavazni?’ [Why am I taking part in the voting?], Ne´pszabad-
sa´g, 20 November 2004. 37
J. Kis, ‘Mie´rt megyek el szavazni?’ [Why am I taking part in the voting?], Ne´pszabad
sa´g, 20 November 2004. 37
J. Kis, ‘Mie´rt megyek el szavazni?’ [Why am I taking part in the voting?], Ne´pszabad-
sa´g, 20 November 2004. 38 Especially in the European Convention on Nationality (1997) ratified by Hungary in
2002 which stipulates in art. 2/a that ‘‘‘nationality’’ means the legal bond between a
person and a State and does not indicate the person’s ethnic origin’, and restricts the
‘recovery of former nationality’ of a given state to those residing on its territory. 38 Especially in the European Convention on Nationality (1997) ratified by Hungary in
2002 which stipulates in art. 2/a that ‘‘‘nationality’’ means the legal bond between a
person and a State and does not indicate the person’s ethnic origin’, and restricts the
‘recovery of former nationality’ of a given state to those residing on its territory. 39 For example, the biggest Hungarian party of the large Hungarian minority of
Romania, which has substantial representation in the Romanian parliament and
government, has traditionally been, at best, lukewarm about dual citizenship. However, the most vocal advocates of trans-border Hungarian citizenship also come
from Romania and they also rely on a substantial constituency. Minorities them-
selves do not speak with a single voice because the attitudes of the different groups
of which they are composed are derivative of the long-term view each of these groups
takes on the possibilities of negotiating a better status for themselves in their host
states. Even if the idea of dual citizenship enjoyed the support of the majority of
trans-border Hungarians, this support would be based on a demagogic-populist
misrepresentation of what is actually possible. 39 For example, the biggest Hungarian party of the large Hungarian minority of
Romania, which has substantial representation in the Romanian parliament and
government, has traditionally been, at best, lukewarm about dual citizenship. However, the most vocal advocates of trans-border Hungarian citizenship also come
from Romania and they also rely on a substantial constituency. KIN-STATE RESPONSIBILITY AND ETHNIC CITIZENSHIP: THE HUNGARIAN CASE There are
altogether 2.7 million non-resident Italian citizens, which is equivalent to about 3 per
cent of the resident citizenry of Italy, as opposed to the size of the trans-border
Hungarian population that represents 30-35 per cent of Hungary’s current citizenry. MA´ RIA M. KOVA´ CS AND JUDIT TO´ TH Minority Protection, 152-176. Hokkaido: Slavic Research Centre. http://src-h.slav.hokudai.ac.jp/coe21/publish/no4_ses/contents.html. Minority Protection, 152-176. Hokkaido: Slavic Research Centre. http://src h slav hokudai ac jp/coe21/publish/no4 ses/contents htm Nagy, B. (2004), Ketto˝s A´ llampolga´rsa´g: Nemzet, a´llam, polga´r: kise´rlet a fogalmi rendterem-
te´sre [Dual Citizenship: Nation, State and Citizen: An Attempt at Conceptual Clarifi-
cation]. www.martonaron.hu. Scho¨pflin, G. (2004), ‘Citizenship and Ethnicity: The Hungarian Status Law’, in Z. Ka´n-
tor, B. Majte´nyi, O. Ieda, B. Vizi & I. Hala´sz (eds.), The Hungarian Status Law: Nation
Building and/or Minority Protection, 87-104. Hokkaido: Slavic Research Centre. http://src-h slav hokudai ac jp/coe21/publish/no4 ses/contents html Stewart, M. (2004), ‘The Hungarian Status Law: A New European Form of Transnational
Politics?’, in Z. Ka´ntor, B. Majte´nyi, O. Ieda, B. Vizi & I. Hala´sz (eds.), The Hungarian
Status Law: Nation Building and/or Minority Protection, 120-151. Hokkaido: Slavic Re-
search Centre. http://src-h.slav.hokudai.ac.jp/coe21/publish/no4_ses/contents.html. To´th, J. (1995), ‘Who are the Desirable Immigrants in Hungary under the Newly Adopted
Laws?’, in M. Fullerton, E. Sik & J. To´th (eds.), Refugees and Migrants: Hungary at a
Crossroads. Yearbook of the Research Group on International Migration, 57-68. Buda-
pest: Institute for Political Science, Hungarian Academy of Sciences. To´th, J. (2000), ‘Diaspora in Legal Regulations: 1989-1999’, in I. Kiss & C. McGovern
(eds.), New Diasporas in Hungary, Russia and Ukraine: Legal Regulations and Current
Politics. Budapest: Open Society Institute/COLPI. To´th, J. (2003), ‘Connections of Kin-minorities to the Kin-state in the Extended Schengen
Zone’, European Journal of Migration and Law 5: 201-227. p
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To´th, J. (2004a), Sta´tusjogok. Kisebbse´gkutata´s Ko¨nyvek. Budapest: Lucidus Kiado´. 04a), Sta´tusjogok. Kisebbse´gkutata´s Ko¨nyvek. Bud To´th, J. (2004b), ‘Aspects of Analysing the Minority Problem’, in L. Szarka (ed.), Hungary
and the Hungarian Minorities: Trends in the Past and Our Time. Atlantic Studies on So-
ciety in Change 122, 223-244. New York: Columbia University Press. To´th, J. (2004c), ‘Ketto˝s a´llampolga´rsa´got Ne´pszavaza´ssal?’ [Dual Citizenship by Referen-
dum?], Fundamentum 2: 80-87. To´th, J. (2005), ‘Principles and Practice of Nationality Law in Hungary’, Regio 8: 21-39. To´th, J. & E. Sik (2003), ‘Joining an EU identity. Integration of Hungary or the Hungar-
ians?’, in W. Spohn & A. Triandafyllidou (eds.), Europeanisation, National Identities
and Migration. Changes in Boundary Constructions between Western and Eastern Europe. London: Routledge. To´th, P. P. (1997), Haza csak egy van? Meneku¨lo˝k, beva´ndorlo´k, u´j a´llampolga´rok 1988-1994
[Is there only one homeland? Refugees, immigrants, new citizens]. Budapest: Pu¨ski. Vizi, B. Bibliography Baubo¨ck, R. (2006), ‘Citizenship: International, State, Migrant and Democratic Perspec-
tives’, in J. Palme & K. Tamas (eds.), Globalizing Migration Regimes, 144-166. Avebury:
Ashgate. Csergo˝, Z. & J. Goldgeier (2004), ‘Nationalist Strategies and European Integration’, in Z. Ka´ntor, B. Majte´nyi, O. Ieda, B. Vizi & I. Hala´sz (eds.), The Hungarian Status Law:
Nation Building and/or Minority Protection, 270-302. Hokkaido: Slavic Research Cen-
tre. http://src-h.slav.hokudai.ac.jp/coe21/publish/no4_ses/contents.html. Faist, T. (2005), ‘Transnationalization in International Migration: Implications for the
Study of Citizenship and Culture’, Transnational Communities Programme: Working
Paper Series 8. www.transcomm.ox.ac.uk. Fowler, B. (2002), ‘Fuzzing citizenship, nationalising political space: A framework for in-
terpreting the Hungarian ‘‘status law’’ as a new form of kin-state policy in East-Cen-
tral Europe’, Centre for Russian and East European Studies, European Research Institute,
University of Birmingham, Working Paper 40. www.one-europe.ac.uk. Fullerton, M., E. Sik & J. To´th (eds.) (1997), From Improvisation toward Awareness? Con-
temporary Migration Politics in Hungary. Yearbook of the Research Group on Interna-
tional Migration. Budapest: Institute for Political Science, Hungarian Academy of
Sciences. Ka´ntor, Z. (2004), ‘Re-institutionalizing the Nation – Status Law and Dual Citizenship’,
Regio 1: 40-49. Kis, J. (2004a), ‘Nemzetegyesı´te´s vagy kisebbse´gve´delem’ [Unification of the Nation or
Minority Protection], E´let e´s Irodalom 51: 3-4. Kis, J. (2004b), ‘The Status Law: Hungary at the Crossroads’, in Z. Ka´ntor, B. Majte´nyi,
O. Ieda, B. Vizi & I. Hala´sz (eds.), The Hungarian Status Law: Nation Building and/or MA´ RIA M. KOVA´ CS AND JUDIT TO´ TH 176 MA´ RIA M. KOVA´ CS AND JUDIT TO´ TH (2003), ‘A hata´ron tu´li olaszokto´l a ku¨lfo¨ldo¨n e´lo˝ olasz a´llampolga´rokig – az olasz
a´llampolga´rsa´g kiterjeszte´se az ezredfordulo´n’ [From trans-border Italians to Italian
citizens living abroad], Kisebbse´gkutata´s 4: 685-694. 6
Politics of citizenship in post-communist
Romania: Legal traditions, restitution of nationality
and multiple memberships Constantin Iordachi A member of the European Union since January 2007, Romania has
brought a rich historical experience into the union that goes all the
way back to long-lasting Byzantine and Ottoman imperial legacies and
to the more recent successive waves of Western- and Soviet-style mod-
ernisation. Given Romania’s multiple historical legacies, which com-
bine pan-European trends with Central and Southeast European regio-
nal features, the history of Romanian citizenship legislation challenges
the clear-cut and neatly defined analytical dichotomies, such as ‘old’
versus ‘new’ states and ‘civic’ versus ‘ethnic’ or ‘inclusive’ vs. ‘exclusive’
citizenship doctrines, which are erroneously regarded as corresponding
to ‘Western’ vs. ‘Eastern’ historical experiences (for a critique of such
views, see Iordachi 2006). This chapter focuses on the interplay of historical legacies in the evo-
lution of Romanian citizenship, underlining continuities and ruptures
in the transition from communist to post-communist policies of na-
tional membership. Methodologically, I distinguish between two insti-
tutional dimensions of citizenship: the legal category of nationality that
defines membership in a state understood as a territorial and national
organisation; and citizenship as rights and duties stemming from
membership and participation in a political community. The first di-
mension encompasses the construction of legal and political borders
between state citizens and aliens. The second dimension refers to the
civil, political and social entitlements of citizenship (Marshall 1950).1 p
p (
95 )
Like the other contributions in this book, this chapter focuses on the
first legal dimension of nationality, which is regulated mainly by con-
stitutions and citizenship laws. Particular attention is devoted to the
most contested component of post-communist Romania’s nationality
policy: the right to reacquisition of nationality by former citizens and
their descendants living outside the state’s (post-1945) borders. This
policy resulted in the massive (re-)naturalisation of Moldovan and Uk-
rainian citizens stripped of their Romanian nationality following the
1940-1941/1944 Soviet occupation of Bessarabia and Northern Bukovi-
na. I argue that Romania’s policy regarding the restoration of national- 178 CONSTANTIN IORDACHI ity should be placed in the political and analytical context of post-com-
munist restitution. Restitution in its various forms has been an impor-
tant component of legal systems since ancient times, referring to the
return of a person to his or her original status and of restoration of his
or her rights or property, prior to a loss, injury or abuse. 6
Politics of citizenship in post-communist
Romania: Legal traditions, restitution of nationality
and multiple memberships In post-com-
munist Central and Eastern Europe, the concept took on a peculiar le-
gal meaning because it denoted the process of undoing communist le-
gal and political abuses and dispossessions. Restitution was central to
post-communist legal and political transformation, which was aimed at
the restoration of the status-quo ante (before the communist takeover). From this perspective, the legal ‘revolutions’ initiated in 1989, which
led to the dismantling of the communist regimes, should be under-
stood more in the original meaning of the term ‘revolution’, that is, as
a movement of rotation, which returns to an original position. g
p
In post-communist East Central Europe, practices of restitution have
been applied to a wide range of societal domains. Yet, to date, research
has focused almost exclusively on the reconstruction of individual and
communal property rights. An important but largely understudied as-
pect is the restitution of nationality to former de-naturalised citizens. In the context of post-communist nationalist upsurge, this practice was
not simply a necessary legal reparation for past injustices; it was also
seen as a means of recreating the pre-communist citizenry and na-
tional community and as a means for the restoration of national iden-
tity, allegedly lost under communist rule, which was defined as a re-
gime of Soviet occupation. The gap between political visions of recreat-
ing the inter-war national ‘imagined community’ and the far-reaching
practical complications this project generated led to a multitude of poli-
tical, legal-procedural and diplomatic crises, with wide domestic and in-
ternational implications. These complications and the debates sur-
rounding them account for the numerous shifts and turns of Roma-
nia’s policy regarding the restitution of nationality, which culminated
in the temporary suspensions of the process of restitution during the
period from 2001 to 2007. 6.1.1
The making of Romanian nationality: Pre-communist legacies 6.1.1
The making of Romanian nationality: Pre-communist legacies Modern Romania was established in 1859 through the state union of
the principalities of Moldova and Wallachia. After their establishment
in the fourteenth century, the two principalities were part of the Byzan-
tine political tradition and Eastern Orthodox religious commonwealth. They fell under Ottoman domination in the fifteenth century and were
subject to Ottoman suzerainty until 1878; and thereafter experienced POLITICS OF CITIZENSHIP IN POST-COMMUNIST ROMANIA 179 major stages of nation- and state-building during the ‘long nineteenth
century’, with such landmarks as the Congress of Paris (1856), the
Congress of Berlin (1879), and the Versailles Peace Treaties (1919-
1920), all part of successive geo-political reorganisations of Southeast
Europe by the great European powers. One can identify several histori-
cal periods in the development of Romanian citizenship, corresponding
to major stages in the process of nation-building and state-building:
1859-1918, 1918-1937, 1937-1944, 1944-1989 and 1989 to the present. 59 9
9
937
937 944
944 9 9
9 9
p
The legal bases of the modern Romanian nationality were set by the
1865 Civil Code, which emulated the French legal system put forward
in the 1804 Code Civil, based on the ius sanguinis principle in ascrib-
ing nationality at birth, and a selective policy of naturalisation of aliens,
favouring those born and raised in the country. The French model was
nevertheless amended in several respects: the Romanian Civil Code,
soon supplemented but also partially (and restrictively) modified by a
modern Constitution adopted in 1866, introduced Christian religion
and Romanian ethnicity as criteria for naturalisation, both absent in
the Code Civil. Firstly, until 1879, Jews were excluded from Romanian
nationality, on the basis of their religion, even if born and raised in the
country for generations; on this basis, they were deprived of substantial
civil, social and political rights. In 1879, under pressure from the inter-
national community, Jews were granted access to naturalisation; how-
ever, instead of a fast and collective citizenship emancipation, Jews
were only allowed to apply for individual naturalisation that could be
granted by parliament by means of a special law adopted for each indi-
vidual case. This lengthy and highly bureaucratic practice explains the
small number of naturalisations before the First World War, the great
majority of Jews remaining non-citizen permanent residents. 6.1.1
The making of Romanian nationality: Pre-communist legacies Secondly,
the Romanian state pursued an active national policy: ethnic Roma-
nians from neighbouring countries immigrating to the ‘mother coun-
try’ were granted privileged access to nationality, without a naturalisa-
tion stage, i.e. without the necessity of having lived in the country for a
period of ten years. (They could prove their ethnic origin by means of
witness accounts or certificates of ethnicity issued by Romanian com-
munities abroad and further corroborated by their knowledge of the
Romanian language.) This practice, euphemistically called ‘recognition’
of citizenship, was justified by the incomplete ethnic boundaries of the
Romanian nation-state and legitimised an irredentist policy of incor-
porating Romanians from Austria-Hungary, Russia and the Balkans. This legal model functioned until the First World War, with only minor
modifications necessitated by the annexation of Northern and Southern
Dobrogea/Dobrudja from the Ottoman Empire and from Bulgaria in
1878 and in 1913, respectively (Iordachi 2002). 180 CONSTANTIN IORDACHI The socio-political upheaval of the Great War brought significant
changes to the Romanian citizenry. Firstly, interwar ‘Greater Romania’
almost doubled in size and population compared to the pre-war ‘Old
Kingdom’ by incorporating the province of Bessarabia (situated be-
tween the rivers Prut and Dniestr and annexed by Russia in 1812) and
territories that had been previously part of Austria-Hungary – namely
Bukovina, Transylvania, the Banat, Maramures¸ and the Partium. For
the first time in their modern history, ethnic Romanians thus lived in
a single ‘national and unitary state’, as Greater Romania was defined
by the 1923 Constitution. Although dominated by Romanians, the new
state also included a high ratio of ethnic and religious minorities: 28.1
per cent of the total population in 1930, including Hungarians (7.9 per
cent), Germans (4.1 per cent), Jews (4.0 per cent), Ruthenians (3.2 per
cent), Russians (2.3 per cent), Bulgarians (2.0 per cent), Gypsies (1.5
per cent), Turks (0.9 per cent) and Tartars (0.1 per cent) (Institutul
Central de Statistica˘ 1940: 44-45). Secondly, the events of the war gen-
erated an unprecedented liberalisation of access to citizenship. Under
international pressure, Romania took final steps towards the full civil
and political emancipation of Jews. Adopted in February 1924, the new
law on nationality granted citizenship to all legal inhabitants of the Old
Kingdom and the annexed territories. 6.1.1
The making of Romanian nationality: Pre-communist legacies It also preserved the main fea-
tures of Romanian citizenship doctrine by stipulating three main ways
of acquiring nationality: (1) by descent, according to the principle of ius
sanguinis; (2) by marrying a Romanian man; and (3) by naturalisation,
after having fulfilled a residence requirement of ten years following the
declaration of intent to naturalise. Foreigners born and raised in Roma-
nia were exempt from the mandatory residential stage, provided they
requested naturalisation upon reaching maturity. Thirdly, the liberalisa-
tion of access to citizenship was accompanied by major socio-political
reorganisations of the country. Comprehensive reforms such as univer-
sal male suffrage (1918), massive land redistribution (1921) and the
new liberal Constitution (1923) remodelled the country into a multi-
party parliamentary monarchy While the new liberal regime remained largely unconsolidated and
marred by major regional and socio-political cleavages, it is important
to note that political pluralism was preserved almost throughout the
entire interwar period, free parliamentary elections being held as late
as 1937, at a time when the European continent was mostly dominated
by authoritarian political regimes. Ironically, the 1937 parliamentary
elections turned out to be Romania’s last free elections before 1990. The Romanian citizenship doctrine suffered significant changes just
prior to and during the Second World War, with long-term legal conse-
quences. Firstly, under the joint pressure of right-wing organisations
from below and the authoritarian tendencies of King Carol II (1930- POLITICS OF CITIZENSHIP IN POST-COMMUNIST ROMANIA 181 1940) from above, in 1938, the multiparty parliamentary regime col-
lapsed, being replaced by a (short-lived) regime of royal dictatorship
(1938-1940). The new political changes were also reflected in a new
law on citizenship, adopted in 1939 at King Carol’s initiative. The law
did not alter the main principles of ascribing citizenship, but intro-
duced numerous changes in the procedure of naturalisation, placed
under the control of the Ministry of Justice. The most important
change was that naturalised citizens were granted full political rights
only six years after the act of naturalisation. The law served as a basis
of Romania’s nationality policy until 1947/1952, when it was amended
and then fully abolished by the new communist regime; however, in
the post-communist period, many of its provisions have been rein-
stated. 6.1.1
The making of Romanian nationality: Pre-communist legacies Secondly, the political accession of the extreme right led to the
massive de-naturalisation of Romanian Jews, their deprivation of sub-
stantive political and civil rights during the royal dictatorship of King
Carol II and their partial deportation and extermination during the dic-
tatorial regime of Ion Antonescu (1940-1944). Thirdly, during the Sec-
ond World War, Greater Romania suffered major territorial losses. In
1940 – under the new political conditions created by Nazi Germany’s
military domination in Europe – Romania was forced to cede North-
Western Transylvania to Hungary and Southern Dobrogea to Bulgaria. Following the 1939 ‘Ribbentrop-Molotov’ Non-Aggression Pact, which
divided the spheres of influence between Nazi Germany and the
USSR, on 28 June 1940 the Soviet army occupied the provinces of Bes-
sarabia and Northern Bukovina. Romania ceded these provinces with-
out resistance, but in June 1941, it joined Nazi Germany’s anti-Soviet
war and managed to temporarily liberate the occupied territories (1941-
1944). In 1944, a coalition of communists and democratic parties ousted
Antonescu from power, reinstated the 1923 Constitution, abolished all
anti-Semitic discriminatory laws and restored citizenship to all denatur-
alised inhabitants. The new democratic Romania also joined the anti-
fascist military coalition and restored its control over Northwestern
Transylvania. The return to the legal and territorial order of interwar
Greater Romania was nevertheless hampered by several factors: firstly,
in 1944, the Soviets reoccupied Bessarabia, which became the Molda-
vian Soviet Socialist Republic (MSSR) and included also the Transnis-
tria region (a long conundrum situated across the river Dniestr) and
Northern Bukovina, which was granted to the Ukraine (together with
the southern part of Bessarabia, detached from the MSSR). Secondly,
the Soviets intervened in the political process by installing the tiny
Communist Party in power and initiating the forceful Sovietisation of
Romania. The understanding of the communist legacy is essential to 182 CONSTANTIN IORDACHI our effort to grasp the main features of citizenship policies in the post-
communist period. 6.1.2
A new legal beginning: Nationality under the communist regime 6.1.2
A new legal beginning: Nationality under the communist regime The communist regime implemented radical changes to Romania’s le-
gal and political system (1945-1989). 6.1.1
The making of Romanian nationality: Pre-communist legacies Through three consecutive consti-
tutions (1948, 1952, 1965), major changes to the civil code and an all-
encompassing set of laws regulating every sphere of activity, the new
political regime broke with the past and redefined the nature of the
state by emulating the Soviet model of development. As a legal bound-
ary defining membership in the national and social-political commu-
nity, citizenship legislation was an essential dimension of the commu-
nist political transformation and was therefore subject to many revi-
sions in 1947, 1948, 1952, 1954, 1956 and 1971, reflecting the shifts
and turns of the political regime. The communist regime redefined the conditions of acquisition and
loss of nationality. With the stroke of a pen, Decree No. 33/1952 abol-
ished all existing laws on citizenship (art. 10); instead, in two pages
and ten articles, it set new rules for the acquisition of Romanian na-
tionality, defining the legal boundaries of the socialist nation. Roma-
nian nationality was ascribed at birth iure sanguinis to children of at
least one Romanian parent. In a major departure from the legal tradi-
tion of the country, the decree thus allowed the transmission of nation-
ality on the paternal as well as on the maternal line in mixed families,
provided that at least one parent lived in Romania. This transmission
could not result in dual citizenship: upon adulthood, children born into
mixed marriages had to choose between the nationality of the mother
or the father, by parental accord. Combined with Decree No. 130/1949
(which allowed official investigations of the paternity of children, thus
eliminating ‘illegitimacy’ as an accepted legal category), these stipula-
tions contributed to the formal legal equality of women, since they
were legally enabled to transmit their own nationality to their children. The decree discontinued the traditional ius soli policy of naturalisa-
tion of aliens born in the country and the privileged naturalisation of
ethnic Romanians living abroad. Decisions on the naturalisations of
aliens, as well as on the renunciations or withdrawals of nationality
were taken by the Presidium of the Grand National Assembly, estab-
lished in 1947 after the abolition of the monarchy and the proclama-
tion of the republic. After 1958, political divergences with Moscow and the move of the
Romanian leaders towards political autonomy and a ‘national’ path to
building socialism led to significant changes in the official socialist
ideology. 6.1.1
The making of Romanian nationality: Pre-communist legacies With the retreat of the Red Army (1958), Romanian leaders POLITICS OF CITIZENSHIP IN POST-COMMUNIST ROMANIA 183 renounced external sources of legitimisation and recuperated tradi-
tional themes of nationalist ideology in an attempt to gain broader do-
mestic support (Shafir 1985). Initiated under the last years of Gheorghe
Gheorghiu-Dej’s rule, the nationalist turn of the regime, which was in-
tensified during the rule of Nicolae Ceaus¸escu (1965-1989), resulted in
a syncretism between nationalism and a ‘decayed Marxism,’ best de-
scribed by the concept of ‘national-communism’ (Verdery 1991). y
p
(
y 99 )
The new nationalist orientation of the regime was also reflected in
the definition given to the legal principle governing the ascription of
nationality at birth. Adopted in 1971, the new Law on Romanian citi-
zenship reconfirmed the principle of ius sanguinis as the very founda-
tion of a homogeneous national community and imbued it with nation-
alist connotations. Art. 5 of the law read: As an expression of the relationship between parents and chil-
dren, of the uninterrupted continuity of the fatherland of previous
generations that fought for social and national freedom, children
born of Romanian parents on the territory of the Socialist Repub-
lic of Romania are Romanian citizens. (emphasis added)2 This definition linked the application of the ius sanguinis principle to
birth on the territory and uninterrupted continuity of the nation in its
‘fatherland’. It made reference not only to parents and children in the
transmission of nationality, but also to generations. Other articles of
the law made evident that this link operated only at symbolic-ideologi-
cal level, the principle of ius sanguinis being in fact also applied to
children of citizens born outside the country. The argument was never-
theless meant to emphasise the ‘autochthonous’ roots of the Romanian
people and the historical ‘symbiosis’ between the nation, its territory
and the new socialist citizenry, thus alluding to the idea of organic na-
tionalism elaborated by Romantic nationalist thinkers in the first half
of the nineteenth century and brought to political prominence by right-
wing organisations in the interwar period. In addition to ascription through ius sanguinis at birth, Romanian
nationality could also be acquired by naturalisation, by adoption and by
repatriation. 6.1.1
The making of Romanian nationality: Pre-communist legacies Naturalisation was granted at adulthood by the Council of
State (a leading organ of the republic created in 1961) to persons who:
a) were born in Romania and lived there at the time of their request; b)
were born abroad but had lived uninterruptedly in Romania for at least
five years; c) were married to a Romanian citizen and had lived in the
country for at least three years. In addition to the residence condition,
aliens were required to: 1. prove, through their behaviour and attitude, attachment to the Ro-
manian state and the Romanian people; 1. prove, through their behaviour and attitude, attachment to the Ro-
manian state and the Romanian people; 184 CONSTANTIN IORDACHI 2. be eighteen years of age or above; 2. be eighteen years of age or above; 2. be eighteen years of age or above; 2. be eighteen years of age or above; 3. undertake socially useful work or prove sufficient material means
of subsistence; 4. renounce their foreign nationality or any commitment of loyalty to
a foreign power and swear allegiance to Socialist Romania. The Romanian state reserved its right to unilaterally withdraw the na-
tionality of those individuals who ‘broke with the fatherland by cross-
ing the border clandestinely or, after relocating their domicile abroad,
assumed a foreign nationality, worked against the interests of the coun-
try or enrolled in a foreign army’ (art. 19). Access to nationality was
firmly controlled by the executive power; Ceaus¸escu alone, as the presi-
dent of the Council of State (from December 1967 to December 1989),
could grant or withdraw Romanian nationality. POLITICS OF CITIZENSHIP IN POST-COMMUNIST ROMANIA POLITICS OF CITIZENSHIP IN POST-COMMUNIST ROMANIA 185 6.2.1
Acquisition at birth The ascription of Romanian nationality at birth is governed solely by
the principle of ius sanguinis, being granted to children who are: 1)
born within the territory of the country to two Romanian citizen par-
ents; 2) born within the territory of the country in mixed marriages
with only one Romanian citizen; and 3) born abroad to at least one Ro-
manian parent. That the principle of ius soli is of no relevance in the
ascription of nationality at birth is made evident by the provisions con-
cerning the nationality of newly-born children of unknown parents;
they are granted citizenship not on the basis of their birth on Roma-
nia’s territory, but under the assumption that their parents held Roma-
nian nationality (art. 5). Evidence to the contrary results in loss of na-
tionality, followed by the obligation of naturalisation (art. 30). In order
to make it clear that this procedure does not constitute an ius soli as-
cription of nationality, a 2003 amendment to the citizenship law re-
phrased art. 5 to read that the child found on Romanian territory ‘is
considered to be [instead of ‘is…’] a Romanian citizen’ (art. 5, 3/1; em-
phasis added). 6.2
Democratic transformation: Current regulations on
ascription, acquisition and loss of nationality The 1989 collapse of the communist regime and the gradual democra-
tisation of the political system had a powerful impact on Romanian ci-
tizenship legislation, resulting in the redefinition of the legal criteria of
membership in the national community. Without significant dissident
or reformist movements during the communist period on which to
build the process of democratisation, post-communist Romania mod-
elled its legal and political systems on the interwar political regime: the
restitution of urban and land property, the recreation of political parties
and parliament’s structure and organisation were all shaped by its pre-
communist tradition. Yet, in many ways, the communist legacy deeply
affected the society and could not be written off as a simple ‘parenth-
esis’ in the country’s development. Citizenship legislation is a relevant example in this respect. Adopted
in March 1991, the new Law on Romanian Citizenship was modelled
on the 1939 Law, abrogated by the communist regime in 1952; yet it
also preserved many provisions of the 1971 Law, resulting in a novel
synthesis. The 1991 Law specified four main ways of acquiring nation-
ality by different categories of inhabitants: 1. ascription at birth, through transmission iure sanguinis to descen-
dants of citizens, provided at least one of the child’s parents holds
Romanian nationality at the time of the child’s birth; 2. adoption of an alien child by a Romanian citizen; 3. by the act of repatriation of former citizens; and 4. upon request, by naturalisation of aliens born in Romania or who
have lived there for a certain period of time. 6.2.2
Naturalisation The 1991 Law granted naturalisation, upon request, to adult aliens and
their minor children, who were: a) born in Romania and lived there at
the time of their request; b) born abroad but had lived uninterruptedly
in Romania for at least five years; c) married to a Romanian citizen and
had lived in the country for at least three years. In addition to the resi-
dence requirement, applicants also had to: 1. prove, through their behaviour and attitude, their attachment to the
Romanian state and people; 1. prove, through their behaviour and attitude, their attachment to the
Romanian state and people; 2. be eighteen years of age or above; 3. prove they possess sufficient material means of existence; 4. have a clean criminal record; and 5. have ‘sufficient knowledge of the Romanian language’ in order to 5. have ‘sufficient knowledge of the Romanian language’ in order to
be able to integrate into society. 5. have ‘sufficient knowledge of th
be able to integrate into society. Although the naturalisation requirements have been amended several
times since 1991 (see next section), the procedure of naturalisation,
which is patterned on the 1939 Law, has remained the same. Applica-
tions have to be filed personally or through authorised attorneys to a
Commission of Citizenship set up by the Ministry of Justice and made
up of five judges of the Bucharest Court, appointed for four years by
the president of the court. Upon their registration, requests for natura-
lisation are published in the Official Monitory of Romania, Part III, and 186 CONSTANTIN IORDACHI are subsequently examined by the Commission. Decisions on naturali-
sation are taken by the Romanian government upon the recommenda-
tion of the commission and are published in the Official Monitory of
Romania, Part I. Naturalisation becomes effective upon the would-be
citizens taking the oath of loyalty in front of the Ministry of Justice, a
sub-secretary of state, or the chief of diplomatic missions abroad. y
p
Romanian citizenship legislation underwent substantial amend-
ments, additions and modifications in 1999, 2002, 2003 and 2008
which were necessitated by the process of European integration and
the intensification of immigration and emigration. As a reaction to
growing migration tides, coupled with EU pressure to strictly control
external acquisitions of Romanian citizenship, requirements for natur-
alisation have been tightened. 6.2.2
Naturalisation The mandatory residence period for the
naturalisation of foreigners was increased from five to seven years in
1999, and to eight years in 2003 (albeit reduced to five years for for-
eigners married to Romanian citizens). In order to eliminate cases of
fraud, a 1999 amendment demands a ‘continuous, stable and legal’ re-
sidence, while a 2003 amendment requires foreigners applying for nat-
uralisation to effectively relocate to Romania, spend at least six months
per year in the country and pay taxes there.3 In 1999, the residency re-
quirement was reduced to half for persons of international reputation,
a privilege granted since 2003 also to those who have invested more
than 500,000 euros in Romania. In 2008, this sum was increased to 5
million euros and the shorter residency requirement was extended also
to refugees and to citizens of EU Member States. Moreover, besides the longer residency requirement, a 1999 amend-
ment to art. 9 of the law introduced additional conditions for naturali-
sation, such as sufficient knowledge of the Romanian language, of ‘ele-
mentary notions of Romanian culture and civilisation,’ of the Constitu-
tion
and,
since
2003,
of
the
national
anthem. Applicants
for
naturalisation also need to sign a declaration of loyalty to the Roma-
nian state. Persons suspected of terrorism and those who present po-
tential threats to national security are ineligible for naturalisation. 6.2.3
Loss of nationality According to the 1991 Law, Romanian nationality can be forfeited: 1) as
a result of the unilateral withdrawal by the state; 2) through voluntary
individual renunciation by citizens; 3) or in other special cases, such as
the adoption of children by foreign citizens (art. 24). Firstly, the Roma-
nian state could terminate the nationality of those individuals who had
obtained their naturalisation by fraud, who worked abroad against the
interests of the country or who enrolled in an enemy army (art. 25). Secondly, the Law allowed Romanian citizens to renounce their nation- POLITICS OF CITIZENSHIP IN POST-COMMUNIST ROMANIA 187 ality ‘for solid reasons’ according to a special procedure and pending of-
ficial approval, provided they are not under trial and have no debts to
private or public parties (art. 27). Since 2001, in particular, Romania has become a major source coun-
try of labour migration, especially to Italy and Spain; taking advantage
of the freedom of movement, an estimated two to two and a half mil-
lion Romanian citizens currently live and work abroad either tempora-
rily or permanently. The most recent stipulations on the loss of Roma-
nian nationality express the Romanian state’s concern to preserve legal
ties with its citizens living abroad and to reduce the number of external
renunciations of nationality. To this end, in 2003, the Romanian state
waived its right to unilaterally terminate the nationality of ‘natural citi-
zens’ who had obtained it at birth (art. 24.d). In addition, in 2007, the
procedure for the individual renunciation of citizenship became even
more complex, costly and bureaucratic. These stipulations, combined
with the fact that the principle of ius sanguinis operates externally
without generational limits (so that Romanian nationality can be
passed on indefinitely to subsequent generations born abroad even in
cases of acquisition of a new nationality as long as parents do not re-
nounce their nationality of origin), account for the fact that the number
of individual renunciations or losses of Romanian nationality has been
rather small – varying from 12,594 persons in 1999 to 10,938 persons
in 2005 (National Institute of Statistics 2006: 81-83) – especially when
compared to the massive number of Romanian citizens living abroad
on a temporary or even permanent basis. 6.2.4
Restitution of nationality and multiple memberships The most debated provision of the post-communist citizenship legisla-
tion was the right to restitution of nationality to former citizens. A tra-
ditional feature of the Romanian modern legal system, the right to re-
naturalisation survived in various forms under the communist regime
as well. Although the Socialist Republic conceived of itself as a new
state and granted citizenship to all inhabitants living in the country, it
also (partially) employed the principle of restitution in order to recon-
struct Romania’s interwar citizenry on new political bases. Thus, a law
passed in 1947 restored Romanian nationality to all those denaturalised
during the Second World War under discriminatory legislation or for-
eign occupation. The 1952 decree granted Romanian nationality to all
inhabitants who had settled in the country by 1920 (the ratification of
the Peace Treaty with Austria) but who had failed to qualify for citizen-
ship under previous laws. Another decree passed in 1954 reconfirmed
Romanian nationality for all those who had held this legal status as of
28 June 1940 and had resided in Romania ever since. Under Soviet 188 CONSTANTIN IORDACHI pressure, the deadline for restitution was chosen specifically to exclude
from this right the inhabitants of Soviet-occupied Bessarabia and
Northern Bukovina, a clear indication of the limits of the communists’
policy on nationality restitution. p
y
y
The communist regime also permitted the re-naturalisation of for-
mer citizens, but granted this right according to strict political criteria. Art. 1.c of the 1952 Decree and art. 7 of the 1971 Law allowed former ci-
tizens to reacquire their nationality upon request on the basis of a spe-
cial authorisation issued by the Presidium of the National Assembly or,
after 1969, by the Council of State. Re-naturalisation was conditional
on the renunciation of the claimant’s foreign nationality, repatriation
and ‘integration into the socialist society’ (i.e. integration into the work-
force) as well as an attachment to the communist political regime, to
be affirmed by an oath of loyalty. In exceptional cases, the Council of
State authorised former citizens applying for re-naturalisation to main-
tain their domicile abroad, but they were expressly required to re-
nounce ‘in an authentic form’ their foreign nationality or – in case they
did not hold a foreign nationality – ‘any commitment, obligation of fi-
delity or oath of loyalty to a foreign state’ (1971 Law, art. 10 and art. 11). 6.2.4
Restitution of nationality and multiple memberships Due to massive violations of human rights and the deterioration of the
standard of living, few former citizens applied for repatriation; on the
contrary, in the late 1980s, numerous Romanian citizens fled abroad
in order to escape political persecution and material hardship. Upon the collapse of the communist regime, the repatriation of pre-
viously persecuted persons and the restitution of nationality to former
citizens were the major concerns of the new revolutionary power,
which was eager to resume ties with the Romanian Diaspora and kin-
minorities abroad. On 31 December 1989, the National Salvation Front
guaranteed the right of repatriation to all Romanian citizens residing
abroad (Decree No. 7). In addition to the repatriation of Romanian citi-
zens in exile, the decree also facilitated the reacquisition of nationality
by former Romanian citizens living abroad (art. 2), by request, through
the act of repatriation. Unlike the 1971 Law, the new decree did not re-
quire former citizens re-naturalised in Romania to renounce their for-
eign nationality, thus implicitly opening a gate to dual nationality. In May 1990, a new decree passed by the provisional government
enlarged the rights to reacquisition of nationality by former citizens. While the 1989 Decree made re-naturalisation conditional on repatria-
tion, the 1990 Decree granted former citizens the right to retrieve their
Romanian nationality, upon request, ‘even if they hold another nation-
ality and they do not establish their domicile in Romania.’4 In doing
so, the decree explicitly allowed certain categories of citizens to hold
dual nationality for the first time in Romania’s legal history. POLITICS OF CITIZENSHIP IN POST-COMMUNIST ROMANIA 189 The provisions on repatriation and reacquisition of nationality were
reconfirmed and enlarged by the 1991 Law on Citizenship. The law sti-
pulated three modalities for the reacquisition of Romanian nationality:
(1) by repatriation (art. 8); (2) re-naturalisation by request without repa-
triation (art. 11); and (3) ‘restoration’ of nationality to former Romanian
citizens (art. 35) living in the lost territories of the interwar Greater Ro-
mania. Firstly, the law guaranteed former citizens the right to re-natur-
alisation through repatriation: ‘The person who has lost Romanian citi-
zenship can re-acquire it through repatriation, if he or she expresses a
manifest desire to do so’ (art. 8). 6.2.4
Restitution of nationality and multiple memberships (Equally eligible
were the inhabitants of Southern Dobrudja ceded by Romania to Bul-
garia in 1940, yet no claims to Romanian citizenship were reported
from this province). p
)
Secondly, in a departure from the established legal tradition of the
country that had prohibited dual nationality, the law allowed re-natura-
lised former Romanian citizens to retain their foreign nationality as
well as their domicile abroad. In doing so, the law generated a novel ca-
tegory of non-resident dual citizens living in neighbouring countries. g
y
g
g
g
Thirdly, compared to regular naturalisations, the restitution of na-
tionality was subject to a simpler procedure: re-naturalisation requests
could be sent by post or by third-party intermediaries to the Romanian
embassies or consulates abroad. Applicants were exempt from consular
taxes and the major conditions of naturalisation required of ‘regular’
aliens. Moreover, the process of re-naturalisation did not necessitate an
official interview and the personal presence of the claimant in Buchar-
est, as the oath of loyalty could be taken at Romania’s diplomatic repre-
sentations abroad. It was thus technically possible for a descendant of
a former citizen living abroad to ‘reacquire’ Romanian citizenship with-
out ever travelling to the country. g
y
Overall, the legislation on the reacquisition of Romanian nationality
was highly expansive, albeit legally ambiguous. It combined the right
to re-naturalisation of expatriates and their repatriation with the princi-
ple of restoration of nationality to former citizens and their descen-
dants living in former historical provinces of interwar Greater Roma-
nia, including their right to hold dual nationality. How can one account
for these multiple forms of nationality restitution? According to the
legislators, the motivations behind these provisions were democratic,
as they were meant to redress communist injustice by allowing anti-
communist political dissidents or expatriates to reacquire, upon re-
quest, their lost rights. Adopted in anticipation of the imminent dis-
memberment of the USSR, the March 1991 Law was also animated by
implicit nationalist motivations, which aimed to symbolically undo the
effects of the Soviet occupation of Bessarabia and Northern Bukovina
and to reconstruct the interwar national community. Seen in a histori-
cal retrospective, the law thus completed the process of restoration of
the citizenship body of interwar Greater Romania. 6.2.4
Restitution of nationality and multiple memberships Secondly, in line with the 1990 De-
cree, the 1991 Law allowed reacquisition of nationality by former Ro-
manian citizens even without repatriation: ‘[f]ormer Romanian citizens
who, before 22 December 1989, have lost their Romanian citizenship
for different reasons,’ can reacquire Romanian citizenship by request
even if they retain their foreign citizenship and their domicile abroad
(art. 37; emphasis added). Thirdly, and most importantly, the 1991 Law
introduced a new form of access to Romanian nationality that can be
generically called ‘restoration’ or ‘restitution.’ An additional paragraph
to art. 37 stipulated that the right to reacquisition of nationality is also
granted to all those who ‘were stripped of Romanian citizenship against
their will or for reasons beyond their control, and their descendants’ (em-
phasis added). Due to the imprecise and ambiguous wording of the law, at first
glance, the difference between the second and third forms of re-natura-
lisation is not evident: the second referred to those who had lost Roma-
nian citizenship ‘for various reasons’, while the third referred to those
who had lost citizenship ‘against their will or for reasons beyond their
control’. The official interpretation of the law, however, made it evident
that the first paragraph referred to those who had lost nationality as a
result of individual actions that unilaterally breached their citizenship
contract with the Romanian state, while the second concerned those ci-
tizens denaturalised en masse as a result of territorial changes. In so
doing, the additional paragraph to art. 37 introduced several major in-
novations into Romanian citizenship legislation: Firstly, the right to reacquisition of nationality was not restricted only
to those persons who had emigrated due to political persecution or
were stripped of citizenship by the communist regime; it was also
granted to ‘all former citizens and their descendants’ regardless of when
or under what conditions they had lost Romanian nationality. Although
not specifically mentioned in the text of the law, the main beneficiaries
of the policy of restoration of nationality have been the inhabitants of
the former Soviet Socialist Republic of Moldova, and those of the pro-
vinces of Northern Bukovina and Southern Bessarabia in the Ukraine. Following the Soviet wartime occupation, the inhabitants of these pro- 190 CONSTANTIN IORDACHI vinces were forcefully stripped of their Romanian nationality; the 1991
Law has enabled them to retrieve that legal status. 6.2.4
Restitution of nationality and multiple memberships Initiated in the post-
1944 period (see above the laws adopted in 1947, 1952 and 1954), this
process had, under Soviet pressure, left out the inhabitants of Bessara-
bia and Northern Bukovina. POLITICS OF CITIZENSHIP IN POST-COMMUNIST ROMANIA 191 6.3
Current political debates The new policy on the restitution of nationality has triggered numer-
ous domestic and international political debates. Far from concentrat-
ing on legal technicalities, these debates were linked to major political
issues such as the communist legacy, the ethnic-cultural boundaries of
the nation, issues of state sovereignty and territoriality, diplomatic rela-
tions with neighbouring countries and the compatibility of this policy
with the European standard on nationality laws and minority protec-
tion. 6.3.1
Dual nationality A first set of political debates concerned the right to dual nationality. Was dual nationality permitted only for former citizens reacquiring Ro-
manian nationality or was it open to all Romanian citizens? Although
the 1991 Law on Romanian Citizenship allowed re-naturalised Roma-
nian citizens to hold dual nationality, this provision did not imply a
generalised acceptance of dual nationality, but only a tolerance of dual
membership of re-naturalised citizens. For other modes of naturalisation,
the 1991 Law explicitly eliminated the tolerance of dual nationality. For
example, children adopted by aliens lost their Romanian nationality
upon acquiring the nationality of their adoptive parents (art. 29). Yet,
as noted above, the law did not contain provisions referring to the legal
status of Romanian citizens residing abroad who acquired another na-
tionality, and did not expressly oblige them to renounce their Roma-
nian nationality if the receiving state tolerated dual nationality in natu-
ralisations, thus de facto allowing for dual membership. g
p
The most debated issue was the right of Romania’s ethnic Hungarians
to hold dual nationality, mostly in connection with campaigns by politi-
cal forces in Hungary for their access to Hungarian nationality (for de-
tails on these campaigns, see Kova´cs & To´th in this volume). The Ro-
manian-Hungarian post-communist debate over dual nationality was
linked to a wider ideological controversy between the two countries
over contrasting but also overlapping definitions of the nation (Iordachi
2004: 257-260). These debates originated in the separation of the citi-
zenries of the two countries following the collapse of Austro-Hungary
after the First World War, and led to numerous diplomatic and territor-
ial conflicts. During the communist period, Hungary abandoned the
idea of recovering lost territories but focused instead on the issue of
kin-minority protection, legitimised by an ethno-cultural definition of
the nation. To Hungary’s policy of treating its kin minorities abroad as
an integral part of the Hungarian nation and its pretence of monitor-
ing their treatment in neighbouring countries, Romania answered with 192 CONSTANTIN IORDACHI a statist definition of the nation according to which all inhabitants of
the country – irrespective of their ethnicity – were Romanian citizens
and full members of the socialist nation, ethnic Hungarians included. 6.3.1
Dual nationality The Romanian-Hungarian political-diplomatic conflict over the status
of ethnic Hungarians in Romania reached a peak in the late 1980s, as
became manifest, for example, during the meetings of the Conference
for Security and Cooperation in Europe that took place in Vienna
(1986-1989); it also continued in the post-communist period, even if at
a lower intensity. Leading Romanian politicians criticised the stipula-
tions of the 2001 Hungarian Status Law pertaining to Romanian citi-
zens of Hungarian origin, agreeing to its implementation only after
Hungary granted access to its labour market to all Romanian citizens,
irrespective of their ethnicity; they also declared their opposition to the
granting of dual nationality to Romania’s ethnic Hungarians. With the
liberalisation of the status of dual citizens in Romania in 2003 (see
next paragraph), on the one hand, and the failure of the 2004 national
referendum in Hungary over granting dual nationality to ethnic Hun-
garians living abroad, on the other hand, the debates over the issue
faded away from the public agenda, with dual citizenship ceasing to be
a matter of political contestation. In retrospect, it is important to note
that, while rejecting the right to dual nationality for Romania’s ethnic
Hungarians, Romanian policymakers defended this right in the case of
Moldovan citizens opting for Romanian nationality. This contradiction
can be explained by the fact that Romania acted simultaneously in a
double role: as a ‘nationalising state’ in regard to the Hungarian minor-
ity in Transylvania and as an ‘external homeland’ in relation to ethnic
Romanians in Bessarabia and Bukovina (Iordachi 2004: 32; for a con-
ceptualisation of these roles, see Brubaker 1996). p
99 )
A second set of debates concerned the legal status of dual citizens. The 1991 Constitution restricted the political rights of dual citizens,
granting access to ‘public office or dignity, civil or military,’ only to per-
sons ‘whose citizenship is only and exclusively Romanian, and whose
domicile is in Romania’ (art. 16.3; emphasis added). Gradually, the
great increase in the number of dual citizens led to a ‘normalisation’ of
their status. In 2003, as part of numerous amendments to the Consti-
tution, the restrictions on the political participation of dual citizens
were lifted. 6.3.1
Dual nationality Currently, the only condition of eligibility to public office,
including the parliament and the presidency, is ‘Romanian citizenship
and domicile in the country.’ The restoration of Romanian nationality to Moldovan and Ukrainian
citizens has generated a new category of non-resident dual citizens. What
is the legal status of these absentee citizens? According to the Roma-
nian legislation, non-resident dual citizens acquired automatic access
to full social and political rights, except for the rights and obligations POLITICS OF CITIZENSHIP IN POST-COMMUNIST ROMANIA 193 that are temporarily discontinued for citizens residing abroad, such as
the obligation to pay taxes and perform one’s military service (also dis-
continued for resident citizens since 2006), and – until 2003 – eligibil-
ity for public offices and awards (restricted for dual citizens; see above
paragraph). It is intriguing to note, however, that the public debates
over the restoration of Romanian nationality and the right to dual na-
tionality focused on the national and geo-political effects of this policy,
mostly in connection to Romania’s relation to the Republic of Moldova
and, to a lesser extent, the Ukraine. The debates did not address the
question of the new citizens’ potential socio-political integration into
Romanian society or the devaluation of citizenship implied by the pol-
icy of granting nationality to persons who have not proven their knowl-
edge of the country’s legislation and might not have even visited Roma-
nia. The massive numbers of restitutions of Romanian citizenship to
Moldovan and Ukrainian citizens also generated international debates
regarding issues of overlapping citizenries and the loyalty of dual citi-
zens. Firstly, Romania’s policy on the restitution of nationality contra-
dicted the internal legislation of two neighbouring states, since neither
Moldova (until 2000) nor the Ukraine allowed their citizens to hold
dual nationality. Secondly, Moldovan and Ukrainian policymakers ac-
cused Romania of using dual nationality as a strategy of increasing its
political influence in the region, with the final aim of reacquiring its
lost territories. Romania’s citizenship policy was thus perceived as add-
ing to regional instability rather than to retroactive justice and integra-
tion. Diplomatic debates concentrated mainly on Romania’s relationship
to the Republic of Moldova. With the establishment of the new state in
1991, Romania was trapped in ‘the dilemma of the Romanian-Roma-
nian relations’ (Cojocaru 2001). 6.3.1
Dual nationality In the early 1990s, the diplomatic rela-
tions between the two countries seemed to proceed in tune with the
strategy of the ‘two Romanian states’, put forward by the Moldovan
Popular Front and shared by numerous politicians in Romania, accord-
ing to which Moldova’s independence represented the first step toward
a gradual and negotiated process of political unification between the
two countries. To this end, Romania inaugurated a policy of special
partnership with Moldova, introduced visa-free and passport-free travel
between the two countries, set up special educational programmes for
Moldovan students and built a comprehensive network of inter-minis-
terial consultations. However, at the political-diplomatic level, the two
countries soon drifted further apart. That was mostly because the Re-
public of Moldavia was tormented by internal inter-ethnic conflicts and
secessionist movements, tacitly or openly supported by Moscow, which
degenerated into a civil war in 1992 in the multiethnic province of 194 CONSTANTIN IORDACHI Transnistria (also known as the Trans-Dniestr region). Fearing that
ethnic strife would lead to disintegration, Moldovan leaders decided to
consolidate the statehood of the new republic by relying on the Soviet
version of local identity, i.e. on Moldovenism rather than on the pan-Ro-
manian national identity. This change in Moldova’s internal policy af-
fected its relations to Romania. At the official level, the formula of the
‘two Romanian states’ was gradually abandoned, with Romania and
Moldova defining themselves as ‘two brotherly states’ and then more
neutrally as ‘two neighbouring states’. After the electoral victory of the
Communist Party in 2001, the diplomatic relations between Romania
and the Republic of Moldova worsened considerably. The new Moldo-
van President Vladimir Voronin launched aggressive cultural polices
meant to strengthen the Moldovan identity, to marginalise Greater Ro-
manian unionist forces and to forcefully reduce Romania’s political in-
fluence in the republic. Moreover, blaming Romania’s irredenta poli-
cies, Voronin put forward his own plans for a Greater Moldova, raising
territorial claims to Romania’s province of Moldova.5 This obstruction-
ist policy led to an almost complete deadlock in the diplomatic rela-
tions between the two countries. 6.3.2
The restoration of nationality in practice: Domestic and international
constraints 6.3.2
The restoration of nationality in practice: Domestic and international
constraints From 1991 to 2001, the policy of restoration of Romanian nationality
was applied without major convulsions, resulting in massive (re-)natur-
alisations of Moldovan citizens. Since 2001, however, Romania has
considerably slowed down the process of restitution for two main rea-
sons. Firstly, the number of applications from Moldova has increased
dramatically since January 2001, when Romanian citizens were
granted visa-free travel in the Schengen space, effectively clogging the
bureaucratic process of restoration of nationality. Secondly, although
the European Commission repeatedly stated that the policy of restitu-
tion of citizenship is an internal matter for Romania, several EU agen-
cies voiced concerns that, upon Romania’s accession in January 2007,
the country’s policy on restitution of nationality could become an un-
controllable gate of access to the Schengen space of non-EU citizens,
bypassing restrictive immigration policies. These combined challenges
generated a series of crises in the process of restitution, leading to its
intermittent suspension from December 2001 to September 2007. According to official figures, between August and December 2001
alone the Commission for Citizenship received approximately 300 de-
mands for nationality per day, or an aggregate of 19,000 in six
months.6 Confronted with this massive influx of requests, the govern-
ment temporarily suspended the provisions on the restoration of na- POLITICS OF CITIZENSHIP IN POST-COMMUNIST ROMANIA 195 tionality by emergency ordinances valid for two periods of six months
each, from December 2001 to June 2002, and then again from Novem-
ber 2002 to May 2003, subsequently approved by parliament. In justi-
fying the approval of the second ordinance, a parliamentary report in
April 2003 pointed out that the ‘explosive increase in the number of
demands’ blocked the work of the commission, which was composed
of only five magistrates. 6.3.2
The restoration of nationality in practice: Domestic and international
constraints It also blamed the fact that, according to offi-
cial statistics, most of the re-naturalisation demands were opportunis-
tic, being made ‘in the new context created by the elimination of visa
requirements for Romanian citizens who travel in the Schengen space,
as well as in view of Romania’s prospective integration into the North
Atlantic structures.’ Pointing out that ‘the reparatory character taken
into account at the time of elaboration of the Law on Citizenship is
present in fewer and fewer cases,’ the parliament asked the govern-
ment to identify a legal solution ‘to eliminate re-acquisitions of nation-
ality for a purpose alien to the original intention of the law.’7 At the end of each period of suspension of the restoration of nation-
ality, the government implemented major alterations of the citizenship
law by two emergency ordinances passed in June 2002 and April
2003. The first ordinance unified the provisions on the reacquisition of
nationality with those on the restoration of nationality in a single arti-
cle (art. 10) placed in the section dealing with naturalisation, thus im-
plying that the restoration of nationality to former citizens was a privi-
leged naturalisation granted by the Romanian state and not an auto-
matic
entitlement
to
nationality. The
restoration
of
nationality
continued to be exempted from consular taxes (art. 36, para. 2); in ad-
dition, claimants were given the right to contest the decision of the
Commission of Citizenship during an interval of fifteen days. p
g
y
These new provisions did not offer an efficient solution to the flood
of naturalisation demands, so that in November 2002 – just four
months after its reinstatement – the government yet again suspended
the restoration of nationality process for six months. In May 2003,
upon the expiry of the new deadline, the law on citizenship was altered
once more by a governmental ordinance approved by parliament with
minor modifications in October 2003. The new ordinance reinstated
the suspended provisions on the restoration of nationality as two addi-
tions to art.10 dealing with the reacquisition of nationality (classified as
art. 101 and 102), but introduced ample amendments to their imple-
mentation: Firstly, applicants to the restoration of nationality became
subject to almost all of the conditions for naturalisation demanded of
aliens; the only condition waived for former citizens was the obligation
to relocate to Romania and reside there for a mandatory period. 6.3.2
The restoration of nationality in practice: Domestic and international
constraints Sec-
ondly, the requests for nationality had to be handed in personally to the
Commission of Citizenship in Bucharest and only ‘in thoroughly justi- 196 CONSTANTIN IORDACHI fied cases’ by attorneys or third parties. Until 2003, the requests for re-
acquisition of Romanian nationality could be filed not only personally
but also ‘by third parties’, either at the Ministry of Justice in Bucharest
or at Romania’s consulates abroad. According to media reports, this
procedure led to the creation of clientelist networks in Moldova for the
collection of dossiers and their transport in huge packages to Buchar-
est. In order to eliminate these practices, the new ordinance obliged ap-
plicants to travel personally to Bucharest, sometimes for undetermined
periods of time necessitated by the new bureaucratic procedures, thus
increasing the costs of naturalisation. Thirdly, the ordinance introduced
a new form of re-naturalisation of former citizens and their descen-
dants: a new article 102 allowed persons eligible for the restoration of
nationality to apply for naturalisation directly at the Ministry of Justice
after four years of continuous residence in Romania. This provision
was another indication that Romanian authorities intended to trans-
form the restoration of nationality into a privileged form of naturalisa-
tion of former citizens relocating to Romania. Fourthly, in order to
eliminate opportunistic reacquisitions of nationality, the new amend-
ments stripped new citizens of some of the most immediate advan-
tages of Romanian nationality: art. 37 stated that former citizens who
reacquire nationality and effectively live in Romania ‘cannot exercise
their right to free movement of persons’, i.e. they are forbidden to tra-
vel abroad with a Romanian passport during the first four years after
their naturalisation. Exceptions to this rule were allowed only in emer-
gency situations, such as periods of study abroad, family unification,
medical treatment abroad, etc. This overt form of discrimination
against a certain category of Romanian citizens because of the manner
of their naturalisation was abolished in September 2007. p
7
These substantial amendments to the citizenship law revealed the
government’s intention to discontinue the restitution of nationality to
former citizens living in Moldova and the Ukraine, transforming it in-
stead into a selective and privileged naturalisation of alien ethnic Roma-
nians relocating to Romania, after a residence of four years. 6.3.3
The restoration of nationality reloaded 6.3.3 Predictably, the May 2003 amendments to the citizenship law led to an
almost complete deadlock in the process of re-naturalisation, at a time
when the number of applications was soaring. The restrictive policy of
the government triggered incendiary reactions from the pro-Moldovan
interest groups in Romania, who conducted media campaigns against
the governmental policy and – with the help of naturalised Moldovans
elected in the Romanian parliament – initiated bills for amending the ci-
tizenship law. The most contested provision was the applicants’ obliga-
tion to travel to Bucharest and file their dossiers in person. Following
street protests in Bucharest of Moldovan citizens applying for naturalisa-
tion, this condition was finally abrogated by parliament in June 2003. y
g
y p
3
In March and April 2006, two open letters signed by 25 non-govern-
mental organisations from Romania and Moldova urged the govern-
ment to unblock the process of nationality restitution. The petitioners
argued that the bureaucratic blockage was ‘premeditated,’ with the
Ministry of Justice deliberately creating obstacles to the restoration of
nationality. In their view, the restoration of nationality was a ‘legitimate
right’ of the Moldovans and its denial by the Romanian government
violated basic human rights and established principles of international
law. The petitioners also denounced the restrictions on free movement
imposed on new citizens, arguing that this provision discriminated
among Romanian citizens according to their place of residence and the
manner of their naturalisation, in direct violation of the Constitution
which stated that all citizens are equal before the law. In two consecutive responses, the Ministry of Justice pointed out that
the restoration of nationality is not an automatic entitlement of former
citizens but a right granted by the Romanian state under certain condi-
tions. Acknowledging that the Commission for Citizenship was over-
whelmed by the large number of applications, the Ministry pledged to
consider potential solutions to the problem.9 In 2006, two parliamentary bills attempted to provide a legal solu-
tion to the issue. 6.3.2
The restoration of nationality in practice: Domestic and international
constraints Thus,
while former citizens living abroad were required to fulfil additional
conditions that made their naturalisation very lengthy and difficult, for-
mer citizens working, studying or living in Romania were granted ac-
cess to direct naturalisation after a residence period of four years, by
means of a special procedure. In addition, by requiring applicants to
possess ‘knowledge of the Romanian language and elementary notions
of Romanian culture and civilisation’,8 the government made it more
difficult for non-ethnic Romanian applicants to recover their lost na-
tionality, fuelling suspicion that the new conditions were specifically
meant as an obstacle to their re-naturalisation. POLITICS OF CITIZENSHIP IN POST-COMMUNIST ROMANIA 197 6.3.3
The restoration of nationality reloaded In order to speed up the restoration of nationality pro-
cess, they proposed simplifying the procedure, shortening the proces-
sing time, allocating more magistrates to the task and making the
Commission of Citizenship responsible for the resolution of demands
within ‘reasonable administrative deadlines.’10 The senate nevertheless
rejected both bills on the grounds that they contradicted Romania’s ob-
ligations under the EU treaty of accession, and that they would lead to
potential conflicts with the Commission of the European Union.11 More recently, however, mounting public and political pressure has
convinced the government to again modify its citizenship laws. In Sep-
tember 2007, a new governmental ordinance facilitated the restoration 198 CONSTANTIN IORDACHI of nationality by means of major procedural amendments. Firstly, the
Commission of Citizenship now consists of five specially appointed jur-
idical councillors on a full-time basis, who replace the regular part time
judges. Applications for nationality can be sent by post as well; incom-
plete files are not automatically rejected, with later additions also being
permitted. Secondly, in order to speed up the process of naturalisation,
the decisions are now also taken by the Minister of Justice and not so-
lely by the entire Council of Ministers. Rejections can be appealed by
applicants in local courts, not only in Bucharest; new requests for na-
tionality can also be filed one year after a rejection. The ordinance also
obliges naturalised citizens to take the oath of allegiance no later than
three months after the decision to naturalise instead of within one year
as previously requested. It is expected that these amendments will
speed up the process of naturalisation and will increase the number of
Moldovan citizens acquiring Romanian nationality. Source: Monitorul Oficial al României, Part I; calculated from official sources made available
by Constantin Dolghier, available at http://cetatenie.info.tm 6.4
Statistics on the restitution of nationality Since there are no general official statistics available, the number of
former citizens and their descendants re-naturalised to Romanian na-
tionality is highly contested. Official sources acknowledge a number of
102,000 Moldovan and Ukrainian citizens naturalised until 2001; no
general figures have been released for the period since then. According
to alternative unofficial estimates, the Romanian government granted
nationality to at least 300,000 Moldovan citizens belonging to various
ethnic groups between 1991 and 2000 alone.12 The number of ‘restitu-
tions’ of nationality to Moldovan and Ukrainian citizens dropped to in-
significant levels in the period 2000 to 2003. Although the process of Table 6.1
Naturalisations in Romania, 16 June 2000-29 October 2008
Year
Total number
naturalisations
Moldovan citizens
Ukrainian citizens
2008
4,961
3,605
165
2007
1,150
615
51
2006
740
487
3
2005
1,789
1,592
13
2004
751
258
6
2003
281
8
0
2002
318
1
3
2001
348
1
1
2000
357
1
0
Total 2000-2008
10,695
6,568
242
Source: Monitorul Oficial al României, Part I; calculated from official sources made available
by Constantin Dolghier, available at http://cetatenie.info.tm Table 6.1
Naturalisations in Romania, 16 June 2000-29 October 2008 POLITICS OF CITIZENSHIP IN POST-COMMUNIST ROMANIA 199 restitution of nationality was resumed in 2004, the annual number of
(re-)naturalisations remains relatively low. Since there was neither a drop in the number of demands nor an in-
crease in the number of rejections during this period, the low number
of restitutions of nationality was clearly due to the considerable slow-
down in the bureaucratic processing of applications. According to var-
ious unofficial estimates, the number of accumulated applications for
restoration of nationality filed by Moldovan citizens is currently be-
tween 500,000 and 900,000.13 Among these, in the period 2001 to
2007, Romanian authorities officially registered only 31,764 requests
(by publishing them in the Official Monitory), among which 29,276 ori-
ginated in the Republic of Moldova and 838 in Ukraine. Overall, be-
tween 16 June 2000 and 28 October 2008, the Romanian government
awarded 10,695 naturalisations, of which 6,568 were awarded to Mol-
dovan citizens and 242 to Ukrainian citizens.14 Although Moldovan citizens continue to dominate the number of
persons acquiring Romanian nationality, their proportion within the to-
tal number of naturalisations is much lower than the share of Moldo-
vans among all applicants. 6.4
Statistics on the restitution of nationality As shown in Figure 6.1, this gap is due to the fact that since 2000
the procedure of restitution of Romanian nationality to Moldovan and
Ukrainian applicants has been slower than that of the naturalisation of
aliens. Figure 6.1
Duration in months of the process of naturalisation in Romania, by original
nationality of applicants accepted in 2005, 2006 and 2007
14
15
15
20
39
14
17
20
18
18
44
16
25
40
40
32
40
36
0
5
10
15
20
25
30
35
40
45
50
Stateless
Americans
Germans
Israelis
Moldovan/
Ukrainian
Swedes
Duraon in months
2005
2006
2007
Source: Data compiled from official sources by Constantin Dolghier, available at
http://cetatenie.info.tm Figure 6.1
Duration in months of the process of naturalisation in Romania, by original
nationality of applicants accepted in 2005, 2006 and 2007 Figure 6.1
Duration in months of the process of naturalisation in Romania, by original
nationality of applicants accepted in 2005, 2006 and 2007 Source: Data compiled from official sources by Constantin Dolghier, available at
http://cetatenie.info.tm 200 CONSTANTIN IORDACHI On average, applicants from the Republic of Moldova and the Ukraine
naturalised in 2005 (included in the graph under the label ‘Moldovan/
Ukrainian’) had to wait 39 months between the official registration of
their requests and the decision regarding naturalisation; those natura-
lised in 2006 had to wait 44 months between the two stages. At the
same time, other categories of aliens only waited, on average, between
fourteen and eighteen months. Since the procedure for the naturalisa-
tion of aliens, according to the law, is in fact more complicated than
that of the restitution of nationality, it becomes apparent that the
length of the re-naturalisation process was not simply due to the record
number of demands but also to a conscious political decision to halt
the process by administrative means. p
y
The amendments to the nationality law enacted in September 2007
made possible a massive increase in the number of naturalisations. As
a consequence, the duration of the naturalisation process for all cate-
gories of applicants began to converge: while aliens had to wait longer
(40 months at maximum), the waiting period for nationality restitution
slightly decreased from 44 to 40 months (see Figure 6.1). 6.4
Statistics on the restitution of nationality Overall, be-
tween 16 June 2000 and 14 September 2007, the Romanian govern-
ment awarded 5,062 naturalisations, of which 2,664 were restitutions
of nationality to Moldovan citizens and 58 to Ukrainian citizens.15
Since the adoption of the new amendments to the nationality law on
14 September 2007, the Romanian government awarded a record num-
ber of 5,633 naturalisations (higher than the sum of 5,062 naturalisa-
tions granted in the previous seven years); of this number, 672 were
granted in the last quarter of 2007 and 4,961 in 2008 (until October
2008). Out of this total number of new citizens, there were 1,826 nat-
uralisations of aliens and 3,807 ‘restitutions’ of nationality. Among the
latter, 318 restitutions were registered between 14 September and 31
December 2007, 299 to Moldovan citizens and nineteen to Ukrainian
citizens. A record number of 3,770 restitutions of nationality occurred
during the period 1 January to 28 October 2008, among which were
3,605 to Moldovan citizens and 165 to Ukrainian citizens. These fig-
ures prove that, after the de facto suspension during the period 2000-
2007, the process of restitution of Romanian citizenship to former citi-
zens from Moldova and the Ukraine has been resumed under the new
2007 provisions of the nationality law. 6.5
(Re)constructing nationality in post-communist Romania:
Comparative perspectives The collapse of the communist regimes led to the reorganisation of na-
tionality policies in Central and Eastern Europe. One can distinguish POLITICS OF CITIZENSHIP IN POST-COMMUNIST ROMANIA 201 two main clusters of nationality policies, in direct relation to patterns
of nation-building and state-building in these regions: nationality poli-
cies in successor states in former multi-ethnic federal states such as
Czechoslovakia, Yugoslavia and the USSR; and in post-communist na-
tion-states such as Albania, Poland, Romania, Bulgaria and Hungary. g
g
y
The dismantling of the former federal systems generated numerous
legal, political and territorial conflicts, most notably in Yugoslavia and
the USSR (the ‘velvet divorce’ between Slovakia and the Czech Repub-
lic was smoother, although it was not free of legal conflicts, see Liebich,
Warner and Dragovic 1995). In his analysis of ‘citizenship struggle’ in
the successor states of the former USSR, Rogers Brubaker differen-
tiated between a ‘new state’ model of legislation on nationality and a
‘restored-state’ model (1992: 275-276). The former was enacted in So-
viet republics that lacked a statehood tradition. Without a history of dis-
tinctive citizenry, these republics, such as the Republic of Moldova, had
to create their citizenship body by conferring rights on all of their resi-
dents, on an inclusive basis. The latter, ‘restored-state’ type, was applied
in republics that relied on a pre-Soviet statehood tradition, such as the
Baltic states. Motivated by the fear that their nation would ‘die out’,
these states revived their pre-Second World War nationality laws in or-
der to restore the citizenry that had existed prior to the Soviet conquest
and to initially exclude from citizenship all residents who immigrated
to these countries in the post-1945 period. To these, I would add a
third, hybrid category, represented by ‘new states’ that have also as-
sumed a ‘restored’ state-dimension, such as the Ukraine. The Ukrai-
nian legislation granted citizenship to all inhabitants residing within
the republic’s territory, on a very inclusive basis. 6.5
(Re)constructing nationality in post-communist Romania:
Comparative perspectives At the same time, it
also granted access to Ukrainian citizenship to former citizens and their
descendants born or permanently residing within any territories which
formed a part of the historical states of the Ukrainian People’s Repub-
lic, the Western Ukrainian People’s Republic, the Ukrainian State, the
Ukrainian Socialistic Soviet Republic, Trans-Carpathian Ukraine and
Ukrainian Soviet Socialistic Republic (URSR), on the express condition
that they renounce their foreign citizenship.16 A different category of nationality policies can be found in post-com-
munist nation-states. Although these states did not suffer territorial
changes or a massive influx of population after 1989, they have all re-
vised their nationality laws in order to reflect the new political transfor-
mations.17 New nationality laws in these states encompassed an impor-
tant national dimension, repressed under the regime of Soviet domina-
tion; after decades of political isolation from their kin-populations
abroad, most of these states have resumed policies of ‘positive discrimi-
nation’ towards their co-ethnics. 202 CONSTANTIN IORDACHI Romania’s post-communist nationality policy belongs to the second
cluster mentioned above; yet, due to the country’s geo-political position
and its territorial disputes with the Soviet Union during the Second
World War, the Romanian policy combines elements characteristic of
policies in East-Central European and former Soviet countries. The
most important concept that dominated Romania’s post-communist ci-
tizenship policy was that of the restoration of nationality in order to
undo the effects of the territorial changes that took place during and
after the Second World War, an issue declared taboo during the period
of Soviet domination. Romania granted the right to re-naturalisation to
all former citizens and their descendants, irrespective of their ethnic ori-
gin, their form of de-naturalisation and the period of their attachment
to the Romanian state. In doing so, Romanian legislation went beyond
regular laws on repatriation, of the kind post-communist Poland
passed in relation to former citizens of Polish ethnic origin deported to
the Soviet Union at the end of the Second World War. It also went be-
yond forms of privileged naturalisation of kin population abroad, as is
the case with Hungary’s policy towards former citizens of Hungarian eth-
nic origin relocating to the kin-state. 6.5
(Re)constructing nationality in post-communist Romania:
Comparative perspectives To a certain extent, Romanian legis-
lation resembles the policy of the restoration of citizenship to former
citizens and their descendants implemented by the Ukraine, with the
notable difference that, unlike the Ukraine, Romania allowed new citi-
zens to hold dual citizenship and retain their domicile abroad. Most clo-
sely, Romanian citizenship legislation resembles the ‘restored-state’ po-
licies of the Baltic states. This similarity is not surprising: Greater Ro-
mania’s provinces of Bessarabia and Bukovina as well as the Baltic
states were occupied by the Soviet Union in June 1940 as a direct con-
sequence of the 1939 Ribbentrop-Molotov Pact. In the post-Soviet peri-
od, Romania and the Baltic states officially denounced the ‘infamous
pact’ and tried to undo its legal consequences by applying the principle
of restitution of pre-Soviet nationality. The major difference in the ap-
plication of this principle was that in Romania its provisions were not
meant to discriminate against ‘internal foreigners’ as in the Baltic
states, but to include former citizens living abroad. h
l
f
l
fl
d
f g
Due to the legacy of territorial conflicts and competing projects of
nation-building and state-building in post-communist East-Central Eur-
ope, Romania’s policy on the restoration of nationality generated inter-
state tensions, most evident in its relation to the Republic of Moldova. Given the complex and multifarious nature of this relationship, Roma-
nian policymakers have been unable to put forward a coherent policy
toward Moldova, oscillating between ‘sentimentalism’ and ‘pragma-
tism’. On the one hand, Romanian politicians regard Moldova as Ro-
mania’s former province, occupied as a result of the 1939 Ribbentrop-
Molotov Pact, and reserve the country’s right to unilaterally restore Ro- POLITICS OF CITIZENSHIP IN POST-COMMUNIST ROMANIA 203 manian nationality to Moldovan citizens. On the other hand, Romania
was the first country to recognise the independence of the new Repub-
lic of Moldova upon its proclamation in August 1991. Unlike the Feder-
al Republic of Germany, in relation to the former GDR, or Greece, in
relation to the Former Yugoslav Republic of Macedonia, Romania con-
tested neither the statehood nor the name of the new republic. It has
treated Moldova as an independent and sovereign state, thus implicitly
recognising its legitimate right to establish its own version of national
identity and citizenship legislation. 1954
Decree No. 80 for the
Reacquisition of
Citizenship by Certain
Categories of Persons
1954
Decree No. 296 for the
Modification of art. 1 of the
Decree No. 33 of 24
January 1952, Concerning
Citizenship in the Popular
Republic of Romania 6.5
(Re)constructing nationality in post-communist Romania:
Comparative perspectives The failure of the policy of special
partnership inaugurated between the two countries in the early 1990s
and the forceful suspension of the process of restitution of nationality
following pressure from the EU (2001-2007), widened the gap between
these two policy lines. p
y
What are the prospects of Romanian-Moldovan relations? Currently,
both countries try to adapt their bilateral relations to the new realities
created by Romania’s EU membership. On the one hand, Romania has
reiterated its historical rights to Bessarabia. In June 1991, the Roma-
nian parliament officially condemned the 1939 Ribbentrop-Molotov
Pact as illegal, ab initio null and void of consequences for Romania; in
September 2007, President Traian Ba˘sescu announced his intention to
officially condemn (yet again) the pact in order ‘to give political force’
to this declaration.18 Moreover, in September 2007 Romania re-
launched its policy of restitution of nationality. Facing criticism from
various EU agencies,19 Romanian authorities presented this policy as
part of the EU’s program of integration with neighbouring countries,
arguing that it would enable the EU to boost its influence in the for-
mer Soviet space, as well as to import a qualified Moldovan workforce
in order to reduce its labour shortages. On the other hand, Moldova’s
communist leadership, backed by Russia, took advantage of the securi-
tisation of the EU border between Romania and Moldova and the im-
position of travel visas to Moldovan citizens travelling to Romania in
2007 in order to discontinue socio-economic and cultural relations be-
tween the two countries. Moreover, a new Law on the Status of the
Public Functionary, adopted in 2007, excludes all Moldovan citizens,
who hold dual citizenship or have their domicile abroad, from public
office; this effectively stripped a large part of the population of impor-
tant political rights. Officially justified by the need to reduce the num-
ber of naturalisations abroad, to eliminate conflicts of interest with
other states and to consolidate Moldova’s statehood, this controversial
Law primarily targets Romanian-Moldovan dual citizens with a view to-
ward weakening political opposition to the ruling Communist party
and to countering Romania’s political influence in the republic. 1950
Decree No. 145 Concerning
the Abrogation of Law No.
162 of 30 May 1947 for the
Settlement of the
Citizenship of Certain
Categories of Inhabitants
1952
Decree No. 33 Concerning
Citizenship in the Popular
Republic of Romania www.cdep.ro
(in Romanian) 6.5
(Re)constructing nationality in post-communist Romania:
Comparative perspectives At a
diplomatic level, Moldova has also tried to bypass Romania as a media-
tor in its relations with the EU (see the decision to prevent the opening 204 CONSTANTIN IORDACHI of new Romanian consulates in Moldova and to instead use Hungary’s
embassy for granting of EU Schengen visas to Moldovan citizens). Although the effects of Romania’s policy on the restitution of national-
ity and the response to it by the neighbouring states (mostly Moldova)
should not be unduly exaggerated, it is likely that the interaction of citi-
zenship policies in East Central Europe will continue to challenge in-
ter-state relations in the region. Chronological list of citizenship related laws in Romania
Date
Document
Content
Source
1947
Law No. 162 for the
Modification of arts. 9, 18,
25, 26, 28, 29, 30, 31, and
34 of the Law Concerning
the Acquisition and Loss of
Romanian Nationality of 19
January 1939
Restores citizenship to all
those who were domiciled
in Romania on 26
September 1920 (the
ratification of the Treaty
with Austria), Jews de-
naturalised in the period
1937-1944 and inhabitants
of Bessarabia who
immigrated to Romania
proper after the Soviet
occupation (28 June 1940)
www.cdep.ro
(in Romanian)
1950
Decree No. 145 Concerning
the Abrogation of Law No. 162 of 30 May 1947 for the
Settlement of the
Citizenship of Certain
Categories of Inhabitants
Abrogates Law No. 162;
punishes false declarations
under that law with long-
term imprisonment
www.cdep.ro
(in Romanian)
1952
Decree No. 33 Concerning
Citizenship in the Popular
Republic of Romania
Abolishes previous laws on
state citizenship; redefines
conditions of access and
loss of Romanian
citizenship based
exclusively on the ius
sanguinis principle; serves
as a legal basis for
communist citizenship
doctrine
www.cdep.ro
(in Romanian)
1954
Decree No. 80 for the
Reacquisition of
Citizenship by Certain
Categories of Persons
Restores citizenship to all
those denaturalised under
previous special laws
www.cdep.ro
(in Romanian)
1954
Decree No. 296 for the
Modification of art. 1 of the
Decree No. 33 of 24
January 1952, Concerning
Citizenship in the Popular
Republic of Romania
Modifies art. g
1952
Decree No. 33 Concerning
Citizenship in the Popular
Republic of Romania www.cdep.ro
(in Romanian);
www.legislationline.org
(in French) 1990 Decree-Law No. 137 of 11
May 1990 Concerning
certain Provisions
Pertaining to Romanian
Citizenship 6.5
(Re)constructing nationality in post-communist Romania:
Comparative perspectives 1 of the 1952
Law; reconfirms Romanian
citizenship to all those who
held this status on 28 June
1940 and have resided in
Romania since that date;
excludes from Romanian
www.cdep.ro
(in Romanian) Chronological list of citizenship related laws in Romania Chronological list of citizenship related laws in Romania
Date
Document
Content Abolishes previous laws on
state citizenship; redefines
conditions of access and
loss of Romanian
citizenship based
exclusively on the ius
sanguinis principle; serves
as a legal basis for
communist citizenship
doctrine
www.cdep.ro
(in Romanian)
Restores citizenship to all
those denaturalised under
previous special laws
www.cdep.ro
(in Romanian) Abolishes previous laws on
state citizenship; redefines
conditions of access and
loss of Romanian
citizenship based
exclusively on the ius
sanguinis principle; serves
as a legal basis for
communist citizenship
doctrine
www.cdep.ro
(in Romanian)
Restores citizenship to all
those denaturalised under
previous special laws
www.cdep.ro
(in Romanian) Modifies art. 1 of the 1952
Law; reconfirms Romanian
citizenship to all those who
held this status on 28 June
1940 and have resided in
Romania since that date;
excludes from Romanian
www.cdep.ro
(in Romanian) Modifies art. 1 of the 1952
Law; reconfirms Romanian
citizenship to all those who
held this status on 28 June
1940 and have resided in
Romania since that date;
excludes from Romanian
ww
(in 1998
Law No. 146 for the
Abrogation of Decree-Law
No. 7/1989
1999
Law No. 192 for the
Modification and
Additions to the Law on
Romanian Citizenship No.
21/1991 www.cdep.ro
(in Romanian)
www.cdep.ro
(in Romanian) 1998
Law No. 146 for the
Abrogation of Decree-Law
No. 7/1989 1999
Law No. 192 for the
Modification and
Additions to the Law on
Romanian Citizenship No.
21/1991 2003 GEO No. 43 for the
Modification and
Additions to the Law on
Romanian Citizenship No.
21/1991 2003 Law No. 405 Concerning
the Approval of the GEO
No. 43/2003
2007 GEO No. 87 for the POLITICS OF CITIZENSHIP IN POST-COMMUNIST ROMANIA 160
Approves the suspension
of the right to restoration
of citizenship for six
months
www.cdep.ro
(in Romanian)
2003 GEO No. 43 for the
Modification and
Additions to the Law on
Romanian Citizenship No. 21/1991
Introduces new conditions
for naturalisation of former
citizens; demands that
applicants submit their
requests personally in
Bucharest; introduces a
new form of re-
naturalisation of former
citizens living in Romania
www.cdep.ro
(in Romanian) Date
Document Approves the suspension
of the right to restoration
of citizenship for six
months
www.cdep.ro
(in Romanian)
Unifies the provisions on
the reacquisition of
citizenship with those on
the restoration of
citizenship
www.cdep.ro
(in Romanian)
Approves the modification
with minor amendments
www.cdep.ro
(in Romanian)
Suspends art. 35 on the
restoration of citizenship
for a period of six months
www.cdep.ro
(in Romanian)
Approves the suspension
of the right to restoration
of citizenship for six
months
www.cdep.ro
(in Romanian)
Introduces new conditions
for naturalisation of former
citizens; demands that
www.cdep.ro
(in Romanian) Approves the suspension
of the right to restoration
of citizenship for six
months
www.cdep.ro
(in Romanian)
Unifies the provisions on
the reacquisition of
citizenship with those on
the restoration of
citizenship
www.cdep.ro
(in Romanian)
Approves the modification
with minor amendments
www.cdep.ro
(in Romanian)
w
Suspends art. 35 on the
restoration of citizenship
for a period of six months
www.cdep.ro
(in Romanian) 2002 GEO No. 68 for the
Modification and
Additions to the Law on
Romanian Citizenship No. 21/1991 2002 Law No. 542 Concerning
the Approval of the GEO
No. 68 of 13 June 2002 2002 GEO No. 160 Concerning
the Suspension of Certain
Provisions Concerning the
Implementation of the Law
on Romanian Citizenship
No. 21/1991 2002 GEO No. 160 Concerning
the Suspension of Certain
Provisions Concerning the
Implementation of the Law
on Romanian Citizenship
No. 21/1991 / 99
o. 165 Concerning
pproval of the GEO
60
Approves the suspension
of the right to restoration
of citizenship for six
months
www.cdep.ro
(in Romanian)
No. 43 for the
ication and
ons to the Law on
nian Citizenship No. 91
Introduces new conditions
for naturalisation of former
citizens; demands that
applicants submit their
requests personally in
Bucharest; introduces a
new form of re-
naturalisation of former
citizens living in Romania
after four years of
continuous residence;
denies former citizens re-
naturalised in Romania the
right to travel abroad for
four years
www.cdep.ro
(in Romanian)
o. POLITICS OF CITIZENSHIP IN POST-COMMUNIST ROMANIA 542 Concerning
the Approval of the GEO
No. 68 of 13 June 2002
Approves the modification
with minor amendments
www.cdep.ro
(in Romanian)
2002 GEO No. 160 Concerning
the Suspension of Certain
Provisions Concerning the
Implementation of the Law
on Romanian Citizenship
No. 21/1991
Suspends art. 35 on the
restoration of citizenship
for a period of six months
www.cdep.ro
(in Romanian)
2003 Law No. 165 Concerning
the Approval of the GEO
No. 160
Approves the suspension
of the right to restoration
of citizenship for six
months
www.cdep.ro
(in Romanian)
2003 GEO No. 43 for the
Modification and
Additions to the Law on
Romanian Citizenship No. 21/1991
Introduces new conditions
for naturalisation of former
citizens; demands that
applicants submit their
requests personally in
Bucharest; introduces a
new form of re-
naturalisation of former
citizens living in Romania
after four years of
continuous residence;
denies former citizens re-
naturalised in Romania the
right to travel abroad for
four years
www.cdep.ro
(in Romanian)
2003 Law No. 405 Concerning
the Approval of the GEO
No. 43/2003
Approves the
modifications with minor
amendments
www.cdep.ro
(in Romanian)
2007 GEO No. 87 for the
Streamlines the procedure
www.cdep.ro Date
Document
Content
Source
residential stage of seven
years, knowledge of the
country’s language and
legislation)
2001
GEO* No. 167 Concerning
the Suspension of Certain
Provisions Concerning the
Implementation of the
Law on Romanian Citizen-
ship No. 21/1991
Suspends art. 35 on the
restoration of citizenship
for a period of six months
www.cdep.ro
(in Romanian)
2002 Law No. 225 Concerning
the Approval of the GEO
no 167/2001
Approves the suspension
of the right to restoration
of citizenship for six
months
www.cdep.ro
(in Romanian)
2002 GEO No. 68 for the
Modification and
Additions to the Law on
Romanian Citizenship No. 21/1991
Unifies the provisions on
the reacquisition of
citizenship with those on
the restoration of
citizenship
www.cdep.ro
(in Romanian)
2002 Law No. 542 Concerning
the Approval of the GEO
No. 68 of 13 June 2002
Approves the modification
with minor amendments
www.cdep.ro
(in Romanian)
2002 GEO No. 160 Concerning
the Suspension of Certain
Provisions Concerning the
Implementation of the Law
on Romanian Citizenship
No. 21/1991
Suspends art. 35 on the
restoration of citizenship
for a period of six months
www.cdep.ro
(in Romanian)
2003 Law No. 165 Concerning
the Approval of the GEO
No. POLITICS OF CITIZENSHIP IN POST-COMMUNIST ROMANIA 205 Date
Document
Content
Source
citizenship the inhabitants
of Soviet-occupied
Bessarabia
1956
Decree No. 63 on the
Citizenship of Certain
Categories of Persons
Regulates the legal status
of certain categories of
persons
www.cdep.ro
(in Romanian)
1971
Law No. 24 Concerning
Romanian Citizenship
Redefines conditions of
naturalisation, ascription
and reacquisition of
Romanian citizenship
www.cdep.ro
(in Romanian)
1989
Decree-Law No. 7
Concerning the
Repatriation of Romanian
Citizens and of Former
Romanian Citizens
Guarantees the right to
repatriation of Romanian
citizens living abroad;
allows them duty-free
transfer of goods and
priority acquisition of
state-owned real estate
www.cdep.ro
(in Romanian)
1990 Decree-Law No. 137 of 11
May 1990 Concerning
certain Provisions
Pertaining to Romanian
Citizenship
Allows reacquisition of
Romanian citizenship by
former citizens without
renunciation of foreign
citizenship and relocation
to Romania
www.cdep.ro
(in Romanian)
1991
Law on Romanian
Citizenship
Redefines conditions of
naturalisation, ascription
and reacquisition of
Romanian citizenship;
introduces the right of
restoration of citizenship
to former citizens of
interwar Greater Romania
according to a simple
procedure without
renunciation of foreign
citizenship and relocation
to Romania
www.cdep.ro
(in Romanian);
www.legislationline.org
(in French)
1998
Law No. 146 for the
Abrogation of Decree-Law
No. 7/1989
Abrogates facilities granted
upon the repatriation of
citizens living abroad
www.cdep.ro
(in Romanian)
1999
Law No. 192 for the
Modification and
Additions to the Law on
Romanian Citizenship No. 21/1991
Denies the state the right
to withdraw state
citizenship from those who
acquired it at birth;
abolishes repatriation as a
mode of reacquisition of
citizenship; transforms the
reacquisition of citizenship
into a simplified procedure
of naturalisation; increases
requirements for
t
li
ti
(
ti
www.cdep.ro
(in Romanian) 1991
Law on Romanian
Citizenship CONSTANTIN IORDACHI 206 Date
Document
Content
Source
residential stage of seven
years, knowledge of the
country’s language and
legislation)
2001
GEO* No. 167 Concerning
the Suspension of Certain
Provisions Concerning the
Implementation of the
Law on Romanian Citizen-
ship No. 21/1991
Suspends art. 35 on the
restoration of citizenship
for a period of six months
www.cdep.ro
(in Romanian)
2002 Law No. 225 Concerning
the Approval of the GEO
no 167/2001
Approves the suspension
of the right to restoration
of citizenship for six
months
www.cdep.ro
(in Romanian)
2002 GEO No. 68 for the
Modification and
Additions to the Law on
Romanian Citizenship No. 21/1991
Unifies the provisions on
the reacquisition of
citizenship with those on
the restoration of
citizenship
www.cdep.ro
(in Romanian)
2002 Law No. POLITICS OF CITIZENSHIP IN POST-COMMUNIST ROMANIA 207 Date
Document
Content
Source
Modification of the Law on
Romanian Citizenship No. 21/1991
of naturalisation now
granted by the Ministry of
Justice and not the Council
of Ministers; reorganises
the Commission of
Citizenship under the
leadership of the Ministry
of Justice; enlarges the
Commission to four
members, but allows it to
work with a quorum of at
least three members
(in Romanian)
* GEO: Governmental Emergency Ordinance POLITICS OF CITIZENSHIP IN POST-COMMUNIST ROMANIA 405 Concerning
pproval of the GEO
3/2003
Approves the
modifications with minor
amendments
www.cdep.ro
(in Romanian)
No. 87 for the
Streamlines the procedure
www.cdep.ro Approves the suspension
of the right to restoration
of citizenship for six
months
www.cdep.ro
(in Romanian)
Introduces new conditions
for naturalisation of former
citizens; demands that
applicants submit their
requests personally in
Bucharest; introduces a
new form of re-
naturalisation of former
citizens living in Romania
after four years of
continuous residence;
denies former citizens re-
naturalised in Romania the
right to travel abroad for
four years
www.cdep.ro
(in Romanian)
Approves the
modifications with minor
amendments
www.cdep.ro
(in Romanian)
Streamlines the procedure
www.cdep.ro g
O
Approves the suspension
of the right to restoration
of citizenship for six
months
www.cdep.ro
(in Romanian)
n
No. Introduces new conditions
for naturalisation of former
citizens; demands that
applicants submit their
requests personally in
Bucharest; introduces a
new form of re-
naturalisation of former
citizens living in Romania
after four years of
continuous residence;
denies former citizens re-
naturalised in Romania the
right to travel abroad for
four years
www.cdep.ro
(in Romanian)
g
O
Approves the
modifications with minor
amendments
www.cdep.ro
(in Romanian)
Streamlines the procedure
www.cdep.ro 2003 Law No. 165 Concerning
the Approval of the GEO
No. 160 2003 Law No. 165 Concerning
the Approval of the GEO
No. 160
Approves the suspension
of the right to restoration
of citizenship for six
months
www.cdep.ro
(in Romanian)
2003 GEO No. 43 for the
Modification and
Additions to the Law on
Romanian Citizenship No. 21/1991
Introduces new conditions
for naturalisation of former
citizens; demands that
applicants submit their
requests personally in
Bucharest; introduces a
new form of re-
naturalisation of former
citizens living in Romania
after four years of
continuous residence;
denies former citizens re-
naturalised in Romania the
right to travel abroad for
four years
www.cdep.ro
(in Romanian)
2003 Law No. 405 Concerning
the Approval of the GEO
No. 43/2003
Approves the
modifications with minor
amendments
www.cdep.ro
(in Romanian)
2007 GEO No. 87 for the
Streamlines the procedure
www.cdep.ro Notes 1
This distinction also necessitates a terminological clarification: in Romania, the
modern legal vocabulary of citizenship emulated the French legal terminology,
employing nat¸ionalitate (nationality) in the sense of state citizenship. The semantic
distinction between the terms ‘citizenship’ (meaning state membership) and ‘nation-
ality’ (meaning ‘ethnic origin’) was only introduced in the official legal vocabulary
after the Second World War, as part of the Soviet-style institutionalisation of ethnicity. On the one hand, due to its discriminatory use in the Second World War, the expres-
sion ‘ethnic origin’ (originea etnica˘) was purged from the communist political vocabu-
lary. On the other hand, in order to continue to acknowledge the legal existence and
legitimate collective rights of various ethnic groups living in the country side by side
with the dominant ethnic group, the communist legislation employed the term ‘na-
tionality’ to denote the ethnic origin of a person and not his or her state citizenship, as
had previously been the case. To differentiate the new denotation of the term from
its previous legal meaning (state citizenship), ‘nationality’ was employed in the com-
munist political language mostly in plural, as ‘co-inhabiting nationalities.’ In the
post-communist period, Romanian legislation employs the term nat¸ionalitate along-
side the expression ‘origine etnica˘’ (ethnic origin), and refers to ethnic groups mostly
as minorita˘t¸i nat¸ionale (national minorities). The term ‘citizenship’ (ceta˘t¸enie) is em-
ployed to refer to both the legal and participatory dimensions of this institution. This
chapter uses the term ‘nationality’ to refer to state membership in line with the legal
vocabulary employed in the current volume, irrespective of the previous or current
understandings of the term ‘nat¸ionalitate’ in Romanian. g
¸
All translations of legal texts are the author’s, if not otherwise indicated. 2
All translations of legal texts are the author’s, if not otherwise indicated 3
See the parliamentary debates at www.cdep.ro. 4
Monitorul Oficial 75, 21 May 1990. 5
‘Voronin: ‘Iˆn Romaˆnia sunt 10 milioane de moldoveni’, 24 February 2007,
www.bbc.co.uk. 6
‘Expunere de motive pentru aprobarea Ordonant¸ei de urgent¸a˘ a Guvernului nr. 160/
2002’, 1, www.cdep.ro. 7
‘Expunere de motive la Legea pentru aprobarea Ordonant¸ei de urgent¸a˘ a Guvernului
nr. 160/2002,’ www.cdep.ro. 8
Monitorul Oficial, Partea I, 399, 9 June 2003. 9
The petitions and the official answers are available on the site www.curaj.net. 208 CONSTANTIN IORDACHI 10 Ilie Ilas¸cu, Session of the Senate, 19 March 2007, www.parlament.ro. Notes A former
Moldovan citizen imprisoned in Transnistria for his opposition to the secessionist
leadership of the region during the civil war, Ilas¸cu was later elected in the Moldovan
and Romanian parliaments in absentia. Following international pressure, Ilas¸cu was
released from prison in 2001 and migrated to Romania, where he agitates for dual ci-
tizenship for all Moldovans, in his capacity as a member of the Romanian parlia-
ment. On the case of Ilas¸cu, see Iordachi (2004: 249-252) 11
Petre Stra˘chinariu, Session of the Chamber of Deputies, 28 June 2007,
www.parlament.ro. 12
Estimation by former Moldovan Prime Minister Mircea Druc, Evenimentul Zilei, 20
May 2000. See Iordachi (2004: 248). 13
For this estimation, see http://en.wikipedia.org/wiki/Traian_Basesc For this estimation, see http://en.wikipedia.org/w 14
Data calculated after the Official Monitory of Romania, processed and made available
online by Constantin Dolghier at www.cetatenie.info.tm. 14
Data calculated after the Official Monitory of Romania, pro
online by Constantin Dolghier at www.cetatenie.info.tm. 15
Data calculated after the Official Monitory of Romania, processed and made available
online by Constantin Dolghier at www.cetatenie.info.tm. 16 See art. 8 of the 2001 Law on Citizenship of Ukraine, available at www.mfa.gov.ua. 16 See art. 8 of the 2001 Law on Citizenship of Ukraine, ava 17
This claim is valid for Poland, as well. Although the 1962 Polish Nationality Act has
not been replaced by a new post-communist law, it was nevertheless amended in
important points, while numerous procedural changes have also been implemented. See Go´rny & Pudzianowska in this volume. 18
‘Traian Ba˘sescu
va denunt¸a
Pactul
Ribbentrop-Molotov’,
21 December 2007,
www.bbc.co.uk. 19 On 25 September 2007, President Ba˘sescu asked the government ‘to simplify to the
maximum’ the naturalisation conditions for Moldovan citizens. His statement was
criticised by Marianne Mikko, the President of the European Parliament Committee
for the Cooperation between the EU and the Republic of Moldova, as lacking
‘political wisdom’. See ‘EP official: Basescu’s statements about citizenship for
Moldovans “not wise”’, Nine O’Clock 4029, 28 September 2007, www.nineoclock.ro. In July 2007, Kalman Mizsei, the director of the EU representative office to Moldova,
called on Romania to cancel its policy of nationality restitution for Moldovans as it
contradicts the EU charter. See: ‘Romania asked to cancel easy citizenship for Moldo-
vans’, New Europe: The European Weekly, 14 July 2007, www.neurope.eu. Bibliography Brubaker, R.W. (1992), ‘Citizenship Struggles in Soviet Successor States’, International
Migration Review 26 (2): 269-291. Brubaker, R.W. (1996), Nationalism Reframed: Nationhood and the National Question in the
New Europe. Cambridge: Cambridge University Press. Brubaker, R.W. (1996), Nationalism Reframed: Nationhood a
New Europe. Cambridge: Cambridge University Press. Cojocaru, G. (2001), Colapsul URSS s¸i dilema relat¸iilor romaˆno-romaˆne. Bucharest: Omega. Cojocaru, G. (2001), Colapsul URSS s¸i dilema relat¸iilor romano-romane. Bucharest: Omega. Institutul Central de Statistica˘ (1940), Anuarul Stat in 1878 istic al Romaˆniei, 1939 s¸i 1940. Bucharest: Imprimeria Nat¸ionala˘. Iordachi, C. (2002), Citizenship, Nation and State-Building: The Integration of Northern Do-
brogea in Romania, 1878-1913. Pittsburgh: University of Pittsburgh Press. Iordachi, C. (2004), ‘Dual Citizenship and Policies toward Kin-Minorities in East-Central
Europe: A Comparison between Hungary, Romania, and the Republic of Moldova’, in
Z. Ka´ntor, B. Majte´nyi, O. Ieda, B. Vizi & I. Hala´sz, (eds.), The Hungarian Status Law
Syndrome: A Nation Building and/or Minority Protection, 239-269. Sapporo: Slavic Re-
search Centre, Hokkaido University. POLITICS OF CITIZENSHIP IN POST-COMMUNIST ROMANIA POLITICS OF CITIZENSHIP IN POST-COMMUNIST ROMANIA 209 Iordachi, C. (2006), ‘The Ottoman Empire: Syncretic Nationalism and Citizenship in the
Balkans’, in T. Baycroft & M. Hewitson (eds.), What is a Nation? Europe, 1789-1914,
120-151. Oxford: Oxford University Press. Liebich, A., D. Warner & J. Dragovic (eds.) (1995), Citizenship, East and West. London: Ke-
gan Paul International. Marshall, T.H. (1950), Citizenship and Social Class. Cambridge: Cambridge University
Press. National Institute of Statistics (2006), Romanian Statistical Yearbook. Bucharest: National
Institute of Statistics. Shafir, M. (1985), Romania: Politics, Economics, and Society: Political Stagnation and Simu-
lated Change. London: Pinter Publishers. Verdery, K. (1991), National Ideology under Socialism: Identity and Cultural Politics in Ceau-
sescu’s Romania. Berkeley: University of California Press. 7
The politics of Bulgarian citizenship:
National identity, democracy and other uses Daniel Smilov and Elena Jileva1 It is a well-known paradox that a polity cannot define its membership
in a democratic way; there must be an already defined membership in
order for a democratic procedure to take place. Therefore, even in genu-
inely democratic polities, the original membership rules are a complex
mixture of normative egalitarian principles and historical contingency,
which privileges certain groups. With the passage of time, the contin-
gent privileges tend to acquire a self-perpetuating, normative status. Modern Bulgarian citizenship laws are no exception to this general
pattern. Various groups controlling the government and the parliamen-
tary majority in the country have at one point or another attempted to
entrench their privileged status in Bulgarian legislation. Such groups
were most successful in times when democracy gave way to authoritar-
ian regimes with fascist leanings and communist rule. What is surpris-
ing in the Bulgarian case, however, is the resilience of social pluralism,
which has ultimately prevailed over such attempts. The overall result
has been a certain normative incoherence of citizenship regulation in
the country, which makes it capable of accommodating different histor-
ical narratives and normative visions. This inclusive incoherence, we ar-
gue, was and still is of crucial importance for the Bulgarian polity. g
p
g
p
y
Bulgarian mediaeval states existed between the late seventh century
and the Ottoman invasion in the fourteenth century – an event that left
a substantial historical mark. Modern Bulgaria was established in 1878-
1879 as a fairly independent principality in the former territories of the
Ottoman Empire. Its subsequent turbulent history, which fits within
its mere 130 years of existence with some difficulty, has not been con-
ducive to the formation of a natural and self-explanatory sense of be-
longing to, and membership of, the Bulgarian polity. Ethnic Bulgarians
(comprising today more than 80 per cent of the population), Turks,
Roma, Greeks, Macedonians, Christians, Muslims and Jews – the main
constituents of modern Bulgarian society – may differ in their interpre-
tations of the past and their visions for the future of the country. Never-
theless, despite this lack of homogeneity, the Bulgarian polity has pro-
ven remarkably stable and, particularly over the last two decades, has
made important strides towards the establishment of genuine liberal
democracy. 7
The politics of Bulgarian citizenship:
National identity, democracy and other uses 212 DANIEL SMILOV AND ELENA JILEVA The main goal of this chapter is to trace the citizenship policies,
which have played an important role in these developments. The first
section outlines the history of Bulgarian citizenship laws in the period
between the liberation from Ottoman rule and the end of communist
rule. The second section discusses the developments after the fall of
the Iron Curtain by focusing specifically on the 1991 Constitution and
the new citizenship laws. The third section provides an overview of the
current political debates on citizenship in Bulgaria. The fourth section
offers some statistical information about the current trends in the ac-
quisition of Bulgarian citizenship. The chapter ends with some obser-
vations about the overall adequacy of the current citizenship regulation. As this introduction shows, Bulgarian regulation in this field is rather
backward-looking, as it mainly addresses problems characteristic of the
twentieth century. The danger is that by preserving this focus, it re-
mains oblivious to the ever more pressing demands of a globalising
world. 7.1
History The history of the modern Bulgarian state begins with the liberation of
the country in the Russo-Turkish war of 1877-1878. In the spring of
1879, the provisional Russian authorities in the mediaeval capital of
Veliko Turnovo convoked a Constituent Assembly. It was given a man-
date to adopt a constitution for the new Principality, which was practi-
cally independent but formally remained in a vassal (tributary) relation-
ship with the Turkish Sultan.2 The decisions of this Constituent As-
sembly are very important from the point of view of citizenship policy
in Bulgaria, and are thus worth examining in some detail (for the fol-
lowing, see Vladikin 1994 and Balamezov 1993). g
994
993)
Firstly, the delegates encountered the paradox outlined in the open-
ing paragraph of this chapter: they faced the question of who had the
right to participate in the Constituent Assembly – and whose interest it
should represent. Of course, the Russian authorities had invited some
of the Bulgarian nobility (notables), and had carried out impromptu
elections in parts of the Bulgarian lands under their jurisdiction. How-
ever, in addition to these rather haphazardly gathered (though formally
legitimate) representatives, there were numerous delegations from
other lands inhabited by Bulgarians. These lands were to remain out-
side the territory of the Bulgarian Principality, according to the treaty
concluded at the Berlin Congress of the Great Powers (1879).3 Before the formal opening of the Constituent Assembly, all of the de-
legates – both legitimate ones and others – met to discuss the question
of the ‘unity of the nation’. All of them agreed that the great powers THE POLITICS OF BULGARIAN CITIZENSHIP 213 had unjustly excluded certain Bulgarian territories from the Principal-
ity.4 The disagreement was about the proper course of action; some ar-
gued that the Constituent Assembly should be boycotted in protest
against the Berlin Congress treaty. The adoption of a constitution, their
argument went, would legitimise the partition of the Bulgarian lands. Others, strongly encouraged by the Russian authorities, insisted that a
constitution should be adopted anyway in order to stabilise the new po-
lity. Finally, common sense prevailed and, after numerous passionate
patriotic speeches, the formally legitimised delegates began their work
on the text of the Constitution. 7.1
History The discussions of the ‘national ques-
tion’, however, left an indelible mark on the ensuing proceedings; there
was a common understanding that the Constitution should defend the
interests of all Bulgarians as much as possible – both those living in
the Principality and those left outside of it. p
y
Secondly, another main issue, which became the focus of vigorous
debate in the Constituent Assembly, was the scope of the (political)
rights that were to be granted to citizens of the Principality. There were
conservative voices in the Assembly who argued in favour of limited
suffrage (based on education, wealth and property), or for special
powers of the monarch to appoint members of parliament. These con-
servative voices were drowned out by a sea of egalitarian sentiments. The end result was full male suffrage in the elections for parliament,
no powers for the monarch to appoint MPs, and a single-chamber leg-
islature (without a senate of the type of the House of Lords, for in-
stance). These institutional arrangements – which were decidedly unty-
pical of the period – determined the egalitarian, Rousseauian bias of
the Turnovo Constitution. Male citizens5 were entitled to an impressive
set of political rights of participation. g
Thus, the concrete citizenship arrangements, which the 1879 Consti-
tution embodied, should be read through the double lens of nationalist
and egalitarian-Rousseauian concerns and ideas. On the face of it, ega-
litarianism prevailed. Art. 54 stated that: All persons born in Bulgaria who have not obtained any other ci-
tizenship as well as those born elsewhere of Bulgarian subjects
are subjects of the Bulgarian Principality. This emphasis on the principle of ius soli revealed the reluctance of
the delegates to draw distinctions among the people living in Bulgaria:
all were entitled to citizenship status, regardless of their ethnic origin
and religion. Moreover, the Constitution prohibited drawing further
distinctions among citizens: all males received the same scope of politi-
cal rights (art. 60), there were express prohibitions of different estates 214 DANIEL SMILOV AND ELENA JILEVA (casts) of citizens (art. 57) and of any titles of nobility, orders or other
signs of distinction (art. 58).6 The constitutional defence of national ideals was by no means ne-
glected, however. The main concern of the drafters was to ensure that
Bulgaria preserved legitimate claims over lands inhabited by Bulgar-
ians. 7.1
History This was done, somewhat ingeniously, in the provisions on reli-
gion (arts. 37-42). It was here regulated that the dominant religion in
the Principality would be Eastern Orthodox Christianity, and (more im-
portantly) that the Principality ‘constitute[d] an inseparable part of the
Bulgarian Church District’ and was ‘subject [in religious matters] to
the power of the Bulgarian Church, regardless of its seat’. The purpose
of these articles was to constitutionalise the Bulgarian Exarchate – the
autonomous Bulgarian Church recognised by the Ottoman Empire in
1870 – whose seat was in Istanbul and whose jurisdiction extended
well beyond the territory of the Principality; it covered both Eastern Ru-
melia and Macedonia, as well as some lands ceded to Serbia in 1878. In this way, the articles regarding religion drew the informal bound-
aries of the Bulgarian political community, and in a highly symbolic
way articulated the territorial claims of the new Bulgarian state. It is important to stress this ‘territorial’ meaning of the regulations
on religion; the entrenchment of Orthodox Christianity in this specific
way was not designed to create religious discrimination against other
faiths. The new Bulgarian state was by no means militantly religious. Art. 40 of the Constitution explicitly stated that all persons (citizens or
not) residing (permanently or temporarily) in Bulgaria were entitled to
religious freedom (as long as they did not violate the law). The real pur-
pose of establishing Orthodox Christian faith was that it provided an
opportunity for the Constituent Assembly to settle the ‘national ques-
tion’ in a way acceptable to all delegates. On the one hand, citizens of
the new Principality were granted a broad spectrum of civil and politi-
cal rights in a rather egalitarian fashion (for its time). On the other
hand, ethnic Bulgarians living abroad were given the consolation that
their lands were symbolically ‘constitutionalised’ through references to
the Bulgarian Exarchate. These Bulgarians were granted the equivalent
of a symbolic citizenship and a promise that the new Principality
would take care of their interests as well. This promise actually deter-
mined the course of Bulgarian politics for the better part of the follow-
ing century. Its influence is still evident in current citizenship law. Along with the symbolic gains for ethnic Bulgarians, there were
some more tangible privileges for them as well. THE POLITICS OF BULGARIAN CITIZENSHIP THE POLITICS OF BULGARIAN CITIZENSHIP 215 nia, Eastern Thrace and other regions. Instead, the founding fathers of
modern Bulgaria would maintain the compact Bulgarian population in
adjacent lands as a way of legitimising future territorial expansion. Yet,
these Bulgarians were granted some privileges – mostly in the form of
less strict requirements for acquiring Bulgarian citizenship through
naturalisation. Based on the explanations given thus far, we will now provide a gen-
eralised description of Bulgarian citizenship regulations, since all sub-
sequent laws adopted in the country took into account the principles
elaborated in the Turnovo Constitution of 1879. The first such law
was adopted as early as 1880 (First Law on Bulgarian Nationality
(podanstvo)).7 The second law was adopted by the State Council in
1883. The Third Law on Bulgarian Nationality came into force in 1904. They were all heavily reliant on the principle of ius soli: all persons
born in the territory of the Principality became Bulgarian citizens by
right. Such was the case with the existing minorities of Turks, Greeks
and others: ‘Bulgarian subjects are all those individuals who at the time
of the establishment of the Bulgarian Principality had residence in or were
born on its territory’ (1880 Law).8 By comparison, the principle of ius sanguinis had more limited ap-
plications. Persons born in foreign countries of parents who were Bul-
garian subjects were granted citizenship by origin. Ethnic Bulgarians
born or living abroad, however, did not automatically acquire citizen-
ship, and this covered probably more than half of all Bulgarians living
in the Ottoman Empire before the liberation of 1878. The principle of ius domicilii was also applied in two ways: firstly, as
already mentioned, all former Ottoman subjects residing in the terri-
tory of the Principality at the time of its creation were granted citizen-
ship; secondly, residence became a ground for acquiring citizenship
through naturalisation. The regular residence requirement was three
years based on a permit for permanent domicile. Those who did not
have a permit for permanent domicile had to prove ten years of contin-
uous residence to become eligible for naturalisation. The regulations
foresaw the facilitated naturalisation of foreigners of Bulgarian extrac-
tion. They became entitled to citizenship one year after they obtained a
grant for permanent domicile in the Principality. The same applied to
men married to Bulgarian women and those who had performed a
meritorious service to the country. 7.1
History The Constituent As-
sembly did not accept a strong ius sanguinis principle; no one really
wanted all ethnic Bulgarians (or Bulgarians by blood) to automatically
acquire citizenship rights in the Principality. This would create incen-
tives for a mass exodus of Bulgarians from Eastern Rumelia, Macedo- THE POLITICS OF BULGARIAN CITIZENSHIP (Needless to say, every alien woman
who married a Bulgarian became ipso facto a Bulgarian.) Naturalisation
was granted by the King’s decree (ukaz) upon a proposal from the Min-
ister of Justice. Naturalised citizens enjoyed the civil and political rights of Bulgarian
subjects with a few important exceptions: they were not eligible to
membership in the National Assembly or any other elective public of- 216 DANIEL SMILOV AND ELENA JILEVA fice for fifteen years after naturalisation. This text of the law was actu-
ally in conflict with the Turnovo Constitution, which did not introduce
such restrictions,9 but since there was no mechanism for constitutional
review, such conflicts were resolved in favour of the law. This was the model that lasted until 1940 without any important
changes of principle. In 1885, the Bulgarian Principality was united
with Eastern Rumelia, which almost doubled its territory and popula-
tion. In 1908, the Principality gained full formal independence and be-
came a kingdom – the monarch received the original mediaeval Bulgar-
ian title of ‘tsar’. The defeats in the Balkan wars and the First World
War paradoxically led to a certain enlargement of the territory of the
kingdom; parts of Macedonia and Eastern Thrace were among the
most important gains. The net result – territorially – was positive,
although some lands of the Principality in Dobrudja were lost to Roma-
nia. But the real problem was the cost of the territorial gains. The
numbers of dead and wounded were staggering, and the economy was
in ruins and burdened by war reparations for decades to come. Most
importantly, from our perspective, the problem of refugees arose. Sig-
nificant numbers of people from Macedonia, Eastern and Western
Thrace and other neighbouring territories moved to the motherland as
a result of the war and of post-war policies of ‘population exchange’,
which was really just an internationally regulated version of ethnic
cleansing. Immediately after the war, leading politicians attempted to abandon
the territorial expansion paradigm (‘unification of all Bulgarian lands’,
in the parlance of the time), which was at the root of so many political
and social disasters. This proved virtually impossible, however. The po-
pulist-agrarian Prime Minister Alexander Stambolijski, who tried to
mend fences with neighbouring countries and Serbia in particular, was
considered a national traitor by many. THE POLITICS OF BULGARIAN CITIZENSHIP Eventually he was brutally killed
by Bulgarian-Macedonian nationalists, who insisted that the inclusion
of Macedonian lands in Bulgaria should always be a top political prior-
ity.10 y
Although the desire for territorial expansion remained a key factor of
Bulgarian politics after the Balkan wars and the First World War, the
symbolic geography of the Bulgarian political community dramatically
changed. Firstly, the religious jurisdiction of the Bulgarian Exarchate
over Macedonia and other lands was lost. Serbia (or rather the King-
dom of Serbs, Croats and Slovenes), Greece and other countries did
not recognise this jurisdiction, and extended the jurisdiction of their
own national churches over these lands. Secondly, the mass exodus of
Bulgarians from Macedonia and Eastern Thrace led to important de-
mographic changes in these regions. The end result was that the THE POLITICS OF BULGARIAN CITIZENSHIP 217 boundaries of the ‘Bulgarian lands’ were no longer so neatly defined as
in the pre-war period. The changes in the symbolic geography of Bulgarian lands led to the
increased importance of the concept of ‘Bulgarian origin’ or ‘Bulgarian
extraction’. After the First World War, Bulgarian governments could no
longer rely on the Exarchate and the Bulgarian schools to help preserve
the Bulgarian national identity of those living in neighbouring coun-
tries. In fact, the Greek and Serbian governments both pursued a
course of aggressive – and often physically repressive – replacement of
the markers of Bulgarian identity. The Bulgarian government could not
do much in this situation; in fact, all it could do was increase the privi-
leges for ethnic Bulgarians within its domestic jurisdiction. g
g
j
The Fourth Law on Bulgarian Nationality adopted in 1940 was the
primary example of this tendency. Formally, the law repeated some of
the main provisions of previous legislation.11 However, there were
many provisions in which the concept of ethnically defined ‘Bulgarian
origin’ played a crucial role. Firstly, the law introduced a strongly ethnic
definition of ‘Bulgarian origin’: ‘all persons born of Bulgarian parents’
(art. 4). Secondly, persons of Bulgarian origin were granted significant
privileges vis-a`-vis other groups. For instance, previous legislation al-
lowed foreigners of non-Bulgarian extraction to be naturalised three
years after obtaining a residence permit,12 while the 1940 law raised
the requirement to ten years (art. 9). At the same time, people of Bul-
garian origin were entitled to naturalisation within a year (as in pre-
vious laws). THE POLITICS OF BULGARIAN CITIZENSHIP Furthermore, and very tellingly, art. 15 of the law provided
that Bulgarian subjects of non-Bulgarian origin who left the country
would thereby lose their citizenship. Moreover, these individuals had to
sell their property within three months of departure. These discrimina-
tory provisions bear the mark of the time, and this mark was increas-
ingly fascistic and paranoid. In his commentary on the law (prefaced
by the then Minister of Justice Vasil Mitakov), Malinkov (1941: 42) ar-
gues that these measures were necessary in view of the agreements
with Turkey, Greece and Romania on population exchange.13 Another
‘reason’, cited by the author, was ‘the strong Zionist propaganda, which
resulted in a great number of Jews, who were Bulgarian subjects, reset-
tling in Palestine.’ g
Thus, the 1940 law shifted the emphasis of citizenship regulation
from ius soli to ius sanguinis. Ethnic Bulgarians were given some sig-
nificant privileges. Furthermore, the state became increasingly para-
noid about its citizens of non-Bulgarian extraction. During the Second
World War, Bulgaria was governed by a pro-German authoritarian re-
gime headed by Tsar Boris III. Although this regime never openly en-
dorsed the Nazi totalitarian ideology as a whole, in some of its policies
it clearly came close to it. For instance, under German pressure, laws 218 DANIEL SMILOV AND ELENA JILEVA restricting the rights of Jews were implemented; the infamous Law on
the Protection of the Nation (1940) was the primary piece of legislation
modelled on the Nuremberg laws. Much of the Bulgarian legislation re-
mained loosely enforced, however, and the population at large sym-
pathised with the Jews. These public sentiments, along with the deci-
sive action of the politician Dimiter Peshev and a few other members
of the establishment and the Orthodox Church, ultimately led to the
saving of 50,000 Bulgarian Jews from deportation to the death camps
(see Todorov 2001). This triumph of citizen decency in repressive times
was marred, however, by the deportation of 11,000 Jews from the terri-
tories occupied by the Bulgarian army in Greece, Macedonia and south-
east Serbia to Treblinka and possibly other camps.14 y
Thus, the regime did succumb to the fascist political fashion of its
time, and the 1940 Law was a good example of this. Art. 21, for in-
stance, envisaged various grounds for a loss of Bulgarian citizenship,
including ‘acting against the security of the Bulgarian state’. THE POLITICS OF BULGARIAN CITIZENSHIP It is im-
portant to note, that only Bulgarian subjects living abroad and Bulgar-
ian subjects of non-Bulgarian origin could lose their citizenship in this
way. The language in the provision for subjects of non-Bulgarian origin
was particularly telling: they were to lose their citizenship ‘if they ha[d]
proven unworthy of it or were considered dangerous for state security
and public order.’ Needless to say, the vagueness of the provision was a
guarantee for administrative abuses. In September 1944, the monarchical regime came to a crushing end
through a communist takeover, which began the establishment of
Soviet-sponsored communist rule in Bulgaria. This led to significant
changes in Bulgarian nationality laws. The 1947 Constitution of the
People’s Republic of Bulgaria did not have provisions pertaining to the
acquisition, loss or restoration of nationality, but for the first time
changed the legal status of Bulgarians by turning them from subjects to
citizens – this was in line with the antimonarchical sentiments of the
time. In 1948, the Grand National Assembly adopted the Law on Bul-
garian Citizenship, which replaced the 1940 Law on Bulgarian Nation-
ality. The reasons set out in the bill sent to the Assembly pointed out
that there was a need to overcome an inadmissible differentiation of
Bulgarian citizens into those of Bulgarian origin and those of non-Bul-
garian origin who were treated less favourably. Therefore, the law re-
verted back to the pre-1940 main principles in this area. Art. 1.1 stated
that a ‘Bulgarian citizen by origin is any person whose parents are Bul-
garian citizens’. The reference to ‘Bulgarian parents’ was eliminated,
which turned the definition from an ethnic into a rather more civic
one. Art. 2 introduced the principle of ius soli by stipulating that a: THE POLITICS OF BULGARIAN CITIZENSHIP 219 Bulgarian citizen by place of birth is every individual born or
found inside the territory of the country, whose parents are un-
known, or are of unknown citizenship or are without citizen-
ship. However, this was a more limited application of ius soli compared to
the Law of 1880, according to which practically every individual born
in Bulgaria was considered a Bulgarian subject.15 The restriction of the
scope of the place-of-birth principle can be explained by contextual con-
siderations: in 1948, Bulgaria was a country with a growing population
that had absorbed significant waves of refugees over the previous two
decades. THE POLITICS OF BULGARIAN CITIZENSHIP There were practically no reasons for encouraging aliens to
settle in Bulgaria. Paradoxically, however, this principle of limited ius
soli became a permanent feature of subsequent legislation, even after
the demographic context had completely changed. Moreover, although the communist rulers attempted to abandon the
fascist-inspired conceptions of ‘Bulgarians by origin’, they still pre-
served some of the most discriminatory practices embedded in the
1940 Law. Thus, immediately after the communist takeover on 9 Sep-
tember 1944, many Bulgarians were deprived of Bulgarian citizenship
for political reasons and their properties were confiscated (Aleksandrov
1995: 44-45). In 1968, a second Law on Bulgarian Citizenship was adopted. Under
the 1968 Law all Bulgarians who refused to return behind the Iron
Curtain were deprived of their citizenship. Similarly, anyone who in
any way dared to express a negative opinion of the communist regime
was also deprived of his or her citizenship.16 The 1968 Law, like the
1940 Law, did not tolerate dual citizenship: a number of special bilat-
eral international agreements were signed with a view toward eliminat-
ing or preventing dual citizenship (Valkanov 1978: 33-48; Tzankov
2004: 48-51).17 The 1968 Law did not explicitly require the renuncia-
tion of a previous citizenship by aliens who sought naturalisation, but
it did deprive Bulgarians naturalised elsewhere of their Bulgarian citi-
zenship. This last clause was introduced at the time of the expulsion of the
Bulgarian Turks (Liebich 2000: 105) – a shameful episode, which coin-
cided with the end of communist rule in the country. Although crude
analogies between fascist and communist rule are always misleading,
it seems that in 1984 the Communist party leadership got infected
with an ethnic paranoia that was very similar to that of their fascist pre-
decessors. They decided to change the names of all ethnic Turks and
Muslims into Bulgarian names (for more details, see Kalyonski &
Gruev 2008). The massive administrative operation was accompanied
by intense propaganda, which promoted the idea that these minorities DANIEL SMILOV AND ELENA JILEVA 220 were actually ethnic Bulgarians forcefully assimilated by the Ottomans. Few ethnic Turks were convinced, which led to a protracted period of
tension and repression, culminating in 1989 in the successful attempt
of the Communist regime to expel more than 300,000 Turks to neigh-
bouring Turkey. The regime argued that the process was a ‘voluntary’
resettlement; the public called it, with some irony, ‘the Great Excur-
sion’. THE POLITICS OF BULGARIAN CITIZENSHIP Thus, the regime which started with a fierce rejection of the fas-
cist laws and policies, ended up endorsing similar ones, albeit consider-
ably less sinister (without death camps and ‘a final solution’, for in-
stance). In the same year, communist rule finally collapsed, as a result
of which between one-third and one-half of the ‘excursion-goers’ even-
tually returned home safely.18 On 20 December 1990, the Grand Na-
tional Assembly passed a law to have citizenship restored to the victims
of the repressions against the Turks and Muslims, after which they
could also reclaim any property confiscated during their absence (for
more details, see the discussion in section 7.4).19 THE POLITICS OF BULGARIAN CITIZENSHIP THE POLITICS OF BULGARIAN CITIZENSHIP 221 should be Bulgarian ‘citizens by birth’,21 which, as a non-ethnic cate-
gory, does not exclude representatives of minorities from running for
this office. The inclusion of this provision was not a reflection of some
grand ideology of Bulgarian nationhood, but was the result of a contex-
tual, tactical political game among the major players in the Grand Na-
tional Assembly, who wanted to block the candidacy for president of
the then popular ex-communist leader Andrei Lukanov, who was born
in the Soviet Union and originally had a Soviet passport. g
y
p
p
As often happens with such contingent political calculations, this
one also had serious unintended consequences for its drafters from the
ex-communist Bulgarian Socialist Party (BSP). In 1996, Georgi Pirins-
ki, the official BSP candidate for president was practically disqualified
from the race by the Constitutional Court, which ruled that for the pur-
poses of the presidential election citizenship by birth was to be estab-
lished according to the law in force at the time of birth of the candi-
date.22 Thus, Pirinski was denied ‘citizenship by birth’ due to the vag-
aries of the communist citizenship laws in force at the time of his
birth (Pirinski was born in New York, and according to the then valid
law was not a citizen by birth). The dubious constitutional reasoning of
the justices – which gave priority to the communist legislation over the
Constitution – can be explained by the politicisation of the Court dur-
ing that period; most of the judges just happened to be opponents of
the BSP. This example vividly shows that citizenship policy is never so-
lely a reflection of coherent ideologies and grand principles because
key decisions can often be explained by contextual factors of temporary
importance. Another example was the amendment to the Constitution
that stipulated five years of residence in the country for presidential
candidates. In the mind of the drafters, this requirement was designed
to prevent Tsar Simeon II from running for the presidency in 1991. In
fact, it did prevent him from doing so, but only ten years later (in
2001), when many of the drafters of this amendment would have been
perhaps more supportive of his candidacy. 7.2
Current citizenship rules and practices The current Bulgarian legal regulations regarding citizenship are based
on the provisions of the 1991 Constitution. As we made clear in the
previous section, the most repressive parts of the communist legisla-
tion were amended even before the adoption of the new basic law. However, the Constitution was meant to embody a complete vision of
all questions relating to membership in the Bulgarian polity. Not sur-
prisingly, much of this new philosophy resembles the approach of the
Constituent Assembly in Veliko Turnovo in 1879. Firstly, the Constitu-
tion grants citizenship to all persons born in the territory of Bulgaria,
unless they acquire another citizenship by origin, or born to at least
one parent who is a Bulgarian citizen (art. 25 (1)). Compared to the
1880 Law, for instance, this is a more limited application of ius soli si-
milar to the communist laws. Concessions to ethnic Bulgarians are
also constitutionalised: ‘A person of Bulgarian origin shall acquire Bul-
garian citizenship through a facilitated procedure’ (art. 25 (2)). In order
to avoid some of the most repressive practices of previous regimes, the
Constitution expressly prohibits depriving Bulgarian citizens by birth
of their citizenship (art. 25 (3)) and the extradition or expatriation of ci-
tizens (art. 25 (4)).20 Furthermore, the Constitution practically guarantees the full scope
of rights to all Bulgarian citizens without differentiating between citi-
zens by birth or by naturalisation. There are only some minor, but
symbolically important, exceptions, like the requirement of art. 93 (2),
which states that candidates for the office of President of the Republic THE POLITICS OF BULGARIAN CITIZENSHIP Leaving these unintended consequences aside, the Constitution had
to solve one very serious problem indeed: the ongoing tension between
the Bulgarian majority and the Turkish minority after the events of
1989. As mentioned above, the citizenship rights and property of Bul-
garian Turks were restored, but many of them had already acquired
Turkish citizenship and some had actually decided to resettle in Turkey
permanently.23 The question about the status of these persons with
double citizenship would require a major revision of citizenship poli-
cies, as both the 1940 and the communist regulations had expressly
prohibited dual citizenship. The 1991 Constitution altered this practice,
mostly by remaining silent on the possibility of double citizenship.24
Thus, in order to remedy the former injustices against the Bulgarian DANIEL SMILOV AND ELENA JILEVA 222 Turks, Bulgaria became one of the few countries in Eastern Europe to
recognise dual citizenship (Liebich 2000: 105). Despite these concessions to the Turkish minority, the 1991 Consti-
tution remains fundamentally sceptical about minority rights. It
espouses an attitude that closely resembles the German constitutional
doctrine of ‘militant democracy’, especially in its application to minori-
ties in contemporary Turkish constitutionalism.25 The Constitution is
specifically concerned with ethnic and religious politics and in a num-
ber of provisions it expressly prohibits the establishing political parties
on an ‘ethnic, racial or religious basis’, (11(4)) or parties whose activities
are directed against the integrity of the country, the unity of the nation,
or the igniting of racial, national, ethnic, and religious hatred (44(2)). g
g
g
(44( ))
These provisions threatened to bring the Bulgarian polity to a crisis
immediately after the first parliamentary elections under the new Con-
stitution in 1991. The reason was the controversy over the Movement
for Rights and Freedoms (MRF), a political party organised mostly by
members of the Turkish ethnic minority, which successfully ran in the
in parliamentary election and formed a coalition government with the
Union of Democratic Forces (UDF), the anti-communist opposition. BSP deputies attacked the constitutionality of the party before the Con-
stitutional Court.26 In a well-reasoned decision, the Court effectively re-
laxed the prohibition of ethnic parties in art. 11 of the Constitution by
arguing that only parties that are ethnically exclusive and threaten the
constitutional order are to be banned. This decision legitimised the
MRF, which gradually emerged as one of the major political parties in
Bulgarian politics. THE POLITICS OF BULGARIAN CITIZENSHIP The MRF is currently probably one of the few ethnic
parties in Europe that officially belong to the European family of liberal
parties. The MRF has been part of the ruling coalitions in Bulgaria
since 2001. The rationale of the 1991 Constitution was reflected in Bulgaria’s ci-
tizenship legislation. The 1968 Law went through a series of amend-
ments. The most recent Law on Citizenship was enacted in 1998. It
took into consideration the new social developments of the transition
period, as well as the prospect of EU membership. All of the remain-
ing discriminatory positions included in the earlier Bulgarian citizen-
ship laws, which affected those citizens who had left the country, were
ultimately revoked by the 1998 Law.27 The 1998 Law restored the citi-
zenship of Bulgarians whose citizenship had been withdrawn by de-
crees during the period 1944 to 1947.28 7.2.1
Acquisition of Bulgarian citizenship The present law, as already stated, accommodates multiple citizenship. Dual citizens are treated as Bulgarian citizens only when they enter THE POLITICS OF BULGARIAN CITIZENSHIP 223 Bulgarian territory and acquire the rights and duties of Bulgarian citi-
zens. According to art. 3 in the current law: Bulgarian territory and acquire the rights and duties of Bulgarian citi-
zens. According to art. 3 in the current law: Any Bulgarian citizen who is also a citizen of another state shall
only be considered a Bulgarian citizen in the application of the
Bulgarian legislation unless otherwise provided for by law. There are very few disadvantages for people with dual citizenship, ac-
cording to the Constitution: among the conditions for the election of
deputies to the national parliament is the requirement that the ‘person
must be a Bulgarian citizen who does not have another citizenship’;
the same is true for presidential candidates. As Todorov points out, the 1991 Constitution defines two notions: ‘a
person of Bulgarian origin’ (a Bulgarian) and ‘a Bulgarian citizen’. A
Bulgarian is a person who by his or her origin is of Bulgarian ‘blood’. Para. 2 (1) of the 1998 Law specifies that ‘a person of Bulgarian origin
is one whose ascendants (or at least one of these) are Bulgarian’. A Bul-
garian is not necessarily a Bulgarian citizen. He or she could, for in-
stance, be a Moldavian, a Macedonian or a Hungarian citizen. The no-
tion ‘Bulgarian’ refers to an ethnic identity, not a legal status. The only
privilege that the Constitution provides for ethnic Bulgarians is the
ability to obtain Bulgarian citizenship through a facilitated naturalisa-
tion procedure. By contrast, the notion of the ‘Bulgarian citizen’ is legal
and civic in its content. Bulgarian citizens, including those by birth,
can be ethnic Bulgarians but also individuals from other ethnic groups
such as Turks, Armenians, Chinese, etc. (Todorov 1996: 7). Therefore, the ethnic definition of ‘Bulgarian’ plays a role only in the
rules for naturalisation. There are two methods for the acquisition of
Bulgarian citizenship by naturalisation: a general regime and a prefer-
ential regime for certain categories of persons, including ethnic Bulgar-
ians. The great majority of those who have acquired Bulgarian citizen-
ship through naturalisation over the past few years have done so using
the preferential regime (Tzankov 2005). Art. 12 of the 1998 Law establishes the general regime for naturalisa-
tion. 7.2.1
Acquisition of Bulgarian citizenship The requirements are that the applicant: 1. is of lawful age; 2. was granted permission for permanent residence29 in the Republic
of Bulgaria not less than five years before application; 3. has not been sentenced by a Bulgarian court for an intentional
crime of a general nature and has not been the subject of criminal
proceedings for such a crime unless the person concerned has been
rehabilitated; 4. has an income and occupation enabling him or her to support him-
self or herself in the Republic of Bulgaria; DANIEL SMILOV AND ELENA JILEVA 224 5. has a command of the Bulgarian language subject to verification in
accordance with a procedure established by an order of the Minister
of Education and Culture; and 5. has a command of the Bulgarian language subject to verification in
accordance with a procedure established by an order of the Minister
of Education and Culture; and 6. was released from his or her previous citizenship or will be released
from his or her citizenship at the moment of acquiring Bulgarian
citizenship.30 6. was released from his or her previous citizenship or will be released
from his or her citizenship at the moment of acquiring Bulgarian
citizenship.30 It is clear from these provisions that the general regime for obtaining
citizenship by naturalisation is quite restrictive. Applicants (if they do
not fall into some special category) are normally required to have legally
resided in the country for ten years (five years to obtain a permit, and
another five to be eligible for citizenship). The waiting period for the
permanent residence permit can be waived for those who have invested
more than US$ 500,000. Furthermore, the 1998 Law introduces for
the first time the requirement of a clean criminal record, and, more im-
portantly, knowledge of the Bulgarian language,31 employment and in-
come or income guarantees for an applicant of foreign origin. It is not
surprising, then, that between 2000 and 2006, there were only a total
of 2,395 applications for Bulgarian citizenship through general natura-
lisation, of which only 865 were granted – all in all, statistically insig-
nificant numbers (see Table 1 and Table 2 in section 7.4). It is clear from these provisions that the general regime for obtaining
citizenship by naturalisation is quite restrictive. 7.2.1
Acquisition of Bulgarian citizenship Applicants (if they do
not fall into some special category) are normally required to have legally
resided in the country for ten years (five years to obtain a permit, and
another five to be eligible for citizenship). The waiting period for the
permanent residence permit can be waived for those who have invested
more than US$ 500,000. Furthermore, the 1998 Law introduces for
the first time the requirement of a clean criminal record, and, more im-
portantly, knowledge of the Bulgarian language,31 employment and in-
come or income guarantees for an applicant of foreign origin. It is not
surprising, then, that between 2000 and 2006, there were only a total
of 2,395 applications for Bulgarian citizenship through general natura-
lisation, of which only 865 were granted – all in all, statistically insig-
nificant numbers (see Table 1 and Table 2 in section 7.4). In contrast to the general regime, the 1998 Law is much less restric-
tive with regard to privileged groups. These can be divided into three ca-
tegories. The first one is entitled to privileged naturalisation, which re-
quires a minimum of three years residency after the acquisition of a
permit for permanent residence in the territory of the Republic of Bul-
garia. It includes persons married to Bulgarian citizens, persons having
acquired permanent residence before the age of majority (art. 13) and re-
fugees (art. 13a). Similar access is granted to stateless persons (art. 14). The second category of persons who can benefit from the regime of
privileged naturalisation includes those who have made special contri-
butions and performed meritorious service to the Republic of Bulgaria. They are granted achievement-based nationality. Most often, this criter-
ion is used to facilitate the acquisition of Bulgarian citizenship for ath-
letes.32 While refugees and foreign athletes must still satisfy a three-year re-
sidence requirement for facilitated naturalisation, this condition is
dropped for the third category. It is, in fact, the most important group
in terms of numbers and consists of persons of Bulgarian origin. Ac-
cording to art. 15 of the law, as amended in 2001, applicants of Bulgar-
ian origin are exempted from all but two requirements: the minimum
age and a clean criminal record. 7.2.1
Acquisition of Bulgarian citizenship It is important to note that the exemp-
tion from language tests and residence requirements was adopted in
2001, which led to a significant increase in naturalisation proceedings, THE POLITICS OF BULGARIAN CITIZENSHIP 225 as discussed in section 7.4. The privileges for ethnic Bulgarian appli-
cants also have financial implications; for instance, they pay a fee of
only 5 BGN, whereas other foreigners pay 1,000 BGN.33 Any person who is not a Bulgarian citizen may acquire Bulgarian ci-
tizenship through naturalisation provided that he or she is of Bulgarian
origin.34 Establishment of Bulgarian origin is ethnic; the applicant has
to show that at least one of his or her ancestors (ascendants – parents
and grandparents) was an ethnic Bulgarian. The birth certificates of
the parents and grandparents, their mother tongue, membership in
Bulgarian institutions such as the Bulgarian Church, schools, former
Bulgarian citizenship of the parents, etc., are relevant criteria for the
establishment of the ethnic origin of the applicant through the ethni-
city of his or her parents. It is important to note, however, that the law
remains virtually silent about these more specific criteria of Bulgarian
ethnicity, which leaves a significant degree of discretion to the adminis-
trative authorities in the resolution of individual cases.35 An attempt to clarify the concrete conditions of proving ‘Bulgarian
origin’ is made in the 2000 Law on Bulgarians Living outside the Re-
public of Bulgaria, which states that Bulgarian origin can be proven by
documents issued by a Bulgarian or foreign state institution, an organi-
sation of Bulgarians living outside the Republic of Bulgaria approved
by the authorised state institution or by the Bulgarian Orthodox
Church (art. 3). However, even with these clarifications, the problem of
definitional indeterminacy and administrative discretion remains.36 7.2.2
Loss of citizenship Following the Constitution’s rationale to avoid the excesses of the com-
munist regime, the 1998 Law declares that Bulgarian citizens by birth
can lose their citizenship only if they express an explicit wish for this
and acquire another citizenship. Generally, there are three ways to lose
one’s Bulgarian citizenship: release from Bulgarian citizenship, revoca-
tion of naturalisation, and deprivation of citizenship. According to art. 20: any Bulgarian citizen who is permanently residing abroad may
request to be released from Bulgarian citizenship, if he or she
has acquired foreign citizenship or if there is information show-
ing that a procedure for acquisition of foreign citizenship has
been initiated. any Bulgarian citizen who is permanently residing abroad may
request to be released from Bulgarian citizenship, if he or she
has acquired foreign citizenship or if there is information show-
ing that a procedure for acquisition of foreign citizenship has
been initiated. Naturalisation can be withheld in a limited number of cases, for in-
stance if the person has obtained it through the provision of false infor-
mation or through the withholding of relevant information from the 226 DANIEL SMILOV AND ELENA JILEVA authorities (art. 22). Deprivation of citizenship of a naturalised person
can take place if the person has committed grave crimes against Bul-
garia (art. 24). Revoked Bulgarian citizenship can be restored under certain condi-
tions. These are dealt with both in the provisions in the 1998 Law and
the amendments of 2001. The most important of these conditions is a
residence requirement: three years of lawful permanent residence after
the submission of the application for the restoration of one’s citizen-
ship (art. 26 (3)).37 7.3
Current political debates The discussion thus far has demonstrated that, at the level of the Con-
stitution, Bulgarian legislation provides for a fairly egalitarian frame-
work, which could be interpreted as an acceptable basis for a civic com-
munity. However, this framework remains incomplete, and it allows
for alternative interpretations through legislation; the main culprit in
this regard is the provision for privileged naturalisation of Bulgarians
by origin. The same is true of the provisions for multiple citizenship,
which could also be interpreted as bestowing specific privileges on par-
ticular groups of citizens. Thus, ultimately, the Constitution leaves it to
the political process to determine the precise make up of the Bulgarian
political community, and the exact scope of the privileges for specific
groups. In this section we therefore examine the dynamics of the politi-
cal processes, which have a bearing on the questions discussed. p
g
q
The most important recent development in this regard is the rise of
populist politics in the country. Bulgarian populism is marked by a cri-
sis in the representative system, and the ‘mainstream parties’ in parti-
cular, and the constant emergence of new players – such as the ex-Tsar
Simeon’s NDSV movement (National Movement Simeon the Second)38
in 2001, Boyko Borissov’s GERB (Citizens for European Development
of Bulgaria) in 2006, and even something like a radical nationalist
party – Ataka – in 2005. These populist players are largely indifferent
to traditional left-wing or right-wing political ideologies. They use other
means for the mobilisation of their people, which often include anti-
corruption campaigns and various milder or stronger versions of na-
tionalism. The rise of populism in Bulgaria coincided with the transfor-
mation of the MRF – the Turkish minority party – into a mainstream
player consistently taking part in the government of the country.39
Thus, the anti-elite, anti-establishment rhetoric of the newcomers also
acquired some ethnic overtones; they started to ethnicise corruption
and to portray the MRF as the most problematic element in the party
system. However, evidence shows that the MRF, although prone to pa- THE POLITICS OF BULGARIAN CITIZENSHIP 227 tronage and clientelistic practices, is no more corrupt than the other
parties. In the face of populist attacks from these newcomers, the representa-
tives of the ‘mainstream parties’, such as the BSP, had to revise their
campaign strategies and react to the challenge. 7.3
Current political debates President of the Repub-
lic Georgi Parvanov – who was the former chairman of the BSP and a
historian by training – played a primary role in the design of the new
political course, which could be described as the ‘mainstreaming’ of
some mild forms of nationalism in order to reduce the appeal of the
populists. As the head of state, Parvanov started taking public positions
on issues of ‘historical importance’, such as the significance of the
struggles for the liberation of Macedonia in Bulgarian history, the ‘mis-
interpretations’ by domestic and foreign experts of specific events, such
as the Batak massacre in 1876, and so on.40 Formal official rituals also
underwent significant redevelopment in order to stress the historical
continuity of the Bulgarian nation and the grandeur of the sacrifice
made by its ancestors. Of course, President Parvanov played an important role in the for-
mation of citizenship policy as well, though in this area, the ‘main-
streaming’ of nationalism began even before the start of his mandate. Gradually, however, citizenship policy was included in the symbolic
manifestations of mild nationalism, especially with regard to interna-
tional relations with Macedonia. Below we demonstrate how the rise of populism and the reactive
‘mainstreaming’ of mild nationalism affected three specific policy
areas: the voting rights of Bulgarian Turks residing in Turkey, the nat-
uralisation policies and policies that address demographic problems
and the need for foreign labour. 7.3.1
The voting rights of Bulgarian Turks living in Turkey As already discussed, in the 1980s, the then communist regime of Bul-
garia adopted a policy towards the Turkish minority in Bulgaria, ac-
cording to which Bulgarians with Turkish origin were forced to adopt
Slavic names. This led to a great wave of emigration back to Turkey in
1989. After the one-party system collapsed in 1989, many reclaimed
their Bulgarian citizenship, but only some of them resettled in Bulgar-
ia, while others who regained Bulgarian passports preferred to remain
in Turkey (see also Kadirbeyoglu in this volume). Among this group,
there are many children and retirees who nowadays spend their sum-
mers in Bulgaria. Some come back to pursue higher education or per-
form military service in Bulgaria, given the general fear among Turks
of having to do one’s military service in the Kurdish regions of Turkey. The two states have an agreement concerning the mutual recognition 228 DANIEL SMILOV AND ELENA JILEVA of one another’s military service (which became a moot point after the
professionalisation of the Bulgarian army). In general, the relation-
ships between Bulgaria and Turkey have begun to flourish and have
reached an unprecedented level of civility, especially when, in 1997, the
then newly elected Bulgarian President Peter Stoyanov delivered a
speech to the Turkish National Assembly, asking for forgiveness for
what had been done to the Turkish minority in his country (Petkova
2002: 52-54). According to official migration statistics, Turkish migrants with dual
Bulgarian and Turkish citizenship form a community of around
380,000 people. Under the 1998 citizenship law, these migrants have
the right to regain their Bulgarian citizenship while keeping their Turk-
ish citizenship. As dual citizens, they develop and share dual loyalty,
rights and obligations (O¨ zgu¨r-Baklacioglu 2006: 322). The rise of populism in Bulgaria meant that the voting rights of Bul-
garian citizens of Turkish origin who are resident in Turkey came in-
creasingly under attack. These rights are the same as those of other ci-
tizens; that is, they can participate in parliamentary, presidential, local
and EP elections in Bulgaria. Debates about these voting rights arose
first in the 1990s. Thus, on the eve of parliamentary elections in De-
cember 1994, the possibility of significant support for the MRF by Bul-
garian Turkish voters in Turkey was strongly debated in the Bulgarian
media. MRF supporters were estimated at 150,000 eligible voters. 7.3.1
The voting rights of Bulgarian Turks living in Turkey The
main question was whether citizens with dual citizenship who were
not resident in Bulgaria had the right to influence Bulgarian internal
politics. However, this debate was not revived in the 1997 parliamen-
tary elections when Bulgarians had much more serious crises to deal
with, such as trying to survive after the economic crisis of 1996 (Iva-
nov 1997). During all general elections held in the past fifteen years, the inter-
ested parties (specifically the MRF) have organised large numbers of
Bulgarian Turks with voting rights who reside permanently in Turkey
to vote either in polling stations in Turkey (in over 70 locations in
2005) or to be transported by bus to Bulgaria to cast their votes there.41
Bus transportation has been widely available during municipal elec-
tions in Bulgaria. In the June 2001 parliamentary election, the MRF re-
ceived 38,840 of the 50,000 votes cast in Turkey. In this way, the votes
of the dual citizens living in Turkey helped elect three MRF members
to the Bulgarian Parliament (it needs to be noted, however, that dual ci-
tizens have neither a special representation quota nor specially desig-
nated MPs as their representatives). The local elections in 2003 showed
similar results, when dual citizens contributed to MRF electoral vic-
tories in twelve municipalities as well as the election of 695 local mu- THE POLITICS OF BULGARIAN CITIZENSHIP 229 nicipality council members and advisors (O¨ zgu¨r-Baklacioglu 2006:
328). nicipality council members and advisors (O¨ zgu¨r-Baklacioglu 2006:
328). Protests against the voting rights for dual citizens have been ex-
pressed by political parties, public opinion as well as some scholars
(e.g. Boyadjiev 1996).42 In 2007, however, these protests escalated into
a campaign by all of the opposition parties, in which individual mem-
bers of the ruling majority also took part (including the BSP chairman
of parliament who in a crucial vote on some of the debated residence
requirements, sided with the opposition). q
pp
)
The conflict over the voting rights for dual citizens emerged in rela-
tion to the first European Parliament elections in May 2007. The ques-
tion was whether the National Assembly should introduce specific resi-
dence requirements for voters in European Parliamentary elections,
which would disqualify the Bulgarian Turks living in Turkey. The oppo-
sition parties proposed these requirements, which soon gained wide-
spread public support. 7.3.1
The voting rights of Bulgarian Turks living in Turkey According to a study by the Alpha Research
Agency, public opinion in Bulgaria was clear with some 78.7 per cent
of all Bulgarians supporting residency requirements in these elections. Such a high rate of popular approval is comparatively rare in Bulgarian
politics. The sole opponents of the new regulation were supporters of
the MRF.43 In the ensuing heated parliamentary debates some members of the
opposition even argued that MEPs elected with the help of Bulgarian
voters in Turkey would in fact represent Turkey rather than Bulgaria. After four hours of debate over the controversial text, 80 opposition
MPs walked out of the plenary hall. Ultimately, the ruling coalition al-
lowed all citizens to be enfranchised regardless of where they resided. In the subsequent election, the MRF did exceptionally well and came
in third with 20.26 per cent, just behind GERB (a centre-right populist
party) with 21.68 per cent and the BSP with 21.41 per cent. The MRF
received a total of 392,650 votes. 39
5
In the following local elections of 2007, attempts to introduce the re-
sidency requirements succeeded initially, but were then dramatically
watered down through various legal technicalities, which made it possi-
ble to claim residency only on the basis of a permanent address regis-
tered on one’s identity card, which virtually all people have, even if they
live abroad. Thus, the practice of ‘electoral tourism’ continued una-
bated. It is important to note, however, that the MRF is gradually losing the
public debate on residency requirements, and if they were to join the
opposition, a reversal of policy is very probable. What is striking in the
emerging dominant public opinion is the lack of a principled vision of
citizenship. Some who support the denial of voting rights argue that
this measure will eliminate possibilities for vote-buying and electoral DANIEL SMILOV AND ELENA JILEVA 230 fraud; others see it as a punishment for the ‘corrupt’ MRF; while still
others try to argue that only taxpayers should have political rights; and
last, but not least, are the Ataka supporters, who believe that ethnic
Bulgarians should be privileged in terms of political rights. This ca-
cophony of angry voices is the mark of populist mobilisation. THE POLITICS OF BULGARIAN CITIZENSHIP THE POLITICS OF BULGARIAN CITIZENSHIP 231 cedonians and a slightly greater number of Moldovans were granted
Bulgarian citizenship. The total combined number of Russians, Israe-
lis, Ukrainians and Serbs who received Bulgarian passports in 2005
was less than 700.45 Less than five months before Bulgaria joined the
EU, the number of applicants awaiting approval exceeded 50,000. In
2007, that number rose to 60,000 persons waiting for Bulgarian citi-
zenship.46 p
All this is due to the privileged and facilitated naturalisation proce-
dure for members of Bulgarian minorities applying for Bulgarian citi-
zenship in neighbouring countries. Once it is granted to them, they en-
joy all the rights to which Bulgarians are entitled, without being ob-
liged to give up their other nationality or live in Bulgaria. But here lies the problem: it remains unclear what the actual contri-
bution of these people to contemporary Bulgarian society is going to
be. They are applying with the explicit expectation of the travel oppor-
tunities that a Bulgarian passport affords, without having to live in the
country. The fear is that the ultimate result of this policy might be the
further extension of the ‘symbolic Bulgarian citizenship’ without ad-
dressing the actual pressing social problems. There is also a European
dimension to this issue: this type of external Union citizenship gener-
ates immigration rights and rights to political participation at the EU
level, which may conflict with the developing EU immigration regime. This problem, however, has not even been registered in Bulgarian pub-
lic debates. As to the symbolic ‘gains’ that the policy offers, they come mostly in
the form of settling historical scores with neighbouring countries. Ma-
cedonia is the primary target here,47 and thus it is no surprise that cur-
rent Bulgarian naturalisation policy is most negatively received there,
especially among the nostalgic pro-Yugoslav local political establish-
ment. The concept of ‘Bulgarian by origin’ contradicts the ‘official’ in-
terpretation of Macedonian identity because the concept assumes that
there are ethnic Bulgarians living within Macedonian borders. The offi-
cial reaction of the Macedonian government to the Bulgarian policy
has been ambivalent, however, if we leave aside the ongoing anti-Bul-
garian bias in the local media. Unlike the Ukraine, Macedonia has not
chosen to penalise its citizens who hold dual citizenship. 7.3.2
Dual citizenship for persons with Bulgarian origin At first sight, the contemporary naturalisation policy of Bulgaria has
been a success – numbers of applicants and naturalised citizens con-
tinue to rise. In a situation of negative demographic trends,44 this is
undoubtedly good news. However, the problem is that this policy is not
designed to help solve the demographic problem, or provide the neces-
sary workforce, but mostly to win some symbolic battles over the past
with neighbouring countries, as well as to mobilise domestic voters. The backward-looking nature of this policy means that its successes
will hardly be sustainable. The majority of applications for the acquisition of Bulgarian citizen-
ship are based on Bulgarian origin. Between 2001 and 2005 this
amounted to 90 per cent of the total number of applications (Tzankov
2005). For the period 2000 to 2006, the largest number of applica-
tions for citizenship were those based on origin and were filed by Bul-
garians abroad, mainly from Macedonia, Moldova, Russia, Ukraine and
Serbia. In total, there were 87,722 applications for citizenship based on
origin. Of these, 32,702 came from Macedonia and 38,641 were filed
by Moldovan citizens. During the same period, the number of citizens
from Macedonia who were granted Bulgarian citizenship on the
grounds of their Bulgarian origin by Vice-Presidential Decree was
10,850. The number for Moldova was 9,187 (see Table 1 and Table 2 in
section 7.4). According to Stefan Nikolov from the State Agency for Bulgarians
Abroad (SABA), ‘since 2001, Bulgaria has been attractive because of its
Euro-Atlantic prospects, its stability and the travel opportunities that
Bulgarian passports offer’. Nikolov also noted that the number of appli-
cations has increased exponentially. In 2001, only 940 people acquired
Bulgarian citizenship, but the number rose to 3,000 in 2002; 4,000 in
2003; 5,559 in 2004; 5,722 in 2005; and 6,511 in 2006 (see Table 2). One of the most prominent cases of Macedonians being granted Bul-
garian citizenship was that of the former Prime Minister of Macedonia,
Ljubcho Georgievski. More than 20,000 people have received Bulgarian passports since
2001, when the number of applicants for Bulgarian citizenship was al-
most 5,500. That number rose to nearly 29,500 in 2004. In 2005
alone, when 23,200 applications were submitted, more than 2,400 Ma- THE POLITICS OF BULGARIAN CITIZENSHIP Nevertheless, Macedonia has intensified its claims that Bulgaria is
violating the rights of Macedonians in Bulgaria and, in particular, their
rights to association and assembly. Symbolic politics here has indeed
led Bulgaria to violate the European Convention on Human Rights
(ECHR). In 2000, the Bulgarian Constitutional Court (BCC) banned
the tiny nationalist Macedonian party OMO-Ilinden because it was
seen as a threat to the integrity of the state and the unity of the nation. The BCC’s decision48 strayed from its previous reasoned judgements DANIEL SMILOV AND ELENA JILEVA 232 concerning the MRF (see the discussion in section 7.2), and essentially
ruled that certain speeches, letters and maps produced by the party
were a substantial threat to the Bulgarian state. This paranoid reason-
ing was judged to be in violation of ECHR art. 11 (in conjunction with
art. 10) by the European Court of Human Rights in 2006.49 Since
then, Bulgarian authorities have denied registration to OMO on various
formal and procedural grounds. These decisions have recently been cri-
ticised by the Committee of Ministers of the Council of Europe.50 y
p
It is difficult to say who has the upper hand in these friendly
skirmishes in the symbolic warfare between Bulgaria and Macedonia. Naturalisation numbers and some famous ‘casualties’, such as the nat-
uralised former PM of Macedonia, tilt the scales towards Bulgaria. But
the OMO-Ilinden story and the general sympathy for the underdog
seem to level the score. It is quite clear, however, that the target audi-
ence of the symbolic warfare is domestic; it is used for mobilisation
purposes by particular actors, and at least in the Bulgarian case, it cor-
relates to the rise of populism and the reactions to it. Not surprisingly,
the major actors in this symbolic warfare in Sofia are, on the one hand,
the leaders of the nationalistic-populist parties (Ataka, Internal Macedo-
nian Revolutionary Organisation (VMRO), among others); on the other
hand, it is the President of the Republic himself, who apart from being
a key figure in the administration of naturalisation policies, regularly
expresses the official Bulgarian position on the symbolic front. In terms of more tangible international relations, Macedonia and
Bulgaria, surprisingly, do not have any serious unresolved questions. THE POLITICS OF BULGARIAN CITIZENSHIP Despite
the
apparent
mutual
animosities,
Bulgaria
has
always
staunchly supported Macedonia both in difficult times, such as during
the bombardment of Kosovo by NATO, and now when Macedonia is
on its way to becoming a NATO member. Patronising as this behaviour
may appear to politicians in Skopje, it is still markedly different from
the behaviour of Macedonia’s other EU neighbour, Greece, which still
refuses to recognise the official name of the country, and vetoed Mace-
donian NATO membership in April 2008. THE POLITICS OF BULGARIAN CITIZENSHIP 233 A primary recent example of these efforts is the aforementioned Law
on Bulgarians Living outside the Republic of Bulgaria (2000). This law
is based on a specific ethnic definition of Bulgarians abroad, which is
less inclusive than the definition of ‘Bulgarian by origin’ (O¨ zgu¨r-Bakla-
cioglu 2006: 335). ‘Bulgarians by origin’, to remind the reader, are
those persons who have a Bulgarian parent (mother or father). ‘A Bul-
garian living outside the Republic of Bulgaria’ is a person permanently
residing abroad who has at least one parent of Bulgarian origin and
has Bulgarian national consciousness. The law in question is designed to: encourage the creation of favourable conditions for the free de-
velopment of Bulgarians living outside […] Bulgaria, according
to the principles of international law and the legislation of the
respective state with the aim of protecting their rights and lawful
interests. The Bulgarian state commits itself to support the organisation of Bul-
garians outside Bulgaria whose activities are directed at the conserva-
tion and development of the Bulgarian language, as well as cultural
and religious traditions. Furthermore, the law provides certain entitle-
ments for Bulgarians living abroad; for instance, free elementary and
secondary education in the state and municipal schools in the Republic
of Bulgaria, according to current conditions and regulations for Bulgar-
ian citizens. Significantly, with regard to the pursuit of higher educa-
tion, the law grants Bulgarians living abroad the right to apply for pub-
lic financial assistance (art. 10). Apart from dealing with students, the law also regulates the state
support for ‘the preservation and demonstration of the Eastern Ortho-
dox faith as the traditional religious affiliation of Bulgarians and as a
factor in preserving the Bulgarian national identity’. Moreover, it makes
special provisions for Bulgarians living abroad who wish to settle in
Bulgaria. It creates favourable conditions for their return by offering
them state-owned lands or municipal agricultural lands for use during
the early years after settlement. y y
Although the law envisages the creation of a National Council for
the Bulgarians Living Abroad, the state body responsible for relations
with Bulgarians abroad is the State Agency for Bulgarians Abroad
(SABA). This agency primarily establishes and maintains contact with
and supports the activities of societies, associations, church communes,
media and schools of the Bulgarian communities in dozens of coun-
tries. 7.3.3
National dreams and the imperatives of a globalised world In this section, we further pursue the theme of an obsession with the
past in the development of Bulgarian naturalisation policy, and raise
the issue of its adequacy vis-a`-vis more contemporary challenges. Many
of the Bulgarian government’s organisational efforts in this area can be
understood as an attempt to symbolically restore the Bulgarian Exarch-
ate through some modern surrogate, which would institutionalise links
with the ethnic Bulgarians abroad. THE POLITICS OF BULGARIAN CITIZENSHIP THE POLITICS OF BULGARIAN CITIZENSHIP In addition, SABA is an important element in the processes of ac-
quiring Bulgarian citizenship, in obtaining permission for long-term
residence in Bulgaria and for certifying the Bulgarian origin of persons DANIEL SMILOV AND ELENA JILEVA 234 who have applied for Bulgarian citizenship. The SABA, in essence,
serves as a functional substitute for the now defunct Exarchate. The problem here is that because of the excessive focus on historical
Bulgarian minorities in adjacent lands,51 the state has virtually ne-
glected the close to a million people who have left the country since
1989, emigrating for economic reasons to Western Europe, North
America and elsewhere. There is hardly any coherent policy concerning
these people, who remain Bulgarian citizens in most cases. Many open
questions concerning their situation – such as their health insurance
contributions, for instance – are resolved ad hoc, if at all. The Council
of Ministers discussed a special report on The Bulgarians Abroad and
the State Policy towards Them on 20 December 2007 in an effort to re-
spond to some of these problems.52 p
p
However, as the report shows, the state is making efforts mainly to
attract Bulgarians from historical minorities, while relatively few mea-
sures have been designed to motivate the Bulgarian emigrants living in
Western Europe and North America to return. The report estimates
that at present more than three million Bulgarians live abroad, of
which one million are Bulgarian citizens. About 800,000 of these have
emigrated to Western European or North American countries. Unfortu-
nately, the report does not provide more detailed figures for the various
regions. Nevertheless, it contains several interesting findings, such as
the lack of a new migration of people to EU countries since accession. The policy measures envisaged by the report mainly involve preserving
Bulgarian national identity abroad, and introducing educational and vo-
cational advantages in the country for ethnic Bulgarians residing
abroad with a view to curbing the worrying demographic trends; ac-
cording to projections, the Bulgarian population will decrease from 7.7
million in 2004 to only 5.5 million by 2050, if current trends continue. y 5 5
y
5
While the interests of the historical Bulgarian communities are more
or less addressed by the report and its recommendations, the problems
of economic emigrants are largely neglected. Academic degrees and
professional qualifications gained abroad still need to go through a
complex procedure of domestic legalisation. THE POLITICS OF BULGARIAN CITIZENSHIP THE POLITICS OF BULGARIAN CITIZENSHIP 235 At the end of his mandate, Prime Minister Ivan Kostov of the UDF
proved to be an exception to the general trend of neglecting economic
emigration by inviting ‘prominent Bulgarians’ living abroad (mainly in
the EU and North America) to a grand seminar in Sofia. This initiative
– episodic as it was – encouraged a number of young, well-educated
Bulgarians to return to Bulgaria (ironically, most of them joined the
Tsar’s movement in 2001 and became political opponents of Kostov). However, what is currently needed in this regard are not these kinds of
episodic gatherings, but some major revisions in policies and institu-
tional structures, which remain highly conservative and do not allow
for ‘external’ competition. Restructuring institutions, ranging from the
higher education system (which is highly inflexible to courses in for-
eign languages, guest professorships, etc.) to the administration and
the business communities, would not only motivate Bulgarian emi-
grants who have left the country for economic reasons to return, but
would also attract new highly skilled immigrants. Arguably, the latter
are as important as the historical diaspora, since they could introduce
newer skills and training, novel practices, etc. g
p
Finally, an important flaw in the current state policy in terms of the
imminent problems of labour shortages (recognised both by the afore-
mentioned report and increasing insistent calls from the Bulgarian
business community), is its implicit assumption that labour shortages
can be addressed primarily by attracting ethnic Bulgarians, be they his-
torical or contemporary emigrants. However, it is questionable whether
the three million ethnic Bulgarians are willing to return to the mother-
land under the conditions Bulgaria can currently offer. Bulgaria may
therefore have to look for alternative solutions to labour shortages such
as non-ethnic immigration, which, in turn, would require dramatic im-
migration and citizenship policy revisions. This is a debate that has yet
to take place, however. THE POLITICS OF BULGARIAN CITIZENSHIP EU accession partially re-
solved this problem for degrees and qualifications acquired in other
EU countries, although, at the practical level, numerous problems per-
sist.53 For North American emigrants, EU accession has not changed
anything substantially. Moreover, Bulgarian employment and hiring
practices in many areas (and especially in the public sector) remain
highly clientelistic. The practice of widespread patronage in appoint-
ments is definitely a serious hurdle for any person motivated to return
from a period of economic emigration. Significantly, the above-men-
tioned report fails to address any of these problems. 7.4
Current statistical trends As we have already mentioned, we can observe a marked increase both
in the number of applications for Bulgarian citizenship and the num-
ber of those granted citizenship since 2001. Between 2001 and 2005,
the number of applications for citizenship increased by a factor of four,
from 5,495 applicants in 2001 to 29,493 in 2004. There was a slight
decrease in 2005 and 2006, but the sizeable difference between appli-
cations filed and citizenships granted does not necessarily mean that
those applications were denied. There are at present approximately
58,600 files still awaiting a decision, which might simply mean that
there is an administrative backlog (Tchorbadjiyska 2007: 100-101). 7.4
Current statistical trends DANIEL SMILOV AND ELENA JILEVA 236 Table 7.1
Number of decrees issued by the Vice-President of the Republic of Bulgaria for change of citizenship for the period 1 January 2001-31 December 2006
Number of persons who obtained Bulgarian citizenship
through naturalisation by Vice-Presidential decree
Number of persons who obtained Bulgarian citizenship
by origin by Vice-Presidential decree
Year
Total number of filed applications
Macedonia
Moldova
Russia
Israel
Ukraine
Poland
Albania
Serbia and Montenegro
Total
Russia
Iraq
Persons without citizenship
Armenia
Ukraine
Afghanistan
Jordan
Lebanon
Syria
Total
Number of applications
for restoration of BG citizenship
Number of applications
for renunciation of BG citizenship
001
5,495
169
157
300
13
65
14
18
61
940
165
1
7
6
13
3
2
3
8
274
117
1,093
002
7,438
1,360
583
447
42
243
19
50
219
3,210
71
1
11
3
10
11
3
3
7
161
174
1,091
003
14,306
1,685
1,172
346
91
222
9
59
285
4,179
7
0
16
13
4
10
1
3
4
87
120
695
004
29,493
2,281
2,210
281
122
209
10
86
161
5,559
20
2
25
9
9
9
0
6
6
101
123
945
005
23,200
2,425
2,455
160
152
245
4
34
128
5,722
25
6
42
1
9
11
1
6
2
126
35
710
006
14,468
2,930
2,619
217
107
249
11
52
235
6,511
24
1
27
13
13
7
0
3
7
117
110
828
Total
94,400
10,850
9,187
1,751
527
1,233
67
299
1,089
26,121
312
11
128
45
58
51
7
24
34
865
679
5,362
Source: Ministry of Justice 2007 THE POLITICS OF BULGARIAN CITIZENSHIP 237 Table 7.2
Number of applications for a change of citizenship for the period 1 January 2000-31 December 2006
Number of applications for acquisition of Bulgarian citizenship
by origin, submitted by citizens of the respective countries
Number of applications for acquisition of Bulgarian citizenship through
general naturalisation, submitted by citizens of the respective countries
HE POLITICS OF Table 7.2
Number of applications for a change of citizenship for the period 1 January 2000-31 December 2006
Number of applications for acquisition of Bulgarian citizenship
by origin, submitted by citizens of the respective countries
Number of applications for acquisition of Bulgarian citizenship through
general naturalisation, submitted by citizens of the respective countries
Year
Total number of filed applications
Macedonia
Moldova
Russia
Israel
Ukraine
Poland
Albania
Serbia and Montenegro
Total
Russia
Iraq
Persons without citizenship
Armenia
Ukraine
Afghanistan
Jordan
Lebanon
Syria
Total
Number of applications
for restoration of BG citizenship
Number of applications
for renunciation of BG citizenship
2000
3,334
113
172
380
12
56
25
22
106
1,145
237
7
23
11
17
29
12
20
46
580
198
1,402
2001
5,495
1,471
613
512
60
243
17
57
239
3,506
180
2
27
11
28
18
4
17
33
407
218
1,347
2002
7,438
2,405
1,866
445
90
269
15
76
297
5,960
85
5
37
9
19
15
4
22
29
299
135
1,034
2003 14,306
4,165
6,124
387
243
465
12
127
345
13,128
57
1
20
19
25
19
1
13
17
227
140
767
2004 29,493
8,731
15,821
485
347
706
19
138
581 28,378
60
10
45
7
33
28
5
27
16
317
186
615
2005 23,200
7,577
11,578
496
651
567
12
255
784 22,129
59
10
35
22
29
16
6
13
17
265
114
692
2006 14,468 8,240
2,467
439
508
506
7
421
716 13,476
76
9
20
20
43
10
5
11
27
300
125
567
Total 97,734 32,702 38,641 3,144 1,911 2,812 107 1,096 3,068 87,722
754
44
207
99
194
135
37
123
185
2,395
1,116
6,424 238 DANIEL SMILOV AND ELENA JILEVA Table 7.1 and Table 7.2 provide detailed data on the numbers of ap-
plications and the numbers of those granted citizenship status in Bul-
garia between 2000 and 2006. 7.4
Current statistical trends They differentiate between normal nat-
uralisation procedures and the preferential treatment of ethnic Bulgar-
ians. According to Tchorbadjiyska (2007), one of the factors influencing
the increase was a change in 2001 in the laws regarding Bulgarian citi-
zenship. Until 2001, applicants of Bulgarian ethnic origin needed to
demonstrate proficiency in the Bulgarian language and, most impor-
tantly, had to either renounce their present nationality or commit
themselves to doing so. As discussed, these two conditions were
dropped after 2001. Thus, those Bulgarian minorities living abroad
who might not have applied earlier because they did not want to lose
their present nationality now have a possibility to acquire Bulgarian na-
tionality while retaining their former citizenship. Apart from the
change in legal conditions, the increase in citizenship applications is
explained by changes in the visa regime. As most of the Bulgarian
minorities abroad are citizens of countries that were either on the Bul-
garian visa blacklist or were included in it upon entry to the EU, their
travel options were seriously hampered. In this situation, the acquisi-
tion of Bulgarian citizenship, especially under simplified procedures,
became an obvious solution. 7.5
Conclusions The normative frame of Bulgarian citizenship discussed in this chapter
is characterised by a degree of substantial incoherence. At the most ba-
sic level, the Bulgarian polity combines two different competing and
sometimes conflicting principles. On the one hand, it commenced as,
and remains, a predominantly Bulgarian project. On the other hand,
there has been a genuine attempt to create an egalitarian political com-
munity, which does not differentiate between its members, be they of
Bulgarian origin or not. This constitutive incoherence has resulted in a
complex web of general equality norms, privileges and exceptions. In-
deed, there were low points in the development of the Bulgarian polity,
when the desire to entrench privileges led to discriminatory and repres-
sive practices – especially in the authoritarian-totalitarian period of
1940-1989. However, in times when democracy had a real chance, the
incoherent normative framework proved sufficiently inclusive and thus
stimulated a rich plurality of voices in Bulgarian public life. This inclu-
sive incoherence characterises the contemporary regulation of citizenship
as well. THE POLITICS OF BULGARIAN CITIZENSHIP 239 Normative incoherence has one significant drawback: it does not
lend itself easily to constitutionalisation and judicial interpretation. Even Dworkin’s super judge Hercules (Dworkin 1986) would find it
difficult to construct a theory that eliminates the tension between egali-
tarian and identity-based considerations in the Bulgarian case. In the
absence of a judicially administrable citizenship rulebook, much has
been left to the political process. It is an encouraging fact that at pre-
sent this political process has provided for a robust representation of
the main minorities in the country. However, as John Hart Ely (1980)
predicted in another context, when you rely exclusively on the demo-
cratic process, there may be some tiny and insular minorities whose
rights will be neglected. In Bulgaria, the associational rights of Macedo-
nians have proven Ely right, and it is good that the country is already
in an internationally regulated environment; under pressure from the
Council of Europe and other organisations this problem is currently
being resolved. More worrying, however, are certain aspects of the internal dynamic
of the political process related to the rise of populism. This phenomen-
on focuses domestic politics on issues such as anti-corruption, personal
charisma and, most importantly, national identity and historical symbo-
lism. This seems a common Central European development. It does
not affect only the marginal radical nationalist parties. 7.5
Conclusions In the emerging
political trend, Bulgarian actors stand together with the Kaczynski
brothers in Poland, Victor Orban in Hungary, Fico and Mecˇiar in Slova-
kia, and so on. Populism threatens to turn the inclusive incoherence of
the Bulgarian normative model into a cacophony of angry voices, in
which some nasty overtones from authoritarian and totalitarian times
are clearly discernible. Overall, although the record of the Bulgarian polity in its modern
history has been, at certain points, mixed, it still provides reasons for
confidence. In the absence of thoroughly principled solutions to ten-
sions and conflicts, the achievement of modus vivendi compromises has
been the norm in this history. For students of coherent normative the-
ories, this political modus vivendi response perhaps seems unsatisfac-
tory. This is not such a great problem, however, because the very idea
that civilised relationships among members of a pluralistic polity de-
pend on the existence of a coherent theory embodied in a citizenship
rulebook strikes us as utterly bizarre. DANIEL SMILOV AND ELENA JILEVA 240 Chronological list of citizenship-related legislation in Bulgaria
Date Document
Content
Source
1879
Turnovo Constitution
Defines Bulgarian subjects
as those being born in
Bulgaria who have no other
citizenship and those born
of Bulgarian subjects
elsewhere
1880 First Law on Bulgarian
Nationality
Is based on the ius soli
principle; envisages four
modes of acquisition (by
origin, adoption, marriage,
naturalisation) and five
modes of losing Bulgarian
nationality (by
renunciation, decision of
the authorities, absence,
adoption and marriage)
1883
Second Law on Bulgarian
Nationality
Adds the ius domicilii to
the ius soli principle (i.e. 1991
Constitution of the
Republic of Bulgaria 7.5
Conclusions Bulgarian subjects are all
Turkish subjects who were
born on, or resided in, the
territory of the Bulgarian
Kingdom at the time of the
liberation wars)
1903 Third Law on Bulgarian
Nationality
Maintains the main
principles of the first two
laws while the principle of
ius sanguinis becomes
more important
1940 Fourth Law on Bulgarian
Nationality
Stresses the ius sanguinis
principle in addition to the
ius soli principle
1947
Constitution of the
People’s Republic of
Bulgaria
Changes the legal status of
Bulgarians from subjects
into citizens
1948 First Law on Bulgarian
Citizenship
Based on the ius sanguinis
principle; declares that
‘enemies’ of the state and
those who defected to the
West can be deprived of
Bulgarian citizenship
1968 Second Law on Bulgarian
Citizenship
Deprives Bulgarian
citizenship of all those who
refuse to return to
Bulgaria; prohibits dual
citizenship
www.legislationline.org
(as amended in 1989)
1991
Constitution of the
Republic of Bulgaria
Defines as Bulgarian
citizens all those who have
a parent with Bulgarian
www.legislationonline.org Chronological list of citizenship-related legislation in Bulgaria Chronological list of citizenship-related legislation in Bulgaria
Date Document
Content THE POLITICS OF BULGARIAN CITIZENSHIP 241 Date Document
Content
Source
citizenship and those born
in the Bulgarian territory
who are not entitled to any
other citizenship; foresees
a facilitated procedure of
acquiring citizenship for
those of Bulgarian descent
1998 Law on Bulgarian
Citizenship
Based on both ius soli and
ius sanguinis; establishes
four principles for the
acquisition of Bulgarian
citizenship (by origin,
place of birth,
naturalisation and
restoration);
accommodates multiple
citizenship
www.bulgarianembassy. org.uk
2001 Amendments
Facilitate the procedures
for acquisition of Bulgarian
citizenship for ethnic
Bulgarians; require
persons of non-Bulgarian
origin acquiring Bulgarian
citizenship by
naturalisation to be
released of their previous
citizenship Date Document 2001 Amendments DANIEL SMILOV AND ELENA JILEVA DANIEL SMILOV AND ELENA JILEVA 242 5
The Turnovo Constitution used subject (podanik) and citizen (grazhdanin) interchange-
ably. With the fall of the monarchy and the establishment of communist rule, the
term subject was eliminated from legal documents and acquired negative connota-
tions in official public discourse. However, it was not true that the subjects to the Bul-
garian monarch had fewer rights than the citizens of the communist republic. 5
The Turnovo Constitution used subject (podanik) and citizen (grazhdanin) interchange-
ably. With the fall of the monarchy and the establishment of communist rule, the
term subject was eliminated from legal documents and acquired negative connota-
tions in official public discourse. However, it was not true that the subjects to the Bul-
garian monarch had fewer rights than the citizens of the communist republic. 6
It is not only political rights that reflect the egalitarian bias of the Constitution. Art. 78, for instance, granted the right to free public primary schooling to all subjects
(both male and female) of the principality. 6
It is not only political rights that reflect the egalitarian bias of the Constitution. Art. 78, for instance, granted the right to free public primary schooling to all subjects
(both male and female) of the principality. 7
It envisaged four methods of obtaining Bulgarian nationality (by origin, adoption,
marriage and naturalisation) and five methods for the loss of Bulgarian nationality
(by renunciation, decision of the authorities, absence, adoption and marriage). The
main principle embedded in the law again was the principle of ius soli. Art. 1 para. 1
stipulates: ‘All individuals born on the territory of the Bulgarian Kingdom who have
not obtained foreign nationality count as Bulgarian nationals.’ 8
Art. 2 of the 1883 Law introduced a slightly more restrictive version – not all
individuals, but only former Turkish subjects could make use of the principle stating
that: ‘Bulgarian subjects are all those Turkish subjects who at the time of war for the
liberation of Bulgaria had residence or were born on the territory of the Bulgarian
Kingdom’. This restriction, which was contrary to the general language of the
Constitution (art. 54), was eventually eliminated from later versions. 9
Art. 65 just stated: ‘Only Bulgarian subjects may occupy positions in the state, public
and military service.’ 9
Art. Notes 1
The authors thank Rossitza Guentcheva and Ruzha Smilova for their very helpful
comments. 1
The authors thank Rossitza Guentcheva and Ruzha Smilova for their very helpful
comments. 2
This had implications from the point of view of international law; formally, until
1908, Bulgarians were still considered subjects of the Turkish Sultan (Geshkoff
1927). 3
Such delegations mostly came from Eastern Rumelia – an artificially created, semi-
autonomous region in the Ottoman Empire – and Macedonia and Eastern Thrace (or
the Vilayet of Adrianople), two other Ottoman regions which were to remain within
the Empire without any special privileges for the compact localised masses of
Bulgarians living there. Similar delegations came from other lands, such as
Bessarabia in present-day Ukraine and Moldavia and Dobrudja in present-day
Romania (see Vladikin 1994: 97). The delegates considered the Berlin treaty an illegitimate revision of the San Stefano
Peace Treaty (March 1878) between Russia and Turkey, which created Grand
Bulgaria, including territories in what is today Macedonia, Turkey, Serbia and Greece. The date of this treaty – 3 March – is currently the Bulgarian national holiday. San
Stefano Bulgaria roughly coincided with the jurisdiction of the Bulgarian Exarchate,
the Bulgarian Orthodox Church authorities in the Ottoman Empire. 4
The delegates considered the Berlin treaty an illegitimate revision of the San Stefano
Peace Treaty (March 1878) between Russia and Turkey, which created Grand
Bulgaria, including territories in what is today Macedonia, Turkey, Serbia and Greece. The date of this treaty – 3 March – is currently the Bulgarian national holiday. San
Stefano Bulgaria roughly coincided with the jurisdiction of the Bulgarian Exarchate,
the Bulgarian Orthodox Church authorities in the Ottoman Empire. DANIEL SMILOV AND ELENA JILEVA 65 just stated: ‘Only Bulgarian subjects may occupy positions in the state, public
and military service.’ 10 This was the second assassination of a prime minister by Macedonian nationalists. In 1895, Stefan Stambolov was slain in the centre of Sofia, partly for the same
reasons. 10 This was the second assassination of a prime minister by Macedonian nationalists. In 1895, Stefan Stambolov was slain in the centre of Sofia, partly for the same
reasons. 11
According to art. 7, a ‘Bulgarian national is every person 1) whose father or (if the
father does not have a nationality or is of unknown nationality) mother is a
Bulgarian subject, regardless of their places of birth; 2) legitimated by a Bulgarian
subject, 3) born out of wedlock whose Bulgarian subject’s origin is proved while he
or she is a minor.’ Ius soli was still present in art. 8: a ‘Bulgarian subject by place of
birth is every individual 1) born in the Kingdom of unknown parents or parents
without nationality and 2) born of foreigners, if he or she had permanent residence
in Bulgaria and has not declared foreign nationality one year after coming of lawful
age’ (Valkanov 1978). 11
According to art. 7, a ‘Bulgarian national is every person 1) whose father or (if the
father does not have a nationality or is of unknown nationality) mother is a
Bulgarian subject, regardless of their places of birth; 2) legitimated by a Bulgarian
subject, 3) born out of wedlock whose Bulgarian subject’s origin is proved while he
or she is a minor.’ Ius soli was still present in art. 8: a ‘Bulgarian subject by place of
birth is every individual 1) born in the Kingdom of unknown parents or parents
without nationality and 2) born of foreigners, if he or she had permanent residence
in Bulgaria and has not declared foreign nationality one year after coming of lawful
age’ (Valkanov 1978). 12
In order to obtain a residence permit, applicants had first to prove that they had lived
in the kingdom for a year, and then to provide information about their origin
(parents), religion, material standing and other details (art. 27). 12
In order to obtain a residence permit, applicants had first to prove that they had lived
in the kingdom for a year, and then to provide information about their origin
(parents), religion, material standing and other details (art. 27). THE POLITICS OF BULGARIAN CITIZENSHIP 243 Republic in 1971, the People’s Republic of Poland in 1972 and the Czechoslovak
Socialist Republic in 1975 (Zakon za bulgarskoto grazhdanstvo 1968). Republic in 1971, the People’s Republic of Poland in 1972 and the Czechoslovak
Socialist Republic in 1975 (Zakon za bulgarskoto grazhdanstvo 1968). Republic in 1971, the People’s Republic of Poland in 1972 and the Czechoslovak
Socialist Republic in 1975 (Zakon za bulgarskoto grazhdanstvo 1968). 18
From 3 June through 21 August 1989 (when Turkey closed its borders), 311,862 ethnic
Turks managed to leave the country. After the fall of Todor Zhivkov and the
communist regime in November 1989, some 125,000 returned to Bulgaria. By the end
of 1989, the refugees’ back-and forth movements ceased and 245,000 refugees who
had fled Bulgaria were granted Turkish citizenship (O¨ zgu¨r-Baklacioglu 2006: 321). 18
From 3 June through 21 August 1989 (when Turkey closed its borders), 311,862 ethnic
Turks managed to leave the country. After the fall of Todor Zhivkov and the
communist regime in November 1989, some 125,000 returned to Bulgaria. By the end
of 1989, the refugees’ back-and forth movements ceased and 245,000 refugees who
had fled Bulgaria were granted Turkish citizenship (O¨ zgu¨r-Baklacioglu 2006: 321). 19 The reversal of policy against the Turkish minority started immediately after the fall
of the communist regime in November 1989: there were communist leadership
decisions calling for the repeal of the repressive legislation as early as December of
that same year. 19 The reversal of policy against the Turkish minority started immediately after the fall
of the communist regime in November 1989: there were communist leadership
decisions calling for the repeal of the repressive legislation as early as December of
that same year. 20 The last provision was amended in 2005 in compliance with international treaties
concluded by Bulgaria regarding international criminal tribunals: ‘No Bulgarian
citizen may be surrendered to another State or to an international tribunal for the
purposes of criminal prosecution, unless the opposite is provided for by international
treaty that has been ratified, published and entered into force for the Republic of
Bulgaria.’ g
21
‘Bulgarian by birth’, according to the 1991 Constitution, is not an ethnic category; it
refers to those born within the country’s borders or to Bulgarian citizen parents and
includes thus ethnic Turks and other non-ethnic Bulgarians. 22 See Decision No. 12, 23 July 1996. DANIEL SMILOV AND ELENA JILEVA 12
In order to obtain a residence permit, applicants had first to prove that they had lived
in the kingdom for a year, and then to provide information about their origin
(parents), religion, material standing and other details (art. 27). 13
The treaty with Greece was ratified by Bulgaria on 4 October 1920. In September
1940, a similar treaty was signed with Romania. 13
The treaty with Greece was ratified by Bulgaria on 4 October 1920. In September
1940, a similar treaty was signed with Romania. 13
The treaty with Greece was ratified by Bulgaria on 4 October 1920. In September
1940, a similar treaty was signed with Romania. 14
It is still being debated in Bulgarian scholarly literature whether the Bulgarian
authorities were fully responsible for these deportations: some argue that the
occupied territories were virtually under German command. Be that as it may, the
Bulgarian authorities did nothing, or at least not enough, to prevent these
deportations. Most importantly, Jews from the occupied territories were apparently
not granted Bulgarian citizenship, while Greeks and Macedonians were. 14
It is still being debated in Bulgarian scholarly literature whether the Bulgarian
authorities were fully responsible for these deportations: some argue that the
occupied territories were virtually under German command. Be that as it may, the
Bulgarian authorities did nothing, or at least not enough, to prevent these
deportations. Most importantly, Jews from the occupied territories were apparently
not granted Bulgarian citizenship, while Greeks and Macedonians were. 15
Those born in Bulgaria to an alien were entitled to Bulgarian citizenship if at the
time of their majority they were domiciled in Bulgaria. 16 Toni Nikolov, ‘The Right of Bulgarian Citizenship and the European Norms’, Demok-
ratzija, 12 May 1998. 17
Such agreements were concluded between the People’s Republic of Bulgaria and the
USSR in 1958, the People’s Republic of Hungary in 1959, the Socialist Republic of
Romania in 1959, and again with the USSR in 1966, the German Democratic 17
Such agreements were concluded between the People’s Republic of Bulgaria and the
USSR in 1958, the People’s Republic of Hungary in 1959, the Socialist Republic of
Romania in 1959, and again with the USSR in 1966, the German Democratic THE POLITICS OF BULGARIAN CITIZENSHIP DANIEL SMILOV AND ELENA JILEVA DANIEL SMILOV AND ELENA JILEVA 244 30 This requirement was added in 2000. 30 This requirement was added in 2000. 31
Order No. 5 of 1999 of the Minister of Education and Science defines the procedure
for the establishment of knowledge of Bulgarian language. The applicants either
have to show documents proving that they have studied in Bulgarian schools or have
valid certificates for the language proficiency, or they have to take a written exam
before a special commission. They need to demonstrate that they have sufficient
knowledge of the Bulgarian language to enable them to communicate at ‘an
elementary level’ (art. 6(2)). 32
Until 2006, the proposal allowing foreign athletes to obtain Bulgarian citizenship
was made by the Bulgarian vice prime minister responsible for sports. This provision
was amended in 2006 when the government decided that the proposal should be
made by the director of the State Agency for Youth and Sport (Telegraph, 8 June
2006). )
33
Interview with Elitza Hristrova, State Agency for Bulgarians Abroad, 2 June 2007. )
33
Interview with Elitza Hristrova, State Agency for Bulgarians Abroad, 2 June 2007 33
Interview with Elitza Hristrova, State Agency for Bulgarians Abroad, 2 June 2007. 34 Alternatively, (2) he or she has been adopted by a Bulgarian citizen on terms of full
adoption; (3) one of his or her parents is a Bulgarian citizen or has passed away as a
Bulgarian citizen (art. 15). 34 Alternatively, (2) he or she has been adopted by a Bulgarian citizen on terms of full
adoption; (3) one of his or her parents is a Bulgarian citizen or has passed away as a
Bulgarian citizen (art. 15). 35
While the 1998 Law envisions a preclusive deadline of three months for the
facilitated naturalisation of foreigners with Bulgarian origin, the procedure usually
takes two to three years due to the numerous inspections at various Bulgarian
institutions. Such inspections are carried out by the Directorate for Migration at the
Ministry of the Interior, the National Security Service, the State Agency for
Bulgarians Abroad (SABA) and others (Interview, State Agency for Bulgarians
Abroad, 2 June 2007). The problem of discretion in the administration of these
checks remains quite acute, however. THE POLITICS OF BULGARIAN CITIZENSHIP 23
There are no reliable data for the number of permanent settlers, but estimates show
that it was about 100,000. 24 The Constitution mentioned the possibility of dual citizenship in its prohibition on
dual citizens running for parliament and the presidency. 25
The term ‘militant democracy’, which was first coined by Karl Loewenstein in the
1930s, refers to a constitutional legal doctrine according to which the democratic
state should actively protect itself and its values against internal enemies and should
prevent them from coming to power by using the democratic process. The
doctrine requires instruments such as bans on extremist organisations and anti-
system parties, loyalty requirements for civil servants, etc. The doctrine was first
systematically implemented within the German Basic Law after the Second World
War. For further information, see Sajo 2004. 26 Decision 4, 21 April 1992. 26 Decision 4, 21 April 1992. 26 Decision 4, 21 April 1992. 27 This process was ultimately finalised in 1998 because it was only then that the
Union of Democratic Forces succeeded in the formation of a stable government. Until then, the country was run mainly by the ex-communist BSP, whose
assessment of the communist period was rather ambivalent; in general, the party
was unwilling to radically revise the policies of the communist regime. 28 Among those, for instance, were 43 former ambassadors of the Bulgarian Kingdom
who had lost their Bulgarian citizenship by a decree issued by the erstwhile
President Vassil Kolarov in 1947. They had refused to acknowledge the ‘people’s
power’ of the communist regime (Rossitza Milanova, ‘The Citizenship of Those
Bulgarians Whose Citizenship Was Denounced between 1944 and 1947 Is Restored’,
Democrazija, 12 May 1998). 29 There are different procedures for obtaining this permission. In most cases, the
applicants have to show that they have legally resided in the country for the previous
five years or that they have invested more than US$ 500,000. Ethnic Bulgarians and
foreigners born in Bulgaria are exempt from these conditions. Those who have
performed
meritorious
service
to
the
country
are
also
exempted
from
the
requirements. For more details, see the information at the site of the Ministry of
Foreign Affairs: www.mfa.bg. DANIEL SMILOV AND ELENA JILEVA 40 In a curious development, in 2007, the Bulgarian President involved himself in a
public debate with a junior art historian, who was supported in her research by a
young German scholar. The art historian had written a paper interpreting the ‘myth
of the Batak massacre’. Apparently, she had traced the reconstruction of specific
events in the public memory from the Bulgarian uprising against the Ottomans in
1876, exploring the role that works of art played in this construction. The President
interpreted the whole project as an attempt to deny that the massacre ever happened
(an indisputable fact), and to misinterpret Bulgarian history. He even hosted an
‘open history class’ in the town of Batak, the main purpose of which was to discredit
the art historian’s project. Leaving aside the historical substance of the debate, it is
highly unusual for a head of state to take on the role of a guardian of national
history, especially when his opponents are academics. 40 In a curious development, in 2007, the Bulgarian President involved himself in a
public debate with a junior art historian, who was supported in her research by a
young German scholar. The art historian had written a paper interpreting the ‘myth
of the Batak massacre’. Apparently, she had traced the reconstruction of specific
events in the public memory from the Bulgarian uprising against the Ottomans in
1876, exploring the role that works of art played in this construction. The President
interpreted the whole project as an attempt to deny that the massacre ever happened
(an indisputable fact), and to misinterpret Bulgarian history. He even hosted an
‘open history class’ in the town of Batak, the main purpose of which was to discredit
the art historian’s project. Leaving aside the historical substance of the debate, it is
highly unusual for a head of state to take on the role of a guardian of national
history, especially when his opponents are academics. 40 In a curious development, in 2007, the Bulgarian President involved himself in a
public debate with a junior art historian, who was supported in her research by a
young German scholar. The art historian had written a paper interpreting the ‘myth
of the Batak massacre’. DANIEL SMILOV AND ELENA JILEVA 35
While the 1998 Law envisions a preclusive deadline of three months for the
facilitated naturalisation of foreigners with Bulgarian origin, the procedure usually
takes two to three years due to the numerous inspections at various Bulgarian
institutions. Such inspections are carried out by the Directorate for Migration at the
Ministry of the Interior, the National Security Service, the State Agency for
Bulgarians Abroad (SABA) and others (Interview, State Agency for Bulgarians
Abroad, 2 June 2007). The problem of discretion in the administration of these
checks remains quite acute, however. 36 The State Agency for Bulgarians Abroad (SABA) is also involved in the process of
verifying Bulgarian origin: see the discussion in section 7.3.3 on this topic. Stefan
Nikolov (SABA) said that officials are conducting ‘thorough inspections’ to prevent
unlawful claims and abuses, since many of those waiting for their applications to be
processed might have submitted ‘documents with dubious validity’ (‘Thousands
Seeking Bulgarian Citizenship Ahead of EU Entry’, Southeast European Times, 14 Au-
gust 2006, www.setimes.com). 36 The State Agency for Bulgarians Abroad (SABA) is also involved in the process of
verifying Bulgarian origin: see the discussion in section 7.3.3 on this topic. Stefan
Nikolov (SABA) said that officials are conducting ‘thorough inspections’ to prevent
unlawful claims and abuses, since many of those waiting for their applications to be
processed might have submitted ‘documents with dubious validity’ (‘Thousands
Seeking Bulgarian Citizenship Ahead of EU Entry’, Southeast European Times, 14 Au-
gust 2006, www.setimes.com). 37
Some usual provisos apply, such as the absence of a criminal record and
the
requirement of good, moral behaviour. 37
Some usual provisos apply, such as the absence of a criminal record and
the
requirement of good, moral behaviour. 38 The NDSV could only be interpreted as a populist party in is first two years of its
existence; it gradually transformed into a ‘normal’ party, albeit at the cost of its
popularity. 39 The reasons for this development are numerous, but one is that MRF can rely on the
relatively stable ethnic support of Bulgarian Turks. In circumstances of declining
turnout, the stability of the electorate of the MRF increases its relative influence. 39 The reasons for this development are numerous, but one is that MRF can rely on the
relatively stable ethnic support of Bulgarian Turks. In circumstances of declining
turnout, the stability of the electorate of the MRF increases its relative influence. DANIEL SMILOV AND ELENA JILEVA Apparently, she had traced the reconstruction of specific
events in the public memory from the Bulgarian uprising against the Ottomans in
1876, exploring the role that works of art played in this construction. The President
interpreted the whole project as an attempt to deny that the massacre ever happened
(an indisputable fact), and to misinterpret Bulgarian history. He even hosted an
‘open history class’ in the town of Batak, the main purpose of which was to discredit
the art historian’s project. Leaving aside the historical substance of the debate, it is
highly unusual for a head of state to take on the role of a guardian of national
history, especially when his opponents are academics. THE POLITICS OF BULGARIAN CITIZENSHIP THE POLITICS OF BULGARIAN CITIZENSHIP 245 41
Some Bulgarian elections have coincided with major Muslim holidays, in order to
make the ‘electoral tourism’ possible. 41
Some Bulgarian elections have coincided with major Muslim holidays, in order to
make the ‘electoral tourism’ possible. 42 In 2006, the radical nationalist party Ataka proposed amendments to the 1998 Law
on Bulgarian Citizenship. These amendments were meant to eliminate dual
citizenship. The party proposed that a Bulgarian citizen cannot be a citizen of
another country, with the exception of citizens of Bulgarian ethnic origin and
Bulgarian culture. These privileges would be confined to persons living permanently
in neighbouring regions in Greece, Macedonia, Serbia and Romania, and also
including Bessarabian Bulgarians. The Bulgarian Parliament rejected the proposal
with nineteen votes ‘for’, 78 ‘against’ and 26 abstentions (Telegraph, 8 June 2007). h
h
f
l
b 43 Rumjana Bachvarova, ‘The Reticence of Power’, Capital, 23 February 2007,
www.capital.bg. 44 The country is losing between 30,000-50,000 citizens per year, although the most
recent statistics show that the decrease in population is slowing down. 45 Although there is a relatively large community of some 235,000 Bulgarians in the
Ukraine, not many applications for Bulgarian citizenship are filed from this country,
as according to Ukrainian law, they have to renounce their Ukrainian citizenship in
the process. Serbians have been increasingly interested in obtaining Bulgarian
citizenship since Bulgaria joined the EU. Since the beginning of 2007, nearly 1,200
Serbs (actually ethnic Bulgarians from Dimitrovgrad and Bosilegrad) have taken
advantage of the right to obtain Bulgarian citizenship. According to the Bulgarian
Ministry of Justice, another 3,400 had submitted applications and were awaiting
decisions (‘Serbians Are Increasingly Interested in Obtaining Bulgarian Citizenship’,
Sofia Echo, 6 August 2007, www.sofiaecho.com). 46 In contrast to Hungary, the privileges for ‘external citizens’ neither created heated
public debates nor significant problems during EU accession negotiations. There are
several reasons for this. Firstly, the Bulgarian diaspora in neighbouring countries is
smaller than the Hungarian one, and much less organised. In most cases, the policy
provides for individual exit strategies of Bulgarians abroad. Secondly, Bulgaria has
complied with all of the formal requirements of the EU visa regulations, and has
imposed visa restrictions on neighbouring countries in which Bulgarians live. Finally, the issue is not internally divisive, as is the case in Hungary; no major party,
including the MRF, opposes the current policies. DANIEL SMILOV AND ELENA JILEVA 51
One of the main target groups of the SABA is the community of Bessarabian
Bulgarians and Bulgarian minorities in Serbia, Moldova and Romania. g
g
52
At the time of writing there is an ongoing debate organised by SABA on this
document; see www.saba.government.bg. 52
At the time of writing there is an ongoing debate organised by SABA on this
document; see www.saba.government.bg. 53
For instance, the so-called VAK (Supreme Commission of Attestation) still has the
right to examine, in substantive terms, degrees earned in the EU. It is true that the
Commission, as a rule, does not usually apply this right. But still, according to the
law it can deny the domestication of an EU degree on substantive grounds by a secret
vote! 53
For instance, the so-called VAK (Supreme Commission of Attestation) still has the
right to examine, in substantive terms, degrees earned in the EU. It is true that the
Commission, as a rule, does not usually apply this right. But still, according to the
law it can deny the domestication of an EU degree on substantive grounds by a secret
vote! THE POLITICS OF BULGARIAN CITIZENSHIP 46 In contrast to Hungary, the privileges for ‘external citizens’ neither created heated
public debates nor significant problems during EU accession negotiations. There are
several reasons for this. Firstly, the Bulgarian diaspora in neighbouring countries is
smaller than the Hungarian one, and much less organised. In most cases, the policy
provides for individual exit strategies of Bulgarians abroad. Secondly, Bulgaria has
complied with all of the formal requirements of the EU visa regulations, and has
imposed visa restrictions on neighbouring countries in which Bulgarians live. Finally, the issue is not internally divisive, as is the case in Hungary; no major party,
including the MRF, opposes the current policies. 47 As O¨ zgu¨r-Baklacioglu argues, the Law on Bulgarians Abroad established kin minority
protection and turned dual citizenship into an engine of intensive nation-building. Dual citizenship status for the migrant community in Turkey remains a subject of
political debate, while it does not create problems in cases involving Macedonian
applications. In other words, the accommodation of Macedonians as Bulgarian
citizens has a special historical importance in building the Bulgarian nation. In
nationalist circles, it is perceived as the return of the Macedonians to their ‘first’
origin, i.e. the Bulgarian one. As understood from the application procedure,
Macedonian applications are handled under the provision for applicants with
Bulgarian origin. Macedonians do not need a permanent resident status and do not
have to show a certificate proving knowledge of the Bulgarian language. Among the
initial set of application documents is a declaration that verifies Bulgarian cultural
consciousness (O¨ zgu¨r-Baklacioglu 2006: 336). 48 Decision 1, 29 February 2000. 49 Case of the United Macedonian Organisation Ilinden and others v. Bulgaria, 19
January 2006. 50 See Svetoslav Terziev, ‘Strassbourg Harasses Bulgaria about OMO’, Sega, 27 March
2008, www.segabg.com. 246 DANIEL SMILOV AND ELENA JILEVA Bibliography Aleksandrov, E. (1995), Pravo na zadrganichnite bulgari. Sofia: Agency for Bulgarians
Abroad. Balamezov, S. (1993), Konstitutsionno pravo: chast purva. Sofia: Sofi-R. Boyadjiev, M. (1996), ‘Dvojnoto grazhdanstvo i Bulgaria: zagubvane i pridobivane’, Mezh-
dunarodni otnosheniya 2: 69-76. y
9 7
Dworkin, R. (1986), Law’s Empire. Cambridge, MA: Harvard University Press. Ely, J. H. (1980), Democracy and Distrust. Cambridge, MA: Harvard University Geshkoff, T. (1927), ‘An analysis of the Bulgarian Nationality Law’, American Journal of
International Law 21 (3): 534 - 537 Ivanov, A. (2007), Minority Nationalism in the Balkans: the Bulgarian Case. www.ime-bg.org. Kalyonski, A. & M. Gruev (2008), Vuzroditelnijat process [The Rebirth Process]. Sofia: Insti-
tute for the Study of Recent Past. Liebich, A. (2000), ‘Plural Citizenship in Post-Communist States’, International Journal of
Refugee Law 12 (1): 97-107. f g
( ) 97
7
Malinkov, A. (1941) Komentar na Zakona za bulgarskoto podanstvo. Sofia. ¨ O¨ zgu¨r-Baklacioglu, N. (2006), ‘Dual Citizenship, Extraterritorial Elections and National
Policies: Turkish Dual Citizens in the Bulgarian-Turkish Political Sphere’, in O. Ieda
(ed.), Beyond Sovereignty: From Status Law to Transnational Citizenship?, 319-358. Sap-
poro: Slavic Research Center. Petkova, L. (2002), ‘The Ethnic Turks in Bulgaria: Social Integration and Impact on Bul-
garian-Turkish Relations, 1947-2000’, The Global Review of Ethnopolitics 1 (4): 42-59. Sajo, A. (ed.) (2004), Militant Democracy. Utrecht: Eleven International Publishing. State Agency for Bulgarians Abroad (2007), Introduction. www.aba.government.bg. Todorov, T. (1996), ‘Grazhdanstvo po rozhdenie po chl. 93, al. 2 ot Konstitutzijata’, Prav-
na misul (4): 7-14. Todorov, T. (2001), The Fragility of Goodness: Why Bulgarian Jews Survived the Holocaust. Princeton, NJ: Princeton University Press. J
y
Tzankov, V. (2004), Bulgarsko grazhdanstvo. Sofia: Bulgarian Academy of Sciences. Tzankov, V. (2005), Az, grazhdaninut na Republika Bulgaria i na Evropejskija suyuz. Sofia:
Ministry of Justice. Tchorbadjiyska, A. (2007), ‘Bulgarian experiences with visa policy in the accession pro-
cess: A story of visa lists, citizenship and limitation of citizenship rights’, Regio, Mino-
rities, Politics, Society 10: 87-107. Valkanov, V. (1978), Bulgarskoto grazhdanstvo. Sofia: Bulgarian Academy of Sciences. Vladikin, L. (1994), Istoriya na Turnovskata constitutsia. Sofia: Narodna kultu Zakon za bulgarskoto grazhdanstvo from 1968 (1982) In Dogovori za pravna pomosht,
konventzii za urezhdane na dvojnoto grazhdanstvo i grugi aktove. Sofia: State Publishing
House ‘Science and Art’. 8
Czech citizenship legislation between
past and future1 Andrea Barsˇova´ The main contours of the Czech (formerly Czechoslovak) citizenship
laws were shaped by momentous historic events. Administrators,
judges and lawyers smoothed over rough outlines made by political
forces, adding to them exceptions, interpretations and remedies. Con-
sequently, Czech citizenship legislation has always been complex.2 This
chapter follows the main trends of its development and gives a brief ac-
count of Czech citizenship legislation and the politics and policies
linked with it since 1918. It focuses on responses to unprecedented so-
cial changes and challenges in the last two decades, which may be sti-
mulating for the current debates on citizenship policies in the Eur-
opean and transnational context. 8.1.1
Citizenship policies from 1918 to 1993 8.1.1
Citizenship policies from 1918 to 1993 Czechoslovak citizenship came into existence with the creation of Cze-
choslovakia on 28 October 1918. It was linked to the municipal right of
domicile that had been an important instrument regulating migration
within the Habsburg monarchy.3 Former Austro-Hungarian nationals,
who had a right of domicile in municipalities that became part of the
Czechoslovak territory after the break-up of the Austro-Hungarian Em-
pire, acquired Czechoslovak citizenship. The basic rule was modified
by peace treaties4 and constitutional laws5 which regulated the issue of
citizenship in order to protect ethno-national minorities and provided
options to choose the citizenship of an ethnic kin state. The creation of
Czechoslovakia led to the massive remigration of ethnic Czechs and
Slovaks, in particular from Austria (Vaculı´k 2002: 38-39; Kristen 1989:
83). Apart from specific provisions linked to the creation of the new
state, provisions of old Austrian laws on citizenship remained in force
in the Czech lands of Bohemia and Moravia.6 This was the case, for in-
stance, with the ius sanguinis principle laid down in the 1811 Austrian
Civil Code. The end of the Second World War7 and the restoration of Czechoslo-
vakia led to the adoption of ad hoc laws that introduced the criterion of 250 ANDREA BARSˇOVA´ ANDREA BARSˇOVA´ ethnicity into citizenship legislation. The new legislation was linked to
post-war (both forced and voluntary) migration. Under the President’s
Constitutional Decree No. 33/1945 Coll. Concerning Czechoslovak Citi-
zenship of Persons of German and Hungarian Ethnicity (one of the so-
called ‘Benesˇ decrees’), Czechoslovak nationals of German and Hun-
garian ethnic origin were deprived of Czechoslovak citizenship.8 On
the other hand, Constitutional Act No. 74/1946 Coll. Concerning the
Naturalisation of Compatriots Returning to the Homeland and its im-
plementing regulations provided for facilitated naturalisation of ethnic
Czechs, Slovaks and members of other Slavonic nations who settled or
re-settled in Czechoslovakia. Naturalisation was often linked to changes
of names to Czech or Slovak ones (Vaculı´k 2002: 40-49). In the post-
war years, more than 200,000 Czechs, Slovaks and members of other
Slavonic nations immigrated to Czechoslovakia while more than
2,820,000 inhabitants of German ethnicity were expelled. After the communists seized power in Czechoslovakia in February
1948, deprivation of citizenship was introduced as a supplementary
penalty for certain political offences. A complex new citizenship legis-
lation was adopted in 1949. Act No. 194/1949 Coll. on Czechoslovak
Citizenship modified by Act No. 8.1.1
Citizenship policies from 1918 to 1993 72/1958 Coll., replaced the old legis-
lation, but preserved many of its features, such as the ius sanguinis
principle and the principle of a single citizenship. Both in the commu-
nist ideology and in legal theory, citizenship meant not only legal but
also factual bonds between a citizen and the society. A legal textbook
published in 1963 defines ‘socialist citizenship’ in the following way:
‘Socialist citizenship is not only a legal bond between a citizen and the
state, but it means also belonging to a community of working people,
who participate in the building of socialist (communist) society and in
the building and defence of the socialist state; it means belonging to
the community connected by shared dreams and ideals’ (Cˇerny´ & Cˇer-
venka 1963: 19). 9 3
9)
The law also provided for depriving people of Czechoslovak citizen-
ship. It was applied as penalty to those citizens who lived abroad and
had engaged in activities ‘which might endanger state interests’, those
who had left the territory of Czechoslovakia ‘illegally’, those who had
not returned to Czechoslovakia when requested to do so by the Minis-
try of the Interior and those who lived abroad for more than five years
without a ‘valid passport permitting its holder to live abroad’. These le-
gal provisions existed until 1990. The Prague Spring of 1968, a movement towards the liberalisation
of communist rule, was accompanied by the Slovak national move-
ment.9 This movement demanded the introduction of a federal system
within a multiethnic, but centralised, Czechoslovakia. As of 1 January
1969, the unitary Czechoslovak state was transformed into a federal CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE 251 state, composed of the Czech and the Slovak Republics.10 At the level
of citizenship legislation, this change was reflected by the adoption of
Federal Act No. 165/1968 Coll. on the Principles of Acquisition and
Loss of Citizenship, which was followed by the Act of the Czech Na-
tional Council No. 39/1969 Coll. on the Acquisition and Loss of Citi-
zenship of the Czech Socialist Republic, adopted in April 1969.11 The
new legislation introduced, in addition to the (federal) Czechoslovak ci-
tizenship, citizenship of the two (Czech and Slovak) Republics as the
constituent entities of the Federation.12 Under this legislation, Czecho-
slovak nationals automatically acquired the citizenship of either the
Czech or Slovak Republic, based on their place of birth and some sup-
plementary criteria. 8.1.1
Citizenship policies from 1918 to 1993 The new legislation gave people a right to change the republic-level
citizenship at their discretion but this right was rarely exercised. The
reason was trivial: the republic-level citizenship had no practical conse-
quences whatever. In fact, most citizens were not even aware of their
republic-level citizenship.13 In addition, the freezing period of ‘normali-
sation’ in the 1970s and 1980s, which followed the suppression of the
Prague Spring, pushed most people into private and family life as the
only remaining space for meaningful activities, where the question of
citizenship had no significance. g
The fall of the communist regime in November 1989 prompted new
developments in all spheres, including citizenship legislation. The first
task for the new democratic government was to remedy injustices
caused by deprivations of citizenship under the communist rule. In re-
sponse to communist abuses of power, a constitutional provision was
introduced, to stipulate that, ‘no one shall be deprived of his or her citi-
zenship against his or her will’.14 In 1990, Act No. 88/1990 Coll. was
adopted, which provided for the reacquisition of the Czechoslovak citi-
zenship by emigrants who had lost it in the period of communist rule. The law, which was not free of certain restrictions and shortcomings,15
identified one strand of future development in the field of citizenship
legislation that I will call restitution legislation. 8.1.2
Break-up of Czechoslovakia and creation of the Czech citizenship The demise of the communist regime opened a space for the resur-
gence of nationalist feelings and politics.16 In Czechoslovakia, the re-
birth of the Slovak nationalist movement led to a consensual break-up
of the federal state. In the fall of 1992, as the break-up of Czechoslova-
kia was increasingly becoming a realistic option (negotiated and carried
through by the ruling political elite),17 many Czechoslovaks started to
think about their future in terms of citizenship.18 The dormant provi-
sions of the existing citizenship legislation, which allowed for a simple 252 ANDREA BARSˇOVA´ switch between the Czech and the Slovak republic-level citizenships,
started to be widely invoked. Until the end of 1992, some 65,000 Slo-
vak republic-level citizens applied for the Czech republic-level citizen-
ship. On 1 January 1993, the Czech and the Slovak Republics were estab-
lished as successor states to the former Czechoslovakia. In the Czech
Republic, citizenship issues were regulated by the hastily drafted and
adopted Act No. 40/1993 Coll. on the Acquisition and Loss of Citizen-
ship of the Czech Republic.19 The primary aim of the law was to identi-
fy nationals of the new state and to prevent dual (Czech and Slovak) ci-
tizenship.20 p
The provisions of the new legislation fell into two main categories. The first was a set of transitory provisions regulating initial determina-
tion of nationals of the new state,21 complemented by provisions gov-
erning the option for Czech citizenship. The other category involved
rules of permanent nature, regulating e.g. acquisition of the Czech citi-
zenship by birth, naturalisation or loss of Czech citizenship. Table 8.1
Conceptual scheme of Act No. 40/1993 Coll. on the Acquisition and Loss of
Citizenship of the Czech Republic
Norms regulating initial determination of citizenship
Norms regulating
standard procedures for
acquisition and loss of
citizenship (e.g. by birth,
naturalisation)
overall initial determi-
nation of citizenship
supplementary and cor-
rective initial determi-
nation
time
aspect
automatic operation of
laws taking effect on 1
January 1993
temporary application
of norms
permanent application
personal
scope
core of nationals of the
new state, the category
was established by
operation of law – all
former Czech Republic-
level citizens
solves individual cases,
takes into account the
will of individuals
concerned
plurality of cases, not to
be defined in advance Table 8.1
Conceptual scheme of Act No. 40/1993 Coll. CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE 253 law, the Czech republic-level citizenship acquired as of 1 January 1993
an international dimension and turned into full-fledged state citizen-
ship.’ (Cˇerny´ & Vala´sˇek 1996: 99). The same approach as regards over-
all (collective) initial determination was adopted by Slovak legislators. This prevented de iure statelessness in the wake of the break-up of
Czechoslovakia.22 The primary rule was supplemented with a set of transitory provi-
sions regulating the right of option and facilitating naturalisation for
certain Slovak citizens. In the period from 1 January 1993 to 30 June
1994, 240,000 former Czechoslovak citizens acquired Czech citizen-
ship under the option clauses. The criteria for exercising this right of option, however, included not
only two years of permanent residence in the territory of the Czech Re-
public, but also a clean criminal record.23 The application of the latter
condition had a disproportionate impact on members of the Roma
(Gypsy) minority.24 It was criticised by Czech human rights activists as
well as by the international community. The criticism led to piecemeal
adjustments and a softening of Act No. 40/1993 Coll. in relation to for-
mer Czechoslovak (now Slovak) nationals.25 In the decade following the establishment of the independent Czech
Republic, public and political discourse on citizenship matters was
dominated by one issue: the intentional and accidental consequences of
the break-up of Czechoslovakia. In the shadow of this central theme,
some problems related to the restitution of Czechoslovak (now Czech)
citizenship for emigrants were also discussed. In the autumn of 1998,
with the change of government (from liberal-conservative to social-de-
mocratic), a more profound reform of citizenship legislation was put on
the government agenda. This led to (a) significant alterations of the tran-
sitory provisions of the 1993 Citizenship Act, and (b) the adoption of Act
No. 193/1999 Coll. on the Citizenship of Some of the Former Czecho-
slovak Citizens, which was another piece of restitution legislation. p
g
(a) The former legislation mitigated the harsh consequences of the
break-up of Czechoslovakia for some groups of former Czechoslovak
nationals. A ruling of the Constitutional Court of the Czech Republic
of 5 May 199726 also fostered this development. The Court held that
one does not lose Czech citizenship by one’s declaration to opt for citi-
zenship in the Slovak Republic. (These individuals became dual na-
tionals.)27 Major amendments to the 1993 Citizenship Act were imple-
mented by Act No. 194/1999 Coll. 8.1.2
Break-up of Czechoslovakia and creation of the Czech citizenship on the Acquisition and Loss of
Citizenship of the Czech Republic
Norms regulating initial determination of citizenship
Norms regulating
standard procedures for
acquisition and loss of
citizenship (e.g. by birth,
naturalisation)
overall initial determi-
nation of citizenship
supplementary and cor-
rective initial determi-
nation
time
aspect
automatic operation of
laws taking effect on 1
January 1993
temporary application
of norms
permanent application
personal
scope
core of nationals of the
new state, the category
was established by
operation of law – all
former Czech Republic-
level citizens
solves individual cases,
takes into account the
will of individuals
concerned
plurality of cases, not to
be defined in advance overall initial determi-
nation of citizenship
time
aspect
automatic operation of
laws taking effect on 1
January 1993
personal
scope
core of nationals of the
new state, the category
was established by
operation of law – all
former Czech Republic-
level citizens overall initial determi-
nation of citizenship As regards the initial overall determination of citizenship, Act No. 40/
1993 Coll. stipulated that, ‘natural persons, who were citizens of the
Czech Republic as of 31 December 1992, are citizens of the Czech Re-
public as of 1 January 1993.’ Leading Czech jurists explain the estab-
lishment of Czech citizenship in the following way. ‘As a consequence
of the disappearance of Czechoslovakia and the establishment of the
Czech Republic as an independent entity under public international CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE which not only transformed this
ruling into a statutory provision, but also allowed all Czech citizens
who were former nationals of Czechoslovakia to acquire Slovak citizen-
ship without losing their Czech citizenship. (This is an exception to
one of the declared principles of the Czech citizenship legislation, i.e. the prevention of dual citizenship.) 254 ANDREA BARSˇOVA´ The law also introduced a simplified procedure for acquisition of
Czech citizenship by declaration for former Czechoslovak nationals
who had been living continuously in the territory of the Czech Repub-
lic since the break-up of Czechoslovakia. This was a corrective provi-
sion. It provided for acquiring Czech citizenship by those who for var-
ious reasons (legal or personal) could not opt or apply for Czech citi-
zenship before. The necessity of the remedy is demonstrated by this
figure: 6,278 former Czechoslovak citizens acquired Czech citizenship
in 1999 alone, by invoking the new provision.28 A subsequent amendment to Act No. 40/1993 Coll. adopted in 2003
(Act No. 357/2003 Coll.) introduced further remedial provisions. It gave
former Czechoslovak nationals who were granted Slovak citizenship
(i.e. were naturalised in Slovakia) in the period from 1 January 1994 to
1 September 1999 the right to (re-)acquire the lost Czech citizenship
by declaration. The amendment also gave the right to acquire the
Czech citizenship by declaration to certain groups of Slovak nationals
who were minors at the time of the break-up of Czechoslovakia.29 (b) Act No. 193/1999 Coll. on the Citizenship of Some of the Former
Czechoslovak Citizens, reintroduced and broadened the right of reac-
quisition of Czech citizenship by declaration. It applied to emigrants
who had lost Czechoslovak citizenship under communist rule, but for
legal or practical reasons had not been able to make use of the first res-
titution act of 1990. Originally, the applicability of the law was limited
to five years after its entry into force. 8.2
Basic principles of acquisition and loss of Czech citizenship As stated above, the citizenship legislation has gone through a series of
adjustments since 1993. While the greater part of the fine-tuning was
related to the situation of former Czechoslovak nationals, there have
been other changes, such as acquisition of citizenship by children or
naturalisation. Some changes reflected reforms of the administrative
structures. This section describes the main principles of Czech citizen-
ship legislation in force as of 1 January 2008. It does so only selectively
in so far as they reflect topical political discussions or indicate new
trends. CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE 255 citizenship by being found in the territory of the Czech Republic and
d) acquisition of Czech citizenship by naturalisation. Under the ius sanguinis principle, one acquires Czech citizenship at
birth if at least one parent is a Czech citizen. The place of birth is not
relevant. Ius soli applies if the parents are stateless and at least one of
them is a permanent resident (i.e. a green-card holder).30 A natural
person found in the territory of the Czech Republic is a Czech citizen
unless it is proved that he or she acquired the citizenship of another
state at birth. The conditions for naturalisation are strict:31 permanent residence for
at least five years, clean criminal record,32 passing a Czech language
test, renunciation of the previous citizenship,33 no infringement of im-
migration law, and fulfilment of certain statutory duties, such as pay-
ing taxes, health, social and retirement insurance. The permanent resi-
dence status is an eligibility criterion that may not be waived. Under
the immigration legislation in force until April 2006 an immigrant
could apply for permanent resident status (i.e. a green card) only after
ten years of continuous legal residence in the Czech Republic and after
eight years in cases of family reunion. Exemptions were made only for
those related to Czech citizens or permanent residents and on humani-
tarian grounds. Thus, the waiting period for naturalisation for many
immigrants was in fact fifteen years or more.34 There are statutory exemptions for certain categories (such as recog-
nised refugees and stateless persons). For instance, refugees are eligi-
ble for naturalisation without having to renounce their original citizen-
ship. (They acquire permanent resident status by virtue of being
granted asylum.) Most of the requirements can be waived at the discre-
tion of the Ministry of the Interior if certain conditions are met. For in-
stance, the Ministry may waive the five-year duration of permanent re-
sidency (but not the permanent resident status as such) for applicants
born in the Czech Republic, former Czech (or Czechoslovak) nationals,
spouses of Czech nationals, children of Czech nationals, stateless per-
sons or refugees. g
There is a long list of discretionary exemptions from the require-
ment to renounce one’s original citizenship. This list was extended by
Act No. 357/2003 Coll. partly because of an initiative by the Human
Rights Council (see below). 8.2.1
Acquisition of citizenship There are four ways of acquiring Czech citizenship: a) acquisition of ci-
tizenship by former Czechoslovak citizens by option, declaration or fa-
cilitated naturalisation (as described above), b) acquisition of citizen-
ship by birth, adoption and establishment of paternity, c) acquisition of CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE 8.2.2
Loss of citizenship Since the Czech Constitution prohibits deprivation of citizenship
against one’s own will, it may not be imposed as a penalty. In confor-
mity with the principle of ius sanguinis even later generations of
Czech descent born and living abroad cannot lose Czech citizenship by
mere operation of law. A Czech national can lose citizenship in two ways: by a declaration of
renunciation and by acquisition of foreign citizenship at his or her re-
quest. A Czech citizen may lose his or her citizenship by a declaration
of renunciation if he or she stays abroad and at the same time pos-
sesses the citizenship of a foreign state (cases of dual and multiple citi-
zenship).36 A Czech citizen automatically loses Czech citizenship as a
consequence of acquiring a foreign citizenship if the latter citizenship
is acquired at his or her own request. (This does not apply if the acqui-
sition of a foreign citizenship is automatic, for example by descent.)
This mode of automatic loss of citizenship was introduced by the 1993
Citizenship Act and did not exist before 1 January 1993.37 This provi-
sion became controversial in practice.38 Its constitutionality was also
challenged with reference to the ban on deprivation of citizenship
against one’s will but was eventually confirmed by the Constitutional
Court.39 The 2003 amendment to the 1993 Citizenship Act (Act No. 357/
2003 Coll.) introduced an exemption from the loss of citizenship in re-
lation to marriage. If a Czech national acquires the citizenship of his
or her spouse during the marriage, he or she will not lose Czech citi-
zenship.40 CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE Applicants may keep their previous citizen-
ship (and become dual or multiple nationals) if they are permanent re-
sidents, have stayed legally in the territory for at least five years, have a
genuine link to the Czech Republic and, in addition, satisfy one of the
prescribed conditions. These are, for example, situations when the ap-
plicant’s renunciation of the previous citizenship involves unreasonable
fees or other demands not acceptable in a democratic state, when nat-
uralisation is in the interest of the Czech Republic because of the ex- 256 ANDREA BARSˇOVA´ ANDREA BARSˇOVA´ pected significant contribution to the Czech society in science, societal
life, culture or sports or when the applicant is a former Czech (or Cze-
choslovak) national.35 There is also an exemption for applicants who
have resided legally in the Czech Republic for at least twenty years and
have held permanent resident status for five years or more. p
y
The relatively simple language test is waived for all Slovak nationals
and for any one else at the discretion of the authorities. The Ministry also screens all applicants in order to assess the secur-
ity risk that they pose to the state. Some authors consider passing the
security test an additional condition for naturalisation (Vala´sˇek &
Kucˇera 2006: 85). 8.2.3
Dual and multiple citizenship The Czech legislation is becoming generally more tolerant about dual
(and multiple) citizenship. This trend is clearly visible in spite of the CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE 257 fact that the official citizenship policy followed the principle of preven-
tion of dual citizenship until recently. In reality, there are numerous
dual and multiple nationals who acquired the status legally. These are
e.g. former Czech and Czechoslovak citizens who reacquired Czech ci-
tizenship by declaration under the restitution laws, people who became
dual Czech and Slovak nationals due to the break-up of Czechoslova-
kia, applicants for naturalisation for whom the Ministry of the Interior
waived the requirement for them to renounce their former citizenship
(including cases of achievement-based naturalisation), naturalised refu-
gees, and Czech spouses of foreign citizens. There are those who ac-
quired dual citizenship by descent and emigrants who acquired foreign
citizenship but never lost their Czech (or Czechoslovak) citizenship. p
(
)
p
Moreover, there are many cases in the grey zone. For instance, if the
Czech authorities are not informed of the acquisition of a foreign citi-
zenship by a Czech citizen or by the foreign state concerned, which is
often the case, they still treat the person as a Czech citizen (e.g. they
will grant him or her a passport). 8.2.4
International treaties The Czech Republic is party to certain bilateral and multilateral treaties
concerning citizenship. The current trend is toward accession to multi-
lateral treaties41 as most bilateral treaties were terminated, primarily
because they were not compatible with the provisions of the 1997 Eur-
opean Convention on Nationality as regards the preservation of dual ci-
tizenship for children whose parents have different citizenship. These
terminated bilateral agreements were with the former Soviet Union
and some of its successor states as well as the German Democratic Re-
public, Hungary, Poland, Bulgaria, and Mongolia. p
g
y
g
g
Politically, the most controversial of the bilateral agreements was the
1928 Naturalisation Treaty between the United States and Czechoslova-
kia, which precluded dual citizenship of emigrants.42 The Treaty was
valid until 20 August 1997. The application of the Treaty excluded
many former Czechoslovak citizens from restitution of their property
lost during the communist regime. 8.2.5
Procedure The Ministry of the Interior is responsible for citizenship issues. The
Ministry decides on naturalisations. It maintains a central register of
persons who have acquired or lost Czech citizenship. A decision by the
Ministry may be appealed. In this case, the Minister of the Interior de-
cides. The Minister receives the opinion of a special consultative com-
mission, but is not bound by it.43 Decisions on citizenship are open to 258 ANDREA BARSˇOVA´ ANDREA BARSˇOVA´ judicial review.44 Fees are relatively high – 10,000 Czech crowns (ap-
proximately 400 euros) for granted naturalisation. The acquisition of
citizenship by declaration is free of charge. 8.3
Current political debates The proposed rule would at least CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE 259 eliminate the need to apply for membership in the community
where the applicant was born and grew up. On the other hand, the Ministry states that the strict conditions for nat-
uralisation should be maintained or even be tightened. It proposes ex-
cluding from naturalisation applicants who are likely to become a pub-
lic burden. The Analysis also contemplates some changes in language
testing: the testing should be more professional.48 g
g
p
In July 2005, the government approved the Analysis.49 A year later,
in June 2006, the Ministry of the Interior circulated the first frame-
work draft of the new legislation. In addition to the changes mentioned
above, the Ministry proposes to amend the Constitution so as to allow
the withdrawal of citizenship in cases of false acquisition of citizenship
(e.g. fraudulent use of documents). Another controversial proposal of
the draft concerns an amendment to the Constitution introducing the
clause that there is ‘no legal right to be granted citizenship’. This pro-
posal can be regarded as the Ministry’s response to the criticism that it
was making extensive use of discretion in naturalisation cases (see be-
low). The parliamentary elections held in June 2006 and the subsequent
establishment of a right- wing centrist government slowed down the
legislative process, but they have so far not brought about a major reor-
ientation.50 On 17 March 2008, the government discussed the new
draft framework legislation submitted by the Minister of the Interior.51
The blueprint consisted of two pieces: the framework Constitutional
Act on Citizenship of the Czech Republic and the framework Law on
Citizenship of the Czech Republic.52 The primary aim of the proposed constitutional act is to implement
the two controversial changes discussed above. It also proposes to ex-
empt from judicial review a denial of naturalisation if it is justified on
the grounds of possible risks to the sovereignty, security or democratic
foundations of the state. Guided by the opinion of its Legislative Council, the government
eventually rejected the proposed constitutional legislation. 8.3
Current political debates The gradual solution to the problem of the break-up of Czechoslovakia,
which dominated the citizenship agenda in the first decade after 1993
created some space for fresh approaches to the fundamental issues of
citizenship legislation. The shift of perspective was also due to a new
phenomenon: increasing migration to the Czech Republic and evolving
integration policies (Barsˇova´ 2005; Barsˇova´ & Barsˇa 2005: 231-238). g
(
5
5
3
3 )
An impetus for an overall revision of the citizenship legislation came
from the government Council for Human Rights.45 Following an Ana-
lysis of Dual Citizenship Issues submitted to the government and the
adoption of major amendments to the 1993 Citizenship Act in 2003,
the government decided that the Ministry of the Interior should pre-
pare a comprehensive analysis of the citizenship legislation based on
broad public consultation and submit it to the government by 30 June
2005. The Ministry circulated a consultation paper in the autumn of
2004 and subsequently, in May 2005, a draft Analysis of the Legisla-
tion on the Acquisition and Loss of Citizenship.46 The Analysis discusses the fundamental principles of the new citi-
zenship law. It suggests the following crucial moves towards liberalisa-
tion: a) full toleration of dual (multiple) citizenship on both the entry
and exit sides and b) facilitated acquisition of citizenship by second-
and third-generation migrants. a. As regards the grounds for this profound reform, the Ministry re-
fers to both the prevailing trends toward liberalisation abroad and
practical aspects. There are countries which do not allow, in legisla-
tion or in practice, renunciation of one’s citizenship. This is a
source of undue administrative burden, according to the Ministry.47 b. The Ministry suggests that foreign nationals born in the territory of
the Czech Republic should have the right to acquire Czech citizen-
ship by declaration within two years after the age of majority if they
are permanent residents and have a clean criminal record. The
same should apply to those who have lived continuously in the
Czech Republic since early childhood. Even if this proposal is not a
very favourable solution in comparison with other options (such as
the application of ius soli at birth), it is still a positive change in the
national context. At present the Czech citizenship legislation does
not have any provisions specifically addressing the issue of second
and third generation immigrants. 8.3
Current political debates According to
the opinion of the Council, it is neither necessary nor advisable to
amend the constitution for the purposes of the intended reform.53 However, the government approved the framework citizenship law
and decided that the Minister of the Interior should submit a full ver-
sion of the bill for approval no later than 31 May 2009. The law should
enter into force as of 1 January 2010. The approved blueprint builds upon the analysis and suggests mer-
ging all legislation on citizenship into a single code. The transformation
provisions of the existing citizenship law relating to the break-up of
Czechoslovakia would be deleted. Broadly formulated provisions en- 260 ANDREA BARSˇOVA´ ANDREA BARSˇOVA´ abling former Czechoslovak and Czech citizens, as well as their descen-
dants, to acquire Czech citizenship by declaration, would replace the
existing specific restitution legislation. Excluded are, however, those
who lost Czechoslovak citizenship under the Benesˇ decrees and their
descendants. Acquisition of citizenship by declaration is also suggested
for second-generation migrants. The acquisition of citizenship by de-
claration is in both cases construed as a legal right with relatively sim-
ple qualifying conditions. This is in marked contrast with the proposed
naturalisation rules. Conditions for naturalisation are detailed and strict. They allow for a
thorough screening of applicants and include, inter alia, a test of writ-
ten Czech proficiency as well as knowledge and orientation tests, stric-
ter requirements regarding one’s criminal record, and compliance with
an extensive range of public law obligations, obligations in relation to
the municipality where the applicant lives, and even some civil law ob-
ligations. Because of the rigorous naturalisation requirements, activists from
various human rights organisations have criticised the proposal. Martin
Rozumek of OPU (Organisation for Aid to Refugees) argues: ‘The pro-
posal requires that foreigners fulfil a number of conditions which most
Czech citizens would find difficult to fulfil’.54 The blueprint includes an unrestricted acceptance of dual (multiple)
citizenship on both the entry and exit sides. However, there are indica-
tions that this liberal approach may change in the future, albeit only
with regard to foreigners applying for naturalisation. In fact, the gov-
ernment urged the Minister of the Interior to reconsider this particular
issue in further stages of legislative drafting.55 The liberalisation on the
exit side (that is in relation to Czech citizens who acquire foreign na-
tionality) remains unchallenged. CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE 261 Some Former Czechoslovak Citizens merely abolished the deadline for
making a declaration on the reacquisition of Czech citizenship. The
senate, without support of the government, pushed the bill through
parliament.58 p
The link between the restitution or the retention of citizenship and
the restitution of property also plays a key role in relation to the Benesˇ
decrees, which deprived people of German and Hungarian ethnic ori-
gin of their Czechoslovak citizenship. The interpretation of these de-
crees still plays a role in some restitution cases and remains highly
controversial.59 The prevailing public opinion on the restitution of Ger-
man property is negative. Therefore, it is not surprising that the gov-
ernment does not contemplate any change in the citizenship legislation
in this regard. The decrees thus remain a sensitive political issue not
only in Slovakia and Hungary, but also in the Czech Republic. Among the practical problems repeatedly brought to the attention of
the government by non-governmental organisations and other actors,
such as the Ombudsman, is the extensive discretion of the Ministry of
the Interior in decisions on naturalisation and the way it is exercised. In practice, the Ministry’s negative decisions do not often constitute
grounds for rejection of an application, but refer vaguely to administra-
tive discretion as such and to the fact that there is ‘no legal right to be
granted citizenship’. Until recently the courts conducting the judicial
reviews have sustained the practice.60 It was only a few legal scholars
who expressed doubts about whether ‘granting citizenship is, indeed,
an act of mercy, exercised by the state at its own good will’ or is rather
in the interest of society (Chlad 2004: 350; Molek & Sˇimı´cˇek 2005:
142-144). A cautious shift in the jurisprudence regarding the use of dis-
cretion in naturalisation procedures was brought about by the Supreme
Administrative Court (established in 2003).61 Most recently, the idea
that discretionary naturalisation should be completed or replaced by
granting a right to naturalisation once the specified conditions are met,
is gaining some ground within the administration and the justice sys-
tem. However, the Ministry of the Interior, a key player in the formula-
tion of citizenship policies, still rejects the idea strongly.62 8.3
Current political debates y)
g
As one of the conditions for property restitution introduced in the
early 1990s was the Czechoslovak (Czech) citizenship of the applicant,
legislators and the general public have consistently viewed citizenship
legislation and its changes in this context. Notwithstanding the criti-
cism of various international bodies, including the UN Human Rights
Committee,56 this restriction has been retained both by the legislature
and by the Constitutional Court.57 The need to protect legal certainty,
ownership rights, and the stability of the legal order were raised to de-
fend the status quo. As a result, the link between restitution of citizen-
ship and restitution of property often hampered the adoption of more
inclusive citizenship legislation. Lukewarm attitudes towards Czech emigrants among part of the lo-
cal population also influenced the discussion on the possible extension
of the legislation on reacquisition of Czech citizenship. Finally, the
2006 amendment to Act No. 193/1999 Coll. on the Citizenship of 8.4
Statistics63 If we exclude Slovak nationals, the numbers of persons naturalised an-
nually in the Czech Republic have been surprisingly stable in the last
decade, with a maximum of 2,000 persons and a minimum of 837 per
annum, as shown in Table 8.2. 262 Table 8.2
Naturalisations (excluding Slovak nationals) in the Czech Republic, 1993-2007
Year 1993 1994 1995
1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007
1,469 1,412 2,000 1,380 837
1,128 1,031 1,059 1,121 1,150 1,267 1,495 1,177 1,355 1,027
Source: Ministry of the Interior The number of Slovak nationals granted Czech citizenship based on
supplementary and corrective initial rules (see Table 8.1) is still signifi-
cant (Act No. 40/1993 Coll., Sections 18a, 18b and 18c). Table 8.3
Number of Slovak and other nationals acquiring Czech citizenship from 2001-2007
Year
2001
2002
2003
2004
2005
2006
2007
Total
6,321 4,532 3,410 5,020 2,626 2,346 1,877
Declaration based on Act No. 139/1999 Coll. 1,607 1,273
1,154
1,784
190
205
225
Act No. 40/1993 Coll. – total
4,714 3,259 2,256 3,236 2,436
2,141 1,652
Slovakia – Act No. 40/1993 Coll. – total
3,593 2,109
989 1741
1,259
786
625
Slovakia – declaration section 18a*
3,378 1,862
850
627
565
375
268
Slovakia – declaration section 18b**
–
–
55
364
123
63
49
Slovakia – declaration section 18c***
–
–
5
573
325
167
177
Slovakia – naturalisation section 7
215
247
79
177
246
181
131
Other naturalisations (section 7) –
Act No. 40/1993 Coll. 1,121 1,150
1,267 1,495 1,177
1,355 1,027
Source: Czech Statistical Office
* Former Czechoslovak nationals who had lived continuously in the territory of the Czech
Republic since the break-up of Czechoslovakia
** Former Czechoslovak nationals who were naturalised in Slovakia in the period from 1
January 1994 to 1 September 1999
*** Former Czechoslovak nationals born in Slovakia who were minors during the break-up
of Czechoslovakia, but with at least one parent a Czech republic-level citizen Table 8.3
Number of Slovak and other nationals acquiring Czech citizenship from 2001-2007
Year
2001
2002
2003
2004
2005
2006
2007 In 2007, the total number of persons naturalised was 1,158. This num-
ber included 424 Ukrainian nationals, 131 Slovak nationals, 102 Rus-
sian nationals, 50 Polish nationals, 40 Vietnamese nationals, 39 Belar-
usian nationals, 36 Romanian nationals, 33 Moldovan nationals, 31
Greek nationals and 28 Armenian nationals.64 In 2007, the total number of persons naturalised was 1,158. This num-
ber included 424 Ukrainian nationals, 131 Slovak nationals, 102 Rus-
sian nationals, 50 Polish nationals, 40 Vietnamese nationals, 39 Belar-
usian nationals, 36 Romanian nationals, 33 Moldovan nationals, 31
Greek nationals and 28 Armenian nationals.64 Table 8.4
Slovak nationals who acquired Czech citizenship by declaration (Section 18a of Act
No. ANDREA BARSˇOVA´ ANDREA BARSˇOVA´ CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE 263 Table 8.4 shows that at the end of 1990s there were still a number of
former Czechoslovak citizens living in the Czech Republic whose sta-
tus was not adequately regularised. The decreasing numbers indicate
that the problem is diminishing. Table 8.5
Former Czechoslovak nationals who (re-)acquired Czech citizenship by declaration
under Act No. 193/1999 Coll. Year
1999
2000
2001
2002
2003
2004*
2005
2006
2007
798
1,899
1,607
1,273
1,154
1,784
190
205
225
Source: Ministry of the Interior
* The deadline for making the declaration expired on 2 September 2004. The Act No. 46/2006 Coll. deleted the deadline and thus made the law operational again. It was pub-
lished and entered into force on 27 February 2006. Table 8.5
Former Czechoslovak nationals who (re-)acquired Czech citizenship by declaration
under Act No. 193/1999 Coll. Act No. 193/1999 Coll. concerns those who emigrated during the com-
munist regime. As they live all over the world, the process requires
time both for spreading the information on the right to reacquire the
Czech citizenship and for the actual exercising of that right. The num-
bers show that the deletion of the deadline for making the declaration
is warranted. Table 8.2
Naturalisations (excluding Slovak nationals) in the Czech Republic, 1993-2007
Year 1993 1994 1995
1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007
1,469 1,412 2,000 1,380 837
1,128 1,031 1,059 1,121 1,150 1,267 1,495 1,177 1,355 1,027
Source: Ministry of the Interior 40/1993 Coll.)
Year
1999
2000
2001
2002
2003
2004
2005
2006
2007
6,278
5,377
3,378
1,862
850
627
565
375
268
Source: Ministry of the Interior Table 8.4
Slovak nationals who acquired Czech citizenship by declaration (Section 18a of Act
No. 40/1993 Coll.) 8.5
Conclusions The consensual division of Czechoslovakia caused many problems re-
garding citizenship. The new legislation did not generate de iure state-
less persons, as was sometimes mistakenly contended by its critics. Rather, the consequence of the restrictive and inadequate citizenship
legislation was that some former Czechoslovak citizens ended up with
the citizenship of a successor state in which they did not live and to
which they were only formally attached.65 This revealed the need to
clarify international rules concerning cases of state succession.66 It also
raised a more puzzling question: Does the right to a citizenship imply
a right to choose one’s own citizenship? By the application of remedial provisions introduced in the period
1993-2003, most of the problems related to the break-up of Czechoslo-
vakia have been solved. Nonetheless, the original intention of the legis-
lators to avoid dual Czech and Slovak citizenship has not been fully
achieved. On the contrary, the precarious position of some groups of ci-
tizens shows that there are situations in which it is not justified to
deny a person the right to dual citizenship. Cases of dual Czech and
Slovak citizenship are numerous. Conditions are unfavourable as regards naturalisation except for for-
eign nationals with strong family links to Czech citizens (spouses, chil- 264 ANDREA BARSˇOVA´ dren). They involve long waiting periods to fulfil the eligibility criteria
as regards the residence requirement. Longer periods of absence are
not tolerated and only formal continuous legal status counts. There is
also a Czech language test (although kept at a reasonably easy level). As a rule, applicants have to relinquish their original citizenship and a
number of additional criteria are tested. There are no specific provi-
sions for automatic acquisition of the Czech citizenship by second- and
third-generation immigrants (not even at the age of majority) or facili-
tated naturalisation for this category. Decisions denying naturalisation
are open to judicial review but both in theory and practice administra-
tive discretion is applied very broadly in naturalisation cases. On the
other hand, the legal status of naturalised citizens is secure as a ban
on the deprivation of citizenship is guaranteed under the Constitution. At present, Czech citizenship legislation is at a crossroads. Issues re-
lated to the break-up of Czechoslovakia, which have dominated the po-
litical debates, are losing their topicality. New challenges are linked to
increasing immigration. 8.5
Conclusions In particular, the restrictive nature of current
as well as proposed naturalisation provisions, which reflects the surviv-
ing parochial character of Czech society, is in conflict with the declared
need for effective integration policies. The proposed comprehensive ci-
tizenship reform should address the issue more adequately. It is also
important that the considered liberal approach to former Czechoslovak
and Czech citizens and their descendants is not in practice narrowed
down to an ethnic preference. At a more general level, the proposed re-
form can be seen as a key element in the transformation of the Czech
self-image from an ethnic to a civic nation. Chronological list of citizenship-related legislation in Czechoslovakia/the Czech Republic
Date
Document
Content
Source
1920
Act of 29 February 1920,
No. 121 Coll. of Acts of the
Czechoslovak Republic,
introducing the
Constitutional Charter of
the Czechoslovak Republic
Provides for a single
Czechoslovak citizenship
and prohibits dual
citizenship
1920
Constitutional Act of
9 April 1920, No. 236,
Supplementing and
Amending Existing
Provisions on the
Acquisition and Loss of
Citizenship and on
Domicile in the
Czechoslovak Republic
Implements provisions of
the peace treaties
concerning the state
succession in relation to
citizenship; determines
who are Czechoslovak
citizens; provides for the
continuation of Austro-
Hungarian citizenship
legislation Chronological list of citizenship-related legislation in Czechoslovakia/the Czech Republic
Date
Document
Content
Source
1920
Act of 29 February 1920,
No. 121 Coll. of Acts of the
Czechoslovak Republic,
introducing the
Constitutional Charter of
the Czechoslovak Republic
Provides for a single
Czechoslovak citizenship
and prohibits dual
citizenship
1920
Constitutional Act of
9 April 1920, No. 236,
Supplementing and
Amending Existing
Provisions on the
Acquisition and Loss of
Citizenship and on
Domicile in the
Czechoslovak Republic
Implements provisions of
the peace treaties
concerning the state
succession in relation to
citizenship; determines
who are Czechoslovak
citizens; provides for the
continuation of Austro-
Hungarian citizenship
legislation Chronological list of citizenship-related legislation in Czechoslovakia/the Czech Republic
Date
Document
Content
Source CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE 265 Date
Document
Content
Source
1945
President’s Constitutional
Decree No. 33/1945 Coll. Concerning Czechoslovak
Citizenship of Persons of
German and Hungarian
Ethnicity
Deprives most ethnic
Germans and Hungarians
of the Czechoslovak
citizenship
http://sudetengermans. freeyellow.com
1946
Constitutional Act No. 74/
1946 Coll. Concerning the
Naturalisation of
Compatriots Returning to
the Homeland
Facilitates naturalisation of
returnees who were ethnic
Czechs, Slovaks or
members of other Slavonic
nations
1949
Act No. 194/1949 Coll. on
the Acquisition and Loss of
Czechoslovak Citizenship,
amended by the Act No. 72/1958 Coll. Modifying the
Regulations on the
Acquisition and Loss of
Czechoslovak Citizenship
New citizenship code
adopted after the
communist coup d’e´tat in
February 1948
1968
Constitutional Act No. 143/
1968 Coll. on the
Czechoslovak Federation
Transforms centralised
Czechoslovakia into a
federation of two entities:
the Czech Republic and the
Slovak Republic
1968
Federal Act No. 165/1968
Coll. on the Principles of
Acquisition and Loss of
Citizenship
Provides a framework for
the introduction of
republic-level (Czech and
Slovak) citizenship
1969
Act No. 39/1969 Coll. of
Czech National Council on
Acquisition and Loss of
Citizenship of the Czech
Socialist Republic
Introduces republic-level
Czech citizenship
1990
Act No. 88/1990 Coll. Amending and
Supplementing Legislation
on Acquisition and Loss of
Czechoslovak Citizenship
Provides for the
reacquisition of
Czechoslovak Citizenship
by emigrants who have lost
it during the period of the
communist rule; deletes
the provisions on
withdrawal of citizenship
1993
Constitution of the Czech
Republic
Contains the provision that
‘no one shall be deprived
of his or her citizenship
against his or her will’
www.psp.cz
(in Czech and English)
1993
Act No. 40/1993 Coll. on
Acquisition and Loss of
Citizenship of the Czech
New citizenship code
which enters into force in
the Czech Republic after
www.legislationline.org Czechoslovak Citizenship
1968
Constitutional Act No. 143/
1968 Coll. on the
Czechoslovak Federation
Transforms centralised
Czechoslovakia into a
federation of two entities:
the Czech Republic and the
Slovak Republic
1968
Federal Act No. 165/1968
Coll. on the Principles of
Acquisition and Loss of
Citizenship
Provides a framework for
the introduction of
republic-level (Czech and
Slovak) citizenship
1969
Act No. 39/1969 Coll. of
Czech National Council on
Acquisition and Loss of
Citizenship of the Czech
Socialist Republic
Introduces republic-level
Czech citizenship
1990
Act No. 88/1990 Coll. 2003
Act No. 357/2003 Coll.,
Amendment to the Act No.
40/1993 Coll. 1999
Act No. 194/1999 Coll.,
Amendment of the Act No.
40/1993 Coll. 1999
Act No. 193/1999 Coll. on
the Citizenship of Some of
the Former Czechoslovak
Citizens 1996
Act No. 139/1996 Coll.,
Amendment of the Act No.
40/1993 Coll. 1995
Act No. 140/1995 Coll.,
Amendment of the Act No.
40/1993 Coll. www.legislationline.org www.legislationline.org www.legislationline.org Notes 1
The author and editors would like to thank Tibor Papp from the Institute of
Informatics and Statistics in Bratislava for providing the most recent information on
the draft bill in section 8.3 and the data for 2006 and 2007 in section 8.4. 1
The author and editors would like to thank Tibor Papp from the Institute of
Informatics and Statistics in Bratislava for providing the most recent information on
the draft bill in section 8.3 and the data for 2006 and 2007 in section 8.4. 2
See the leading handbooks on Czech citizenship law Cˇ erny´ & Vala´sˇek 1996 and
Vala´sˇek & Kucˇera 2006. 3
Domicile (domovske´ pra´vo, Heimatrecht) refers to membership in a municipal commu-
nity. In the Czech lands (Bohemia and Moravia) as parts of the Austro-Hungarian
Empire, domicile was regulated by Act No. 105/1863 Coll. [Collection] of Acts of the
Empire, as amended by Act No. 222/1896 Coll. 4
E.g. Treaty of Versailles (1919), Treaty of Saint-Germain-en-Laye (1919) and Treaty of
Trianon (1920). 5
Constitutional Act of 9 April 1920, No. 236, Supplementing and Amending Existing
Provisions on the Acquisition and Loss of Citizenship and on Domicile in the
Czechoslovak Republic and Act of 29 February 1920, No. 121 Coll. of Acts of the
Czechoslovak Republic, introducing the Constitutional Charter of the Czechoslovak
Republic. The basic principles of the Czechoslovak citizenship were thus regulated
by constitutional laws and treaty provisions. The system, however, failed to achieve
the declared aim of protecting minorities and preventing statelessness. 5
Constitutional Act of 9 April 1920, No. 236, Supplementing and Amending Existing
Provisions on the Acquisition and Loss of Citizenship and on Domicile in the
Czechoslovak Republic and Act of 29 February 1920, No. 121 Coll. of Acts of the
Czechoslovak Republic, introducing the Constitutional Charter of the Czechoslovak
Republic. The basic principles of the Czechoslovak citizenship were thus regulated
by constitutional laws and treaty provisions. The system, however, failed to achieve
the declared aim of protecting minorities and preventing statelessness. 6
In Slovakia, provisions of former Hungarian laws remained in force. See also Kusa´
in this volume. 7
In October 1938, Czechoslovakia lost parts of its territory inhabited mainly by a
German population. In March 1939, after the secession of Slovakia, the rest of the
Czech lands were turned into the Protectorate Bohemia and Moravia. CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE Amending and
Supplementing Legislation
on Acquisition and Loss of
Czechoslovak Citizenship
Provides for the
reacquisition of
Czechoslovak Citizenship
by emigrants who have lost
it during the period of the
communist rule; deletes
the provisions on
withdrawal of citizenship
1993
Constitution of the Czech
Republic
Contains the provision that
‘no one shall be deprived
of his or her citizenship
against his or her will’
www.psp.cz
(in Czech and English)
1993
Act No. 40/1993 Coll. on
Acquisition and Loss of
Citizenship of the Czech
Republic
New citizenship code
which enters into force in
the Czech Republic after
the dissolution of
Czechoslovakia
www.legislationline.org
1993
Act No. 272/1993 Coll.,
Introduces changes to the
www.legislationline.org 266 ANDREA BARSˇOVA´ Date
Document Date
Document
Content
Source
Amendment of the Act No. 40/1993 Coll. right to opt for Czech
citizenship with regard to
certain Czechs born in the
territory of Slovakia before
31 December 1939
1995
Act No. 140/1995 Coll.,
Amendment of the Act No. 40/1993 Coll. Facilitates the
naturalisation of those who
immigrated to the Czech
Republic upon invitation
by the government;
concerns in particular the
members of the Czech
minority from the
Chernobyl area
www.legislationline.org
1996
Act No. 139/1996 Coll.,
Amendment of the Act No. 40/1993 Coll. Introduces discretionary
waiver of the clean criminal
record requirement in
naturalisation procedures
with regard to Slovak
citizens who were former
Czechoslovak citizens and
have been living in the
Czech Republic since the
break-up of Czechoslovakia
www.legislationline.org
1999
Act No. 193/1999 Coll. on
the Citizenship of Some of
the Former Czechoslovak
Citizens
Provides for the
reacquisition of Czech
citizenship by emigrants
who have lost it in the
period of communist rule
and were not able to make
use of Act No. 88/1990
Coll. www.legislationline.org
1999
Act No. 194/1999 Coll.,
Amendment of the Act No. 40/1993 Coll. Introduces significant
remedial changes in
relation to the situation of
former Czechoslovak
citizens living in the Czech
Republic since the break-
up of Czechoslovakia
www.legislationline.org
2003
Act No. 357/2003 Coll.,
Amendment to the Act No. 40/1993 Coll. Introduces further
remedial provisions with
regard to former
Czechoslovak nationals
and certain liberal
changes, in particular with
regard to dual nationality CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE 267 Date
Document
Content
Source
2006 Act No. 46/2006 Coll.,
Amendment to Act No. 193/1999 Coll. on the
Citizenship of Some of the
Former Czechoslovak
Citizens
Removes the deadline for
making declarations on
reacquisition of Czech
citizenship by some of the
former Czechoslovak
citizens (emigrants) Notes The provision offers
stronger protection against deprivation of citizenship than art. 15(2) of the Universal
Declaration of Human Rights, which only bans arbitrary deprivation of citizenship. 14
Constitutional Act No. 23/1991 Coll. introducing the Charter of Fundamental Rights
and Freedoms. The Act amended art. 5 of Constitutional Act No. 143/1968 Coll. on
the Czechoslovak Federation. The Act came into force on 8 February 1991. Later, it
was transformed into art. 12(2) of the Czech Constitution. The provision offers
stronger protection against deprivation of citizenship than art. 15(2) of the Universal
Declaration of Human Rights, which only bans arbitrary deprivation of citizenship. 14
Constitutional Act No. 23/1991 Coll. introducing the Charter of Fundamental Rights
and Freedoms. The Act amended art. 5 of Constitutional Act No. 143/1968 Coll. on
the Czechoslovak Federation. The Act came into force on 8 February 1991. Later, it
was transformed into art. 12(2) of the Czech Constitution. The provision offers
stronger protection against deprivation of citizenship than art. 15(2) of the Universal
Declaration of Human Rights, which only bans arbitrary deprivation of citizenship. 15
Act No. 88/1990 Coll. provided for the reacquisition of Czechoslovak citizenship by
former Czechoslovak citizens who had lost Czechoslovak citizenship in the period
between 1 October 1949 and 31 December 1989. The reacquisition took effect in
certain cases through a simple declaration. However, two issues are important. First,
the law did not go back to before 1948 to cover former Czechoslovak citizens who
were deprived of Czechoslovak citizenship by the post-war Presidential Decrees
(Germans and Hungarians). Second, the law provided a relatively short period to
exercise the right to request the reacquisition of citizenship. It expired on 31
December 1993. 16 See Kusa´ in this volume. 16 See Kusa´ in this volume. 17
The Constitutional Act No. 542/1992 Coll. on the Dissolution of Czechoslovakia on
31 December 1992 was adopted by the Federal Assembly on 25 November 1992. 18
Since the establishment of Czechoslovakia in 1918, there has been much intra-state
migration. For instance, in the period 1918-1938 many Czechs went to Slovakia as
part of a new Czechoslovak administration. After 1945, there was continuous
economic emigration from Slovakia to Bohemia and Moravia. One important
element of the post-war internal movements of inhabitants was (both spontaneous
and state-organised) resettlement of Slovak Roma in industrial towns and cities of
Moravia and Bohemia. Notes The complex
legal consequences in terms of citizenship are described by Verner (1947, Appendix
II: 227-270). 7
In October 1938, Czechoslovakia lost parts of its territory inhabited mainly by a
German population. In March 1939, after the secession of Slovakia, the rest of the
Czech lands were turned into the Protectorate Bohemia and Moravia. The complex
legal consequences in terms of citizenship are described by Verner (1947, Appendix
II: 227-270). 8
The Presidential Decree exempted from withdrawal of citizenship those citizens of
German and Hungarian ethnicity who had joined the fight for liberation or were
persecuted by the Nazis. The legislation also established a possibility to apply for the
restitution of Czechoslovak citizenship within six months after the entry of the
Decree into force. Most of the Czechoslovak citizens concerned had actually acquired
German or Hungarian citizenship in the period 1938-1945. 8
The Presidential Decree exempted from withdrawal of citizenship those citizens of
German and Hungarian ethnicity who had joined the fight for liberation or were
persecuted by the Nazis. The legislation also established a possibility to apply for the
restitution of Czechoslovak citizenship within six months after the entry of the
Decree into force. Most of the Czechoslovak citizens concerned had actually acquired
German or Hungarian citizenship in the period 1938-1945. 9
See also Kusa´ in this volume. 11
The corresponding law regulating the same issue in the Slovak Republic was the Act
of the Slovak National Council No. 206/1968 Coll. 12
In this paper, the term republic-level citizenship is used to denote membership in the
constitutive entities of the federal state. The term (state) citizenship is used exclusively
to indicate membership of a sovereign state. In Czech language and legal terminol-
ogy, the term state citizenship (sta´tnı´ obcˇanstvı´) is used for both legal statuses. 268 ANDREA BARSˇOVA´ 13
The republic-level citizenship was not recorded in any official documents, such as
birth certificates, ID cards or passports. On the other hand, the ID and other
documents recorded the ethnic origin (na´rodnost), (e.g. Czech, Slovak, Hungarian),
which was based, in principle, on one’s own declaration. 14
Constitutional Act No. 23/1991 Coll. introducing the Charter of Fundamental Rights
and Freedoms. The Act amended art. 5 of Constitutional Act No. 143/1968 Coll. on
the Czechoslovak Federation. The Act came into force on 8 February 1991. Later, it
was transformed into art. 12(2) of the Czech Constitution. Notes 19 The drafting and the adoption of the law took place in exceptional circumstances. The whole process was finished within two months. 20 The possibility of dual (Czech and Slovak) citizenship was the most divisive issue
between the ruling political elites – Slovak nationalists and Czech pragmatists. It was
favoured by the former and denied by the latter. Since an agreement on state
succession regarding citizenship had not been reached, two separate citizenship laws
regulated the citizenship of the successor states. 21
For the concept of the initial determination (Erstabgrenzung), see the work by Krom-
bach (1967). 21
For the concept of the initial determination (Erstabgrenzung), see the work by Krom-
bach (1967). 22 The same criterion, i.e. republic-level citizenship, was used in some countries of
former Yugoslavia (Slovenia, Croatia), while the countries of the post-Soviet Eurasia
applied a permanent residency criterion instead. 22 The same criterion, i.e. republic-level citizenship, was used in some countries of
former Yugoslavia (Slovenia, Croatia), while the countries of the post-Soviet Eurasia
applied a permanent residency criterion instead. pp
p
y
23
The right to opt for Czech citizenship was restricted by the requirement that the
person had not been convicted in the last five years for an intentional criminal
offence. 23
The right to opt for Czech citizenship was restricted by the requirement that the
person had not been convicted in the last five years for an intentional criminal
offence. 24 Most Roma migrated to Czech lands from Slovakia after 1945. Consequently, many
Czech Roma became Slovak citizens by the application of the general rules of initial
determination. 24 Most Roma migrated to Czech lands from Slovakia after 1945. Consequently, many
Czech Roma became Slovak citizens by the application of the general rules of initial
determination. 25
The first significant change was introduced by Act No. 139/1996 Coll., which
allowed for exceptions in naturalisation procedures from the clean criminal record
requirement for former Czechoslovak citizens who had resided in the territory of the
Czech Republic since the break-up of Czechoslovakia. See Linde 2006 for a 25
The first significant change was introduced by Act No. 139/1996 Coll., which
allowed for exceptions in naturalisation procedures from the clean criminal record
requirement for former Czechoslovak citizens who had resided in the territory of the
Czech Republic since the break-up of Czechoslovakia. See Linde 2006 for a 25
The first significant change was introduced by Act No. CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE 326/1999 Coll., as amended (Aliens Act). The amendment of the Aliens Act,
Act No. 161/2006, which entered into force on 27 April 2006, cut the waiting period
for permanent resident status to five years (in order to implement EU Directive
2003/109/EC Concerning the Status of Third-country Nationals who are Long-term
Residents). 34 Act No. 326/1999 Coll., as amended (Aliens Act). The amendment of the Aliens Act,
Act No. 161/2006, which entered into force on 27 April 2006, cut the waiting period
for permanent resident status to five years (in order to implement EU Directive
2003/109/EC Concerning the Status of Third-country Nationals who are Long-term
Residents). 35
This does not apply to Slovak citizens. 35
This does not apply to Slovak citizens. 36 In order to avoid statelessness, there is no provision allowing for the renunciation of
Czech citizenship if the person concerned is not a citizen of another state. 36 In order to avoid statelessness, there is no provision allowing for the renunciation of
Czech citizenship if the person concerned is not a citizen of another state. 37
We assume that the intention of the drafters of the law was to reduce the cases of
Czech citizens living abroad transferring Czech citizenship over several generations. 37
We assume that the intention of the drafters of the law was to reduce the cases of
Czech citizens living abroad transferring Czech citizenship over several generations. 38 It had particularly precarious consequences for Czech women who married citizens
of some Islamic countries. The status of non-citizens put them at a disadvantage
with regard to inheritance rights, for example whereas the potential loss of Czech
citizenship in the case of naturalisation would deprive them of diplomatic protection. Another category adversely affected are citizens who applied for a foreign citizenship
before the law entered into force but were granted a foreign citizenship after 1
January 1993. 38 It had particularly precarious consequences for Czech women who married citizens
of some Islamic countries. The status of non-citizens put them at a disadvantage
with regard to inheritance rights, for example whereas the potential loss of Czech
citizenship in the case of naturalisation would deprive them of diplomatic protection. Another category adversely affected are citizens who applied for a foreign citizenship
before the law entered into force but were granted a foreign citizenship after 1
January 1993. CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE 269 comprehensive explanation of the causes that have led to the state’s changes in
attitude. comprehensive explanation of the causes that have led to the state’s changes in
attitude. 26 File No. IV US 34/97. 27 The ruling was confirmed by a subsequent ruling on 14 November 2000 (File No. I. US 337/99). The Court argued that exercising the right of option does not mean that
a person acquired foreign, i.e. Slovak citizenship at his or her own request, which
would lead to automatic loss of Czech citizenship. In practical terms, this ruling con-
cerned mostly ethnic Czechs living in Slovakia. 27 The ruling was confirmed by a subsequent ruling on 14 November 2000 (File No. I. US 337/99). The Court argued that exercising the right of option does not mean that
a person acquired foreign, i.e. Slovak citizenship at his or her own request, which
would lead to automatic loss of Czech citizenship. In practical terms, this ruling con-
cerned mostly ethnic Czechs living in Slovakia. 28 See also below Table 8.4. 29 See below Table 8.3, sections 18b, 18c. 29 See below Table 8.3, sections 18b, 18c. 30 The situation of children born to a stateless parent without permanent residence is
not regulated adequately. 30 The situation of children born to a stateless parent without permanent residence is
not regulated adequately. 31
I do not distinguish between eligibility and conditions for naturalisation. In Czech citi-
zenship legislation, the conditions for naturalisation fall into two categories: a) condi-
tions sine qua non, which cannot be waived, and b) conditions, which can be waived
at the discretion of the authorities. 32
The applicant has not been convicted for an intentional crime in the last five years. 32
The applicant has not been convicted for an intentional crime in the last five years 33
The applicant has to submit a certificate of the loss of his or her previous citizenship
or a certificate that by the acquisition of Czech citizenship he or she will lose his or
her previous citizenship. 34 Act No. 326/1999 Coll., as amended (Aliens Act). The amendment of the Aliens Act,
Act No. 161/2006, which entered into force on 27 April 2006, cut the waiting period
for permanent resident status to five years (in order to implement EU Directive
2003/109/EC Concerning the Status of Third-country Nationals who are Long-term
Residents). 34 Act No. Notes 139/1996 Coll., which
allowed for exceptions in naturalisation procedures from the clean criminal record
requirement for former Czechoslovak citizens who had resided in the territory of the
Czech Republic since the break-up of Czechoslovakia. See Linde 2006 for a CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE T.), date of entry into 270 ANDREA BARSˇOVA´ force: 19 March 2002; 1954 UN Convention Relating to the Status of Stateless
Persons (No. 108/2004 Coll. of I. T), date of entry into force: 17 October 2004. force: 19 March 2002; 1954 UN Convention Relating to the Status of Stateless
Persons (No. 108/2004 Coll. of I. T), date of entry into force: 17 October 2004. force: 19 March 2002; 1954 UN Convention Relating to the Status of Stateless
Persons (No. 108/2004 Coll. of I. T), date of entry into force: 17 October 2004. (
)
y
7
42 Published as Act No. 169/1929 Coll. The treaty established a rule that in the case of
naturalisation, the citizenship of the state of origin is automatically lost. (
)
y
7
42 Published as Act No. 169/1929 Coll. The treaty established a rule that in the case of
naturalisation, the citizenship of the state of origin is automatically lost. 43 In 2007, the Ministry issued 577 negative decisions regarding naturalisation. 319
unsuccessful applicants appealed. In 92 cases the Minister of the Interior overturned
the negative decision (Ministry of the Interior 2008: 155). 43 In 2007, the Ministry issued 577 negative decisions regarding naturalisation. 319
unsuccessful applicants appealed. In 92 cases the Minister of the Interior overturned
the negative decision (Ministry of the Interior 2008: 155). 44 Act No. 150/2002 Coll. on Judicial Reviews of Administrative Acts. For judicial
review in naturalisation cases see section 8.3 of this chapter. 44 Act No. 150/2002 Coll. on Judicial Reviews of Administrative Acts. For judicial
review in naturalisation cases see section 8.3 of this chapter. 45 The Council for Human Rights is an advisory body to the government. See
Resolution of the Government of the Czech Republic No. 493/2002 Related to the
Communication by the Council for Human Rights on the Citizenship of the Czech
Republic. The communication concerned certain urgent issues, such as the
incompatibility of the remaining bilateral agreements with the requirements of the
European Convention on Nationality. It also brought to the attention of the
government certain problems of interpretation and practice in the field of citizenship
law. 46 Ministry of the Interior, Document No. VS – 473/50/2-2004. 46 Ministry of the Interior, Document No. VS – 473/50/2-2004. 47 The fundamental incentives for the switch towards toleration of multiple citizenship
thus seem to be those described by Hagedorn (2003). CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE Obviously, citizens and
immigrants campaign for dual citizenship for different reasons. Dual citizenship
corresponds to the needs of both expatriates and immigrants and offers them a
greater scope for individual choice. 47 The fundamental incentives for the switch towards toleration of multiple citizenship
thus seem to be those described by Hagedorn (2003). Obviously, citizens and
immigrants campaign for dual citizenship for different reasons. Dual citizenship
corresponds to the needs of both expatriates and immigrants and offers them a
greater scope for individual choice. 48 At present, the state authorities processing applications for naturalisation carry out
the testing. This does not guarantee uniform standards of testing. 48 At present, the state authorities processing applications for naturalisation carry out
the testing. This does not guarantee uniform standards of testing. 48 At present, the state authorities processing applications for naturalisation carry out
the testing. This does not guarantee uniform standards of testing. 49 Ministry of the Interior, Analy´za u´pravy naby´va´nı´ a pozby´va´nı´ sta´tnı´ho obcˇanstvı´. [Ana-
lysis of the regulation on acquisition and loss of state citizenship] Adopted on 13 July
2005 by Government Resolution No. 881. 50 The governing coalition consists of the liberal-conservative Civic Democratic Party,
Christian Democrats and the Greens. In its programme declaration, the new
government stated that it would ‘consider the possibility of simplifying the
acquisition of dual nationality’. See the Programme Declaration of the government,
available at www.vlada.cz. 51
Under the government’s legislative rules, a framework law (veˇcny´ za´meˇr za´kona) nor-
mally precedes the full legislative draft if a law regulates new and complex issues. These blueprints represent a step in legislative drafting at government level. As such,
they are not subject to consultation with, or decision by, the parliament. Consulta-
tions on the draft legislation within the administration and with other stakeholders
took place from July to November 2007. y
7
52
Ministry of the Interior, Na´vrh veˇcne´ho za´meˇru u´stavnı´ho za´kona o sta´tnı´m obcˇanstvı´
Cˇ eske´ republiky a na´vrh veˇcne´ho za´meˇru za´kona o sta´tnı´m obcˇanstvı´ Cˇ eske´ republiky, VS-
1283/50/2-2007 [The proposal of the framework for the Constitutional Act on Citi-
zenship of the Czech Republic and the framework for the Act on Citizenship of the
Czech Republic]. The government took its decision by Resolution of 17 March 2008,
No. 254. 53
See Stanovisko Legislativnı´ rady vla´dy ze dne 7. u´nora 2008 [Opinion of the
Legislative Council adopted on 7 February 2008]. CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE 39 In the Court’s opinion, there is a distinction between deprivation of citizenship, pro-
hibited by the Constitution, and loss of citizenship. Those who apply for a foreign citi-
zenship should be aware of the legal consequences attached to the act, which are pro-
vided for by law. Thus, the loss of citizenship based on the acquisition of foreign citi-
zenship does not constitute deprivation of citizenship against one’s will. See Ruling
published under No. 6/1996 Coll. Concerning the Proposal to delete Section 17 of
Act No. 40/1993 Coll. on the Acquisition and Loss of Citizenship of the Czech Re-
public. 39 In the Court’s opinion, there is a distinction between deprivation of citizenship, pro-
hibited by the Constitution, and loss of citizenship. Those who apply for a foreign citi-
zenship should be aware of the legal consequences attached to the act, which are pro-
vided for by law. Thus, the loss of citizenship based on the acquisition of foreign citi-
zenship does not constitute deprivation of citizenship against one’s will. See Ruling
published under No. 6/1996 Coll. Concerning the Proposal to delete Section 17 of
Act No. 40/1993 Coll. on the Acquisition and Loss of Citizenship of the Czech Re-
public. 39 In the Court’s opinion, there is a distinction between deprivation of citizenship, pro-
hibited by the Constitution, and loss of citizenship. Those who apply for a foreign citi-
zenship should be aware of the legal consequences attached to the act, which are pro-
vided for by law. Thus, the loss of citizenship based on the acquisition of foreign citi-
zenship does not constitute deprivation of citizenship against one’s will. See Ruling
published under No. 6/1996 Coll. Concerning the Proposal to delete Section 17 of
Act No. 40/1993 Coll. on the Acquisition and Loss of Citizenship of the Czech Re-
public. 40 This provision existed previously, but the wording was not clear and, in practice, it
was incorrectly applied only to rare cases of automatic acquisition of citizenship
through marriage. 41
The Czech Republic is party to the following multilateral treaties: 1997 European
Convention on Nationality (No. 76/2004 Collection of International Treaties,
henceforth Coll. of I. T.), date of entry into force: 1 July 2004; 1961 UN Convention
on the Reduction of Statelessness (No. 43/2002 Coll. of I. CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE 271 55
Government Resolution of 17 March 2008, No. 254, point II. 56 The Human Rights Committee expressed in its views in several cases, e.g. No. 516/
1992 (Simunek et al.), 586/1994 (Joseph Adam), 857/1999 (Blazek et al.) and 747/
1997 (Dr. Karel Des Fours Walderode), that ‘a requirement in the law for citizenship
as a necessary condition for restitution of property previously confiscated by the
authorities makes an arbitrary, and, consequently a discriminatory distinction
between individuals who are equally victims of prior state confiscations, and
constitutes a violation of article 26 of the Covenant [on Civil and Political Rights]’. 57
See Judgement of the Constitutional Court published under No. 185/1997 Coll. The
European Court of Human Rights declared cases that concerned the restitution of
property inadmissible. See European Court of Human Rights, Grand Chamber
decisions of 10 July 2002 as to the admissibility of application No. 38645/97,
Polacek v. the Czech Republic and application No. 39794/98, Gratzinger v. the
Czech Republic. 58 The Chamber of Deputies passed the bill on 23 November 2005. One hundred and
two deputies voted for the bill and 49 against. The Act No. 46/2006 Coll. was
published and entered into force on 27 February 2006. 59 Some of the judicial cases concern the citizenship of deceased persons, as the right
to restitution by heirs depends on this issue. In certain cases, the Ministry of the
Interior completed legal proceedings that had started in the late 1940s, using the
then valid citizenship legislation. (See e.g. Decision of the Supreme Administrative
Court of 27 November 2003, ref. no. 6 A 90/2002-82 (www.nssoud.cz) and
the
Judgment
of
the
Constitutional
Court
of
29
June
2005,
1U´ S
98/04
(www.concourt.cz). (
)
60 See Molek & Sˇimı´cˇek 2005. 60 See Molek & Sˇimı´cˇek 2005. 61 Resolution by the Supreme Administrative Court of 23 March 2005, ref. no. 6A 25/
2002-42 and Decision by the Supreme Administrative Court of 4 May 2006, ref. no. 2As 31/2005-78. (www.nssoud.cz). In the former case the Court decided that negative
decisions on naturalisation can be reviewed by administrative courts. CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE 54 See Martin Rozumek, ‘Prˇipomı´nky Organizace pro pomoc uprchlı´ku˚ m k na´vrhu
veˇcne´ho za´meˇru nove´ho za´kona o naby´va´nı´ a pozby´va´nı´ sta´tnı´ho obcˇanstvı´ Cˇ eske´
republiky [Comments of the Organisation for Aid to Refugees concerning the
framework proposal of the new Czech Citizenship Law]’, 15 August 2007,
www.migraceonline.cz. Bibliography Barsˇa, P. (2005), ‘National Identities and Migration Policies’, Tr@nsit online. www.iwm.at. Barsˇova´, A. (2003a), ‘Dvojı´ obcˇanstvı´: lidske´ pra´vo v post-naciona´lnı´m sveˇteˇ?’, Socia´lnı´ stu-
dia 9: 51–64. Barsˇova´, A. (2003b), ‘Sta´tnı´ obcˇanstvı´’, in Pra´vnı´ komparativnı´ studie programu migrace, 37- Barsˇova´, A. (2003b), ‘Sta´tnı´ obcˇanstvı´’, in Pra´vnı´ komparativnı´ studie programu migrace, 37-
44. Prague: Poradna pro obcˇanstvı´ & OSF. 44. Prague: Poradna pro obcˇanstvı´ & OSF. Barsˇova´, A. (2004), Vı´cecˇetne´ sta´tnı´ obcˇanstvı´: teoreticke´ a prakticke´ pohledy. di k i
i Barsˇova´, A. (2004), Vı´cecˇetne´ sta´tnı´ obcˇanstvı´: teoreticke´ a prakticke´ pohledy. www.diskriminace.cz. Barsˇova´, A. (2005), ‘Foreigners Integration Policies in the Czech Republic’, in Social an
Cultural Diversity in Central and Eastern Europe, 30-31. Prague: MKC. www.mkc.cz. Barsˇova´, A. & P. Barsˇa (2005), Prˇisteˇhovalectvı´ a libera´lnı´ sta´t. Imigracˇnı´ a integracˇnı´ politiky
v USA, za´padnı´ Evropeˇ a Cˇ esku. Brno: Masarykova univerzita, MPU. Baubo¨ck, R. (1994), Transnational Citizenship. Membership and Rights in International Mi-
gration. Aldershot: Edward Elgar. Boucˇkova´, P. & M. Vala´sˇek (1999), ‘Slovensˇtı´ obcˇane´ v Cˇeske´ republice a trvaly´ pobyt’,
Spra´vnı´ pra´vo 2: 93-111. ˇ
ˇ Cˇ erny´, J. & M. Vala´sˇek (1996), Cˇ eske´ sta´tnı´ obcˇanstvı´. Prague: Linde. ˇ
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ˇ Cˇ erny´, J. & V. Cˇervenka (1963), Sta´tnı´ obcˇanstvı´ Cˇ SSR. Prague: Orbis. Chan, J. M. M. (1991), ‘The Right to a Nationality as a Human Right’, Human Rights Law
Journal 12: 1-14. Chlad, L. (2004), ‘Sta´tnı´ obcˇanstvı´ v kontextu Evropske´ integrace’, Pra´vnı´k 143 (4): 333-
382. Faist, T. (2004), ‘Dual Citizenship as Overlapping Membership’, in D. Joly (ed.), Interna-
tional Migration in the New Millennium, 210-231. Aldershot: Ashgate. g
3
g
Grawert, R. (1973), Staat und Staatsangeho¨rigkeit. Verfassungsrechtliche Untersuchungen zur
Entstehung des Staatsangeho¨rigkeitsrechts Berlin: Duncker & Humboldt Grawert, R. (1973), Staat und Staatsangeho¨rigkeit. Verfassungsrechtliche Untersu
Entstehung des Staatsangeho¨rigkeitsrechts. Berlin: Duncker & Humboldt. Hagedorn, H. (2003), ‘Administrative Systems and Dual Nationality. The Information
Gap’, in D. A. Martin & K. Hailbronner (eds.), Rights and Duties of Dual Nationals. Evolution and Prospects, 183-200. The Hague: Kluwer Law International. Hansen, R. & P. Weil (eds.) (2002), Dual Nationality, Social Rights and Federal Citizenship
in the U.S. and Europe. The Reinvention of Citizenship. New York: Berghahn Books. Kaspersen, L. B. (1997), War, State, Sovereignty and Citizenship. PhD Thesis. Department
of Political Science, Aarhus University. Kristen, V. (1989), ‘Vznik Cˇeskoslovenske´ republiky a rakousˇtı´ krajane´’, in Cˇ esˇi v cizineˇ 4:
77-87. Krombach, D. (1967), Erstabgrenzungen im Staatsangeho¨rigkeitsrecht im 19. Jahrhundert
und am Anfang des 20. CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE (The Ministry
of the Interior as well as some courts were of the opinion that naturalisation cases,
unlike other citizenship cases, can not be reviewed by courts because of the non
existence of the legal entitlement to citizenship.) In the latter case the Court
confirmed its opinion on the possibility of administrative review of naturalisation
cases and rejected the whole theory of unlimited administrative discretion in these
procedures. 62 In the discussion on the draft citizenship legislation in 2007-2008, the Ministry of
Justice, the Supreme Administrative Court and the Minister of Human Rights and
Minorities supported this idea. 63 As part of a new, more active approach to the issues of immigration and integration,
the Czech Statistical Office started to gather and analyse data on naturalisation in a
systematic manner. These statistics however only cover the period since 2001. They
can be found at www.czso.cz. 64 See Czech Statistical Office, www.czso.cz. 64 See Czech Statistical Office, www.czso.cz. 64 See Czech Statistical Office, www.czso.cz. 65 In many cases, Slovak citizens living in the Czech Republic had even difficulties to
acquire permanent resident status (Boucˇkova´ & Vala´sˇek 1999). In some of these
cases, the situation developed into de facto statelessness. 66 The variety of solutions adopted in the numerous cases of state succession made it
difficult to prove the presence of a concrete and detailed customary law on state
succession and citizenship. It was only the 1997 European Convention on Nation-
ality that introduced certain generally applicable rules on citizenship in cases of state
succession. 272 ANDREA BARSˇOVA´ Bibliography Jahrhunderts. Inaugural Dissertation. Rechts- und Staatswis-
senschafliche Fakulta¨t der Rheinischen Friedrich-Wilhelms-Universita¨t Bonn. Linde, R. (2006), ‘Statelessness and Roma Communities in the Czech Republic: Compet-
ing Theories of State Compliance’, International Journal on Minority and Group Rights
13: 341-365. Martin, D. A. & K. Hailbronner (2003), Rights and Duties of Dual Nationals. Evolution and
Prospects. The Hague: Kluwer Law International. g
Ministry of the Interior (2008), Zpra´va o situaci v oblasti migrace na u´zemı´ Cˇ eske´ republiky
v roce 2007. www.mvcr.cz. ˇ Molek, P. & V. Sˇimı´cˇek (2005), ‘Udeˇlova´nı´ sta´tnı´ho obcˇanstvı´ – na cesteˇ od milosti sta´tu
k soudneˇ prˇezkoumatelne´mu spra´vnı´mu uva´zˇenı´’, Pra´vnı´k 144 (2): 137-156. Schmied, E. (1974), Das Staatsangeho¨rigkeitsrecht der Tschechoslowakei. 2nd edn. Frankfurt/
Main: Alfted Metzner Verlag. Vaculı´k, J. (2002), Cˇ esˇi v cizineˇ – emigrace a na´vrat do vlasti. Brno: Masarykova univerzita. CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE CZECH CITIZENSHIP LEGISLATION BETWEEN PAST AND FUTURE 273 Vala´sˇek, M. & V. Kucˇera (2006), Sta´tnı´ obcˇanstvı´. Komenta´rˇ. Prague: Linde. Verner, V. (1947), Sta´tnı´ obcˇanstvı´ a domovske´ pra´vo republiky Cˇ eskoslovenske´. Prague: Va´clav
Tomsa. Verner, V. (1947), Sta´tnı´ obcˇanstvı´ a domovske´ pra´vo republiky Cˇ eskoslovenske´. Prague: Va´clav
Tomsa. Weis, P. (1979), Nationality and Statelessness in International Law. Alphen aan den Rijn,
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der Bundesrepublik Deutschland. Tu¨bingen: Attempto Verlag. 9
The Slovak question and the Slovak answer:
Citizenship during the quest for national self-
determination and after1 Dagmar Kusa´ Citizenship is both a status and a praxis. As a status, it is defined by a
collection of laws and regulations. In Slovakia, these have been shaped
by both principles of ius soli and ius sanguinis, the latter gaining im-
portance especially after the First and the Second World War. The
praxis involves the civic and political participation by citizens as well as
the policies of governments concerning the implementation of the law
in relation to its citizens as well as to non-citizens. The latter depend
strongly on the political situation of the times. The first two turbulent
decades of the Czechoslovak Republic were marked by attempts to eth-
nically homogenise the ‘Czechoslovak’ nation, targeting primarily the
German and Hungarian minorities (but also Roma and others) as un-
wanted elements, culminating in three years of ‘homelessness’ after
the end of the Second World War. Only the communist government re-
stored their civil and political rights. Yet it was unable to do away with
the national sentiments of the Slovaks, striving to achieve national self-
determination within or without Czechoslovakia. The Federation of
1968 (and the Warsaw Pact tanks that preceded it) quieted the national-
ist voices until 1989, when they echoed through the public squares
with all the more vigour. The dissolution of Czechoslovakia, which fol-
lowed in 1993, made for a messy transition period in citizenship policy
with the need to address both issues related to the end of the commu-
nist regime and its victims, as well as to the status of Czech nationals
in Slovakia. The last decade has also brought new challenges connected to the in-
tegration of Slovakia into the European Union and marked by general
globalisation processes. Slovakia is figuring out its relationship towards
an influx of newcomers from parts of the world with which it had no
cultural contact in the past. International institutions shape these poli-
cies to a large degree, although the careful observation of Hungary’s –
its closest neighbour and historic adversary – citizenship policies
seems to have just as much impact on shaping the public debate and
legal provisions taken in Slovakia. While we will be focusing in this
chapter primarily on citizenship as a status, the political praxis of gov- 276 DAGMAR KUSA´ ernments does need some attention to complete our understanding of
what shaped citizenship policies at different times. THE SLOVAK QUESTION AND THE SLOVAK ANSWER THE SLOVAK QUESTION AND THE SLOVAK ANSWER 277 13. Is the language used on a daily basis identical with the mother ton-
gue? Absolutely not. Czech employees […] use in their German employ-
ment the German language instead of their mother tongue. German is
their language of everyday use.’ (Zeman 1994: 37). In a similar manner
Czech, Slovak and Ruthenian leaders appealed to their respective con-
stituencies to enter their mother tongue. Data were collected by census
officials, often with the aid of the army and police and accompanied by
threats, blackmail or violence. The census remained important, especially in border disputes after
1918. The northern part of the Czech Teschen-Silesia region as well as
the southern part of the Slovak borderlands with Hungary were heavily
disputed after the war and nationality was used as a tool for demarca-
tion policies. Polish representatives based their arguments on census
data from before 1918, which showed a clear majority of ethnic Poles
in those territories. As the populations here were ethnically mixed and
their mother tongue was often Polish or Hungarian, the question in
the 1921 census carried out by the Czechoslovak Government was
promptly changed to ask directly about nationality. A Silesian national-
ity was created (besides Polish and Czechoslovak). Respondents in this
category were then automatically counted among Czechoslovak na-
tionals. This resulted in a complete change of the population propor-
tions. While the percentage of Poles fell to 25 per cent (from 139,000
to 69,000), the percentage of Czechoslovaks grew from 40 per cent to
65 per cent (from 123,000 to 177,000) (Paul 1998: 163). The fate of Teschen-Silesia was decided at the Paris Peace Confer-
ence. Polish representatives succeeded in their demand for a plebiscite. If this had been carried out, Czechoslovakia might have lost some of
these economically strong territories. However, the international com-
mission overseeing the plebiscite could not agree on the conditions,
the Red Army was already invading Poland, and legal norms in Cze-
choslovakia were confusing due to the existing state of legal dualism
where Czech lands inherited the legal system from Austria, and Slova-
kia that of Hungary. A plebiscite was to be carried out not only in Sile-
sia, but also in the northern Slovak areas of Spisˇ and Orava, which
would result in implementing two plebiscites regulated by differing
sets of laws. 9.1.1
Citizenship policies since the first Czechoslovak Republic Czechoslovak citizenship was created with the first Czechoslovak Re-
public on 28 October 1918. The collective identity to which it referred
was cumbersome, to say the least, and was a result of the historical
path of the Czech and Slovak nation-building processes as well as of
the peculiar nature of the new state that had resulted from the dissolu-
tion of the Austro-Hungarian Empire and from the peace treaties fol-
lowing the First World War. The Wilsonian principle of self-determina-
tion influenced the understanding of the concept of citizenship and
contributed to the growing role of ethnicity in its legal definition. Con-
cepts of citizenship and ethnic nationality are often difficult to set apart
neatly. They influence each other, and both depend heavily on political
interpretations. The Czechoslovak Republic consisted of a multitude
of ethnic groups and the leadership struggled with asserting the
dominant position of the Czech and Slovak nations in their newly
established Republic. National minorities, especially the three million
Germans and close to a million Hungarians, formed 44 per cent of the
total population. The Czechoslovak Government thus enforced an offi-
cial Czechoslovak nationality2 (instead of separate Czech and Slovak
nationalities). The sovereign nation needed to be propped up by some ‘objective’
quantifiable measures of dominance. Population censuses helped to
provide these measures and also allowed citizens to be distinguished
from foreigners.3 The power of numbers as represented in the census
was becoming apparent to national leaders prior to the foundation of
Czechoslovakia. With the growing turbulence over what was then
called the ‘nationality question’ within the Habsburg Empire the cen-
sus was becoming more and more powerful as an expression of ‘real’
power, as a ticket to future control over territory and as one of the de-
terminants of state formation and boundaries. In 1900, for example,
the German newspaper in Bohemia appealed to its readers: ‘Dear fel-
low citizens! Please pay close attention to column 13 (Umgangssprache)
in the census form. The future of our nation depends on this minor
entry. 1. What is the language used on a daily basis? It is the language
most commonly used by an individual. Daily use means the communi-
cation in the family, among people that live together, in their employ-
ment, with an employer. Wherever this communication happens in the
German language, no other language should be entered into column THE SLOVAK QUESTION AND THE SLOVAK ANSWER The northern boundary was therefore finally decided upon
the recommendation of the Allied Powers. Poland was compensated
for much of Silesia with 25 settlements in Orava and Spisˇ (Klimko
1980; Peroutka 1991). Legal dualism was caused by differing practices in granting citizen-
ship and domicile before 1918 following the Austro-Hungarian Com-
promise of 1867. While in Austria domicile, i.e. a legal title of resi-
dence in a municipality (Heimatrecht), was closely registered, it was not
in the Hungarian part of the empire that included Slovakia.4 Even 278 DAGMAR KUSA´ DAGMAR KUSA´ though domicile was granted to all those born and residing in a muni-
cipality, the gentry had a right to deny some people domicile even if
they were born or had resided in the locality for a long time. Jurova´
(2002) maintains this was the fate of many Roma who moved from vil-
lage to village. This was due to arts. 8-15 of the municipal law (XXVII/
1886) that tied the acquiring of domicile of those who move and/or
marry to fulfilling certain duties towards the municipality, thus giving
the authorities opportunities for convenient interpretation. Further-
more, Act No. 222/1896 amended some provisions of the 1863 munici-
pal law that specified conditions under which a Roma could be granted
domicile. The Roma and Hungarians were groups that succeeding Czechoslo-
vak governments sought to minimise statistically after 1918. The cen-
sus of 1921 shows a remarkable number of ‘foreigners’ without Cze-
choslovak citizenship that still have domicile on Slovak territory. The
extent to which these groups were affected by citizenship policies has
unfortunately not been extensively researched and quantitative data in
this area are missing (Jurova´ 2002). Czechoslovakia’s citizenship regulations were further disturbed by
the events of the Second World War. Slovakia experienced its first (de-
batably) independent statehood as a Nazi puppet state, while the Czech
lands were occupied under the Third Reich’s Protectorate. The end of
the Second World War and the restoration of Czechoslovakia led to the
adoption of ad hoc laws that introduced the criterion of ethnicity into
citizenship legislation. The new legislation was linked to the post-war
massive emigration and population exchange. Under the President’s
Constitutional Decree No. 33/1945 Coll. THE SLOVAK QUESTION AND THE SLOVAK ANSWER (Collection), Czechoslovak citi-
zens of German and Hungarian ethnic origins were deprived of Cze-
choslovak citizenship.5 This also meant their exclusion from official in-
stitutions (Order 99/1945 of the Slovak National Council), as well as
from reimbursement for war damages, and implied other practical con-
sequences.6 Further decrees also disbanded German and Hungarian
associations and organisations. g
The transfers of ethnic Germans were agreed to by the Allied Powers
at the Potsdam Conference in 1945. They did, however, not approve of
applying the same policy based on a principle of collective guilt to
Hungarians. The alternative solution found by the Benesˇ Government
was a ‘voluntary exchange of populations’ between Czechoslovakia and
Hungary. This plan resulted in the removal of 89,660 ethnic Hungar-
ians, who were moved into Hungary, in return for receiving 73,273 eth-
nic Slovaks (Vadkerty 2002: 32). Oral history projects document that
the nature of the exchange was in many cases coercive. Another wave
of transfers, labelled by the Czech historian Karel Kaplan as an ‘inter-
nal colonisation’ (Kaplan, 1993: 9), was based on the Presidential De- THE SLOVAK QUESTION AND THE SLOVAK ANSWER 279 cree No. 88/1945 on universal labour service. Ethnic Hungarians were
recruited for ‘voluntary agricultural work’7 into the then vacant Sude-
tenland. Age limits imposed by the Decree were also frequently ig-
nored and property left behind was confiscated (in direct violation of
the Decree) (Kusa´ 2005). These policies were accompanied by a pro-
gramme of re-Slovakisation, passed by the Slovak National Council in
June 1946. This policy gave ethnic Hungarians an opportunity to ‘re-
claim’ Slovak citizenship (based on the premise of previous coercive
Magyarisation of Slovaks) within the time span of one year. Some
320,000 Hungarians were granted Slovak citizenship on this basis. However, as the census of 1960 shows, many returned to claiming
Hungarian ethnicity in the census as soon as the political situation tol-
erated it.8 This era has been dubbed as the ‘homeless years’ by Hungarian
authors. Citizenship was eventually restored to the Germans and Hun-
garians remaining in Czechoslovakia in 1948 by the newly established
communist government; most Hungarians who had been transferred
to Sudetenland have returned. Many, however, never recovered lost
properties. THE SLOVAK QUESTION AND THE SLOVAK ANSWER The Benesˇ Decrees and their legal and practical conse-
quences remain a painful open wound in Czech and Slovak political
memory to this day and have been repeatedly debated, especially in
connection with possible compensation for those affected and their
descendants. Representatives of German and Hungarian communities
sometimes called for an annulment of the Benesˇ Decrees, but due to
the complexity of the political situation of interwar and post-Second
World War years and a lack of political will in the Czech and Slovak Re-
publics, it is unlikely that such a measure will be adopted. Some conci-
liatory steps were taken by the Czech and Slovak governments in the
past decade on the level of bilateral declarations (the Czech-German
Declaration of 1997) or public speeches (e.g. Hrusˇovsky´ 2003). 9.1.2
Regulation of Czechoslovak citizenship in 1949-1968 and the ‘Slovak
Question’ 9.1.2
Regulation of Czechoslovak citizenship in 1949-1968 and the ‘Slovak
Question’ The rise of communist monopoly rule meant, ironically enough, the
end of ‘homelessness’ for the Hungarians and Germans in Czechoslo-
vakia. Citizenship laws were, however, misused for other political pur-
poses, as one of the tools to keep the lid on the population, as a sort of
preventive blackmail of those who might think of publicly voicing their
disapproval of the communist regime. The legal process of acquisition and loss of Czechoslovak citizenship
in the period following the February putsch of 1948 was governed by
the Act on the Acquisition and Loss of Czechoslovak Citizenship No. 194/1949, as amended by the Act No. 72/1958 Modifying the Regula- 280 DAGMAR KUSA´ tions on the Acquisition and Loss of Czechoslovak Citizenship.9 Cze-
choslovak citizenship could be acquired in four ways: 1) by birth: Cze-
choslovak citizenship was transferred to the child by his or her parent
citizens regardless of whether the child was born in the territory of the
Czechoslovak Republic or abroad. If the child was born in the territory
of the Czechoslovak Republic, it was sufficient if one of the parents
was a Czechoslovak citizen;10 2) by marriage: A foreigner could acquire
Czechoslovak citizenship on demand upon marrying a Czechoslovak
citizen. This acquisition needed to be investigated and approved by a
district National Committee within six months; 3) by grant: A foreigner
could be granted Czechoslovak citizenship upon request after meeting
two principal conditions: residing in the Czechoslovak territory for five
consecutive years and abandoning his or her previous citizenship. THE SLOVAK QUESTION AND THE SLOVAK ANSWER THE SLOVAK QUESTION AND THE SLOVAK ANSWER 281 Slovaks. Dissent in Slovakia was therefore more muted compared to
the Czech region. The Soviets poured investment into the Slovak in-
dustry in the post-1968 era further contributing thereby to different
perceptions of the ‘normalisation’ period between the two nations. What was an era of darkness for most Czechs, was seen by many
Slovaks as a repressed society, but with real industrialisation and fed-
eration at least on paper. While this reality itself may not have had an
immediate impact on citizenship laws and practice, it certainly reverb-
erated on the political scene after 1989, when the cultural divide be-
tween Czechs and Slovaks escalated into the ‘Velvet Divorce’. 9.1.2
Regulation of Czechoslovak citizenship in 1949-1968 and the ‘Slovak
Question’ There was no legal entitlement to be granted citizenship; 4) by reacqui-
sition: This applied to the acquisition of citizenship by the ‘homeless’
persons of German and Hungarian nationality ex lege after taking a citi-
zenship oath without the need to apply or to fulfil other conditions.11 The loss of Czechoslovak citizenship was possible by 1) renunciation
upon request,12 2) revocation by the state due to hostile acts against the
Republic, illegal emigration, or not returning to the homeland for the
period of five years or upon request of the Ministry of the Interior, 3)
marrying and acquiring citizenship in another country (with a possibi-
lity to request retention of Czechoslovak citizenship), 4) a court deci-
sion as a penalty for ‘high treason, espionage, desertion of the Repub-
lic, military subversive activities, war treason, assassination of a state
official’,13 5) naturalisation in the United States of America, and 6) as a
consequence of agreements on dual citizenship.14 During this period of time, and especially during the de´tente period
of the 1960s, when literature and arts were flourishing after the de-
nunciation of the Stalinist doctrine, Slovak leaders and intellectuals
voiced their desire for self-determination of the Slovak nation in a fed-
erative arrangement. They did not wish to be Czechoslovak citizens,
but Slovak citizens of Czechoslovakia. While the Czech elite focused on
market liberalisation and democratisation of the regime, Slovaks called
for ‘first federalisation, then democratisation’ – a slogan that reap-
peared repeatedly in public squares after 1989 in a much more malevo-
lent form. This issue divided Czech and Slovak intellectuals during the
entire duration of the communist regime, as the Czech cultural leaders
failed to see the urgency of this issue for the Slovaks. The Soviet leader-
ship, however, duly noted Slovak aspirations for federation. Thus when
the tanks rolled into Prague and Bratislava on the 21 August 1968 it
brought with it different realities for the two nations. While the oppres-
sion following the Warsaw Pact invasion was equally suffocating in
both parts of the country, it also brought the desired federation for the 9.1.3
Regulation of Czechoslovak citizenship in 1969-1992: Czechoslovak
Socialist Federative Republic Until 1968, when the Czechoslovak Federation was established, Cze-
choslovakia was a unitary state with a single Czechoslovak citizenship. The establishment of a federation also resulted in the creation of Czech
and Slovak citizenships. Constitutional Law No. 143/1968 Coll. on the
Czechoslovak Federation, which came into force on 1 January 1969, is
based on the principle of individual preference when determining the
citizenship of the two constituent republics.15 The original text contains a provision according to which every citi-
zen of one of the republics is also a citizen of Czechoslovakia (art. 5). Citizenship was regulated by the Constitutional Act of the National
Council of the Czechoslovak Socialist Republic No. 165/1968 Coll. on
the Principles of Acquisition and Loss of Czech and Slovak Citizenship,
followed by the Act No. 206/1968 Coll. of the Slovak National Council
on Acquisition and Loss of Citizenship of the Slovak Socialist Republic. q
p
p
Normally citizenship at the level of the two republics was deter-
mined by the place of birth or by the citizenship of the parents, if that
could be identified. Czech or Slovak citizens could, however, choose a
different citizenship until 31 December 1969. The Act precluded dual
citizenship, one had to choose one or the other. The Slovak National
Council passed Act No. 206/1968 Coll. to apply these rules in domes-
tic legislation. g
Between 1969 and 1992 it was possible to acquire Slovak and Czech
citizenship by birth,16 by choice (within one year after the establish-
ment of the federation), by marriage, or by grant (after five consecutive
years of residence for foreigners and two years for Czech citizens with
permanent residence in Slovakia). Loss of citizenship in the ‘normalisation’ era was similar to previous
regulations. It could be renounced, lost due to acquiring Czech citizen-
ship, or one could still be deprived of it on the basis of art. 7 of Act No. 282 DAGMAR KUSA´ 194/1949 Coll., naturalisation in the US, or according to agreements
on dual citizenship. After the fall of communism, both Czech and Slovak national elites
struggled to assert the position of their nations within Europe. National
identity had to be reconstructed and to a large extent even re-invented. Both elites turned to their past to seek linkages and justification for
steps towards self-determination. Czechs and Slovaks, however, sought
friendship with very different animals from their past. 9.1.3
Regulation of Czechoslovak citizenship in 1969-1992: Czechoslovak
Socialist Federative Republic Even before the dissolution, the citizenship laws had been growing in THE SLOVAK QUESTION AND THE SLOVAK ANSWER 283 significance, and many Czechs and Slovaks were using their right to
choose their republic-level citizenship. In Slovakia, the nationalist craze played out directly in many legal
provisions that concerned anybody ‘other’ than ethnic Slovaks.19 Such
was the case with the ‘Sign Law’ (a law regulating public inscriptions
such as topographical names of towns, villages, streets and store signs),
the Act on the Official State Language, which was passed without any
provisions for the use of languages of the national minorities (which
were adopted only in 1997), the ‘Territorial Arrangement’ that redrew
district boundaries to lessen the percentage of ethnic Hungarians in
areas where they were concentrated, and other legislation. This policy
has also affected the practice of allowing access to those seeking asy-
lum, with possible hopes for eventually acquiring citizenship in the
Slovak Republic. While the legislation regulating the asylum proce-
dures was not markedly different from other countries, the political en-
vironment was palpably hostile. During the war in Bosnia and Herze-
govina, Slovakia, just as many other countries, received an influx of re-
fugees. The Migration Office of the Ministry of the Interior was at that
time particularly untoward in granting anyone the status of a refugee. Many, if not most, displaced persons had to contend with a protective
status of the United Nations High Commissioner for Refugees office
in Slovakia, and most were turned back after a few months, not always
into safe conditions. After the accession of the Slovak Republic to the European Union in
2004 and its becoming a part of the Schengen territory in 2007, a
number of EU regulations were transposed into Slovak Law. With the
amendment of the Asylum Law in 2007 the Slovak Republic imple-
mented the EU provision on minimal standards for the granting and
loss of the refugee status and also implemented the Dublin Treaty,
which sets criteria for determining which EU Member State is respon-
sible for processing a particular asylum application. The Slovak Repub-
lic, unlike its neighbours, still lacks a coherent immigration and inte-
gration strategy, although a plan for establishing Immigration and Nat-
uralisation Services is underway. In 2007, the Slovak Government amended the Act on Citizenship,
gearing up towards accession to the Schengen Treaty. 9.1.3
Regulation of Czechoslovak citizenship in 1969-1992: Czechoslovak
Socialist Federative Republic Czechs built on
Masaryk’s democratic ideals from the first interwar republic, while Slo-
vaks viewed this era suspiciously with a memory of Czech ‘Pragocentr-
ism’17 and of the refusal of the Czechoslovak Government to grant Slo-
vakia the right to self-determination or autonomy in a federation. In-
stead, Slovaks referred to the legacy of the Slovak puppet state created
by the Nazis.18 The discrepancy in perceptions of the post-1968 era
added to the rift between the two nations. This ‘failure to find a decent
past’ together, as Igor Lukes (1995) coined it, contributed to the choice
of separate paths for the future by the political elites, whose sentiments
were, however, not reciprocated by the majorities of populations on
either side of the new border. In the confused atmosphere of rampant nationalism that had anti-
Czech, anti-Hungarian, anti-Semitic, and even anti-Western traits in
the years prior to the Velvet Divorce, Slovak representatives raised
many issues that seemed to be frivolously escalating the conflict into
what became popularly known as the ‘hyphen war’, i.e. the war about
the spelling of ‘Czechoslovakia’. Slovak delegates claimed that the term
Czechoslovakia was discriminatory to the Slovaks, who are commonly
mistaken for Czechs abroad. Claims were backed by invoking the
myths of one thousand years of suffering by the Slovaks under the
Hungarian yoke, only to be replaced by the Czech yoke in 1918. The
Federative Assembly finally settled on ‘Czech and Slovak Federative Re-
public’ as the name for the post-communist state. The Slovak Prime Minister Vladimı´r Mecˇiar conducted a policy of
blackmail, threatening the Czech leadership with the possibility of se-
cession over each major political issue. The Czech Prime Minister
Klaus eventually called his bluff and startled Mecˇiar by accepting the
proposal for separation. The divorce was decided at the top political le-
vel without being ratified by popular participation, but also without
strong protests by the Czech and Slovak public. Over half of the re-
spondents in public opinion surveys voiced their desire to remain in
the common state and/or to have an opportunity to decide its fate in a
referendum (Nemcova´ 1992). It was instead decided by political elites. On 1 January 1993, the two nations started a new period in their his-
tory and had to determine their identities and related policies anew. 9.1.3
Regulation of Czechoslovak citizenship in 1969-1992: Czechoslovak
Socialist Federative Republic According to the
Minister of Interior, Robert Kalinˇa´k, the new act is a response to ‘the
growing danger of organised crime and international terrorism’.20 The
new version of the citizenship act significantly tightens the naturalisa-
tion requirements. According to this law, a foreigner may acquire Slo-
vak citizenship after eight years of permanent residence in the Slovak
Republic (as opposed to the previous five). The law also stipulates that foreigners applying for Slovak citizen-
ship must pass a test where they must demonstrate a thorough knowl- 284 DAGMAR KUSA´ DAGMAR KUSA´ edge of the Slovak language, the basic historical and geographical facts
regarding the Slovak Republic and Slovak culture. Applicants are inter-
viewed about their person and family, and must further demonstrate
‘basic general knowledge’, and pass a written test where they are asked
to summarise a random newspaper article. These new requirements,
which demand that applicants ‘prove cultural acclimatisation,’ are per-
haps more a reflection of the nature of the government that came to
power in 2006 (a coalition consisting of the populist SMER, or the
People’s Party – Movement for Democratic Slovakia, led by the notor-
ious former prime minister Vladimı´r Mecˇiar, and the nationalist Slovak
National Party) than of any purported requirements relating to acces-
sion to the Schengen Treaty. 9.2
Current regulations of acquisition and loss of Slovak
citizenship In the first years of the Slovak Republic, Slovak citizenship was either
determined by law or could be individually chosen. Those who were ci-
tizens of the Slovak Republic before 31 December 1992 automatically
became citizens of independent Slovakia, as stipulated in Act No. 40/
1993 Coll. on Citizenship of the Slovak Republic. Czech citizens could
apply for Slovak citizenship until 31 December 1993 by way of a written
request to the District Office in the territory of the Slovak Republic or
to the Diplomatic Mission or Consular Office of the Slovak Republic
abroad. This option was open to all citizens of the former Czech and
Slovak Federative Republic. Those applying for Slovak citizenship had
to provide proof that they were Czechoslovak citizens as of 31 Decem-
ber 1992 and state their place of birth and permanent residence (art. 7). THE SLOVAK QUESTION AND THE SLOVAK ANSWER THE SLOVAK QUESTION AND THE SLOVAK ANSWER 285 nis.21 If citizenship cannot be established, a child is considered to be a
citizen of the Slovak Republic if he or she was born or was found in
the territory of the Slovak Republic and his or her parents are not
known. If one of a child’s parents is a citizen of another country and
the other is a citizen of the Slovak Republic, then the child is a citizen
of the Slovak Republic even if it is later established that the child’s par-
ent who is a citizen of the Slovak Republic is not the child’s natural
parent. A child can also acquire citizenship when he or she is adopted
by a Slovak citizen. In the case of a disagreement between the parents,
Slovak citizenship can be determined by a court judgement on the ba-
sis of one parent’s or a legal guardian’s request. Citizenship in the Slovak Republic can also be granted upon request
to a foreigner. This requires consecutive permanent residence and phy-
sical stay in the Slovak territory for at least eight years immediately
prior to submitting an application for citizenship. Slovak law also re-
quires sufficient basic proficiency in the Slovak language. Applicants
must also have a clean criminal record, which means that they must
not have been prosecuted for an intentional crime during those five
years before the application, must not be under an administrative ex-
pulsion order from the country of residence or subject to extradition
proceedings.22 Facilitating factors in the application procedure are if an applicant is
stateless or voluntarily renounces his or her previous citizenship. Furthermore, citizenship can be granted upon request to those who
have entered into marriage with a Slovak citizen (after living in the Slo-
vak Republic for a period of five consecutive years), or those who have
made special contributions to the Slovak Republic through their
achievements in the field of economy, science, culture or technology. y
gy
There are also special provisions for the restoration of citizenship to
those who lost it according to previous legislation. THE SLOVAK QUESTION AND THE SLOVAK ANSWER A person whose for-
mer Czechoslovak citizenship has expired or who has lost the Czecho-
slovak citizenship due to a long absence or on the basis of citizenship
law during the communist regime, may be granted citizenship of the
Slovak Republic even if the abovementioned condition of five years
consecutive permanent residence has not been met. Former Slovak citi-
zens returning to live in Slovakia have to have permanent residence in
the Slovak Republic for three years prior to filing an application for citi-
zenship.23 9.2.1
Acquisition of citizenship Slovak citizenship can currently be acquired by birth, by adoption, or
by grant. The laws regulating citizenship are comparatively generous
towards individuals with Czech or Slovak roots, allowing for a plural ci-
tizenship and extending considerable citizenship rights to the Slovak
expatriates living abroad. Acquisition of citizenship by birth is firmly based on ius sanguinis
except in those cases where a child would otherwise become stateless. In current legislation a child acquires Slovak citizenship only if at least
one of the parents is a citizen of the Slovak Republic or if the child
was born in the territory of the Slovak Republic to parents who are sta-
teless or whose citizenship is not transmitted to the child iure sangui- 9.2.2
Loss of citizenship Slovak citizenship can be lost, only upon the holder’s own request, by
releasing the person from the state bond. Only those can be released 286 DAGMAR KUSA´ DAGMAR KUSA´ who already possess another citizenship, or who will acquire another
citizenship as soon as they are released from Slovak citizenship. A Slovak citizen cannot be released if he or she is being prosecuted,
is currently serving a sentence or is due to serve a sentence or has out-
standing taxes or other debts to pay to the state. The District Office,
Diplomatic Mission or a Consular Office of the Slovak Republic makes
the final decision on the loss of citizenship. Citizenship is lost on the
day of receipt of the document stating his or her release from the state
bond of the Slovak Republic. 9.2.4
International treaties Slovakia is party to many international multilateral and bilateral
treaties that impact on domestic citizenship regulations. International
treaties take precedence over domestic law – if they differ from the pro-
visions in the Act No. 40/1993 Coll. on Citizenship of the Slovak Re-
public, the legal regulations of international law outweigh domestic
law (art. 17). (
7)
As in the case of the Czech Republic, the treaty with the United
States that precluded naturalised American citizens of Czech and Slo-
vak origin from holding dual citizenship (the 1928 Naturalisation
Treaty) expired in 1997. This allowed many former citizens and their
descendants to restore their Slovak citizenship and to file claims for
restitution of property with the Slovak state. Among the other important bilateral treaties was the Agreement on
Slovak-Hungarian Neighbourly Relations from 1995, which had impli-
cations for the practical implementation of certain cultural and educa-
tional rights of ethnic Hungarians in Slovakia. Many international pro-
visions – including this one – were passed only because of extensive
pressure from European institutions dangling the carrot of EU acces-
sion in front of the Slovak leadership. The Slovak-Hungarian Treaty
was passed at the peak of the Mecˇiar Government era, to the bewilder-
ment of his followers and perhaps of himself, after Slovakia had re-
ceived demarches from the OSCE High Commissioner on National
Minorities and other international institutions regarding its practices
concerning national minorities and foreigners. The international com-
munity thus played a key role in shaping domestic policies in this tran-
sition period keeping the ugly dragon of nationalism and xenophobia
on a somewhat shorter leash. THE SLOVAK QUESTION AND THE SLOVAK ANSWER THE SLOVAK QUESTION AND THE SLOVAK ANSWER 287 vak Constitution, laws and other legal rules and will duly fulfil all du-
ties of a Slovak citizen.’24 If the applicant doesn’t pick up the Certificate of Acquisition within
six months of receiving a written notification the Ministry will stop the
procedure. If the Ministry rejects the application then the applicant can
apply again after a minimum waiting period of one year. 9.2.3
Procedure Slovak citizenship acquired by naturalisation is awarded by the Minis-
try of the Interior of the Slovak Republic based on a written applica-
tion. This application has to be filed in person at a District Office,
Diplomatic Mission or Consular Office of the Slovak Republic. It must
include personal data about the applicant and must be accompanied by
a dossier of documents including a brief curriculum vitae, an identifi-
cation card, a birth certificate, a personal status certificate, and a certifi-
cate of residence in the Slovak Republic. Former Czechoslovak citizens
that qualify for restoration of citizenship have to provide a document
stating the release from the state bond of the Czechoslovak Republic,
the Czechoslovak Socialist Republic or the Slovak Socialist Republic
(whichever applies). Former Slovak citizens applying for citizenship
after two years of residence in Slovakia can submit a Slovak Status ID
as a form of identification. The Ministry of the Interior can ask for
other documents if required to render a decision. The application is accompanied by a questionnaire on the basis of
which the authorities evaluate the applicant’s Slovak language skills. Verification has to be done in a way that takes the applicant’s circum-
stances into account. The District Office has the right to request a
statement from the police and will then forward the complete applica-
tion with all documents and statements to the Ministry of the Interior
for a final decision. When making its decision, the Ministry of the In-
terior has to take into account the public interest as well as statements
of state institutions and of the police. It has nine months from receipt
of an application to issue a decision. If statements of state institutions
and of the police are required, the processing period is prolonged to
one year. Slovak citizenship is acquired by obtaining a Certificate of Acquisi-
tion of Slovak Citizenship at the District Office, Diplomatic Mission or
Consular Office of the Slovak Republic and after taking the obligatory
oath. The citizenship oath reads: ‘I promise on my honour and con-
science that I will be loyal to the Slovak Republic, I will respect the Slo- 9.2.5
Dual and multiple citizenship Slovak legislation tolerates dual citizenship. Regulations of dual and
multiple citizenship on a European level are, however, developing
slowly and with obstacles. The regime changes and successive creation
of new states after 1989 created a need to come up with common regu-
lations regarding citizenship policies that resulted in the European 288 DAGMAR KUSA´ DAGMAR KUSA´ Convention on Nationality (ETS No. 166), which entered into force on
1 March 2000. It was the first international document to establish core
principles and rules applying to all aspects of citizenship to which the
domestic law of the parties to the treaty should conform. The Conven-
tion was opened for signature to Member States of the Council of Eur-
ope as well as non-members on 6 November 1997. Slovakia signed
and ratified the Convention, as did the Czech Republic. p
Among other issues the Convention covers questions of multiple ci-
tizenship. Art. 14 directly stipulates the right to dual citizenship in the
case of acquiring citizenship of another country by marriage. The force
of the Convention is, however, softened by arts. 15 and 16, which give
the parties the right to determine whether their nationals who acquire
or possess the nationality of another state retain or lose their citizen-
ship; and the right of state parties to make the acquisition or retention
of their citizenship conditional upon renunciation or loss of another ci-
tizenship (unless it is not possible or cannot reasonably be required). These articles are often used in practice to preclude multiple citizen-
ship. There have been speculations as to whether Slovakia could use
them in this way if the Hungarian Parliament passes the law on dual
citizenship for ethnic Hungarians living abroad (see Kova´cs & To´th in
this volume). This would not be possible without amendments to the
current law, which stipulates that the loss of Slovak citizenship results
only from a person’s own request to be released from the state bond. The state cannot on its own initiative deprive any person of their Slo-
vak citizenship. It is, however, possible that some ethnic Hungarians
residing in Slovakia could be released from the state bond upon their
own request after gaining Hungarian citizenship, thus becoming Hun-
garian foreign nationals living in Slovakia. This status would, however,
bring more inconveniences than benefits to the applicants. THE SLOVAK QUESTION AND THE SLOVAK ANSWER THE SLOVAK QUESTION AND THE SLOVAK ANSWER 289 1993 did not lose their Czech citizenship, the Czech citizenship laws
were amended to allow for reacquisition of the Czech citizenship for
certain groups of people within a stipulated period. Further revisions
of the Czech law were passed in September 2005 to allow for dual citi-
zenship for Czechs living in Slovakia, who had lost their Czech citizen-
ship by acquiring the Slovak nationality between 1 January 1994 and
September 1999.26 Applications for dual citizenship can be submitted
to the Consular Office of the Czech Embassy in Bratislava. The applica-
tion process takes up to two months. Approximately five thousand peo-
ple requested dual citizenship in 2005.27 9.3.1
The Hungarian Status Law and referendum on dual citizenship Slovak-Hungarian relations have been an inflammable issue on the
Slovak political scene since the fall of communism. Much nationalist
rage was directed against the former dominant nation, the Hungarian
part of the dual monarchy. Policies of forceful Magyarisation in the late
nineteenth and early twentieth century and the turbulent dissolution of
the empire that left one third of the ethnic Hungarians outside the bor-
ders of the Hungarian state, provide historical memories that shaped
mutual relations in a controversial fashion. The myth of a thousand
years of suffering under the Hungarian yoke has long been nurtured
by Slovak nationalists and after 1989 it often served as a useful rallying
point. The question of Hungary’s relationship with ethnic Hungarians liv-
ing abroad, especially in the areas immediately bordering on Hungar-
ian state territory, was therefore watched closely and suspiciously. The
issue exploded in the Slovak media in 2001 when Hungary passed the
Status Law (the law on Hungarians living abroad) and again in 2004
when a referendum was held on allowing ethnic Hungarians to acquire
dual citizenship. The content and impact of these Hungarian initiatives
are described in detail in Ma´ria M. Kova´cs’s and Judit To´th’s chapter on
Hungarian citizenship in this book, so I will focus here only on the re-
percussions in Slovakia. 9.2.5
Dual and multiple citizenship It is far
more likely that, if Hungary passed the dual citizenship law, most eth-
nic Hungarians in Slovakia would hold on to their Slovak citizenship. As was already mentioned, Czech and Slovak nationals could choose
their citizenship for a period of one year after the dissolution of the
Czechoslovak Federative Republic. This situation was not without com-
plications. It rendered tens of thousands of Roma living in the Czech
Republic stateless due to improper documentation, permanent resi-
dence in Slovakia (many migrated from Slovakia to Czech lands before
1989), lack of information about the procedure (and the need to apply),
a criminal record or other reasons.25 Furthermore, from 1994 it be-
came harder for Czech or Slovak citizens to live and work in the other
part of the former common republic. In 1999, after years of continu-
ous pressure from European institutions and non-governmental orga-
nisations, and following a Czech Supreme Court decision of 1997,
which ruled that the Czech citizens who chose Slovak citizenship in The Hungarian Status Law The question of ethnic Hungarians living abroad was not used for a na-
tionalist agenda in Slovakia alone. It also polarised the political scene
in Hungary and deepened the left-right divide. Viktor Orba´n’s FIDESZ
played on national sentiments of Hungarians about co-ethnic minori-
ties in neighbouring countries and produced a bill on benefits for eth- 290 DAGMAR KUSA´ DAGMAR KUSA´ nic Hungarians living abroad, passed by the Hungarian Parliament in
2001. The first version of the law, which entered into force on 1 January
2002, provided for financial stipends for students of Hungarian eth-
nic origin abroad. Members of Hungarian minorities could also ap-
ply for Hungarian identity cards (Status ID), with which they can ac-
cess further benefits such as discounts in Hungary for public trans-
portation
and
entrance
fees
for
museums
and
cultural
and
educational events. The Status ID was handed out on the basis of a
recommendation from local cultural organisations representing Hun-
garian minorities abroad by the newly established Office for Hungar-
ians living abroad with its seat in Budapest. After the refusal of the
Slovak and Romanian Governments to allow implementation of the
Status Law in their states’ territories and after criticism by the Ve-
nice Commission that was asked by the Council of Europe to exam-
ine the matter,28 the law was amended in summer 2003. Since then
the education stipend is no longer addressed to individuals, but to in-
stitutions that offer education in the Hungarian language or on Hun-
garian culture. The financial aid is thus accessible not only to ethnic
Hungarians but to anybody who wishes to study Hungarian culture
and history. The amended version was approved by a majority of the Hungarian
Parliament, with the exception of the FIDESZ party, the originator of
the law, and the FKGP, the Smallholders’ Party, which had lost seats
due to a large corruption scandal involving its president. It was also
accepted by the Venice Commission and Romanian Government. Slo-
vak representatives, however, remained opposed to it, and the political
parties of the ruling coalition (apart from the Party of Hungarian Coa-
lition SMK) contemplated passing an ‘anti-law’, which would prevent
the implementation of the Status Law in the territory of the Slovak
Republic. The Hungarian Status Law The lengthy, emotionally charged squabble between Slovak
and Hungarian leaders was finally resolved in December 2003 by the
Slovak-Hungarian Agreement on Support for the National Minorities
in the Areas of Culture and Education. An article on the Slovak-Hun-
garian Agreement in the daily paper SME summarises its key
points.29 The treaty identifies two specific cultural foundations that are
permitted to distribute financial aid to cultural and educational institu-
tions only (some university students qualify as an exception). It estab-
lishes a principle of reciprocity, and the distribution of funds will be
subject to annual control by a Slovak-Hungarian commission of ex-
perts. The crux of the tensions, however, was apparently not in the law it-
self. Old historical grievances were voiced in the circles of the law’s
critics, accusing the political representation of Hungary of ‘soft irre- THE SLOVAK QUESTION AND THE SLOVAK ANSWER THE SLOVAK QUESTION AND THE SLOVAK ANSWER 291 dentism’, i.e. attempts to recreate the Hungary of the times of the Hun-
garian kingdom on a psychological level, and of lurking historic revi-
sionism among the Hungarian minorities themselves. Frantisˇek Miklosˇko, one of the most prominent Christian Democrats
and the former Speaker of the National Council of the Slovak Republic,
expressed views that can be attributed to Slovak representatives in gen-
eral: ‘I voiced my opinion even on TV, and my Hungarian Colleagues
hold it against me. I would say that the Status Law psychologically cre-
ates the concept of a Great Hungary. The Slovak side made mistakes
too, when the Law was debated we were sleeping and suddenly we
were confronted with a done deed. There is one serious problem how-
ever: Hungary is passing a law that is implemented in the territory of
the Slovak Republic. We don’t mind if Hungarians have some advan-
tages, but it seemed to be a precedent that would not be good, and the
Venice Commission has also denounced it.’30 The representatives of the Party of the Hungarian Coalition in Slova-
kia, which had seats in the Slovak coalition government, found them-
selves between the grindstones as it were of the two national leader-
ships. Both sides looked to them for resolution and they drew fire from
Slovak nationalists for being ‘irredentist Hungarians’, as well as from
Hungarian leaders in Hungary for being too passive. La´szlo´ Nagy,
member of the SMK Presidium and chair of the Committee for Hu-
man Rights, Nationalities, and Status of Women of the NCSR, laments:
‘One problem of the Law is that it became a part of the internal politi-
cal game. We are not affected by it, but Dzurinda and others assume
that the voter expects rejection of the Status Law by the Slovak political
leaders, which may be an erroneous assumption. It has played a nega-
tive role in Slovak-Hungarian relations that got decidedly chilly in
2002.’31 The subject of the Hungarian Status Law is divisive among the Slo-
vak-Hungarian population of the Slovak south as well. Although ten-
sions between Slovaks and Hungarians in this ethnically mixed region
are usually less than in the rest of the country, they have been palpable
concerning topics related to the quasi-citizenship of the Status Law and
the question of dual citizenship, which emerged shortly afterwards. The question of dual citizenship for ethnic Hungarians The question of dual citizenship for ethnic Hungarians
The question of dual citizenship for ethnic Hungarians living abroad
emerged as a hot political issue in 2003. The first requests to the Hun-
garian leadership came from the Hungarian minority in Vojvodina, la-
ter accompanied by similar demands from Hungarians in Romania. The World Federation of Hungarians prepared a petition for a referen-
dum about dual citizenship. Its goal was to achieve Hungarian citizen- 292 DAGMAR KUSA´ DAGMAR KUSA´ ship for all applicants who were already holders of a Status ID under
the Hungarian Status Law. This initiative was supported by the opposition political parties in
Hungary – the Young Democrats (FIDESZ) and the Hungarian Demo-
cratic Forum (MDF), which managed to rally enough support to get
the required number of signatures on the petition for a referendum
that would decide whether to grant Hungarian citizenship to ethnic
Hungarians from abroad. The referendum took place on 5 December
2004, but, since over 60 per cent of eligible voters decided to stay at
home, the referendum results (in favour of dual citizenship by a small
margin) were declared invalid.32 g
)
Dual citizenship for ethnic Hungarians was justified mainly on the
basis of empathy with ethnic kin. The press again debated attempts to
repair the ‘Trianon Injustice’ that truncated the Hungarian nation after
the First World War. On the other hand, the initiative was also designed
to give practical advantages resulting from Hungarian nationality. This
would be relevant especially for Hungarians living outside of the EU
borders. The ruling parties MSZP and SZDSZ stood firmly against the
referendum, appealing mostly against the costly consequences that im-
plementation of the law would have. The situation was further compli-
cated by the fact that Romanian and Ukrainian legislations preclude
dual citizenship, thus ethnic Hungarians acquiring Hungarian citizen-
ship would have to renounce their original citizenship, which could
lead to an untenable situation for the Hungarian Government. The Slovak leadership watched the development leading to the refer-
endum with a heightened sense of insecurity and antagonism. Accord-
ing to diplomatic sources (report of Ministry of Foreign Affairs), Slova-
kia was prepared to protest in the EU if the referendum was successful,
based on its inconsistency with the Agreement on Slovak-Hungarian
Neighbourly Relations from 1995, as well as with the principles of the
EU of non-discrimination and democratic governance. THE SLOVAK QUESTION AND THE SLOVAK ANSWER THE SLOVAK QUESTION AND THE SLOVAK ANSWER 293 kia), for treason because of his speech in favour of the dual citizenship
initiative in the Hungarian Parliament.34 The ethnically charged de-
bates about the Status Law and the referendum on dual citizenship
have probably also contributed to support for Slovak nationalist and po-
pulist platforms, which has grown over the past two years. 9.3.2
Comparison of the Slovak Act on Expatriate Slovaks with the
Hungarian Status Law The question of dual citizenship for ethnic Hungarians g
The SMK was once again caught in the middle. While the executive
vice-president of the SMK, Miklo´s Duray, supported the idea of the re-
ferendum, the official SMK position, as represented by its chairman
Be´la Buga´r, was to support policies that will help ethnic Hungarians to
stay in the country where they were born. He warned that the initiative
might antagonise Hungarians living in Hungary and members of
Hungarian minorities. ‘We find ourselves unwillingly amidst the Hun-
garian internal political struggle and are receiving one slap after an-
other. We have not received such slaps even in our native country. We
want to remain in our native country, pay taxes there, etc.’33 The heated debate ended up in a Slovakian Court. The Slovak Na-
tional Party (SNS) sued the Vice-Chairman of the SMK, Miklo´s Duray
(one of the more radical leaders of the Hungarian minority in Slova- 9.3.2
Comparison of the Slovak Act on Expatriate Slovaks with the
Hungarian Status Law The Hungarian Status Law is not a unique invention without parallel
(as it sometimes appeared to be from the indignant reactions in the
Slovak press). In 1997, the Slovak Republic passed Act No. 70/1997
on Expatriate Slovaks. Prior protection of Slovak nationals living
abroad was guaranteed by a declaration of support in the Slovak Re-
public’s constitution. The House of Expatriate Slovaks, founded by the
Ministry of Culture of the Slovak Republic, has also been in existence
since 1995, focusing on cultural cooperation and support of expatriate
Slovak institutions. According to the Act No. 70/1997, it is sufficient
to apply for the status of an expatriate Slovak or to be a direct descen-
dant of a Slovak national. If the applicant cannot provide any documen-
tation certifying his or her ethnic origin, a letter from an institution re-
presenting Slovaks abroad or two witnesses that have the status of ex-
patriate Slovaks will do. Application is submitted to the Ministry of
Foreign Affairs (MFA) of the Slovak Republic and the application pro-
cess takes two months. If it is successful the MFA issues an Expatriate
Slovak Certificate. Among the benefits that this status brings is the per-
mission to reside ‘for a long time’ in the territory of the Slovak Repub-
lic and the opportunity of applying for permanent residence in Slova-
kia. It is likewise possible to apply for studies at any Slovak university
or to apply for a job without having permanent residence in Slovakia
or the employment authorisation required by other foreign nationals.35 The Hungarian Status Law has inspired changes in the Slovak Status
Law. In 2005 the National Council of the Slovak Republic passed an
Amendment to the Act on Expatriate Slovaks36 (now properly labelled
‘Slovaks living abroad’) that established the Office for Slovaks Living
Abroad, which is funded from the state budget and is responsible for
carrying out the official state policy towards Slovakia’s external citizens. The Office also issues Certificates of Ethnic Slovaks Living Abroad (Slo-
vak Status IDs) that make the process of claiming benefits related to
the status easier. Financial support is tied to the areas of culture, edu-
cation and research, information, and media. 9.3.2
Comparison of the Slovak Act on Expatriate Slovaks with the
Hungarian Status Law Individuals and institu-
tions can apply for funding in ‘activities that further the development
of Slovak identity, culture, language, or cultural heritage in these coun-
tries.’37 294 DAGMAR KUSA´ DAGMAR KUSA´ Hopefully, the amended law will help to provide assistance to Slo-
vaks living abroad at the place of their residence. Some representatives
of the Slovak institutions abroad complain that the direct result of the
Slovak Status Law is a brain drain of young people who leave to study
and work in Slovakia rather than financial support for Slovak publica-
tions and cultural events in the areas where Slovaks living abroad are
concentrated.38 The most remarkable difference between the Slovak
and Hungarian Status Law in their current form is the territorial lim-
itation of the latter, which restricts the implementation of the law to
neighbouring countries with a large proportion of Hungarian minori-
ties. The Slovak counterpart has no such stipulation. This is easily ex-
plained by the fact that most of the Slovaks living abroad reside in the
United States (over 1,200,000 Slovaks). THE SLOVAK QUESTION AND THE SLOVAK ANSWER THE SLOVAK QUESTION AND THE SLOVAK ANSWER 295 nationals among the successful applicants for citizenship was over-
whelming. This proportion has gradually declined thereafter and was
lowest in 1996 to 1998, which is probably due to the political situation
in Slovakia. The numbers of Czech applicants rose again especially
after the amendments to the citizenship law in 1999, and have also
been growing in the years up to 2005. Since then, the number of
Czech applicants has dropped rapidly. One explanation for this drop
might be that both the Czech Republic and Slovakia joined the Euro-
pean Union in 2004. p
4
For others the trends in the acquisition of citizenship are quite differ-
ent. Notable again is the decline in numbers in the years 1995 and
1996, followed by an increase due to the influx of refugees fleeing from
the countries of former Yugoslavia. There is a marked increase in the
naturalisation of foreigners from outside former Czechoslovakia espe-
cially since the year 2000, when more applicants from Asia and the
Near East sought to settle in the Slovak Republic. The more detailed ap-
plication procedure for citizenship specified in the Act on Citizenship
No. 265/2005 Coll. and stricter conditions for naturalisation that were
introduced in the Act No. 344/2007 may have contributed to the drops
in the number of citizenship acquisitions in 2005 and 2008, although
these drops were not more dramatic than in some of the previous years. Figure 9.1 illustrates the diverse trends in the two populations who
have acquired Slovak citizenship over the past decade. (The years 1993
and 1994 have been excluded here due to the high number of Czech
applications for citizenship resulting from the dissolution of Czecho-
slovakia.) We can clearly see the impact of the Czech amendments to
the citizenship law in 1999 in the resulting increase of Czech nationals
applying for and receiving Slovak citizenship. The rapid increase in ci-
tizenship granted to other foreign nationals cannot be readily explained
on the basis of legislative changes, but rather on the basis of new mi-
gration patterns. Compared to earlier times, many more foreigners
looking both for asylum and for citizenship have settled in Slovakia. g
y
Among those who seek Slovak citizenship are people fleeing from per-
secution, violence, civil war or other conditions threatening their lives
and security in their home countries. 9.4
Statistical trends (acquisition of Slovak citizenship since
1993) After the fall of communism, Slovakia experienced tumultuous shifts
in population, largely in connection with the dissolution of the Czech
and Slovak Federative Republic, but undoubtedly also as a result of its
strategic position as a bridge between Western and Eastern Europe. There have been shifting migration trends, too. In the early 1990s, the
Slovak Republic was losing its citizens to the Czech Republic. This
trend ceased after 1994 when Slovakia started gaining population from
abroad and increasingly so, from the East. Most migration is temporary
and circular with migrants returning after short stays in Slovakia. The
number of those who actually ask for Slovak citizenship changes with
domestic and international events, circumstances and legislation. The
following tables and graphs show the numbers of successful applicants
who acquired Slovak citizenship. Table 9.1
Number of persons who acquired citizenship of the Slovak Republic, 1993-2008
1993
1994
1995
1996 1997 1998 1999 2000 2001 2002
2003
2004
2005
2006 2007 2008
Czech
citizens
64,834 20,612 1,379
575
416 399
849 3,903
175
805
942 2,262 2,439
120
155
91
Other
citizens
1,550
1,393
910
768 1,519
535
417
623 1,362 3,539 3,100 1,508
539
930 1,235
555
Total
66,384 22,005 2,289 1,343 1,935 934 1,266 4,526 1,537 4,344 4,042 3,770 2,978 1,050 1,390 646
Source: Ministry of the Interior, Slovak Republic As can be seen from Table 9.1, in 1993 and 1994, the vast majority of
those who acquired Slovak nationality were Czech nationals. Due to
the possibility of choosing citizenship in 1993, the proportion of Czech THE SLOVAK QUESTION AND THE SLOVAK ANSWER More than 54,000 foreigners have
applied for asylum in Slovakia since 1992. However, as of the end of
2008, asylum status was granted to only 632 of them. This tendency
makes Slovakia a country with one of the lowest rates of refugee recogni-
tion in Europe. The year 2004 recorded the highest number of appli-
cants, increasingly coming from countries such as India, Russia (particu-
larly Chechnya), Pakistan and China. Since 2004, there has been a steady
decline in the number of applications for asylum, mirroring larger migra-
tion trends within Europe and changes in Slovak asylum policies as well
as the 2007 entry of the Slovak Republic into the Schengen area.39 296 DAGMAR KUSA´ Figure 9.1
Czechs and other foreign nationals who acquired citizenship of the Slovak Republic,
1995-2008
0
500
1,000
1,500
2,000
2,500
3,000
3,500
4,000
4,500
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
Czech citizens
Other citizens
Source: Ministry of the Interior, Slovak Republic Source: Ministry of the Interior, Slovak Republic Table 9.2
Refugees and asylum seekers in the Slovak Republic, 1995-2008
1995 1996 1997 1998 1999
2000 2001
2002
2003
2004
2005
2006
2007
2008
Asylum
applications
359
415
645
506
1,320 1,556 8,151 9,734 10,358 11,395 3,549 2,849 2,642
909
Persons granted
refugee status
80
72
69
53
26
11
18
20
11
15
25
8
14
22
Refugees granted
Slovak citizenship
0
4
14
22
2
0
11
59
42
20
2
5
18
4
Source: Ministry of the Interior, Slovak Republic 9.5
Conclusions The evolution of policies relating to the definition, granting and with-
drawal of citizenship in Central Europe was closely tied to turbulent
events on the international and regional political scene. More than in
the West, the ideals and practices of citizenship were marked by strug-
gles for national self-determination, as well as power struggles between
the small neighbouring states squeezed in between the warring super-
powers during the Cold War period. THE SLOVAK QUESTION AND THE SLOVAK ANSWER 297 Slovak national development had not run its course in the period be-
fore 1948. The Slovaks had not achieved a truly independent statehood
and were not content to be submerged in a centralised Czechoslovak
state after the Second World War. The Slovak Question emerged as a
dominant issue at several turning points in history. It impacted on citi-
zenship policies within the common state of Czechs and Slovaks in
1968, when the Slovaks received the gift of federation from the invad-
ing Soviet troops, and then again after 1989, when it led to the Velvet
Divorce between the two nations. Citizenship practices as well as the understanding of what citizen-
ship entails and should entail were murky due to frequent changes in
policies prior to 1989, due to their ad hoc nature and inconsistencies
in the first years of the post-communist regime, as well as because of
the tumultuous political scene in Slovakia and new challenges result-
ing from Slovak independence in 1993. Slovak citizenship policies were strongly shaped by international in-
fluences, especially by pressures from the European Union and bind-
ing treaties with the Council of Europe. On the other hand, they also
reacted to the heated, historically and emotionally charged political de-
bates on the status of Hungarians living abroad and the possibility of
their acquiring dual citizenship in Hungary. Central European reality
shows us how closely citizenship and identity are intertwined and how
easily they are misused for political machinations that further the ego-
istic agendas of parties and leaders. Citizenship policies are being gradually simplified and fitted to the
new migratory trends that result from membership in the EU. Central
European neighbours have not quite yet abandoned nationalist appeals
and contentious policies that seek easy enemies to rally supporters. At
the same time, they have to quickly figure out how to absorb inflows
from parts of the world very different from theirs. Sets regulations for re-
acquisition of Czech or
Slovak citizenship by
emigrants or others who
were deprived of Czech or
Slovak citizenship prior to
1989 www.centrum.usd.cas.cz
(in Czech) 1953
Act No. 34/1953 Coll. on
the Acquisition of
Czechoslovak Citizenship
by Particular Persons www.zbierka.sk (in Slovak) www.zbierka.sk (in Slovak) 2007 Act No. 344/2007 Coll.
Amending and
Supplementing the Act No.
40/1993 on Citizenship of
the Slovak Republic 2005 Act. No. 474/2005 Coll. on
Slovaks Living Abroad and
on Amendments and
Additions to Certain Laws 2005 Act No. 265/2005 on State
Citizenship of the Slovak
Republic 9.5
Conclusions All these develop-
ments occur in the context of an enlarging European Union with the
common citizenship of the Union linking the nationality policies of its
Member States to each other. Chronological list of citizenship-related legislation in Czechoslovakia/the Slovak Republic
Date
Document
Content
Source
1945
President’s Constitutional
Decree No. 33/1945 Coll. Concerning Czechoslovak
Citizenship of Persons of
German and Hungarian
Ethnicity
Deprives most ethnic
Germans and Hungarians
of Czechoslovak
citizenship
http://sudetengermans. freeyellow.com Chronological list of citizenship-related legislation in Czechoslovakia/the Slovak Republic 298 DAGMAR KUSA´ Date
Document
Content
Source
1948
Act No. 245/1948 on the
Citizenship of Persons of
Hungarian Ethnicity
Returns Czechoslovak
citizenship to ethnic
Hungarians who were
Czechoslovak citizens on 1
November 1938 and were
not subject to the ‘voluntary
exchange of population’
between Slovakia and
Hungary in 1946
www.centrum.usd.cas.cz
(in Slovak)
1949
Act No. 194/1949 on the
Acquisition and Loss of
Czechoslovak Citizenship,
amended by the Act No. 72/1958 Modifying the
Regulations on the
Acquisition and Loss of
Czechoslovak Citizenship
Is adopted as the new
citizenship code after the
communist coup d’e´tat in
February 1948
www.portal.gov.cz
(in Czech)
1952
Act No. 59/1952 on
Contracting Marriage with
a Foreigner
Stipulates a requirement to
obtain permission from
the Ministry of the Interior
to marry a person of non
Czechoslovak citizenship
www.lexdata.cz (in Czech)
1953
Act No. 34/1953 Coll. on
the Acquisition of
Czechoslovak Citizenship
by Particular Persons
Returns Czechoslovak
citizenship to ethnic
Germans who were
deprived of it by the
Presidential Constitutional
Decree No. 33/1945 and
are permanent residents of
the Czechoslovak Republic
www.centrum.usd.cas.cz
(in Czech)
1968
Constitutional Act No. 143/
1968 Coll. on the
Czechoslovak Federation
Transforms centralised
Czechoslovakia into a
federation of two entities:
the Czech Republic and the
Slovak Republic
1968
Act No. 165/1968 Coll. on
Acquisition and Loss of
Czech and Slovak
Citizenship
Provides a framework for
the introduction of
republic-level (Czech and
Slovak) citizenship
1968
Act No. 206/1968 Coll. of
Slovak National Council on
Acquisition and Loss of
Citizenship of the Slovak
Socialist Republic
Introduces republic-level
Slovak citizenship
1990 Act No. 88/1990 Coll. Amending Regulations on
Acquisition and Loss of
Czechoslovak Citizenship
Sets regulations for re-
acquisition of Czech or
Slovak citizenship by
emigrants or others who
www.zbierka.sk (in Slovak) Source
www.centrum.usd.cas.cz
(in Slovak) Date
Document THE SLOVAK QUESTION AND THE SLOVAK ANSWER www.unhcr.sk (in Slovak) Notes 1
The author and the editors thank Lucia Mokra´ for her research contributions on legal
and statistical developments. 1
The author and the editors thank Lucia Mokra´ for her research contributions on legal
and statistical developments. 2
Nationality in this context is not a synonym for citizenship, but refers to
membership in an ethnic nation. The idea of a Czechoslovak nation did not take
root – it was neither popular with Czech and Slovak political representatives nor with
the general population and was eventually abandoned in favour of separate Czech
and Slovak nationalities. 3
For a detailed history of census taking and practices, see Kertzer & Arel 2002. 4
For a more detailed description of the development in the Czech part of
Czechoslovakia see Barsˇova´ in this volume. 5
The Presidential Decree exempted from loss of citizenship those citizens of German
and Hungarian ethnicity who had joined in the fight for liberation or were victims of
Nazi persecution. The legislation also established a possibility to apply for the re-
granting of Czechoslovak citizenship (a policy called ‘Re-Slovakisation in Slovakia’)
within six months after the Decree entered into force. 6
For decades, the topic of the transfers of ethnic Hungarians was taboo in Slovak
literature. The few texts that were written were from the pen of Hungarian authors
in Slovakia – Zolta´n Fa´bry’s The Accused Speaks Out (written in 1946) was published
in the 1960s, and in 1982 Ka´lma´n Janics’s Czechoslovak Policy and the Hungarian
Minority, 1945-1948 was published in the US in a small edition of a few hundred co-
pies. After 1989, the topic was begrudgingly picked up. The most comprehensive
analysis and documentation was published by Vadkerty (2002). 7
The voluntary part was secured by leaflets promising return of Czechoslovak
citizenship in return for being recruited as agricultural labourers. Leaflets also
reiterated that this was the very last chance for Hungarians to reacquire Czecho-
slovak citizenship. p
8
The Czechoslovak census of 1947 records 390,000 Hungarians in Slovakia, the 1961
census records 518,782 (data from Kocsis & Kocsis-Hodosi 1998). 9
See also Barsˇova´ in this volume for the same pieces of legislation from a Czech
perspective. 10 Children born of mixed marriages, where one parent was a Czechoslovak citizen and
the other was the citizen of the Soviet Union, Poland or Hungary, represented an
exception. THE SLOVAK QUESTION AND THE SLOVAK ANSWER 299 Date
Document
Content
Source
1991
Constitution of the Slovak
Republic
Contains the provision that
‘no one shall be deprived
of his or her citizenship
against his or her will’ and
the Bill of Fundamental
Rights and Freedoms,
including the ‘right to
choose one’s nationality’
www.government.gov.sk
(in Slovak);
www.legislationline.org
(excerpts)
1993
Act No. 40/1993 Coll. on
Citizenship of the Slovak
Republic
Enters into force as the
new citizenship code in the
Slovak Republic after the
dissolution of
Czechoslovakia
www.coe.int; www.minv.sk
(in Slovak)
1997
Act No. 70/1997 Coll. On
Expatriate Slovaks and
Changing and
Complementing Some
Laws
Defines rights and benefits
of Slovaks living abroad
www.gszs.sk (in Slovak)
2002 Act No. 480/2002 Coll. on
Asylum, amended by Act
No. 1/2005 Coll. Regulates asylum
acquisition procedure
www.unhcr.sk (in Slovak)
2005 Act No. 265/2005 on State
Citizenship of the Slovak
Republic
Regulates acquisition and
loss of Slovak citizenship;
details the requirements
and procedure for the
acquisition of Slovak
citizenship; nullifies Act
No. 194/1949 in its
amended forms and Act
No. 206/1968 in its
amended forms
2005 Act. No. 474/2005 Coll. on
Slovaks Living Abroad and
on Amendments and
Additions to Certain Laws
Establishes the Office for
Slovaks Living Abroad and
regulates the
competencies of the state
administration regarding
state support for Slovaks
living abroad
www.gszs.sk (in Slovak)
2007 Act No. 344/2007 Coll. Amending and
Supplementing the Act No. 40/1993 on Citizenship of
the Slovak Republic
Introduces a longer waiting
period for the acquisition
of citizenship (eight
consecutive years of
permanent residence
before applying instead of
the previous five) and
stricter control of
l
f lf l
f
www.zbierka.sk (in Slovak) 300 DAGMAR KUSA´ Date
Document
Content
Source
2007 Act No. 502/2007 Coll. on
Citizenship of the Slovak
Republic
Consolidates existing
legislation on citizenship
(Act. No. 40/1993, Act No. 70/1997 on Slovaks living
abroad, Act No. 36/2005
on family, Act No. 265/
2005 and Act No. 344/
2007)
www.zbierka.sk (in Slovak) THE SLOVAK QUESTION AND THE SLOVAK ANSWER 301 11
Act No. 34/1953 Coll. Concerning the Acquisition of Czechoslovak Citizenship by
Particular Persons and Act No. 245/1948 on the Nationality of Hungarian Nationals. 11
Act No. 34/1953 Coll. Concerning the Acquisition of Czechoslovak Citizenship by
Particular Persons and Act No. 245/1948 on the Nationality of Hungarian Nationals. 12
Stipulated by art. 6 of the Act on Czechoslovak Citizenship. 13
This provision was defined by Act No. 86/1950 of the Penal Code. The penalty
included the loss of citizenship rights, expulsion from the army, and forfeiture of
property. Act No. 63/1965 abrogated this penalty and the next codification of the
Czechoslovak Penal Law did not include this kind of penalty. 13
This provision was defined by Act No. 86/1950 of the Penal Code. The penalty
included the loss of citizenship rights, expulsion from the army, and forfeiture of
property. Act No. 63/1965 abrogated this penalty and the next codification of the
Czechoslovak Penal Law did not include this kind of penalty. p
y
14
Most socialist states had concluded bilateral agreements
that excluded dual
citizenship among them. 14
Most socialist states had concluded bilateral agreements
that excluded dual
citizenship among them. 15
See also Barsˇova´ in this volume. 15
See also Barsˇova´ in this volume. 16 A child whose parents were Slovak citizens acquired Slovak citizenship. If one of
them was Slovak and the other Czech, and the child was born in the Slovak territory,
then the child acquired Slovak citizenship. If the child was born abroad, it acquired
the mother’s citizenship. Parents could also agree on the child’s citizenship via a
statement until six months after birth. 16 A child whose parents were Slovak citizens acquired Slovak citizenship. If one of
them was Slovak and the other Czech, and the child was born in the Slovak territory,
then the child acquired Slovak citizenship. If the child was born abroad, it acquired
the mother’s citizenship. Parents could also agree on the child’s citizenship via a
statement until six months after birth. 17
‘Pragocentrism’ was a term used by the Slovak leaders to denote the tendency of the
Czech representation to rule the country from a strong unitary centre, Prague. Slovak elites have had qualms with Pragocentrism ever since the creation of the first
republic in 1918. 18
This claimed heritage is a controversial and complex one. Notes In those cases, citizenship was determined by an agreement of the parents
at the time of inscription in the book of births. In cases where an agreement wasn’t
reached, the child acquired the citizenship of the parent in the state of birth. If the
child was born in the territory of a third state, it acquired citizenship of the state on
whose territory the child’s parents had resided before they went abroad. THE SLOVAK QUESTION AND THE SLOVAK ANSWER THE SLOVAK QUESTION AND THE SLOVAK ANSWER Though perhaps only the
Slovak National Party would fully claim the legacy of the Slovak Republic of the war
period, together with the persona of its president, Jozef Tiso, responsible for
sweeping anti-Semitic measures, all parties and most leaders do recognise at least its
partial validity as the first form of official Slovak statehood. 19 For a description of the developments in the Czech Republic see Barsˇova´ in this
volume. 20 ‘Conditions for Gaining Slovak Citizenship Will Tighten’, The Slovak Information Press
Agency, 26 June 2007. 21
Art. 5 of Act No. 40/1993 Coll. on Citizenship of the Slovak Republic. 21
Art. 5 of Act No. 40/1993 Coll. on Citizenship of the Slovak Republic. 22 Art. 7 of Act No. 40/1993 Coll. on Citizenship of the Slovak Republic as amended by
Act No. 344/2007 Coll. 23
Art. 7 of Act No. 40/1993 Coll. on Citizenship of the Slovak Republic as amended by
Act No. 344/2007 Coll. 23
Art. 7 of Act No. 40/1993 Coll. on Citizenship of the Slovak Republic as amended by
Act No. 344/2007 Coll. 24 Art. 8a, sect. 9 of Act No. 40/1993. 25
See European Roma Rights Center report ‘Personal Documents and the Threat to the
Exercise of Fundamental Rights Among Roma in Former Yugoslavia’, www.errc.org,
retrieved in May 2006. 25
See European Roma Rights Center report ‘Personal Documents and the Threat to the
Exercise of Fundamental Rights Among Roma in Former Yugoslavia’, www.errc.org,
retrieved in May 2006. 26 See also Barsˇova´ on Czech citizenship in the present volume. 26 See also Barsˇova´ on Czech citizenship in the present volume. 27 Embassy of the Czech Republic in Slovakia, www.mzv.cz. 27 Embassy of the Czech Republic in Slovakia, www.mzv.cz. 28 Among the main objections was the charge of ethnic discrimination concerning
access to the benefits of the law. The Status Law is also territorially limited in
implementation to certain neighbouring countries where the Hungarian minority is
numerous and where the standard of living is not higher than within Hungary itself. Austria was therefore not included among the countries where the Status Law was to
be implemented. ˇ 28 Among the main objections was the charge of ethnic discrimination concerning
access to the benefits of the law. DAGMAR KUSA´ 32
Only 37.5 per cent of registered voters participated in the referendum. 51.5 per cent of
the voters were in favour of dual citizenship, 48.5 per cent against. 50 per cent of
eligible voters have to participate for a referendum to be valid in Hungary (or an
equivalent of over 25 per cent of all eligible voters must select the same answer on
the referendum). Source: ‘Neplatne´ madˇarske´ referendum o dvojitom obcˇianstve
[Invalid Hungarian Referendum on Double Citizenship], BBC Slovak.com, 6
December 2004. www.bbc.co.uk. 33
Peter Stahl, ’Madˇari hlasuju´ o dvojitom obcˇianstve’ [Hungarians Vote on Double
Citizenship], Hospoda´rske noviny [daily newspaper], 3 December 2004. http://hnonline.sk. 34 The SNS sued Miklo´s Duray many more times afterwards for treason, libel,
damaging the name of the Republic, and more. Each charge was dismissed by the
courts. SNS leader Jan Slota called the representatives of the Hungarian minority
‘radioactive extremists’ (Slota: ‘Politici z SMK su´ ra´dioaktı´vni extre´misti’ [Politicians
from the Party of Hungarian Coalition are Radioactive Extremists], 6 June 2005,
www.sns.sk). Shortly before the parliamentary elections of June 2006 SNS popularity
climbed to almost 10 per cent in public opinion polls. In the June 2006 elections,
the populist left-leaning party SMER-SD came out on top with 29 per cent of the
votes. SNS came in third with almost 12 per cent of the votes. The former leader of
the government coalition SDKU´ received 18 per cent of the votes (Source: SITA
[Slovak Press Agency], 18 June 2006). 35
Arts. 5 and 6 of the Act No. 70/1997 Coll. on Expatriate Slovaks and Changing and
Complementing Some Laws. 35
Arts. 5 and 6 of the Act No. 70/1997 Coll. on Expatriate Slovaks and Changing and
Complementing Some Laws. 36 Act No. 474/2005 Coll. on Slovaks Living Abroad and on Amendments and
Additions to Certain Laws. 36 Act No. 474/2005 Coll. on Slovaks Living Abroad and on Amendments and
Additions to Certain Laws. 37
Art. 5 of the Act No. 474/2005 Coll. on Slovaks Living Abroad and on Amendments
and Additions to Certain Laws. 38 Ondrej Sˇtefanko, ‘Slovenska´ republika a zahranicˇnı´ (dolnozemskı´) Slova´ci’ [Slovak
Republic and Foreign (Hungarian) Slovaks],Cˇ esky´ a slovensky´ svet [Czech and Slovak
World], www.svet.czsk.net, accessed in May 2006. 39 ‘Pocˇet zˇiadatel’ov o azyl na Slovensku vy´razne klesol’ [Number of applicants for
asylum has gone significantly down in Slovakia], Sme, 1 March 2009. www.sme.sk. THE SLOVAK QUESTION AND THE SLOVAK ANSWER The Status Law is also territorially limited in
implementation to certain neighbouring countries where the Hungarian minority is
numerous and where the standard of living is not higher than within Hungary itself. Austria was therefore not included among the countries where the Status Law was to
be implemented. 29 I. Stupnˇan, ‘Schva´lili dohodu s Madˇarskom’ [Agreement with Hungary Approved],
SME, 12 December 2003. 29 I. Stupnˇan, ‘Schva´lili dohodu s Madˇarskom’ [Agreement with Hungary Approved]
SME, 12 December 2003. 30 The interview with Frantisˇek Miklosˇko was conducted by the author in Bratislava on
13 June 2003. 31
The interview with La´szlo´ Nagy was conducted by the author in Bratislava on 18 June
2003. 302 DAGMAR KUSA´ Bibliography Drgonec, J. (1997), Za´kladne´ pra´va a slobody podlˇa U´ stavy SR. Bratislava: MANZ. ˇ
ˇ
ˇ Cˇ erny´, J. & V. Cˇervenka (1963), Sta´tnı´ obcˇanstvı´ Cˇ SSR. Prague: ORBIS. & M. Valasˇek (1996), Cˇ eske´ sta´tnı´ obcˇanstvı´. Prague Cˇ erny´, J. & M. Valasˇek (1996), Cˇ eske´ sta´tnı´ obcˇanstvı´. Prague: LINDE. ˇ Fa´bry, Z. (1994), Obzˇalovany´ prehovorı´: Dokumenty z dejı´n Madˇarov na Slovensku. Bratisla-
va: Kalligram. Hrusˇovsky´, P. (2003), Face of a Country; Address of the President of the National Council of
the Slovak Republic Pavol Hrusˇovsky´ on the Occasion of the 10th Anniversary of the Slovak
Republic, 1st January 2003. Bratislava: Vydavatelˇstvo Michala Vasˇka. Janics, K. (1982), Czechoslovak Policy and the Hungarian Minority, 1945-1948. New York:
Columbia University Press. Jurova´, A. (2002), ‘Historicky´ vy´voj ro´mskych osa´d na Slovensku a problematika vlast-
nı´ckych vztˇahov k poˆde (‘‘nelega´lne osady’’)’, Cˇ lovek a spolocˇnostˇ 4. www.saske.sk. ˇ
ˇ
ˇ Kaplan, K. (1993), ‘Prˇedmluva’, in Sˇ. Sˇutaj (ed.), Akcia Juh, Odsun Madˇarov zo Slovenska
do Cˇ iech v roku 1949. Prague: Sesˇity U´ stavu pro soudobe´ deˇjiny. Kertzer, D. & D. Arel (eds.) (2002), Census and Identity; The Politics of Race, Ethnicity, and
Language in National Censuses. Cambridge: Cambridge University Press. THE SLOVAK QUESTION AND THE SLOVAK ANSWER THE SLOVAK QUESTION AND THE SLOVAK ANSWER 303 Klı´ma, K. (2002), U´ stavnı´ pra´vo. Prague: FINIDR Klı´ma, K. (2002), U´ stavnı´ pra´vo. Prague: FINIDR. 80), Vy´voj u´zemia Slovenska a utva´ranie jeho hranı´c Klimko, J. (1980), Vy´voj u´zemia Slovenska a utva´ranie jeho hranı´c. Bratislava: Obzor. Klimko, J. (1980), Vy´voj u´zemia Slovenska a utva´ran Kocsis, K. & E. Kocsis-Hodosi (1998), Hungarian Minorities in Carpathian Basin. Buda-
pest: Simon Publications. Kusa´, D. (2005), ‘Historical Trauma in Ethnic Identity: the Years of Homelessness of the
Hungarian Minority in Post-War Slovakia’, in E. Breuning, J. Lewis & G. Pritchard
(eds.), Power and the People; A Social History of Central European Politics, 1945-56, 130-
149. Manchester: Manchester University Press. 49. Manchester: Manchester University Press. Lukes, I. (1995), ‘Czechs and Slovaks: The Failure to Find a Decent Past’, Cultural Survi-
val Quarterly 2: 19-24. ˇ Matousˇek, S. & S. Zdobinsky´ (1984), Sˇta´tne obcˇianstvo socialisticky´ch krajı´n. Bratislava:
Obzor. Nemcova´, K. (1992), Continuity and Change in Slovakia. Bratislava: Slovak Archive of So-
cial Data SASD. Ocˇovsky´, Sˇ. (1992), ‘Interpreta´cia sˇtatisticky´ch u´dajov o na´rodnostiach na Slovensku’, in J. Plichtova´ (ed.), Minority v politike, Kultu´rne a jazykove´ pra´va, 82-91. Bratislava: Cˇesko-
slovensky´ vy´bor Euro´pskej kultu´rnej nada´cie. y y
p
j
j
Paul, E. L. (1998), ‘Czech Teschen – Silesia and the Controversial Czechoslovak Census
of 1921’, The Polish Review 43 (2), 161-171. Peroutka, F. (1991), Budova´nı´ sta´tu. Prague: Lidove´ noviny. Plichtova´, J. (ed.) (1992), Minority v politike, Kultu´rne a jazykove´ pra´va. Bratislava: Cˇ esko-
slovensky´ vy´bor Euro´pskej kultu´rnej nada´cie. ˇ Posluch, M. & Lˇ. Cibulˇka (2003), Sˇta´tne pra´vo SR. Sˇamorı´n: Heure´ka. Sack, R. D. (1986), Human Territoriality: Its Theory and History. Cambridge: Cambridge
University Press. ˇ Sva´k, J. & Lˇ. Cibulˇka. (1999), U´ stavne´ pra´vo SR. Bratislava: APZ SR. ˇ Svetonˇ, J. (1970), Vy´voj obyvatelˇstva na Slovensku. Bratislava: Epocha. Ther, P. & A. Siljak (eds.) (2001), Redrawing Nations; Ethnic Cleansing in East-Central Eur-
ope, 1944-1948. Lanham, Maryland: Rowman and Littlefield Publishers, Inc. Tichy´, L., R. Arnold, P. Svoboda, R. Kra´l & J. Zema´nek. (1999), Evropske´ pra´vo. Prague: C. H. Beck. Vadkerty, K. (2002), Madˇarska´ ota´zka v Cˇ eskoslovensku, 1945-1948; Dekre´ty prezidenta Bene-
sˇa a ich doˆsledky na deporta´cie a reslovakiza´ciu. Bratislava: Kalligram. ˇ Zdobinsky´, S. & S. Matousˇek. (1985), Sta´tnı´ pra´vo Cˇ SSR. Prague: Panorama. Zeman, Z. A. B. (1994), ‘The Four Austrian Censuses and Their Political Consequences’,
in M. Cornwall (ed.), The Last Years of Austria-Hungary, 31-39. Exeter: University of
Exeter Press. 10
From civic to ethnic community? The evolution
of Slovenian citizenship Felicita Medved This chapter focuses on drzˇavljanstvo of the Republic of Slovenia, i.e. on citizenship or nationality as a legal bond between a person and a so-
vereign state. After tracing the history of citizenship in the territory of
present day Slovenia, it gives a brief description of the evolution of the
Slovenian citizenship legislation, both in terms of the initial determina-
tion of its citizenry at the inception of the state in June 1991 and the
rules governing the acquisition and loss of citizenship. In fifteen years
of statehood the legal regime on citizenship has undergone several
changes. The Constitutional Law on citizenship was supplemented and
changed five times, with the first supplement already adopted in De-
cember 1991 and the latest amendments made in November 2006. These developments have, on the one hand, implied an opening to-
wards certain groups, either in response to international standards or
for national interests. On the other hand, they have slowly supplanted
the civic conception of citizenship that governed the initial determina-
tion of Slovenian citizenry in 1991 with a concept of nation as a com-
munity of descent. 10.1.1 History of citizenship up to 1991 10.1.1 History of citizenship up to 1991 Citizenship legislation in the territory of Slovenia first evolved within
the framework of the Habsburg Empire. The 1811 Austrian Civil Code,
which established a link between unified citizenship status and civil
rights and other regulations concerning citizenship, operated in the
Slovenian lands until the collapse of the monarchy, except in Pre-
kmurje, where Hungarian citizenship law was in force after 1879. In
close relation to citizenship, the right of domicile in municipalities (do-
movinska pravica, Heimatrecht), as a form of local citizenship, which
gives rights to unconditional residence and poverty relief, was regu-
lated on similar principles in both parts of the Austro-Hungarian mon-
archy in the second half of the nineteenth century (Radmelicˇ 1994:
207; Kacˇ & Krisch 1999: 607-613). 306 FELICITA MEDVED FELICITA MEDVED On 1 December 1918 most of the Slovene lands, the Croat lands and
Bosnia and Herzegovina joined Serbia and Montenegro to form the
Kingdom of Serbs, Croats and Slovenes (SHS), later to be named the
Kingdom of Yugoslavia. The Saint-Germain-en-Laye Peace Treaty,
which came into force in July 1920, and the Trianon Treaty, which
came into force one year later, established that a person who had a
right of domicile outside of Austria and Hungary from then on ac-
quired the citizenship of one of the successor states. The Saint-Ger-
main Treaty postulated, inter alia, that such persons could opt for the
citizenship of that successor state in which they once had domicile or
the successor state where the majority was of their ‘race’ or spoke their
language. However, not everyone who had domicile (pertinenza) in the
Slovenian Littoral and part of Carniola that thereafter belonged to Italy
automatically acquired Italian citizenship. Those who were not born
there or acquired domicile after 24 May 1915 or once had domicile in
this territory could opt for Italian nationality. On 25 November 1920
the provincial government of Slovenia issued the executive regulations
to the Treaty on the acquisition and loss of Yugoslav citizenship by op-
tion and request.1 The option was based on previous domicile or na-
tionality, i.e. ethnicity. According to the Rapallo Treaty between the
Kingdom of SHS and Italy of 12 November 1920, Yugoslavia provided
a one-year right of option for Italian citizenship for ethnic Italians in
the from then on Yugoslav territory (Kos 1994). 10.1.1 History of citizenship up to 1991 At the level of Yugoslav internal legislation, the 1928 Citizenship
Act2 introduced a unified citizenship, primarily based on ius sanguinis
a patre and the principle of a single citizenship. In the early 1930s, pro-
visions of Austrian and Hungarian regulations concerning the right to
domicile were replaced by membership of a municipality. p
y
p
p
y
In the Slovenian Littoral, Italian citizenship legislation was in force
from 7 June 1923 until mid-September 1947. Italy did not apply any
special regulations concerning citizenship in the occupied territory dur-
ing the Second World War, whereas the German and Hungarian occu-
pying forces granted citizenship to certain groups of people by regula-
tion and law respectively, which were subsequently nullified (Radmelicˇ
1994: 222-223). The post-war regulation of Yugoslav citizenship started on 28 August
1945 before the final organisation of the second Yugoslavia was clear.3
The following persons became Yugoslav citizens: 1) all those who, on
the date of the enforcement of the Act, were citizens under the then va-
lid 1928 Act; 2) persons who had domicile in one of the municipalities
in the territory, which according to international treaties became part
of Yugoslavia; and 3) persons who belonged to one of the Yugoslav na-
tions and resided in its territory without right to domicile, unless they
decided to emigrate or to opt for their previous citizenship. An excep- SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 307 tion to this regulation was added in 1948, excluding from citizenry
with a retroactive effect those persons of German ethnicity who were
abroad and were Yugoslav citizens as of 6 April 1941, having domicile
in one of the municipal communities and were, according to art. 35a
disloyal ‘to the national and state interests of the nations of Yugoslavia
during and before the war.’4 Another Act adopted in 1945 (and nulli-
fied in 1962) concerned officers of the former Yugoslav army who did
not wish to return to Yugoslavia and members of various military for-
mations who served occupying forces and escaped abroad. They lost ci-
tizenship ex lege, followed by the sequestration of their property.5 p
g
y
q
p
p
y
According to the Paris Treaty with Italy which came into force in
September 1947 persons who had permanent residence on 10 June
1940 in the territory that became Yugoslavia lost Italian citizenship. 10.1.1 History of citizenship up to 1991 As
obliged by the Treaty, Yugoslavia adopted a special Act on the citizen-
ship of these persons in December 1947.6 The Italian-speaking popula-
tion had a one-year option for Italian citizenship and Yugoslavia could
demand emigration of these persons within one year of the date of the
option. In 1947, an option for Yugoslav citizenship was also given to
those whose citizenship issue was not solved by the Treaty, i.e. to some
100,000 emigrants from the Littoral to Yugoslavia or other countries
before June 1940, who ethnically belonged to one of the Yugoslav na-
tions. The Paris Treaty also established the Free Territory of Trieste, a
project that lasted seven years until it was divided up between Italy and
Yugoslavia by the 1954 London Memorandum of Understanding. The
latter did not regulate citizenship directly, but gave guarantees for the
unhindered return of persons who had formerly held domicile rights
in the territories under Yugoslav or Italian administration, which the
Yugoslav law interprets as a qualified option.7 Remaining unsolved
questions were settled by the 1975 Osimo agreements, which con-
firmed that both states regulate citizenship and provided the possibility
of migration for members of minorities (Kos 1994).8 Yugoslav citizenship was unified and excluded other citizenship. Ac-
quisition of citizenship remained based on ius sanguinis. A victorious
revolutionary communist and national spirit of the immediate post-war
period was expressed in legal provisions concerning naturalisation for
members of Yugoslav nations and those foreign citizens who actively
cooperated in the national liberation struggle, on the one hand, and ex-
clusion and deprivation of citizenship for certain ethnic groups or mili-
tary formations who really or supposedly worked against Yugoslav in-
terests, on the other. The 1964 reform, following the new constitution,
abolished loss of citizenship on grounds of absence (as in previous
Austrian and Yugoslav legal arrangements), relaxed naturalisation of
expatriates (emigrants) and abolished the oath of loyalty upon admis-
sion. An odd characteristic of Yugoslav legislation was that in the areas 308 FELICITA MEDVED FELICITA MEDVED which did not pose a threat to the regime, such as the equality of
spouses, introduced in 1945, gender equality and the position of min-
ors the legislator was already progressive during the period when inter-
national standards were only in the making. 10.1.1 History of citizenship up to 1991 Yugoslavia was also party
to certain multilateral treaties concerning citizenship such as the Con-
vention Relating to the Status of Stateless Persons of 1954, the Interna-
tional Convention on the Nationality of Married Women of 1957, the
Covenant on Civil and Political Rights of 1966, the International Con-
vention on the Elimination of all Forms of Racial Discrimination of
1966, the Convention on the Elimination of All Forms of Discrimina-
tion against Women of 1979 and the Convention on the Rights of the
Child of 1989.9 9 9
To better understand the problems related to succession in the field
of citizenship it is important to emphasise that Yugoslavia was a feder-
al state with a so-called mixed system of citizenship. Jurisdiction to
adopt citizenship legislation existed at two levels simultaneously, at the
level of the federal state and at the level of the constituent federal units,
i.e. republics. From the point of view of international public and private
law, the primary citizenship was Yugoslav (Kos 1996a). Internally, how-
ever, all Yugoslav citizens also had republic-level citizenship.10 Chan-
ging the place of residence to another republic or abroad did not affect
the republic-level citizenship. Access to another republic-level citizen-
ship was relatively easy though. At first it was conditional on three
years of residence, but already in 1946 one year of residence sufficed. In the 1960s a simple declaration was enough for a change of repub-
lic-level citizenship, reflecting a high level of centralised decision mak-
ing.11 The 1974 Constitution, however, brought decentralisation of
power. According to the 1976 Citizenship Act of the Socialist Republic
of Slovenia,12 citizens of other republics received citizenship of Slove-
nia upon application if they had permanent residence in Slovenia. Re-
sidents from other republics, however, had the same rights as Slove-
nian citizens, except for those reserved only for citizens of the republic,
such as voting rights. 10.1.2 Succession and initial determination of citizens of the new state Since the developments of the late 1980s and early 1990s showed that
it would not be possible to reach a consensual agreement on some
other organisational form for Yugoslavia or on succession, the Republic
of Slovenia unilaterally declared its independence on 25 June 1991. Slo-
venia had no historical heritage of independent statehood or concept of
political membership beyond republic-level citizenship within the for-
mer federation to fall back on. In that respect, Slovenia differs from
some states which came into being following the break-up of former SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 309 federations, such as the USSR. Notably Estonia and Latvia restored
their citizenship laws of half a century earlier, emphasising state conti-
nuity broken by ‘lost’ or ‘occupied’ sovereignty (see Jaerve and Kru¯ma
in this volume). Some other new states adopted a ‘zero-option’ policy,
granting their citizenship to all people actually residing in the republic
either at the time of independence or at the moment the new citizen-
ship law was passed. This policy was more acceptable in those states
where the proportion of the ‘titular’ ethnic population was very high
(Medved 1996; Ziemele 2001; Mole 2001). At the international level, citizenship in the context of state succes-
sion is addressed by binding and non-binding international instru-
ments, such as the 1961 UN Convention on the Reduction of Stateless-
ness and the 1978 Vienna Convention on Succession of States in
Respect of Treaties, containing large principles but lacking comprehen-
sive regulations.13 The primary concern of the international coverage of
law on citizenship in cases of succession remains focused on reduction
of dual citizenship and the avoidance of statelessness and deals less
with the initial determination of citizens, which is not a concern of the
established (old) states. Although there has been substantial develop-
ment in human rights law, laws concerning the acquisition or loss of
citizenship continue to be primarily considered a sovereign prerogative
of the state.14 In this context, Slovenia regulated citizenship issues through the
Citizenship Act adopted within the scope of the legislation relating to
Slovenia’s gaining of independence. The constitution was adopted six
months later, on 23 December 1991, and does not regulate citizenship,
but leaves it to the law. Since then, the citizenship law has gone
through several changes. 10.1.2 Succession and initial determination of citizens of the new state The first supplement had already been
adopted in December 1991, followed by further changes in 1992, 1994,
200215 and most recently in 2006.16 Conceptually, the 1991 Act con-
tains two main categories. The first category includes provisions of a
transitional nature, which refer to the initial collective and automatic
determination of the citizens of the new state, complemented by provi-
sions governing the option for Slovenian citizenship.17 The second ca-
tegory regulates the acquisition and loss of citizenship of a standard
(permanent) nature. (p
)
As regards the initial overall determination of citizenship, the basic
principle is the continuity of previous citizenship upon state succes-
sion. Art. 39 stipulates that any person, who held citizenship of Slove-
nia and of Yugoslavia according to existing valid regulations, was con-
sidered ex lege to be a citizen of Slovenia on the day when the Act came
into force. This provision established the continuity with the previous
legal order, meaning that all laws and regulations which due to various
legal orders were in force in the territory of Slovenia in the past, in- 310 FELICITA MEDVED FELICITA MEDVED cluding international agreements, are applied within the framework of
this provision. The period in which a person was born determines
which regulations apply for ascertaining citizenship. g
pp y
g
p
The primary rule of the initial determination of citizens was comple-
mented with the optional acquisition of Slovenian citizenship for citi-
zens of other former Yugoslavian republics who had permanent residence
in Slovenia on the day of the Plebiscite for the Independence and
Autonomy of Slovenia on 23 December 1990, and who actually lived in
Slovenia. These two cumulative conditions determined what was con-
sidered the genuine link with Slovenia: the permanent residence con-
nected with social, economic and certain political rights and the actual
living there expressing the criterion of integration, which in practice
meant that the person had to reside in Slovenia, not only have a formal
residence there (Mesojedec-Pervinsˇek 1999: 656-659; Medved 2005:
467). In dimensions of time ‘actual living’ was established by the Su-
preme Court to be at least the period between 23 December 1990 and
the date of issuance of a final decision on citizenship. 10.1.2 Succession and initial determination of citizens of the new state As for the con-
tent of this notion, which is not legally defined, administrative court
practice did not interpret it to mean continuous physical presence but
also considered living activities in a certain territory, such as where a
person earns a living, resides and fulfils obligations to the state to qua-
lify as such (Policˇ 1993). The December 1991 supplement on art. 40 specified a further re-
striction, stating that the person’s application is to be turned down if
that person has committed a criminal offence directed against the Re-
public of Slovenia since Slovenian independence or if the petitioner is
considered to form a threat to public order, the security and defence of
the state.18 The legal period for the submission of the application was six
months and expired on 25 December 1991. More than 174,000 per-
sons, or 8.7 per cent of the total population, of which around 30 per
cent were born in Slovenia, applied for citizenship on the basis of art. 40 and 171,125 became Slovenian citizens. The registration of the former republican citizenship was not carried
out very thoroughly and some persons who firmly believed themselves
to be Slovenian citizens were not considered as such and could not
prove their former republican citizenship in order to acquire Slovenian
citizenship. To address this problem two corrections were made in
1994, concerning the recognition and declaration of Slovenian citizen-
ship. Art. 39a stipulates that a person is considered a Slovenian citizen
if he or she was registered as a permanent resident on 23 December
1990 and has permanently and actually lived in Slovenia since that
date. However, this only applies if the person in question would have
acquired the citizenship of Slovenia according to the previous legal or- SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 311 der. On the other hand, according to the new art. 41, persons younger
than 23 and older than eighteen years who were born in Slovenia can
declare themselves Slovenian citizens if one of their parents was a citi-
zen of Slovenia at the time of their birth, but the parents later agreed
on adopting the citizenship of another republic. Registered permanent residency posed a problem for those immi-
grants who were not registered, but had a long-time factual residence
in Slovenia. 10.1.2 Succession and initial determination of citizens of the new state They could not apply for Slovenian citizenship since they
were not legally considered residents.19 The problem of permanent re-
sidency also arose for those who were registered, but did not apply for
or did not acquire Slovenian citizenship. Becoming aliens, they had to
apply for residency status irrespective of how long they had been resi-
dent. The Aliens Act20 did not contain any special provisions for this
group of people.21 It only provided that with respect to the said persons
provisions of the Law should start to apply two months after the expiry
of the time within which they could apply for Slovenian citizenship or
on the date of issuance of a final decision on citizenship. On 26 Febru-
ary 1992, when the Aliens Act started to apply to these persons, admin-
istrative authorities transferred those who did not apply for residency
status from the permanent population register to the foreigners record
without any decision or notification addressed to those concerned to in-
form them of their new legal position.22 This secret ‘erasure’ became
known to the public only much later and the exact numbers of those
affected remain unknown. The state admits that 18,305 persons had
been deprived of their legal residence. In spite of several appeals by the
Ombudsman for human rights,23 non-governmental organisations and
some individuals, it was only in 1999 that the Constitutional Court
found that the Aliens Act had failed to regulate the transition of the le-
gal status of this group of people to the status of foreigners.24 The
Constitutional Court decided that the error should be corrected by the
legislator within six months which resulted in the Settling of the Status
of Citizens of Other SFRY Successor States in the Republic of Slovenia
Act.25 However, in 2003, the Constitutional Court also found this regu-
lation unconstitutional and ordered the Ministry of the Interior to im-
mediately issue decisions to retroactively return the status of perma-
nent residence to those who already had had their status changed. Moreover, it asked the legislator to pass a new law within six months,
clarifying the criteria for those who, in the period between 1992 and
2003, left Slovenia for shorter or longer periods.26 The polarisation of
the political scene as well as public opinion led to various interpreta-
tions of the Constitutional Court decision. 10.1.2 Succession and initial determination of citizens of the new state This resulted in a number
of initiatives for referenda, supported by right-wing parties, as well as
in the preparation of two separate acts. After the adoption of the so-
called ‘technical law’ in October 2003, opposition parties succeeded in 312 FELICITA MEDVED FELICITA MEDVED calling a referendum on 4 April 2004. The voter turnout was less than
a third of the 1.6 million electorate, and the Act was rejected by almost
95 per cent. This development succeeded in thwarting the adoption of
any law to comply with the decisions of the Constitutional Court.27
The current right-centre government is now trying to prepare a special
Constitutional Law. In the meantime, in order to settle the position of some of the peo-
ple who could not or did not wish to apply for Slovenian citizenship in
1991, or whose applications were rejected and who subsequently be-
came aliens or were even ‘erased’, the Citizenship Act was amended in
2002. The new ‘transitional and final provisions’ facilitated acquisition
of Slovenian citizenship for citizens of other republics of the former
Yugoslavia who were registered as permanent residents on 23 Decem-
ber 1990 and who have been living in Slovenia continuously from that
day. Duration of residence, personal, family, economic, social and other
ties with Slovenia, as well as the consequences a denial of citizenship
might have caused, were also taken into consideration. The deadline
for a free application expired on 29 November 2003, with 1,676 per-
sons being naturalised under this provision. Apart from the two main categories – initial determination of citizen-
ship and optional naturalisation – the Citizenship Act contained a third
category of transitional provisions that were of compensatory or restitu-
tional nature. These provided for reacquisition of citizenship, which was,
according to art. 41, made possible for those who were deprived of Yu-
goslav citizenship and Slovenian citizenship on the basis of the 1945/
46 federal law on the deprivation of citizenship or on the grounds of
absence.28 They and their children could acquire Slovenian citizenship
if they filed an application within one year of the enforcement of the
Act. Since most of these people were living abroad, the application peri-
od was prolonged to two years in 1992. At the same time, a new art. 10.1.2 Succession and initial determination of citizens of the new state 13a in the section concerning exceptional naturalisation stipulated that,
notwithstanding the conditions for regular naturalisation, an adult may
obtain Slovenian citizenship if he or she is of Slovenian descent
through at least one parent and if his or her citizenship in the Republic
of Slovenia has ceased due to release, renunciation or deprivation or
because the person had not acquired Slovenian citizenship due to his-
torical circumstances. The article also granted the government the right
to give a preliminary opinion on the applications. Due to this extensive
discretion and, inter alia, the violation of the principle of equality be-
fore the law, arts. 41 and 13a were nullified in 1993.29 SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 313 10.2
Basic principles of acquisition and loss of Slovenian
citizenship The characteristics of current legislation are the principle of ius sangui-
nis and only limited application of ius soli, the prevention of stateless-
ness, gender equality in acquisition of citizenship, equality of parents
in deciding the citizenship of their minor children, equality of children
born in wedlock with children born out of wedlock, will of the person
concerned in the process of acquisition and loss of citizenship and pro-
tection of personal data. Further principles are the relative tolerance of
multiple citizenship and the validity of Slovenian citizenship in these
cases, meaning that a dual or multiple citizen is treated as a citizen of
the Republic of Slovenia, while in the territory of Slovenia, unless
otherwise stated by an international agreement. Foreign citizens may
acquire Slovenian citizenship by naturalisation on the basis of resi-
dence or of family ties or because of special interests of the state.30 Fa-
cilitated naturalisation is provided for immigrant children born and
raised in Slovenia and for Slovene emigrants and their descendants. Discretionary power is provided for in all cases of naturalisation, how-
ever, it may only be exercised if the reasons, including the proof there-
of, are recorded in the written decision.31 10.2.1 Acquisition of citizenship Slovenian citizenship is acquired by descent, by birth in the territory of
Slovenia, by naturalisation (through application) and in compliance
with international agreement (which is applicable only in cases where
borders have changed). Under the ius sanguinis principle there are two modes of acquiring
Slovenian citizenship: ex lege and by registration. The registration has a
constitutive character and retroactive effect (ex tunc). At birth, a natural person obtains Slovenian citizenship ex lege: i)
when both parents are Slovenian citizens, ii) when the child is born in
Slovenia and at least one parent is a Slovenian citizen (in the latter case
the acquisition of the citizenship ex lege is combined with the territorial
principle)32 and iii) when the child is born abroad and one of the par-
ents is a Slovenian citizen while the other parent is unknown, of non-
determined citizenship or stateless. Children born abroad with one parent of Slovenian citizenship at the
time of the child’s birth can acquire Slovenian citizenship by registra-
tion. Registration can be initiated within eighteen years after birth by
the Slovenian parent without the consent of the other parent or if a
minor is a ward of his or her guardian, who must be a Slovenian citi-
zen.33 As of 1994, children over fourteen years of age have to give their 314 FELICITA MEDVED FELICITA MEDVED consent. Those over the age of eighteen can acquire Slovenian citizen-
ship based on a personal declaration for registration. The age limit for
this procedure was extended from 23 to 36 years of age in 2002. The
November 2006 Act amending the Citizenship of the Republic of Slo-
venia Act, further clarifies the procedure and adds the condition that
those who register their Slovenian citizenship should not previously
have lost it due to release, renunciation or deprivation after they
reached majority. Acquisition of citizenship by adoption follows the principle of citizen-
ship by descent when at least one of the adoptive parents is a Slovenian
citizen. An adoptee foreigner older than fourteen years has to give his
or her consent. Ius soli applies for a foundling or a newborn infant in the territory
of Slovenia with no known parentage or if the parents are of unknown
citizenship or stateless. If it is discovered prior to the child reaching
the age of eighteen that the parents are foreign citizens, then Slovenian
citizenship shall cease at the parents’ request. 10.2.1 Acquisition of citizenship This imprecisely defined status is clarified in
the 2006 amendments as describing those people who have either a
temporary or permanent residence permit, which in practice prolongs
the waiting period for naturalisation. In addition, the applicant should
not have had his or her residence in Slovenia curtailed. Further requirements are that the person does not constitute a threat
to public order or the security and defence of Slovenia, has fulfilled his
or her tax obligations and has a guaranteed permanent source of in-
come.35 In fact, the latest amendments state that the applicant is re-
quired to have such means of subsistence as will guarantee material
and social security to the applicant and persons he or she has an obli-
gation to support i.e. a basic minimum income for each person. More-
over, the law demands a clean criminal record, meaning, inter alia, that
the applicant should not have served a prison sentence of more than
three months or have been sentenced to a conditional prison term of
more than one year.36 The applicant will also be obliged to take an oath
of respect for the free democratic constitutional order of Slovenia,
which replaces the requirement to sign a declaration of consent to the
legal order of the Republic of Slovenia introduced in 2002. Finally,
there is the required knowledge of the Slovene language, which has
changed substantially. In the early 1990s, it sufficed that the person
could communicate. In 1994, an obligatory examination was instituted. Many people failed the examination even though they had been edu-
cated in Slovenia. Currently, an obligatory examination at an elemen-
tary level is required unless the applicant went to school or acquired
education at a higher or at a university level in Slovenia or is over 60
years of age and has actually lived in the country for fifteen years or, as
was added in 2006, has acquired an elementary or secondary educa-
tion in the Slovenian language in a neighbouring country where there
are autochthonous Slovene minorities. Exceptions are made for illiter-
ates and for health reasons. Facilitated naturalisation reflects specific interests of the state and
more recently, the will of the state to better comply with the standards
of the 1997 European Convention on Nationality. 10.2.1 Acquisition of citizenship Those who acquire Slovenian citizenship under above described
principles are regarded as citizens of the Republic of Slovenia by birth. Foreign citizens may acquire Slovenian citizenship by regular, facili-
tated and exceptional naturalisation. Those who acquire Slovenian citizenship under above described
principles are regarded as citizens of the Republic of Slovenia by birth. Foreign citizens may acquire Slovenian citizenship by regular facili- g
y
Foreign citizens may acquire Slovenian citizenship by regular, facili-
tated and exceptional naturalisation. The conditions that must be fulfilled for regular naturalisation are
very strict. The applicant has to submit a release from current citizen-
ship or a proof that such a release will be granted if he or she acquires
Slovenian citizenship unless the applicant is stateless or can submit
evidence that his or her citizenship is cancelled by naturalisation by
the law of his or her state of origin or that such a release was not
decided upon by this state in a reasonable period of two years.34 In
cases where applicants cannot present proof of expatriation, e.g. be-
cause the voluntary acquisition of a foreign citizenship is considered
an act of disloyalty, the declaration by an applicant that he or she will
renounce his or her current citizenship if granted Slovenian citizen-
ship suffices. However, the applicant usually has to present proof of ex-
patriation before he or she can be naturalised. This may lead to tem-
porary statelessness which can become permanent if after release from
the previous citizenship an applicant is no longer eligible for naturali-
sation, e.g. due to loss of means of subsistence or a prison penalty. Since the authorities have to check if other conditions are still fulfilled
after the prescribed period within which an applicant must present
proof of release, the 2006 amendments specify that only those condi-
tions that can be verified administratively will suffice. The condition of
a release from current citizenship is waived for citizens of those EU
Member States where reciprocity exists. SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 315 A second condition is that the applicant must have lived in Slovenia
for ten years, of which the five years prior to the application must be
without interruption, and, as added in 2002, the person should have
the status of foreigner. 10.2.1 Acquisition of citizenship This mode of naturali-
sation affects particular groups of persons: Slovenian emigrants and
their descendants, foreigners married to Slovenian citizens, minors and
since 2002 persons with refugee status, stateless persons and those
born in Slovenia and living there since their birth. To these groups of
persons, the 2006 amendments added foreigners who have concluded
their university education in Slovenia. Exemptions from certain require-
ments are provided for these groups of applicants, in particular regard- 316 FELICITA MEDVED FELICITA MEDVED ing the release from current citizenship and the required duration of re-
sidency with a foreign status in Slovenia. For example, an individual of
Slovenian descent or a foreign spouse of a Slovenian citizen can become
a Slovenian citizen after one year of uninterrupted residence. However,
the 2006 amendments show that these two groups of persons are not
treated equally. While the generational criterion (up to the third genera-
tion for direct descent) for descendants of Slovenian emigrants was ex-
tended up to the fourth generation, the period of marriage before a for-
eign spouse of a Slovenian citizen is eligible to apply for naturalisation
was prolonged from two to three years in order to dissuade marriages
of convenience. For those who have lost Slovenian citizenship in accor-
dance with the present Act or prior Acts valid in the territory of Slove-
nia, the residence requirement is limited to six months. Acknowledged
refugees and stateless persons may be naturalised after five years of ac-
tual and uninterrupted residence in the country. For persons born in
Slovenia who have lived there since birth (mainly citizens of successor
states of the SFRY), personal, family, economic, social and other con-
nections with Slovenia as well as the consequences a denial of naturali-
sation may cause are taken into consideration. Foreigners who have
concluded their university education in Slovenia will be eligible to ap-
ply for naturalisation after seven years of residence. For all these cases,
release from current citizenship is not necessarily required. A minor acquires Slovenian citizenship upon the request of one or
both naturalised parents if the child has lived with that parent in Slove-
nia for at least one year prior to the application. If the child is born in
Slovenia, Slovenian citizenship can be acquired before the age of one
year. 10.2.1 Acquisition of citizenship Citizenship may also be granted to a child having no parents or
whose parents have lost their parental rights or functional capacity and
who has lived in Slovenia since birth on the grounds of a petition by
the guardian who is a Slovenian citizen and who lives with the child. The Ministry for Family and Social Affairs has to confirm that the ac-
quisition of citizenship is for the benefit of the child. In all of the above
cases the consent of the child above the age of fourteen is also neces-
sary.37 In the case of adoption, where there is no such relation between
the adoptive parent and adoptee as between parents and children, a
child not older than eight years, living permanently in Slovenia, can ac-
quire citizenship upon the request of the adoptive parents. In cases of exceptional naturalisation, the interests of the state for ex-
ample in the field of culture, economy, science, sport, and human
rights are decisive and must be confirmed by the government. A per-
son qualifying for exceptional naturalisation may remain a double or
multiple citizen, but has to actually live in Slovenia without interrup-
tion for at least one year with a foreigner’s status before applying for ci-
tizenship. The latter condition does not have to be fulfilled when his or SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 317 her naturalisation benefits the state for national reasons, i.e. when the
person is of Slovene ethnicity. The 2006 amendments clarify the con-
ditions for exceptional naturalisation of persons of Slovene descent, in-
cluding persons belonging to Slovene minorities in neighbouring
countries. Neither residence in Slovenia nor other conditions such as
material and social security or fulfilled tax obligations in a foreign
country are required in these cases. 10.2.2 Loss of citizenship A Slovenian citizen cannot lose his or her citizenship by mere opera-
tion of law. There are five ways to lose one’s Slovenian citizenship: re-
lease, renunciation, deprivation and loss of citizenship through interna-
tional agreements, with the latter only being applied to cases involving
changes to state borders. Citizenship can also be lost by the nullifica-
tion of naturalisation. Release is the regular way of losing citizenship by application. It is
the right of any Slovenian citizen who fulfils the stipulated conditions,
such as actual residence abroad and proof that he or she will be
granted a foreign citizenship. Release has to be approved by a public
authority, but discretionary power is limited to specific reasons such as
national security and national interests, reciprocity or other reasons de-
rived from relations with a foreign country. Renunciation is a qualified option for dual citizens, meaning that
such a person has the right to renounce Slovenian citizenship. It is ac-
corded to individuals up to 25 years of age, born in a foreign country,
residing there and holding a foreign citizenship. Other conditions have
not been foreseen. The Ministry of the Interior has no discretionary
power and may issue a decree stating that Slovenian citizenship of
such a person ceased on the day that such a statement of renunciation
was filed. Minors, up to the age of eighteen years, enjoy a substantially
higher degree of protection regarding the release from and renuncia-
tion of citizenship, compared to the acquisition of citizenship. The con-
sent of both parents is required, regardless of their citizenship. In a
case of dispute, the Ministry for Family and Social Affairs decides in
the best interests of the child. Furthermore, children older than four-
teen years must give their personal consent. Deprivation of citizenship is the only type of citizenship loss that the
state may initiate. A Slovenian citizen, actually residing in a foreign
country and in possession of a foreign citizenship may be deprived of
citizenship if it is ascertained that this person’s activities are contrary to
the international and other interests of the Republic of Slovenia. Proof
of the existing conditions must be given in the decree on the depriva- 318 FELICITA MEDVED FELICITA MEDVED tion of citizenship, which may be issued by exception in the absence of
the party concerned. 10.2.2 Loss of citizenship Cancellation of a decree on naturalisation may occur if it is discovered
that naturalisation was granted based on false declarations or deliberate
concealment of essential facts or circumstances on the side of the indi-
vidual in question. It may also be nullified if the person acquired citi-
zenship on the grounds of a foreign state’s guarantee that the person’s
foreign citizenship will cease to exist if the person acquires the Slove-
nian citizenship and evidence of the loss of the previous citizenship
has not been submitted within the prescribed period. Nullification is
not possible if such a person would become stateless. 10.2.3 Dual and multiple citizenship In general, Slovenian legislation is relatively tolerant of plural citizen-
ship on both entry and exit sides. The ius sanguinis and gender equal-
ity principles contribute to dual citizenship for citizens by birth, both
in Slovenia and abroad, since ius sanguinis transmission of Slovenian
citizenship is not limited to the first or second generation or by any
other requirements. Multiple citizenship is even possible for adopted
persons. Acquisition of the citizenship of another country does not
mean that the Slovenian citizenship is automatically forfeit, neither is
release from current citizenship required for certain groups that qualify
for facilitated and exceptional naturalisation, nor in cases of regular
naturalisation where expatriation would have harsh consequences. The number of dual and multiple citizens is unknown. In June
1991, there were 15,000 registered dual citizens residing abroad (Kon-
cˇina 1992). After independence the number of dual and multiple citi-
zens substantially increased, both in the country and abroad. In 2005,
it was estimated that around 60,000 Slovenes permanently residing
abroad had Slovenian citizenship. Slovenia grants substantial political
rights to citizens abroad, including franchise in local, parliamentary
and presidential elections. The number of dual citizens in Slovenia is
much larger and is mainly the consequence of specific historical cir-
cumstances in which the new state was created and was partially de-
pendent on the citizenship legislation of other countries, notably Italy. The transitional provisions regulating the option for Slovenian citi-
zenship did not touch upon dual citizenship and it is estimated that al-
most all people from other republics of the former Yugoslavia are dual
citizens. In 1991, it was also objectively impossible to make this type of
naturalisation conditional on a release from current citizenship. The
outcome of the Yugoslav crisis was unknown and the possibility of a bi-
lateral or multilateral regulation of citizenship did not bear fruit. The
break-up of Yugoslavia did not lead to de iure statelessness, since all SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 319 successor states applied the principle of continuity of former republic-
level citizenship (Kos 1996b; Mesojedec-Pervinsˇek 1999: 655). Never-
theless, the interest in Slovenian citizenship was much higher than ex-
pected in 1991 when the authorities estimated that approximately
80,000 persons would apply for Slovenian citizenship (Mesojedec-Per-
vinsˇek 1997: 32-34). The reasons for such a response are various and
have so far not been well researched. 10.2.3 Dual and multiple citizenship Public discussions emphasise uti-
litarian motives, in particular the possibility to purchase socially owned
housing which was only open to Slovenian citizens. Suspicions that
holders of dual citizenship may be disloyal and that they pose a poten-
tial threat to state security led to a change in the political and public
mood and to legislative attacks on this status, mainly supported by the
Slovene National Party and the Peoples’ Party in the period from 1993
to 1996. While the liberal democratic government also proposed the
abolishment of dual citizenship in 1993, some other proposals openly
called for the retroactive nullification of all decrees under art. 40. In
1995, there was even an official initiative for a referendum on the is-
sue, which was only stopped by the Constitutional Court38 (Cerar 1995;
Dujic´ 1996; Medved 2005: 470-474). 10.2.4 Jurisdiction and procedures Up to the end of 2006, the Ministry of the Interior had jurisdiction
over naturalisation and loss of citizenship. Following the concept of ter-
ritorial de-concentration of state administration, the 2006 amend-
ments to the Citizenship Act transfer this competence from the Minis-
try of the Interior to local administrative units. Only cases of excep-
tional naturalisation remain under the jurisdiction of the Ministry of
the Interior. Moreover, the Ministry still has a ‘controlling’ role in the
obligatory revision procedure for decisions on naturalisation and loss
of citizenship as well as documents related to the release from prior ci-
tizenship. In this procedure the Ministry can either confirm decisions
made at the local level or make a new decision. A period of nine
months is envisaged for the transfer of decision making. Legislative competence lies with the government, which specifies the
requirements for regular naturalisation regarding, inter alia, residence,
income and threat to public order, security and defence of the state,
and defines the criteria for the naturalisation on the grounds of na-
tional interest and for the refusal of release from citizenship. A deci-
sion by the Ministry may be appealed and is open to judicial review
(see Policˇ 1997a, 1997b). Fees are relatively low (30,000-35,000 SIT,
i.e. 125-150 euros). Local administrative units have the authority to establish and register
citizenship.39 Record keeping of citizenship is done in compliance with 320 FELICITA MEDVED FELICITA MEDVED the Births, Deaths and Marriages Registry Act at the register of
births.40 The Ministry of the Interior keeps the central citizenship reg-
ister. Since this register does not constitute a separate database but is
part of the permanent population register, the 2006 amendments pro-
vide that the Ministry of the Interior and local administrative units
shall keep a register of persons who acquired citizenship by naturalisa-
tion and those who lost Slovenian citizenship. This register shall be
computerised and connected to the registers of foreigners and of
births, deaths and marriages. Personal data from this register may be
used by the employees of internal affairs when performing their duties
defined by law and can be forwarded to other users only if these are
authorised by law or upon the consent or request of the individual to
whom they relate. 10.2.4 Jurisdiction and procedures The Ministry of the Interior can forward personal
data of an individual to other states under the condition of reciprocity
only if such data are used for clearly defined purposes (such as settling
citizenship issues or realisation of penal proceedings) and that in that
state personal data protection applies also to foreigners. Slovenian citi-
zenship can be proven by attestation or any other public document of
citizenship issued by an agency with the authority for administering
the official register in which the citizenship of the person is entered, or
by the administrative unit where the person permanently resides. Ac-
cording to the latest change, any administrative unit can issue attesta-
tions of citizenship. SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 321 fruit before the next parliamentary elections. Current political debates
have thus shifted the focus to societal integration of naturalised ‘for-
eigners’ and political participation and representation for these ‘new
minorities’. This debate is further enhanced by the realities of more re-
cent immigration and reforms necessary as a result of joining the Eur-
opean Union in May 2004. p
y
4
In the pre-accession period the eurocompatibility was influenced
more by international trends, such as the 1997 European Convention
on Nationality of which Slovenia is not a party, than by indirect pres-
sure from the EU. This applies in particular to the amendments in
2002, refining and relaxing access to citizenship for recognised refu-
gees, stateless persons and second- and third-generation immigrants. On the other hand, conditions for naturalisation have been maintained
and tightened. Since 2002, applicants must have the status of foreign-
er, as explained above. This status is an eligibility criterion that may be
waived only in some exceptional cases of naturalisation. Further
changes concern the question of loyalty. In 2002, the declaration of
agreement with the legal order of Slovenia was introduced, which in
2006 was supplanted by an oath of loyalty. In July 2005, the govern-
ment also further specified national interest as a reason for exceptional
cases of naturalisation, in other words, criteria for cultural i.e. ethnic-
affinity based naturalisation of Slovenes living abroad. The Govern-
mental Office for Slovenes around the world may offer an opinion on
the applicant, which has led to criticism and protests from members of
the Slovene diaspora. In line with this protest, the political discussion focused on legisla-
tion regulating relations between Slovenia and Slovenians abroad, in
particular concerning the legal position of autochthonous minorities
living in neighbouring countries and emigrants and their descendants
with or without Slovenian citizenship. In April 2006, the National As-
sembly passed the Republic of Slovenia and Slovenians Abroad Act.41
The Act is based on art. 10.3
Current political debates Until recently, the citizenship agenda was dominated by the heritage of
the dissolution of Yugoslavia. Subsequently, the citizenship legislation
went through a series of adjustments related to the admission of citi-
zens of other successor states of the former Yugoslavia. As has already
been pointed out above, the issue of plural citizenship prevailed in the
mid-1990s. After unsuccessful legislative attempts to abolish dual citi-
zenship there is an acceptance of plural citizenship for this group of
people as a reflection of the historical experience. Since the late 1990s,
the political scene has been dominated by the issue of the ‘erased’. Un-
til now, there have only been partial solutions to resolve the problems
of this group of people, either by regulating their status as foreigners
or enabling them to naturalise. Moreover, despite the more recent criti-
cism by the Commissioner for Human Rights at the Council of Europe
and by the Commission against Racism and Intolerance (ECRI) of the
Council of Europe, it is not expected that further attempts, including
the current government’s attempt to introduce a special Constitutional
Law, which requires a two-thirds parliamentary majority, will bear any SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 5 of the Constitution, the 1996 Resolution on
the Position of Autochthonous Slovene Minorities in Neighbouring
Countries and the Related Tasks of State and Other Institutions in the
Republic of Slovenia42 and the 2002 Resolution on Relations with Slo-
venes Abroad.43 The objectives of this legislation are to arrange rela-
tions of the ‘homeland’ with Slovene diasporas in order to strengthen
national identity and consciousness and promote mutual ties in the
fields of culture, care for the Slovene language, education and science,
sports, economy and regional cooperation. It introduces a new status of
a Slovene without Slovenian citizenship, regulates its acquisition and loss
and provides certain advantages to its beneficiaries. Acquisition of this
status would primarily depend on descent, activity in Slovenian organi-
sations abroad and active ties with the ‘homeland’. The Governmental 322 FELICITA MEDVED FELICITA MEDVED Office for Slovenes around the world will be responsible for issuing
this status. When in Slovenia, the holders of this status will enjoy pre-
ferential enrolment at institutions of higher education, equal access to
research projects and public cultural goods, such as libraries or ar-
chives, as well as equal property rights. They will also enjoy priority in
employment over other third-country nationals. Until now, no one has
applied for, let alone acquired, this ‘quasi-citizenship’ status. The Act
also supports the return of Slovenian expatriates and their children
and also provides for repatriation, meaning immigration of Slovenes,
organised and financed by Slovenia in cases when there is, according
to the assessment of the Ministry for Foreign Affairs, a severe crisis,
political or otherwise, in the states where they reside, and if their repa-
triation contributes to the development of the ‘homeland’. The Council
for Slovenians Abroad and the Council for Slovenians in Neighbouring
Countries will function as permanent advisory bodies. The councils are
headed by the Prime Minister, who appoints their members, composed
of representatives of state bodies, institutions, political organisations
and civil society organisations from Slovenia and abroad.44 There are certain parallels between the Slovenians Abroad Act and
the famous and controversial 2001 Hungarian Status Law, the 1997
Law on Expatriate Slovaks and the 1999-2001 failed Polish move to in-
stall a similar law (see Liebich, Kova´cs & To´th, Kusa´ and Go´rny & Pud-
zianowska in this volume). SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? However, the Slovenian Government claims
that the Slovenian law cannot be equated with the Hungarian Status
Law since it does not interfere with the competences of other EU Mem-
ber States or the free movement of workers, nor does it establish Iden-
tity Cards valid in the territory of any other EU Member State. y
y
y
The most recent political discussion concerned the future develop-
ment of citizenship legislation. A working group was set up to analyse
current citizenship legislation and its implementation and prepare
changes to the Citizenship Act. Due to the complexity of current citi-
zenship legislation there was a tentative suggestion for an overall revi-
sion, but this was hardly to be expected. In fact, when in July 2006 the
Act amending the Citizenship of the Republic of Slovenia Act was pro-
posed, the government claimed that it would not change the aims and
principles of the existing legislation, but it focused instead on require-
ments for naturalisation and some practical aspects, such as clarifica-
tions of imprecisely defined provisions, and on harmonisation with
other legislation, specifically concerning immigration and record keep-
ing. Nevertheless, the Act was not adopted in a short parliamentary pro-
cedure as initially proposed by the centre-right government but caused
extensive discussion, particularly regarding the 89-word long oath of
loyalty, suggested by the Ministry of Justice. While the Liberal-Demo- SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 323 crats proposed that the text of the oath be simplified, the Social Demo-
crats, another opposition party, argued that the text confuses the con-
cepts of ‘state’ and ‘homeland’ as the latter is not a legal concept and
that taking an oath of loyalty ‘to my new homeland’ shames a civilised
and modern society and is reminiscent of nineteenth century patrio-
tism. Moreover, the Liberal Democrats opposed the transfer of the ju-
risdiction over naturalisation and loss of citizenship from the Ministry
of the Interior to local administrative units, which in the government’s
view is the main novelty of the amended Act. They argued that such an
arrangement could lead to arbitrary decisions in spite of the revision
procedure by the Ministry. While none of the political parties opposed
relaxed naturalisation for ethnic Slovenes, the Liberal Democrats criti-
cised that conditions, such as residence in Slovenia or material and so-
cial security, are waived in these cases. SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? The Act amending the Citizenship of the Republic of Slovenia Act
was passed by the National Assembly on 24 November 2006. Since
the National Council did not veto the adopted Act in the prescribed se-
ven-day period, the Act came into force at the end of the year 2006. 10.4
Statistics At the end of 2008, there were 208,484 naturalised citizens or ap-
proximately one-tenth of the total population of Slovenia. Roughly 81
per cent of all naturalised persons acquired citizenship according to
the optional provisions in the immediate post-independence period,
with the corrective provision of 2002 contributing to less than 1 per
cent. The great majority (98.7 per cent) of naturalised citizens origi-
nated in other successor states of the Social Federal Republic of Yugo-
slavia, of these 46 per cent from Bosnia and Herzegovina, meanwhile
only 1.3 per cent from other countries. When considering naturalisa-
tion by standard provisions the share of the latter rises to 11 per cent. These were mainly citizens from Western European countries and
overseas OECD-states. For example, 2,159 were citizens of EU States or
Switzerland, among them 1,024 of Italy and 510 of Germany. These
are followed by previous citizens of the Russian Federation (281) and
of Ukraine (237). A quarter of all those naturalised according to standard provisions
acquired Slovenian citizenship by fulfilling all conditions. Almost 58
per cent of those were naturalised according to facilitated procedure. Exceptional naturalisations present a rather large 17 per cent share. Over 80 per cent of facilitated naturalisations refer to extension of ci-
tizenship to family members, i.e. to spouses and minor children. Eth-
nic-affinity based naturalisations are also significant. 324 FELICITA MEDVED Table 10.1
Admission to Slovenian citizenship based on supplementary and corrective initial
determination rules (art. 40, 1991, art. 19, 2002) and on standard provisions for
naturalisation by country of origin, 25 June 1991-31 December 2008 Country of origin
Art. 40, 1991
Art. 4,960
12
263
432
365
307
888
423
311
249
352
227
350
304
217
103
90
28
39
Source: Ministry of the Interior The development of release from citizenship is relatively modest, show-
ing an increase until 1996 and since then a steady decrease to a low
figure of 28 and 39 in 2007 and 2008, respectively; 103 persons alto-
gether were not released from Slovenian citizenship until the end of
2005. Table 10.5
Exceptional naturalisations in Slovenia per year, 1991-2008
Year
1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008
Granted
6,227
47
45
159
218
391
150
628 571
444
274
245
716
446 344
244 464
210
631
Not granted
1,185
3
19
68
36
88
66
14
88
35
27
32
130
57
16
506 n/a
n/a
n/a
Note: n/a = not available
Source: Ministry of the Interior Table 10.5
Exceptional naturalisations in Slovenia per year, 1991-2008
Year
1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008
Granted
6,227
47
45
159
218
391
150
628 571
444
274
245
716
446 344
244 464
210
631
Not granted
1,185
3
19
68
36
88
66
14
88
35
27
32
130
57
16
506 n/a
n/a
n/a
Note: n/a = not available
Source: Ministry of the Interior Since the peak in 2002, there has been a decreasing trend of excep-
tional naturalisations per year. On the one hand, this is the effect of
the 2002 supplements to the Citizenship Act whereby second- and
third-generation immigrants can be granted citizenship according to a
facilitated procedure. On the other hand, a strikingly high number of
refusals for naturalisation in 2005, mainly ethnic Slovenes living
abroad, can be attributed to the government’s redefinition of national
interest in citizenship acquisition. This is expected to drop again in the
coming years due to the changes in 2006 concerning the naturalisa-
tion of ethnic Slovenes. Nevertheless, a substantial rise in citizenship
acquisition was recorded in the election year 2008. 10.4
Statistics 19, 2002
Standard provisions
Total
%
Total
%
Total
%
Bosnia & Herzegovina
78,918
46.12
825
46.93
16,714
46.96
Croatia
58,531
34.20
319
18.15
7,194
20.21
Serbia & Montenegro
28,537
16.68
540
30.72
6,041
16.97
Macedonia
5,150
3.00
51
2.90
1,617
4.54
Other countries
23
1.30
4,029
11.32
Total
171,136
100
1,758
100
35,595
100
Source: Ministry of the Interior45 Table 10.2
Regular and facilitated naturalisations by groups of persons in Slovenia, 1991-2008
Regular
naturali-
sation
Facilitated naturalisation
Minors Spouses Slovenes
by descent
Born in
Slovenia*
Recognised
refugees*
Reacqui-
sition*
Stateless
person*
Educated
in Slovenia**
Total
9,547
9,691
8,108
1,789
68
25
21
5
8
21,870
*From 2002
**From 2006
Source: Ministry of the Interior Table 10.3
Regular and facilitated naturalisations in Slovenia per year, 1991-2008
Year
1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008
Granted*
30,931
303 320 2,539 1,233 1,781 926 544 2,747 1,893 2,102 1,101 2,092 2,860 2,989 2,440 2,660 1,287 1,114
*Including art. 19, 2002
Source: Ministry of the Interior The numbers naturalised annually reflect changes in legislation with a
low of 303 persons in 1991 and a high of 2,989 in 2004. The increas-
ing trend after 2001 can mainly be attributed to the corrective measure
added in 2002 to incorporate those whose status was not adequately
regulated in 1991. The decreasing number in 2005 indicates that this
problem is diminishing. Table 10.4
Reasons for granting exceptional naturalisations in Slovenia
National
interest
Born in
Slovenia
Culture Health
sector
Sport Education/
science
Economy
IT
sector
Interest of
the state
Religion Defence Tourism/
traffic
4,884
605
180
157
108
107
99
63
6
13
2
3
Source: Ministry of the Interior Table 10.4
Reasons for granting exceptional naturalisations in Slovenia SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 325 Ethnic affinity is the dominant ground of national interest for excep-
tional naturalisations, with birth in Slovenia representing the second
largest interest. All other state interests play only a secondary role,
comprising a modest 12 per cent share. 10.5
Conclusions As a new state, Slovenia went through a process of initial determina-
tion of its citizenry. The question of the initial ‘body’ of citizens and 326 FELICITA MEDVED FELICITA MEDVED simultaneously of legal integration of the majority of ‘non-ethnic’
Slovenes was resolved early in the process of independence and inter-
national recognition, and without great controversy. Several factors con-
tributed to this development. Firstly, although the establishment of Slo-
venia as a nation-state can be considered as a product of the so-called
eastern type of ethno-cultural nationalism, asserting the right to self-
determination and self-governance of the Slovenian ‘nation’, the initial
policy of citizenship rather supported democratic statehood over ‘na-
tionhood’. Citizenship was defined in territorial terms, close to ‘zero-
option’ policies, in order to ensure an even jurisdiction over the terri-
tory and people within the boundaries of the new state. By adopting
such an approach Slovenia could exercise ‘effective governance’, which
supported its claim for international recognition, in combination with
other elements of external conditionality attached to international re-
cognition, notably democracy and respect for minorities. This meant
that although some political groups had favoured, at this juncture, a
more restrictive definition of citizenry and consequently of polity based
primarily on ‘ethnic’ criteria, the timing would have worked against it. What mattered was the very fact of instituting an autonomous citizen-
ship, a highly visible claim to external sovereignty. Secondly, such an
approach afforded all those affected by state succession the possibility
of participating in the establishment of Slovenia, reflecting confidence
in a harmonious relationship between ‘titular’ nation and ‘other’ citi-
zens. The promise given to permanent residents from other former Yu-
goslav republics that they would receive the Slovenian citizenship, if
they so wished, was seen as fulfilled.46 In order to satisfy e´migre´
communities, which largely supported the independence process and
to remedy injustices caused by deprivation of citizenship under the
previous regime, they were granted preferential treatment regarding
naturalisation. What might initially have appeared as a progressive principle of
membership based on a civic conception, which could serve as a refer-
ence point for the evolving statehood and an opportunity for defining
national identity by embracing the multiethnic reality, took an ambigu-
ous turn after independence was achieved. There were attempts to
abolish dual citizenship for people from other Yugoslavian successor
states and only reluctantly was it eventually tolerated. 10.5
Conclusions Furthermore,
some of those who did not apply for or were not granted Slovenian citi-
zenship were deprived of their legal residence. At the same time, how-
ever, citizenship policy and supplementary or changed provisions on
naturalisation functioned as instruments for regulating the status of
immigrants and citizens of other Yugoslavian successor states whose
status had not adequately been regulated in 1991. In this process, the SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 327 judiciary, in particular the Constitutional Court, played an important
role. At the same time, Slovenia responded to international standards in
the field by introducing facilitated naturalisation for certain categories
of persons such as second- and third-generation immigrants or recog-
nised refugees. Nevertheless, state interests in naturalisation prevail
over those of the individual. The concept of a nation as a community
of descent means that the principle of ius sanguinis prevails in defin-
ing those entitled to citizenship at birth, that ethnic criteria play a ma-
jor role in naturalisation procedures and that Slovenia is attempting to
establish a special connection with Slovenes residing abroad. It also
supports a notion of imagined community by, for example, explicit re-
quirement of proficiency in the Slovenian language for naturalisation. Furthermore, even naturalised citizens are often seen as foreigners in
most areas of public life. Current debates point to a need for a stronger
public sense of citizenship in the democratic polity, but do not suggest
any substantial change of the basic philosophy guiding citizenship pol-
icy nor – after the recent amendments – a comprehensive legislative re-
form. 10.6
Epilogue In April 2007, less than half a year after the most recent amendments,
the National Council of the Republic of Slovenia proposed a bill
amending the Citizenship Act of Slovenia. The National Council is the
40-member ‘upper chamber’ of the parliament, representing social,
economic, professional and local/territorial interests. It is designed to
neutralise the influence of political parties that are involved in legisla-
tive processes, primarily through the National Assembly. The bill was
initiated by Marjan Maucˇec, the representative of local interests in the
National Council and a member of the Slovenian People’s Party (SLS). He proposed that persons who were over 25 years of age in 1991
should have an opportunity to register as Slovenian citizens by perso-
nal declaration until the age of 45, instead of 36, which was the result
of a 2002 amendment. Moreover there was a proposal to further relax
the conditions for the exceptional naturalisation of persons of Slove-
nian descent, although the 2006 amendments had already facilitated
naturalisation for this particular group. The 2007 proposal foresaw that
ancestors of persons who applied for this type of naturalisation did not
have to originate from the current territory of the Republic of Slovenia. In the discussion held at the National Assembly’s Committee of Inter-
ior Affairs, Public Administration and Justice, it became clear that
members of the Slovenian diaspora in Argentina, Australia, Brazil and 328 FELICITA MEDVED FELICITA MEDVED Canada had initiated the proposed amendments. They had been ‘pro-
mised’ by some Slovenian politicians that these amendments would be
accepted. Nevertheless, the proposal was rejected by the Committee,
with the Minister of the Interior arguing that the age prescribed for re-
gistration was already very high compared to some other states and
that the exceptional naturalisation of persons who had at least one par-
ent who held Slovenian citizenship should remain limited to those
whose parents were citizens by descent and not by naturalisation. The
Liberal Democrats (LDS) expressed concern that this argument might
imply a differentiation between citizenship acquired by descent and ci-
tizenship acquired by naturalisation. Chronological list of citizenship-related legislation in Yugoslavia/Slovenia
Date
Document
Content
Source
1811/1867
Austrian Civil Code (arts. 28-32)
Regulates the citizenship
status of citizens living in
Slovenian territories
placed under Austrian
rule within the Austro-
Hungarian Empire
1879
Law on Hungarian
Citizenship (art. www.sluzbenilist.co.rs
(in Serbo-Croatian) Law on Citizenship of
Persons in the Territory
Annexed by Yugoslavia
according to the Peace
Treaty with Italy
(No. 104/1947) www.sluzbenilist.co.rs
(in Serbo-Croatian) 10.6
Epilogue ‘L’)
Regulates the citizenship
status of citizens living in
Prekmurje placed under
Hungarian rule within
the Austro-Hungarian
Empire
1920/1921
Executive regulations to
the Saint-Germain-en-
Laye Peace Treaty (No. 147/1920; No. 122/1921)
Regulates the acquisition
and loss of Yugoslav
citizenship by option and
request
1920
Treaty of Rapallo
Provides a one-year right
of option for Italian
citizenship for ethnic
Italians residing in the
former Italian territory
that became part of
Yugoslavia
1923
Italian citizenship
legislation
Regulates citizenship in
the Littoral according to
the operative Italian
citizenship legislation
from 7 June 1923 until
mid-September 1947
1928
Citizenship Act of the
Kingdom of Serbs, Croats
and Slovenes
(No. 254/1928)
Introduces a unified
citizenship throughout
the Kingdom Chronological list of citizenship-related legislation in Yugoslavia/Slovenia www.sluzbenilist.co.rs
(in Serbo-Croatian) SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 329 Date
Document
Content
Source
1941
German and Hungarian
citizenship legislation
Regulates the citizenship
ofcertaingroupsofpeople
in the German and
Hungarian occupied
territory during the
Second World War
1945/
1946
Citizenship Act of the
Democratic Federative
Yugoslavia (DFY)
(No. 64/1945; No. 54/
1946)
Defines the initial
citizenry of the newly
formed Yugoslavia;
establishes Yugoslav
federal citizenship and
republic-level citizenship of
the six constituent
republics; is confirmed and
amended after the
adoption of the 1946
Constitution of the Federal
People’s Republic of
Yugoslavia (FPRY)
www.sluzbenilist.co.rs
(in Serbo-Croatian)
1945/
1946
Law on the Deprivation
of Citizenship for
Officers and Non-
Commissioned Officers
of the Former Yugoslav
Army Who Do Not Want
to Return to the
Homeland, and for the
Members of the Military
Who Have Served for the
Enemy and Have
Defected Abroad (No. 64/1945; No. 86/1946)
Deprives Yugoslav
citizenship of those
military personnel of the
former army of the
Kingdom of Yugoslavia
whodidnotwant toreturn
to the ‘new’ Yugoslavia,
those serving in military
formations loyal to the
occupying forces and
those who left Yugoslavia
at the end of the Second
World War; is revoked in
1962 (No. 22/1962)
www.sluzbenilist.co.rs
(in Serbo-Croatian)
1947
Law on Citizenship of
Persons in the Territory
Annexed by Yugoslavia
according to the Peace
Treaty with Italy
(No. 104/1947)
Determines that people
residing in territories
annexed by Yugoslavia on
10 June 1940 lose their
Italian citizenship and
acquire Yugoslav
citizenship; provides a
one-year period for ethnic
Italians to opt for Italian
citizenship and a
possibility for the Slav
population from the
contested borderland
region between
Yugoslavia and Italy to
opt for Yugoslav
citizenship
www.sluzbenilist.co.rs
(in Serbo-Croatian) FELICITA MEDVED 330 Date
Document
Content
S
1948/1997 Amendment and
Revision of the Law on
Citizenship (No. 105/
1948); Constitutional
Court Decision:
U-I-23/97
Excludes from the
Yugoslav citizenry, with
retroactive effect, all
citizens of German
ethnicity residing abroad
on the basis of their
‘disloyal conduct toward
the national and state
interests of the peoples
of FPRY’ during and
before the war; is
confirmed as
constitutional in 1997
when applied to
procedures concerning
the ascertainment of
citizenship
w
(
h
(
E
1950
Citizenship Act of the
People’s Republic of
Slovenia (No. Citizenship Act of the
Socialist Republic of
Slovenia (No. 11/1965) Law on Citizenship of the
Socialist Federal
Republic of Yugoslavia
(No. 58/1976) www.sluzbenilist.co.rs
(in Serbo-Croatian) Citizenship Act of the
Socialist Republic of
Slovenia (No. 23/1976) SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 20/1950)
Defines ius sanguinis as
the basic principle for
acquisition of Slovenian
citizenship; specifies
conditions for a newborn
child to acquire
Slovenian citizenship if
the parents hold different
republic-level
citizenships, depending
on their residency
1964
Law on Yugoslav
Citizenship
(No. 38/1964; No. 42/
1964)
Enacted after the 1963
Yugoslav Constitution;
regulates the relationship
between the federal and
republic-level
citizenships; provides for
a united Yugoslav
citizenship; regulates
that only a federal citizen
can have republican
citizenship and that
republican citizenship is
lost with the loss of
federal citizenship
w
(
1965
Citizenship Act of the
Socialist Republic of
Slovenia (No. 11/1965)
Confirms ius sanguinis
as the main criterion for
automatic acquisition of
Slovenian citizenship;
unlike the 1950 Law,
stipulates that both
parents have to agree on
the child’s citizenship if
they hold different www.sluzbenilist.co.rs
(in Serbo-Croatian);
http://odlocitve.us-rs.si
(in Slovenian and
English) SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? Act Amending the
Citizenship of the
Republic of Slovenia Act
(No. 38/1992) www.2.gov.si
(in Slovenian);
www.coe.int www.dz-rs.si
(in Slovenian) SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 331 Date
Document
Content
Source
republic-level
citizenships; determines
that any SFRY citizen has
a right to choose his or
her republic-level
citizenship and is thus
free to choose the
citizenship of any
republic without being
born or residing there;
abolishes the loss of
citizenship on grounds of
absence; relaxes the
naturalisation of
expatriates (emigrants);
abolishes the oath of
loyalty upon admission
1976
Citizenship Act of the
Socialist Republic of
Slovenia (No. 23/1976)
Confirms ius sanguinis
as the main criterion for
automatically acquiring
Slovenian citizenship;
specifies conditions of
citizenship acquisition in
cases in which the
parents do not agree or
do not sign a statement
in the first two months
following the birth of
their child; regulates
acquisition of citizenship
for citizens of other
republics who have
permanent residence in
Slovenia
1976
Law on Citizenship of the
Socialist Federal
Republic of Yugoslavia
(No. 58/1976)
Is adopted after the 1974
Yugoslav Constitution;
repeats the provisions
from the 1964 Act on the
relationship between the
various federal and
republic-level
citizenships; adds an
article on how to resolve
possible disputes caused
by the republican laws on
citizenship
www.sluzbenilist.co.rs
(in Serbo-Croatian) 1976 1976 FELICITA MEDVED 332 Date
Document
Content
Source
1991
Citizenship of the
Republic of Slovenia Act
(No. 1/1991-I)
Constitutes the initial
body of citizens and
basic principles of
acquisition and loss of
citizenship; provides for
optional naturalisation of
residents from other
republics of SFRY (art. 40) and reacquisition of
citizenship for those who
were deprived of it on the
basis of prior federal law
(art. 41) in the
transitional period
http://e-uprava.gov.si
(in Slovenian);
www.legislationline.org;
www.coe.int
1991
Act Amending the
Citizenship of the
Republic of Slovenia Act
(No. 30/1991-I)
Supplements art. 40 and
stipulates that the
person’s application for
citizenship is to be
turned down if that
person is considered to
form a threat to public
order, security or defence
of the state or has
committed a criminal
offence directed against
the Republic of Slovenia
www2.gov.si
(in Slovenian and
English);
www.legislationline.org;
www.coe.int
1991
Constitution of the
Republic of Slovenia (No. 33/91-I; No. 33I/1991-I;
No. 42/1997; No. 66/
2000; No. 24/2003; No. 69/2004; No. 69/2004;
No. 69/2004; No. 68/
2006)
Postulates in art. 12 that
citizenship shall be
regulated by law and in
art. 1991
Constitution of the
Republic of Slovenia (No.
33/91-I; No. 33I/1991-I;
No. 42/1997; No. 66/
2000; No. 24/2003; No.
69/2004; No. 69/2004;
No. 69/2004; No. 68/
2006) Act Amending the
Citizenship of the
Republic of Slovenia Act
(No. 30/1991-I) SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 5 (2) that Slovenes
not holding Slovene
citizenship may enjoy
special rights and
privileges in Slovenia, the
nature and extent of
which shall be regulated
by law
www.dz-rs.si
(in Slovenian)
1992
Act Amending the
Citizenship of the
Republic of Slovenia Act
(No. 38/1992)
Regulates naturalisation
for persons of Slovenian
descent through at least
one parent if they lost
their Slovenian
citizenship due to release,
renunciation or
deprivation or if they have
not acquired Slovenian
citizenship due to
historical circumstances
(art. 13.a)
www.2.gov.si
(in Slovenian);
www.coe.int http://e-uprava.gov.si
(in Slovenian);
www.legislationline.org;
www.coe.int SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? www2.gov.si
(in Slovenian);
www.unhcr.org Decree on Criteria for
Establishing the
Compliance with
Specified Conditions for
Acquiring the Citizenship
of the Republic of
Slovenia (No. 47/1994) http://odlocitve.us-rs.si
(in Slovenian) SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 333 Date
Document
Content
Source
1992
Constitutional Court
Decision repealing
Articles 41 and 13.a of the
Citizenship of Slovenia
Act
(No. 61/1992;
Constitutional Court
Decision U-I-69/92-30)
http://odlocitve.us-rs.s
(in Slovenian)
1992
Constitutional Court
Decision repealing
Article 28 of the
Citizenship of Slovenia
Act (No. 61/1992;
Constitutional Court
Decision
U-I-98/91-21)
Provides that the reasons
for a discretionary
decision must be stated
in such a way that it is
evident whether the
administrative authority
in exercising its
discretionary power of
decision has acted
‘within the limits of
authorisation and in
accordance with the
intention of granting
such an authorisation’
http://odlocitve.us-rs.s
(in Slovenian)
1994
Act amending the
Citizenship of the
Republic of Slovenia Act
(No. 13/1994)
Provides for the
recognition and
declaration of citizenship
for residents from other
former Yugoslav
republics; extends the
age limit for citizenship
by registration; tightens
the naturalisation
criteria, specifically as to
language proficiency;
introduces consent of
minors older than
fourteen
www2.gov.si
(in Slovenian);
www.unhcr.org
1994
Decree on Criteria for
Establishing the
Compliance with
Specified Conditions for
Acquiring the Citizenship
of the Republic of
Slovenia (No. 47/1994) http://odlocitve.us-rs.si
(in Slovenian) 1994 FELICITA MEDVED 334 Date
Document
Content
Source
1996
Resolution on the
Position of
Autochthonous Slovene
Minorities in
Neighbouring Countries
and the Related Tasks of
State and Other
Institutions in the
Republic of Slovenia (No. 35/1996)
Envisages various forms
of aid for these
minorities, taking into
account their specific
needs and interests and
providing them with
concrete aid in the
cultural, language,
informative, economic
and financial areas
www.uszs.gov.si
(in Slovenian)
1999
The Settling of the Status
of Citizens of Other SFRY
Successor States in the
Republic of Slovenia Act
(No. 61/1999; No. 54/
2000; Constitutional
Court Decision U-I-295/
99-13, No. 64/2001)
Regulates the acquisition
of permanent residence
for citizens of other SFRY
successor states
registered as permanent
residents in the territory
of Slovenia on 23
December 1990 or
residing in Slovenia since
25 June 1991
www.uradni-list.si
(in Slovenian);
www.legislationline.org
2002
Act amending the
Citizenship of the
Republic of Slovenia Act
(No. 96/2002)
Extends the age limit for
acquiring citizenship by
registration; adds stricter
criteria for regular
naturalisation, such as
the status of foreigner;
relaxes naturalisation for
refugees, stateless
persons and second- and
third-generation
immigrants
www.uradni-list.si
(in Slovenian)
2002
Resolution on the
Relations with Slovenes
Abroad (No. http://odlocitve.us-rs.si
(in Slovenian) SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 335 Date
Document
Content
Source
2006
Relations between the
Republic of Slovenia and
Slovenians abroad Act
(No. 43/2006)
Introduces the status of
Slovenes without
Slovenian citizenship
www.uradni-list.si
(in Slovenian)
2006
Act amending the
Citizenship of the
Republic of Slovenia Act
(No. 127/2006)
Introduces stricter
requirements for regular
naturalisation (material
and social security, clean
criminal record, oath of
loyalty) and
naturalisation of spouses
of Slovenian nationals;
redefines groups of
persons eligible for
facilitated and
exceptional
naturalisation
www.dz-rs.si
(in Slovenian) SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 7/2002)
Envisages cooperation
with Slovenes abroad in
fields of culture,
language, information,
economy, science and
foreign policy; declares
interest in repatriation, a
status of Slovenes
without citizenship and
citizenship and voting
rights for citizens abroad
www.uradni-list.si
(in Slovenian)
2002
Constitutional Court
Decision: U-I-246/02-28
(No. 36/2003)
Finds the Settling of the
Status of Citizens of
Other SFRY Successor
States in the Republic of
Slovenia Act
unconstitutional
http://odlocitve.us-rs.si
(in Slovenian) SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 12
Official Gazette of the Socialist Republic of Slovenia, 23/1976. Notes 336 FELICITA MEDVED FELICITA MEDVED 13
Moreover, most of these instruments such as the European Convention on
Nationality, which was opened for signature on 6 November 1997 and entered into
force on 1 March 2000, and the relevant provisions of the 1999 draft articles on the
Nationality of Natural Persons in Relation to the Succession of States, were drafted
after the changes that had reshaped the European political landscape at the end of
the twentieth century. The former contains a chapter on state succession which
focuses on principles and general rules but does not provide for specific rules which
states should respect in cases of state succession. 14
In this regard, it must also be noted that the European Union does not consider
nationality matters to be in its sphere of competence. 14
In this regard, it must also be noted that the European Union does not consider
nationality matters to be in its sphere of competence. 14
In this regard, it must also be noted that the European Union does not consider
nationality matters to be in its sphere of competence. 15
Official Gazette of the Republic of Slovenia, 1/1991-I. Amendments and Supplements
to this Act were published in the Official Gazette of the Republic of Slovenia, 30/1991-I,
38/1992, 13/1994 and 96/2002. The officially revised text was published in the Offi-
cial Gazette of the Republic of Slovenia, 7/2003. www.mnz.gov.si. 15
Official Gazette of the Republic of Slovenia, 1/1991-I. Amendments and Supplements
to this Act were published in the Official Gazette of the Republic of Slovenia, 30/1991-I,
38/1992, 13/1994 and 96/2002. The officially revised text was published in the Offi-
cial Gazette of the Republic of Slovenia, 7/2003. www.mnz.gov.si. 16 The Act amending the Citizenship of the Republic of Slovenia Act was adopted by
the National Assembly on 24 November 2006. Official Gazette of the Republic of Slove-
nia, 127/2006. 16 The Act amending the Citizenship of the Republic of Slovenia Act was adopted by
the National Assembly on 24 November 2006. Official Gazette of the Republic of Slove-
nia, 127/2006. 7/
17
For these concepts also, see Barsˇova´ in this volume. 7
17
For these concepts also, see Barsˇova´ in this volume. 18
In 1999 the Constitutional Court repealed the paragraph related to the public order
risk. Constitutional Court Decision, U-I-89/99 of 10 June 1999. Notes 1
Official Gazette of the Provincial Government for Slovenia, 147/1920 and 122/1921. 2
Official Gazette of the Kingdom of Serbs, Croats and Slovenes (SHS), 254/1928. 3
Official Gazette of the Democratic Republic of Yugoslavia (DRY), 64/1945; Official Gaz-
ette of the Federal People’s Republic of Yugoslavia (FPRY), 54/1946, 90/1946, 88/1948
and 105/1948. 4
Official Gazette of the FPRY, 105/1948. In 1997, the Constitutional Court of the Re-
public of Slovenia found that the use of this provision is not unconstitutional in pro-
cedures concerning the ascertainment of citizenship. Constitutional Court Decision,
U-I-23/93 of 20 March 1997. 5
Official Gazette of the DRY, 64/1945; Official Gazette of the FPRY, 86/1946 and 22/
1962. 5
Official Gazette of the DRY, 64/1945; Official Gazette of the FPRY, 86/1946 and 22/
1962. 6
Official Gazette of the FPRY, 104/1947. 6
Official Gazette of the FPRY, 104/1947. 7
The Memorandum includes a special statute that guarantees for both sides the rights
of minorities. It is the first international document that regulates the protection of
the Slovene ethnic minority (‘Yugoslav ethnic group’) in Italy – for the Trieste region. 7
The Memorandum includes a special statute that guarantees for both sides the rights
of minorities. It is the first international document that regulates the protection of
the Slovene ethnic minority (‘Yugoslav ethnic group’) in Italy – for the Trieste region. 8
See also Slovenia, Italy, White Book on Diplomatic Relations published in 1996 by the
Ministry of Foreign Affairs of the Republic of Slovenia. 9
Official Gazette of the FPRY, 9-96/1959, 7-115/58; Official Gazette of the Socialist Feder-
al Republic of Yugoslavia (SFRY), 7-35/1971, 31-448/1967, 11-48/1981 and 15-65/1990. Slovenia is a party to these instruments by succession. 10 In
this
chapter,
the
term ‘republic-level
citizenship’
is
used
to
denote
the
membership in constituting entities of the federal state. The term ‘citizenship’ is
used to indicate membership of a sovereign state. In the Slovenian language and
legal terminology, drzˇavljanstvo is used for both legal concepts. 11
Official Gazette of the SFRY, 38/64. 11
Official Gazette of the SFRY, 38/64. 12
Official Gazette of the Socialist Republic of Slovenia, 23/1976. Notes 19 That immigrants from other republics did not register their permanent residence
was partly due to the fact that they did not know of this possibility or simply did not
care; partly it can be attributed to the concept of migration registration and
registration of permanent residency in the former state. Slovenia was the sole
republic of the SFRY which registered in- and out-migration. 20 Official Gazette of the Republic of Slovenia, 1/1991-I, 44/1997 and 50/1998 – Constitu-
tional Court Decisions. 20 Official Gazette of the Republic of Slovenia, 1/1991-I, 44/1997 and 50/1998 – Constitu-
tional Court Decisions. 21
Under the then valid Aliens Act they could obtain a one-year temporary residence
permit and after three years of uninterrupted residence a permit for permanent
residence. Later this condition was prolonged from three to eight years. Cf. the
controversial 1993 Estonian law on aliens, which declared that anybody living in
Estonia without Estonian citizenship, which had no legal status in Estonian law in
1992/1993, would have to apply for residency status. The Council of Europe experts
criticised that the status of those already resident in Estonia was equated with that of
non-citizens not currently resident there (see Day & Shaw 2003; also see Jaerve in
this volume). 22 Only upon the request of applicants themselves did administrative authorities issue a
certificate of removal from the register. 22 Only upon the request of applicants themselves did administrative authorities issue a
certificate of removal from the register. 23
The Ombudsman in his first yearly report of 1995 refers to the so-called ‘aliens sur
place’ (zatecˇeni tujci) using a label which resembles the term ‘refugees sur place’. 24 Constitutional Court Decision, U-I-284/94 of 4 February 1999. 24 Constitutional Court Decision, U-I-284/94 of 4 February 1999. azette of the Republic of Slovenia, 61/1999 and 64/2 26 Constitutional Court Decision, U-I-246/02-28 of 3 April 2003. 26 Constitutional Court Decision, U-I-246/02-28 of 3 April 2003. 27 The Ministry of the Interior, however, issued decisions on residency from 26
February 1992 to those ‘erased’, who already had permanent residence permits. 4,107 such decisions were issued until mid-January 2005, while 8,470 were still in
the procedure. 27 The Ministry of the Interior, however, issued decisions on residency from 26
February 1992 to those ‘erased’, who already had permanent residence permits. 4,107 such decisions were issued until mid-January 2005, while 8,470 were still in
the procedure. SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 337 30 Decree on Criteria for Establishing the Compliance with Specified Conditions for
Acquiring the Citizenship of the Republic of Slovenia through Naturalisation, Official
Gazette of the Republic of Slovenia, 47/1994. 30 Decree on Criteria for Establishing the Compliance with Specified Conditions for
Acquiring the Citizenship of the Republic of Slovenia through Naturalisation, Official
Gazette of the Republic of Slovenia, 47/1994. f
p
f
47/ 994
31
Constitutional Court Decision, U-I-98/91 of 10 December 1992. 31
Constitutional Court Decision, U-I-98/91 of 10 December 1992. 32
Under the principle of equality of children born in wedlock and children born out of
wedlock a child of a foreign mother is a Slovenian citizen if the fatherhood of a
Slovenian citizen is acknowledged, declared or otherwise established. The legal effect
of fatherhood is retroactive and as such affects the citizenship of the child. 32
Under the principle of equality of children born in wedlock and children born out of
wedlock a child of a foreign mother is a Slovenian citizen if the fatherhood of a
Slovenian citizen is acknowledged, declared or otherwise established. The legal effect
of fatherhood is retroactive and as such affects the citizenship of the child. 33
The registration is not necessary if the child would otherwise become stateless or if
the child moves to Slovenia, together with the Slovenian parent, before he or she is
eighteen years old. 33
The registration is not necessary if the child would otherwise become stateless or if
the child moves to Slovenia, together with the Slovenian parent, before he or she is
eighteen years old. 34 Before 1994 an applicant did not have to submit this evidence. 34 Before 1994 an applicant did not have to submit this evidence. 34
994
pp
35
The condition of a guaranteed residence was dropped in 2002. 36 Before the 2006 amendments the requirements did not include conditional prison
sentences. Moreover, the accepted period of imprisonment was decreased from a
maximum of one year to three months. 36 Before the 2006 amendments the requirements did not include conditional prison
sentences. Moreover, the accepted period of imprisonment was decreased from a
maximum of one year to three months. 37
See also Constitutional Court Decision, U-I-124/94-8 of 9 February 1995. http://odlocitve.us-rs.si. Notes 28 1,278 Slovenes were deprived of citizenship based on collective decisions by federal
authorities, of which the individuals were never notified, and 67 due to absence. 28 1,278 Slovenes were deprived of citizenship based on collective decisions by federal
authorities, of which the individuals were never notified, and 67 due to absence. 29 Constitutional Court Decision, U-I-69/92-30 of 10 December 1992. 29 Constitutional Court Decision, U-I-69/92-30 of 10 December 1992. SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? FELICITA MEDVED FELICITA MEDVED Bibliography Cerar, M. (1995), ‘Zakonodajni referendum o odvzemu drzˇavljanstva’, Pravna praksa 14
(19-20): 8-11. Day, S. & J. Shaw (2003), ‘The boundaries of suffrage and external conditionality: Estonia
as an applicant member of the EU’, European Public Law 9: 211-236. Dujic´, S. (1996), ‘Zakonodajni referendum o odvzemu drzˇavljanstva’, Pravna praksa 15
(2): 22-27. Kacˇ, M. & M. Krisch (1999), ‘Pregled predpisov o drzˇavljanstvu 1918-1991’, in Slovensko
javno pravo na prehodu v novo tisocˇletje, Dnevi javnega prava Portorozˇ 1999, 607-631. Ljubljana: Insˇtitut za javno upravo. Koncˇina, N. (1992), ‘Dvojno drzˇavljanstvo’, Pravna praksa 11 (25): 11-12. Kos, B. (1994), ‘Mednarodni sporazumi z Italijo in drzˇavljanstvo’, Pravna praksa 13 (16):
2-3. Kos, B. (1996a), ‘Primerjava zakonov o drzˇavljanstvu drzˇav, ki so nastale na ozemlju nek-
danje SFRJ’, Pravna praksa 15 (22-23): XIII. Kos, B. (1996b), ‘Zakoni o drzˇavljanstvu v novih drzˇavah na obmocˇju bivsˇe SFRJ: postop-
ki, prehodne in koncˇne dolocˇbe’, Pravna praksa 15 (7): I. Kos, B. (1996b), ‘Zakoni o drzˇavljanstvu v novih drzˇavah na obm
ki, prehodne in koncˇne dolocˇbe’, Pravna praksa 15 (7): I. Medved, F. (1996), ‘Slovenias bevisbyrde’, Nordisk O¨ stforum 2: 91-104. Medved, F. (2001), ‘Interaction Between Citizenship and Integration’, 2nd European Con-
ference on Nationality: Challenges to national and international law on citizenship at the
beginning of the new millennium’, 23-39. Strasbourg: Council of Europe, Proceedings. www.coe.int. Medved, F. (2005), ‘Politicˇna integracija: drzˇavljanstvo, politicˇna participacija in reprezen-
tacija’, in M. Komac & M. Medvesˇek (eds.), Percepcije slovenske integracijske politike,
453-558. Ljubljana: Institute for Ethnic Studies. Mesojedec-Pervinsˇek, A. (1997), Predpisi o drzˇavljanih in tujcih z uvodnimi pojasnili. Ljub-
ljana: Cˇ Z Uradni list Republike Slovenije. Mesojedec-Pervinsˇek, A. (1999), ‘Ucˇinek mednarodnega prava v notranjem pravu Repub-
like Slovenije na podocˇju drzˇavljanstva’, in Slovensko javno pravo na prehodu v novo tiso-
cˇletje, Dnevi javnega prava Portorozˇ 1999, 647-661. Ljubljana: Insˇtitut za javno upravo. Mole, N. (2001), ‘Multiple nationality and the European Convention on Human Rights’,
2nd European Conference on Nationality: Challenges to national and international law on
nationality at the beginning of the new millennium’, 129-147. Strasbourg: Council of
Europe, Proceedings. www.coe.int. p
g
Policˇ, V. (1993), ‘Kdo ‘‘tukaj dejansko zˇivi’’?’, Pravna Praksa 12 (22): 16-17. Policˇ, V. (1997a), ‘Drzˇavljanstvo RS. Tri odlocˇitve VS RS, v katerih je bilo obravnavano:
nevarnost za javni red drzˇave; nicˇnostni razlog; ugotovitev drzˇavljanstva RS’, Pravna
praksa 16 (17-18): 15-17. Policˇ, V. (1997b), Statusna stanja cˇloveka in drzˇavljana v Republiki Sloveniji. 1. del (part
one). SLOVENIA: FROM CIVIC TO ETHNIC COMMUNITY? 38 Constitutional Court Decision on the request for holding a referendum on Article 40
of the Citizenship Act of the Republic of Slovenia, U-I-266/95-8 of 20 November
1995, Official Gazette of the Republic of Slovenia, No. 69/1995. 39 Until 1995 this function was performed by municipalities and then transferred to
local administrative units by the Act on the Takeover of State Functions Performed
until 31 December 1994 by Municipal Bodies, Official Gazette of the Republic of Slove-
nia, 29/1995, 44/1996 – Constitutional Court Decision. 40 Official Gazette of the Republic of Slovenia, 37/2003 and 39/2006. The officially conso-
lidated text was published in the Official Gazette of the Republic of Slovenia, 59/2006. 41
Official Gazette of the Republic of Slovenia, 44/2006. 42 Official Gazette of the Republic of Slovenia, 35/1996. 43 Official Gazette of the Republic of Slovenia, 7/2002. 44 The Council for Slovenians in Neighbouring Countries is composed of six
representatives of the Slovenian minority in Austria, four from Italy and two from
Hungary
and
Croatia. The
Council for
Slovenians
Abroad
consists
of
four
representatives of Slovenians living in European states, three from South America
and North America respectively, two from Australia and one from Slovenians
residing in other countries around the world. 45 The Statistical Office of the Republic of Slovenia does not gather and analyse data on
naturalisation. Tables in this section draw on data provided by the Ministry of the
Interior. 46 This promise was given by all of the political parties and in the Letter of Good Intent
(Official Gazette of the Republic Slovenia, 40/1990) adopted by the Slovenian Assem-
bly prior to the plebiscite on the autonomy and independence on which all perma-
nent residents could vote. Furthermore, the Constitutional Act Implementing the Ba-
sic Constitutional Charter on the Independence and Sovereignty of the Republic of
Slovenia (Official Gazette of the Republic Slovenia, 1/1991-I) in art. 13 specially provided
that citizens of other republics having permanent residence registered in Slovenia on
the day of the plebiscite and who actually lived there should have equal rights and
duties as Slovenian citizens during the transitional period with regards to the acquisi-
tion of Slovenian citizenship. Questions concerning the correct interpretation of this
document, however, have arisen specifically concerning the implementation of the
Aliens Act. 338 FELICITA MEDVED Bibliography Ljubljana: Center Marketing Int. Radmelicˇ, B. (1994), ‘Pridobitev drzˇavljanstva na ozemlju Slovenije od obdobja Avstro-
Ogrske do konca druge svetovne vojne’, Javna uprava 30 (2): 207-227. Rakocˇevic´, S. (2002), ‘‘‘Izbrisani’’ prebivalci Slovenije, urejanje pravnega statusa drzˇavlja-
nov drugih drzˇav naslednic nekdanje SFRJ v Republiki Sloveniji’, Pravna praksa 21
(32): 8-9. Ziemele, I. (2001), ‘General aspects of nationality and human rights in relation to state
succession’, 2nd European Conference on Nationality: Challenges to national and interna-
tional law on nationality at the beginning of the new millennium’, 149-171. Strasbourg:
Council of Europe, Proceedings. www.coe.int. 11.1.1
Citizenship in federal Yugoslavia (1945-1991) The citizenship laws in the Croatian lands (Croatia, Slavonia and Dal-
matia) that preceded the formation of the ‘first’ Yugoslavia in 1918,
date back to the second half of the nineteenth century. The 1879 Law
on Hungarian Citizenship (art. L) was applied in Croatia and Slavonia,
whereas the laws on Austrian citizenship (arts. 28-32) based on the
1811 (1867) Austrian Civil Code were applied in Dalmatia. In 1918, fol-
lowing the founding of the Kingdom of Serbs, Croats and Slovenes (re-
named the Kingdom of Yugoslavia in 1929), the citizenship issues that
arose due to the break up of the Austro-Hungarian Empire and the
subsequent creation of new states, were largely settled by the post-First
World War peace treaties signed by the new Kingdom with neighbour-
ing countries.6 Yugoslavia only enacted its own law on citizenship in
1928, a law that established a single Yugoslav citizenship. 9
g
g
p
On 28 August 1945, the recently liberated ‘new’ Yugoslavia, a state
that resurrected itself as a federation on the political map of Europe
after the collapse of the Kingdom of Yugoslavia in April 1941, enacted
the Law on Citizenship of Democratic Federal Yugoslavia.7 Art. 35 of
this law provided that everyone who had been a Yugoslav citizen on 28
August 1945 under the 1928 Citizenship Act of the Kingdom of Yugo-
slavia would become a citizen in Democratic Federal Yugoslavia. Yugo-
slav citizenship was primarily based on the principle of descent (ius
sanguinis; see Medvedovic´ 1998: 27-29; Jovanovic´ 1977: 22; Tepic &
Basic 1969: xxxvi). Since it was often impossible to prove former Yugo-
slav citizenship due to the widespread destruction caused by the war,
art. 25 declared that anyone belonging to one of the ‘peoples’ of Yugo-
slavia (that is, to one of the South-Slavic ethnic groups), those born
and raised in the territory of Yugoslavia and the permanent residents
of the Federal People’s Republic of Yugoslavia (FPRY) would be consid-
ered citizens of the FPRY. 11
Croatian citizenship:
From ethnic engineering to inclusiveness Francesco Ragazzi and Igor Sˇtiks1 The politics of citizenship in post-Yugoslav Croatia are deeply marked
by the political climate in which they emerged. The law on Croatian ci-
tizenship was enacted on the day (8 October 1991) that the country’s
declaration of independence from the Socialist Federal Republic of Yu-
goslavia (SFRY) was enacted. The first decade of Croatia’s indepen-
dence was burdened by the 1991-1995 war against Belgrade and mili-
tary involvement in the war in neighbouring Bosnia-Herzegovina, and
dominated by Franjo Tudjman’s overtly nationalist party HDZ2, which
was in power between 1991 and 1999. p
99
999
The new citizenship legislation cannot, therefore, be analysed sepa-
rately from the process of Yugoslavia’s disintegration. Almost all of Yu-
goslavia’s successor states – with some variation according to their spe-
cific context and at a different pace – used their founding documents,
constitutions and citizenship laws as effective tools to accelerate na-
tion-building and to ‘ethnically engineer’ their populations to the ad-
vantage of the majority ethnic group. Croatia was no exception to this
rule.3 In many ways, citizenship laws in Croatia were one of many in-
struments used to create what could be defined as a ‘transnational na-
tionalism’4, a nationalism that, by taking Croatian ethnicity as its core,
aimed not only to homogenise the national population through the ex-
clusion of non-Croats, but also to include all ethnic Croats in a single
national group, regardless of their place or country of residence. The ci-
tizenship laws proved a vital tool in the attempt to achieve this goal. This attempt at both deterritorialised inclusion and targeted exclusion
was limited only by general international standards and norms related
to citizenship laws that the Croatian government of the 1990s was ob-
liged to respect.5 With the death of Franjo Tudjman in 1999 and the subsequent elec-
toral defeat of the HDZ, the beginning of 2000 marked a sharp con-
trast with the practices of the previous decade. Owing in part to demo-
cratic changes within Croatian politics and Croatia’s bid for EU mem-
bership,
the
implementation
of
the
citizenship
laws
began
to
demonstrate more inclusiveness towards ethnic non-Croats, although
the law on citizenship itself remained unchanged. 11
Croatian citizenship:
From ethnic engineering to inclusiveness It is through an ex-
amination of these political conflicts and debates and their historical FRANCESCO RAGAZZI AND IGOR SˇTIKS 340 context that we can best present the normative framework that regu-
lates citizenship in Croatia today. 11.1.1
Citizenship in federal Yugoslavia (1945-1991) Enacted in 1948 was an unusually named
law on deprivation of citizenship (which additionally entailed the con-
fiscation of goods): the Law on the Deprivation of Citizenship for Offi-
cers and Non-Commissioned Officers of the Former Yugoslav Army
Who Do Not Want to Return to the Homeland, and for the Members
of Military Forces Who Have Served the Enemy and Have Defected
Abroad (this law was invalidated in 1962).8 Furthermore, in the same
year the law on citizenship was revised in order to exclude from Yugo-
slav citizenship all citizens of German ethnicity residing abroad on the CROATIAN CITIZENSHIP: FROM ETHNIC ENGINEERING TO INCLUSIVENESS 341 basis of their ‘disloyal conduct toward the national and state interests
of the peoples of FPRY.9’ A special act related to Yugoslav citizenship – the Law on Citizenship
of Persons Residing on the Territory Annexed to Yugoslavia According
to the Peace Treaty with Italy10 – was adopted in 1947 following the
Paris Peace Treaty between Yugoslavia and Italy. According to this Law,
anyone who, as of 10 June 1940, had been a resident of the territories
annexed by Yugoslavia would lose his or her Italian citizenship and ac-
quired Yugoslav citizenship. Ethnic Italians had a one-year period to
opt for Italian citizenship – in effect, to opt for whether they wanted to
live in Yugoslavia or Italy. In addition, an equivalent offer of Yugoslav
citizenship was made to the Slavic population from the contested bor-
derland region between Yugoslavia and Italy. The citizenship of these
groups was later defined by the Memorandum of Understanding be-
tween the Government of Italy, the United Kingdom and Yugoslavia,11
which divided the Free Territory of Trieste (1947-1954) between Italy
and Yugoslavia. Subsequently, their status was regulated by the 1975
Osimo Treaty between Italy and Yugoslavia (Medvedovic´ 1998: 32; Jova-
novic´ 1977: 27-31; see also Medved in this volume). 977
7 3
)
Together with the law on Yugoslav federal citizenship, the republic-
level citizenships of the constitutive republics were established.12 Yugo-
slav citizens were allowed to have only one republic-level citizenship. This measure had very important practical and political consequences. According to the Voting Registers Act of 10 August 1946, only citizens
of a particular republic had the right to vote in that republic. Citizens
from other Yugoslav republics who happened to reside on the territory
of that republic were not allowed to vote there. 11.1.1
Citizenship in federal Yugoslavia (1945-1991) Republican People’s As-
semblies were supposed to be elected only by citizens of these repub-
lics, although some republics, such as Croatia, would later allow both
its citizens and residents to participate in elections of delegates for the
Croatian Parliament (see Hondius 1968: 184). It is important to note
that only republic-level registries of citizens existed in Yugoslavia be-
tween 1945 and 1991.13 During the era of socialist Yugoslavia, three
laws on Yugoslav citizenship were enacted (in 1945/1946, 1964 and
1976), following important constitutional changes in 1945 and 1946,
196314 and 1974. They defined the relationship between federal-level
and republic-level citizenship. Art. 1, para. 2 of the 1945/46 Law on Yu-
goslav citizenship stated that: ‘Every citizen of a people’s republic is si-
multaneously a citizen of FPRY and every citizen of FPRY is principally
a citizen of a people’s republic.’ The 1964 Law provided for a united Yu-
goslav citizenship (art. 1), made republic-level citizenship conditional
upon federal citizenship, and declared that the republic-level citizen-
ship would be lost with the loss of federal citizenship (art. 2, para. 2).15
The 1976 Law on Yugoslav citizenship contained a similar provision FRANCESCO RAGAZZI AND IGOR SˇTIKS 342 and added an article (22) on how to resolve disputes caused by the re-
publics’ laws on citizenship.16 These norms regulated the citizenship
status of a child either according to the citizenship laws in force in the
republic of which the child’s parents were citizens or, if the parents did
not have the same citizenship, according to the citizenship laws of the
republic where the child was born. The norms also offered an option
for parents of different citizenships to agree on the citizenship of their
child. If the parents could not agree, the child was granted a possibility
of naturalising in the republic of his or her birth. Not surprisingly for
the confederated structure that Yugoslavia progressively became after
the late 1960s, these adopted norms show some similarities to the
norms of international law in cases of legal collisions among sovereign
states (Jovanovic 1977: 53). (J
977 53)
The republic-level laws on citizenship were fashioned to harmonise
with the federal law on citizenship, but in fact they varied from one re-
public to the other. They were adopted in three waves: in 1950, in 1965
and in the period between 1975 and 1979. CROATIAN CITIZENSHIP: FROM ETHNIC ENGINEERING TO INCLUSIVENESS CROATIAN CITIZENSHIP: FROM ETHNIC ENGINEERING TO INCLUSIVENESS 343 As shown above, citizenship in the socialist Yugoslavia was bifur-
cated into a federal citizenship, on the one hand, and a republic-level
citizenship, on the other hand. According to art. 249 of the last (1974)
SFRY Constitution, citizens possessed a ‘single citizenship of SFRY’
and every citizen of a republic was ‘simultaneously’ a citizen of SFRY. The third line of the article offered an important right to all federal citi-
zens: ‘a citizen of a republic on the territory of another republic has
the same rights and obligations as the citizens of that republic.’ g
g
Yugoslav citizens were thus, in principle, able to choose their repub-
lican citizenship depending on their residency or employment. Never-
theless, since the republican citizenship was of no practical relevance,
citizens usually did not change their republican citizenship status if
they moved to another republic, and often they did not even register
changes of residence. Internal Yugoslav migration established strong
personal and family ties across republican borders, whilst economically
motivated migrations and the resettlement of federal administration
personnel resulted in a considerable number of individuals living out-
side of their republic of origin. This in turn affected the balance be-
tween ethnic groups in Yugoslav republics to a certain degree. From
the moment of Yugoslavia’s dissolution, federal citizenship ceased to
exist and the previously irrelevant republic-level citizenship became the
main criterion for the initial determination of citizenship in the succes-
sor states. The ‘internal’ Yugoslav migrants, residing in a republic
whose citizenship they did not possess and to whose ethnic majority
they did not belong, were the first to suffer the consequences of the
new citizenship regimes. 11.1.1
Citizenship in federal Yugoslavia (1945-1991) In 1950, the Citizenship of
the People’s Republic of Croatia17 provided that the basic principle for
acquisition of Croatian republican citizenship was ius sanguinis. How-
ever, if parents of a newborn child had different republican citizen-
ships, the child could acquire Croatian citizenship if both parents
agreed. If they did not agree and they had residence in Croatia, the
child would automatically acquire Croatian citizenship. If the parents
did not have residence in Croatia but the father had Croatian citizen-
ship, the child would become a Croatian citizen as well. The 1965 Law on Citizenship of the Socialist Republic of Croatia
brought
some
changes.18
Croatian
citizenship
was
automatically
granted if a child was born in Croatia and both parents had Croatian ci-
tizenship. In all other cases, parents had to agree on the child’s citizen-
ship. Nevertheless, the law offered a possibility to any SFRY citizen to
opt for Croatian citizenship without being born or residing there and
regardless of his or her ethnicity (UNHCR 1997: 16). In the 1977 Law on Citizenship of the Socialist Republic of Croatia19
we can observe some new changes related to the acquisition of Croa-
tian citizenship. Ius sanguinis principle remained the automatic criter-
ion for acquiring Croatian citizenship; if both parents were Croatian ci-
tizens, the child would automatically become a Croatian citizen. How-
ever, if only one parent was a Croatian citizen, the parents had to
agree. In cases in which the parents did not agree or did not sign a
statement within two months following the birth of their child, Croa-
tian citizenship was automatically accorded to the child if the parents
had permanent residence in Croatia. If the parents did not have perma-
nent residence in Croatia, the child would acquire Croatian citizenship
if his or her birth was registered in Croatia’s register of births.20 11.1.2
Croatian citizenship since 1991 11.1.2
Croatian citizenship since 1991 p
99
The Croatian declaration of independence of 25 June 1991 – which en-
tered into force on 8 October 1991 after a three-month moratorium
brokered by the international community – was based on the referen-
dum on Croatian independence of 19 May 1991. Croatian citizens were
essentially asked to vote – which they did in huge numbers – in favour
of recognising the Republic of Croatia as a sovereign and independent state
that guarantees the Serbs and members of other nationalities in
C
ti
lt
l
t
d ll i ht
f
iti
21 However, Croatian Serbs generally boycotted the referendum and even
held their own to express their desire to remain part of Yugoslavia. However, Croatian Serbs generally boycotted the referendum and even
held their own to express their desire to remain part of Yugoslavia. Six months previously, in December 1990, the new Croatian consti-
tution had proclaimed ‘the Republic of Croatia as the national state of
the Croatian people and the state of members of other nations and FRANCESCO RAGAZZI AND IGOR SˇTIKS 344 minorities who are its citizens.’ The new Constitution, adopted after
the first democratic elections in Croatia, replaced the 1974 Constitution
of the Socialist Republic of Croatia, which had defined Croatia ‘as a na-
tional state of the Croatian people, state of the Serbian people in Croatia
[emphasis added] and state of nationalities living on its territory’ (art. 1). Although the referendum question, together with the Constitution
itself, mentioned the rights of ethnic minorities and their equal status
in new Croatia, the constitutional definition of Croatia as primarily an
ethnically Croatian state had a direct impact on the new citizenship
law (which entered into force simultaneously on 8 October 1991).22
The law was conceived on the basis of two major principles: legal conti-
nuity with citizenship of the Socialist Republic of Croatia and Croatian
ethnicity (see Omejec 1998: 99). All holders of the former Croatian republican citizenship became ci-
tizens of the new state ex lege (art. 30, para. 1). All other residents be-
came aliens overnight, irrespective of how long they had resided in
Croatia. Their naturalisation as Croatians was regulated by art. 8 of the
Law on Croatian Citizenship. 11.1.2
Croatian citizenship since 1991 According to this article, in order to be
naturalised a resident must have at least five years of registered resi-
dence in Croatia, provided that the following conditions were met: that
he or she had renounced a foreign citizenship or will submit proof that
he or she will be released from a previous citizenship if admitted to
Croatian citizenship; that he or she is proficient in the Croatian lan-
guage and Latin script; that it can be concluded from the applicant’s
conduct that he or she is attached to the legal system and customs of
the Republic of Croatia; and finally, that he or she accepts the Croatian
culture [emphases added].23 The law put those with less than five years of registered residence
and those who were unable to prove that they had been released from
foreign citizenship (i.e. previous republican citizenship)24 in a particu-
larly difficult position. In a context in which Croatia was at war with
the Yugoslav Federation (which initially consisted of the Republics of
Serbia, Montenegro, Macedonia and Bosnia-Herzegovina and then pro-
gressively shrank to just Serbia and Montenegro) it was virtually im-
possible to satisfy this condition. Only aliens born in the territory,
spouses, emigrants and those whose citizenship was of interest to
Croatia did not have to prove release from their previous citizenship
under the naturalisation procedure. However, the first two categories
have to fulfil more requirements than the latter two. Moreover, all ap-
plicants for naturalisation have to prove that they accept the Croatian
legal system, customs and culture (see section 11.2.1.3 for further de-
tails). Between 1991 and 1993 decisions on applications, which are
made by the Ministry of Internal Affairs, were discretionary, since the
Ministry was not obliged to state its reasons for refusing a request. In CROATIAN CITIZENSHIP: FROM ETHNIC ENGINEERING TO INCLUSIVENESS 345 1993 the Constitutional Court ordered the Ministry in charge to begin
explaining its decisions.25 The ethnocentric features of the 1991 Citizenship Law were con-
firmed again in the transitional provisions, determining the initial citi-
zenry of Croatia and including a special mode of acquiring citizenship
for ethnic Croats who were registered but did not possess Croatian re-
public-level citizenship. They could acquire Croatian citizenship by de-
claration, i.e. by issuing a written statement to the police that they con-
sidered themselves Croatian citizens. 11.1.2
Croatian citizenship since 1991 11 facilitated the naturalisation of the Croatian eth-
nic emigrants and their descendents, even if they did not satisfy the
conditions stated in art. 8 regarding proficiency in the Croatian lan-
guage. g
g
Since legal continuity with previous citizenship of the Socialist Re-
public of Croatia was the determining factor for the establishment of
the initial citizenry of the newly independent state, the Republican Re-
gistrar’s Office was supposed to issue certificates on Croatian citizen-
ship. Problems occurred, however, when an individual was registered
but his or her republican citizenship was not Croatian (for instance,
the father’s republican citizenship was sometimes used to determine
the republican citizenship of a child), or if no republican citizenship
was officially recorded. In the former cases, the persons were consid-
ered aliens and had to apply for naturalisation, whereas the latter were
sent to police agencies to have their citizenship determined or were al-
lowed to register as Croatian citizens – according to art. 30, para. 2 – if
they were able to prove Croat ethnic origins (UNHCR 1997). If they
were not able to provide the necessary proof (or were simply of a differ-
ent ethnicity), they were considered aliens by law. But how could some-
one actually prove his or her Croat ethnic origins? Any official docu-
ment released by SFRY or republican authorities in which a person de-
clared himself to be ethnically Croat usually sufficed, but sometimes
more unusual documents, such as Catholic Church certificates (among
South Slavs born south of Slovenia being a Roman Catholic has been
considered the strongest proof of someone’s ‘Croatness’) were also ac-
cepted by state authorities.28 The citizenship status of Croatia’s Serb minority in the Krajina re-
gion was particularly problematic.29 Given the fact that in 1991 the
Croatian Serb militia, with the help of the Yugoslav federal army, took
control of almost one-third of Croatia’s territory (mostly in the Krajina
region but also in Central and Eastern Slavonia), the citizenship status
of the ethnic Serb population living in these regions remained unre-
solved for almost a decade. Croatian Serb refugees, who fled or were
forced to leave Krajina during and after the Croatian military takeover
in 1995 and found themselves in Serbia or Bosnia-Herzegovina (in the
Serb entity), were in a particularly difficult situation. 11.1.2
Croatian citizenship since 1991 Once the police had checked
whether the individual in question had fulfilled the above require-
ments, he or she was then entered into the citizenship registry (see art. 30, para. 2).26 In 1993, the Croatian Constitutional Court rejected the
petition filed by the Social Democratic Union demanding the removal
of the entire art. 30 on the basis of the latter’s discrimination against
non-Croats in the same position. The Court stated that the Croatian Ci-
tizenship Law respected international law on statelessness and that it
did not threaten to ‘leave a person without citizenship’, since all SFRY
citizens had to have a republic-level citizenship. Furthermore, the
Court stated that the Law itself did not explicitly revoke anyone’s citi-
zenship (UNCHR 1997: 17). (
997
7)
Not only does the law lay down a specific procedure of acquiring
Croatian nationality for residents of Croatian ethnicity in the article de-
termining the initial citizenry of Croatia, it also offers facilitated natur-
alisation to emigrants and their descendents, who accept the Croatian
legal system, customs and culture (art. 12). Moreover, it paves the way
for ethnic Croats without previous or current residence in Croatia to
obtain Croatian nationality by declaration (art. 16). There is in fact a
large population of Croats living abroad. Non-resident Croats can be
classified in two categories. The first category is composed of the des-
cendents of emigrants who left Croatian territory. This comprises the
1880-1914 migration, mainly to the Americas. About 600,000 Croats
were believed to be living in North America by 1914 (Holjevac 1968:
23). This flow continued in the 1920s and 1930s. However, it also com-
prises the post-Second World War emigration of about 300,000 people
(Bilandzˇic´ 1985: 9) who fled Communist Yugoslavia, as well as an esti-
mated number of 1,100,000 ‘gastarbeiter’ and their descendents27 who
remained in their mainly European countries of destination (Baskin
1986: 27). The second ‘diaspora’ category is composed of Croats from
Bosnia and Herzegovina, who represent about 16 per cent of the total
population of that country. Despite the fact that they were one of the
‘constitutive peoples’ of the Republic of Bosnia and Herzegovina, they
were considered potential Croatian citizens in ‘diaspora’. Indeed, art. 16 facilitated the naturalisation of ethnic Croats living in the ‘near
abroad’ (former Yugoslav republics), especially for those in Bosnia-Her- 346 FRANCESCO RAGAZZI AND IGOR SˇTIKS zegovina, while art. CROATIAN CITIZENSHIP: FROM ETHNIC ENGINEERING TO INCLUSIVENESS CROATIAN CITIZENSHIP: FROM ETHNIC ENGINEERING TO INCLUSIVENESS 347 With the death of Croatia’s President Franjo Tudjman and the subse-
quent defeat of his party (HDZ) in the 2000 parliamentary elections,
Croatia declared its willingness to quickly satisfy all the conditions ne-
cessary for EU membership. As a consequence, the situation regarding
citizenship policy has significantly improved. Although there have as
yet been no changes in the text of its citizenship law, the administrative
implementation reveals a greater degree of inclusiveness towards eth-
nic non-Croats – without, however, withdrawing privileges offered to
ethnic Croats outside the country. Today, Croatian Serb refugees face
no significant obstacles in acquiring proof of Croatian citizenship,
although some issues related to the citizenship policies of the 1990s
remain unresolved.30 The EU stated that the return of these refugees
to Croatia and the full restitution and reparation of their material goods
was an important political condition for Croatia’s membership talks. 11.2.1
Acquisition of Croatian citizenship 11.2.1
Acquisition of Croatian citizenship The 1991 Law on Croatian Citizenship as amended in 1992 offers four
modes of acquiring Croatian citizenship: 2. acquisition by birth on the territory of the Republic of Croatia; 3. acquisition through naturalisation; 4. acquisition through international treaties. The last of these is not explicitly discussed in the citizenship regula-
tions, since the treaties themselves regulate the modalities for acquir-
ing Croatian citizenship. The only treaty of interest here is the agree-
ment on dual citizenship signed by Croatia and Bosnia-Herzegovina on
29 March 2007 but not yet ratified (see section 11.2.3 below). 11.1.2
Croatian citizenship since 1991 They were all leg-
ally Croatian citizens but did not possess a certificate of Croatian citi-
zenship (domovnica) and, therefore, could not claim all their rights as
Croatian citizen. Up until the political changes in 2000, the Croatian
authorities imposed numerous obstacles to prevent ethnic Serb refu-
gees from acquiring valid documents (certificates on citizenship, pass-
ports, etc.) testifying to their nationality – the goal being to make their
return to Croatia and the restitution of their goods impossible (see re-
port on Croatia in Imeri 2006: 129-131). 11.2.1.3 Acquisition by naturalisation 11.2.1.3 Acquisition by naturalisation
Naturalisation has been pointedly used to grant Croatian citizenship to
former citizens of SFRY who did not fulfil the criteria of art. 30 para. 1. and para. 2 that regulate the initial determination of the Croatian citi-
zenry (see section 11.1.2 for further details). Following the description
of Omejec (1998), Croatian citizenship legislation foresees two modes
of acquiring Croatian citizenship through naturalisation: ‘regular’ and
‘facilitated’ naturalisation. It also considers the case of minors, and the
case of individuals who can be ‘reintegrated’ into the Croatian citi-
zenry. 11.2.1.2 Acquisition by birth on the territory q
y
y
As is common practice in all European states, art. 7 adds a residual di-
mension of ius soli in order to prevent statelessness: a child who was
born or found on the territory of the Republic of Croatia acquires Croa-
tian citizenship if both of his or her parents are unknown or of un-
known citizenship or if they are stateless persons. However, the child
loses his or her Croatian citizenship if by the time he or she is fourteen
both of his or her parents are recognised as foreign citizens. 11.2.1.1 Acquisition by descent q
y
As regulated in art. 4 and art. 5, the principle of descent – ius sangui-
nis, the dominant principle for the acquisition of Croatian citizenship
– applies when (1) both parents are Croatian citizens at the time of a
child’s birth, irrespective of the place of birth; (2) one parent is a Croa-
tian citizen and the child is born in the Republic of Croatia; (3) one par-
ent is a Croatian citizen and the other parent is stateless or of un-
known citizenship and the child is born abroad; (4) one parent is a
Croatian citizen and the other parent is a foreign citizen or of un-
known citizenship and the child is born abroad, provided that the
child, before turning eighteen, either (a) has been registered as a resi- FRANCESCO RAGAZZI AND IGOR SˇTIKS 348 dent in the territory of the Republic of Croatia or (b) has been regis-
tered with Croatian authorities, abroad or in Croatia; (5) one parent is a
Croatian citizen and the other parent is a foreign citizen or of un-
known citizenship and the child is born abroad, even if the child does
not comply with the above mentioned conditions, if he or she would
otherwise be left stateless; finally (6) a stateless child, or a child of for-
eign citizenship, has access to Croatian citizenship if he or she is
adopted by Croatian citizens. There is no provision in the law specify-
ing the number of generations that can benefit from the acquisition of
citizenship by descent. Moreover, those born abroad who do not satisfy
the above conditions can acquire citizenship through two other provi-
sions: art. 11 (concerning emigrants) and art. 16 (concerning ethnic
Croats who do not reside in the Republic of Croatia). 11.2.1.2 Acquisition by birth on the territory Facilitated naturalisation The procedure of facilitated naturalisation is used when, in spite of the
fact that some of the conditions listed above are not fulfilled, there is
an intention to admit an alien into the Croatian citizenry. There are
several grounds on which an alien can be naturalised in this way: 1. Art. 9 allows for granting citizenship to aliens who were born in
the Republic of Croatia, have had five years of residence prior to
their application and for whom it can be concluded from their beha-
viour that they have respected the legal order, the customs and the
culture of the Republic of Croatia. Hence, this specific group of ap-
plicants does not have to fulfil conditions 1, 2 and 4 of the regular
naturalisation procedure.31 2. Art. 10 allows for the spouse of a Croatian citizen with permanent
residency in the Republic of Croatia to obtain Croatian citizenship,
provided that it can be concluded from his or her behaviour that he
or she respects the legal order, the customs and the culture of the
Republic of Croatia. 3. Emigrants, their descendants and their spouses are similarly
granted citizenship following art. 11, even if they do ‘not meet the
prerequisites from art. 8, paragraph 1, points 1-4’. An emigrant is
defined as a ‘person who has emigrated from Croatia with the in-
tention to live permanently abroad’. There is no specification in the
law as to the number of generations entitled to apply through art. 11. This opens a possibility to all emigrants and their descendents
to acquire Croatian citizenship. Candidates have to show documents
proving the emigration from the territory of the Republic of Croatia,
and the connection to the original emigrant (through birth and
marriage certificates). g
)
4. According to art. 12, any foreign citizen, as well as his or her
spouse, can be granted Croatian citizenship by the competent min-
istry if this is deemed to be in the interest of the Republic of Croatia
(upon condition, as always, that it can be concluded from his or her
behaviour that he or she respects the legal order, the customs and
the culture of the Republic of Croatia). 4. According to art. Regular naturalisation Regular naturalisation g
In order to obtain Croatian citizenship, an alien is required to fulfil the
following requirements contained in art. 8. The foreign national must: g
In order to obtain Croatian citizenship, an alien is required to fulfil the
following requirements contained in art. 8. The foreign national must: 1. be at least eighteen years old when submitting his or her request; 2. have renounced any foreign citizenship, or submit proof that he or
she will be released from other citizenships; 3. have had registered residence in the territory of the Republic of
Croatia for at least five years; 4. be familiar with the Croatian language and the Latin alphabet. CROATIAN CITIZENSHIP: FROM ETHNIC ENGINEERING TO INCLUSIVENESS 349 5. Moreover, it must be concluded from his or her behaviour that he
or she respects the legal order, the customs and the culture of the
Republic of Croatia. This particular provision (art. 8.1.5) of the law
has been often used in the past by the Ministry of Interior (the Min-
istry in charge of determining the validity of naturalisation applica-
tions) to deny Croatian citizenship to ethnic non-Croats with long-
term residence in Croatia. 5. Moreover, it must be concluded from his or her behaviour that he
or she respects the legal order, the customs and the culture of the
Republic of Croatia. This particular provision (art. 8.1.5) of the law
has been often used in the past by the Ministry of Interior (the Min-
istry in charge of determining the validity of naturalisation applica-
tions) to deny Croatian citizenship to ethnic non-Croats with long-
term residence in Croatia. 5. Moreover, it must be concluded from his or her behaviour that he
or she respects the legal order, the customs and the culture of the
Republic of Croatia. This particular provision (art. 8.1.5) of the law
has been often used in the past by the Ministry of Interior (the Min-
istry in charge of determining the validity of naturalisation applica-
tions) to deny Croatian citizenship to ethnic non-Croats with long-
term residence in Croatia. Acquisition by declaration Art. 16, quite problematically, grants citizenship to any ‘member of the
Croatian people who does not have a place of residence in the Republic
of Croatia […] if he or she meets the prerequisites of art. 8.1.5 of this
Law and if he or she issues a written statement that he or she consid-
ers himself or herself to be a Croatian citizen.’32 Reacquisition of Croatian citizenship q
f
p
On top of the legal dispositions for the naturalisation of aliens, there
are provisions for reacquisition of citizenship by former Croatian citi-
zens who have lost it. There are two main possibilities for ‘reintegrat-
ing’ people into the Croatian citizenry. According to art. 15, Croatian ci-
tizenship can be granted again to an individual who had to renounce
his or her Croatian citizenship for another citizenship in order to ‘con-
duct a profession or a business’, even if he or she does not meet the
prerequisites of art. 8.1.1-4. Another case concerns individuals who
have lost their citizenship as minors. According to art. 23, children of
Croatian citizens whose citizenship has been revoked (art. 20) or re-
nounced by their parents while they were minors (art. 22) can regain
citizenship if they reside for one year in the territory of the Republic of
Croatia and issue a written statement stating that they consider them-
selves Croatian citizens. Facilitated naturalisation 12, any foreign citizen, as well as his or her
spouse, can be granted Croatian citizenship by the competent min-
istry if this is deemed to be in the interest of the Republic of Croatia
(upon condition, as always, that it can be concluded from his or her
behaviour that he or she respects the legal order, the customs and
the culture of the Republic of Croatia). FRANCESCO RAGAZZI AND IGOR SˇTIKS 350 f
The Law on Croatian Citizenship does not allow minors to acquire
Croatian citizenship independently of their parents. According to art. 13, there are three possibilities for a child to acquire Croatian citizen-
ship through naturalisation: (1) if both parents acquire citizenship by
naturalisation; (2) if only one parent acquires citizenship by naturalisa-
tion and the child lives in the Republic of Croatia; or (3) if only one par-
ent acquires citizenship by naturalisation and the other is a stateless
person or a person of unknown citizenship and the child is living
abroad. Finally, according to art. 14, a child adopted by a Croatian citi-
zen with parental effect can be naturalised according to the facilitated
procedure even if he or she does not meet the prerequisites defined in
art. 8.1.1-4. 11.2.2.2 Renunciation
d According to Omejec (1998: 122), the purpose of the right to renounce
Croatian citizenship is to not restrict the freedom of choice of those in
possession of dual citizenship. Croatian citizens have the right to re-
nounce citizenship if they are over eighteen, have a foreign citizenship
and reside abroad. The children of these citizens, if they are minors,
are considered in the same way as their parents, although they can re-
claim their lost citizenship, as explained above. 11.2.2.3 Lapse or withdrawal of citizenship
The Croatian citizenship regulations do not specify cases in which citi-
zenship is lost against the will of the person affected. Contrary to most
countries, there are no provisions concerning, for example, treason or
service in a foreign army. 11.2.2 Loss of Croatian citizenship According to art. 17, there are three principal ways in which Croatian
citizenship can be terminated: (1) release,33 (2) renunciation or (3)
through international treaties. The last of these, as is the case for the CROATIAN CITIZENSHIP: FROM ETHNIC ENGINEERING TO INCLUSIVENESS 351 acquisition of citizenship, is not explicitly discussed in citizenship reg-
ulations for the above-mentioned reasons. 11.2.2.1 Release Release from citizenship by the state authorities, is regulated by art. 18
and art. 19. Release from citizenship cannot be obtained by a Croatian
citizen who at the moment of the request is charged and prosecuted ex
officio, or as long as he or she has not served his or her sentence. In ad-
dition, the citizen must be at least eighteen years old, must have ful-
filled his military service obligations, must have paid taxes and must
have fulfilled any obligations to his or her spouse, parents and chil-
dren. Moreover, proof of a foreign citizenship or evidence that the for-
eign citizenship will be granted must also be submitted. The price of
this procedure is, however, unusually high for an ordinary Croatian ci-
tizen. It is currently fixed at 3,600 kunas, i.e. approximately 500 euros,
which is just below the average monthly wage in Croatia.34 11.2.3 Dual citizenship The question of dual citizenship is rather ambiguously treated. Two ar-
ticles are in fact in partial contradiction. On the one hand, art. 2 expli-
citly states that Croatian citizens may have another citizenship, even if
it is not recognised by the Republic of Croatia: ‘the citizen of the Re-
public of Croatia who has foreign citizenship is, before the state autho-
rities of the Republic of Croatia, to be considered a Croatian citizen ex-
clusively’. On the other hand, art. 8 specifies that a foreign national
who intends to acquire Croatian citizenship has to renounce his or her
current citizenship (art. 8.1.2). In practice, members of the Croatian
‘diaspora’ in the US, Canada, Australia, Germany and other countries FRANCESCO RAGAZZI AND IGOR SˇTIKS 352 have been able to obtain Croatian citizenship quite easily and maintain
their other citizenship. The same is true for citizens of Bosnia and Her-
zegovina.35 11.3
Current political debates and planned changes Since its adoption in 1991, the Croatian Law on Citizenship has been
heavily criticised, particularly by NGOs and international human rights
agencies, as well as by some non-nationalist political parties, for its eth-
nic overtones, open discrimination against ethnic non-Croats and Croa-
tia’s policy of granting its citizenship to ethnic Croats abroad, particu-
larly to those living in the ‘near abroad’ in Bosnia-Herzegovina. In spite
of these occasional calls for changes to the text of the law, the 1991
Law, although amended, is still in force. Nevertheless, with the accel-
eration of Croatia’s membership negotiations with the EU, changes to
the law itself were announced by government officials in relation to
Croatia’s adoption of the European Convention on Nationality. The Croatian Parliament (Hrvatski Sabor) was supposed to adopt the
European Convention on Nationality in 2006. Art. 5 of the Convention
explicitly forbids discrimination on ethnic, religious or racial grounds,
and since the Council of Europe had already required Croatia to change
its law on citizenship, it was made clear by the Croatian authorities
that the law – especially the controversial points regarding unequal
treatment of individuals of non-Croat ethnicity regarding the residency
requirement – would be rewritten. If the Convention had been
adopted, it would have been more difficult for ethnic Croats perma-
nently residing outside Croatia to obtain citizenship without satisfying
the usual requirements of current residence in Croatia. Some other
provisions that discriminate against non-ethnic Croatian residents
should likewise have been removed. However, the ruling conservative
party (HDZ, Croatian Democratic Union) blocked the adoption of the
Convention in the Sabor – even though the adoption of the Convention
had actually been proposed by a government dominated by the HDZ –
fearing it would automatically and detrimentally influence relations be-
tween Croatia and the Croat ethnic diaspora, in particular Bosnia-Her-
zegovina’s Croats. Interestingly, at almost the same time in 2006, Italy
adopted a law granting Italian citizenship to a number of descendants
of Italian ethnic origin who live in the Slovene and Croatian territories
that were annexed by Italy in the inter-war period or during the Second
World War. This move provoked a fierce reaction from both Slovenia
and Croatia. 11.3
Current political debates and planned changes Some senior Croatian politicians (many from the HDZ)
complained that Italy had deliberately created citizens with a ‘double
loyalty’, clearly forgetting that granting Croatian citizenship to ethnic CROATIAN CITIZENSHIP: FROM ETHNIC ENGINEERING TO INCLUSIVENESS 353 Croats from Bosnia-Herzegovina – one of three constituent peoples in
that country – resulted in precisely the same kind of ‘double loyalty’. 36 y
p
y
y
y
It is certain that the HDZ had in mind a controversial Croatian elec-
toral law that creates a special electoral constituency for the Croatian
diaspora. The vast majority of votes in this constituency come from the
Bosnian Croats, who vote predominantly for the HDZ and other na-
tionalist parties. The outcome of recent parliamentary elections in
Croatia (November 2007) clearly reveal all of the particularities of the
current situation in Croatia. The HDZ eventually won the elections by
a tiny margin thanks, in large part, to the votes from the diaspora con-
stituency,37 the majority of which came from Bosnia-Herzegovina. This
electoral unit had been boycotted by the largest opposition party, the
Social-Democratic Party and other non-nationalist and left-leaning par-
ties, which continue to demand changes in the electoral law. One can
thus witness parallel attempts to, on the one hand, preserve the ethno-
centric character of the state – most obviously by maintaining strong
ties to and influence on Croatian ethnic population in Croatia’s ‘near
abroad’ – and, on the other, to demonstrate a high degree of political
inclusion of ethnic minorities in conformity with the democratic
norms of the EU. After the 2007 parliamentary elections, and in har-
mony with this new euro-compatible face of Croatia, one of the highest
positions in the government was offered to a member of the largest
ethnic Serb party in Croatia for the first time since 1991. 11.4
Statistical developments It is very difficult to obtain comprehensive statistical data related to citi-
zenship matters in independent Croatia. After several enquiries direc-
ted at the Croatian Ministry of Interior, the authors received the follow-
ing response in June 2008: In the period between 2002 and 2007, 53,095 requests for ac-
quisition of Croatian citizenship were favourably resolved, and
11,321 requests were denied. During the same period, the re-
quests for acquisition of Croatian citizenship submitted by 7,057
persons were suspended or rejected. In the period between 2002 and 2007, 53,095 requests for ac-
quisition of Croatian citizenship were favourably resolved, and
11,321 requests were denied. During the same period, the re-
quests for acquisition of Croatian citizenship submitted by 7,057
persons were suspended or rejected. We would like to underline that we are communicating the
above-cited data with reservations, and that we cannot be held
responsible for their accuracy. We do not have the technical facil-
ities necessary to generate exact statistical data. In the above-
mentioned period, there were no unified parameters for the sta-
tistical treatment of data related to the acquisition of Croatian ci-
tizenship. As for the period between 1991 and 2001, we are un- FRANCESCO RAGAZZI AND IGOR SˇTIKS 354 able to communicate the required data. During this period, no
statistical data was produced in relation to the resolved requests
for acquisition of Croatian citizenship, because there was no
adequate informational system for this database. It is difficult to assess the reliability of this statement. On the one
hand, the first years of independence in the Republic of Croatia were
marked by war and considerable administrative reorganisation. This
gives credence to the Ministry’s claims. On the other hand, the highly
politicised question of Croatian citizenship, as well as the ‘ethnic engi-
neering’ aspect of the citizenship policies are obviously something that
the Croatian government does not want to see quantified. The authors
find the statement that between 1991 and 2001 (ten years!) there was
‘no adequate informational system for this database’ surprising. The
fact that another author (Omejec 1998) was able to obtain some data
for that period and that these data were quoted in an UNHCR report
(1997), confirms that some statistical data must be available. 11.5
Conclusions The Croatian case confirms that the dominant paradigm of ethnic citi-
zenship has not been radically challenged in the Balkans, except in
those countries (Bosnia-Herzegovina, Kosovo and, to a large extent,
Macedonia) that are under direct international supervision and where
the UN and the EU have strong civilian, police and military missions. Since 2000, however, we have generally witnessed a greater degree of
inclusiveness and less discrimination on ethnic grounds, as well as an
increased sensitivity to the political aspirations of ethnic minorities
(most clearly in the EU candidate countries, Macedonia and Croatia). Nonetheless, in countries such as Slovenia, Croatia and Serbia, where
the EU is not in a position to directly control lawmakers or the beha-
viour of the state apparatus, the pressure coming from Brussels is
mostly concentrated not on eventual changes in citizenship legislation,
but rather on the administrative practice and political life of the coun-
tries in question. In order to satisfy the political conditions for EU membership, Croa-
tia is demonstrating – even in the behaviour of its leading conservative
politicians – more political inclusiveness towards the Serb minority
and, in general, is acting as a democratic state that does not discrimi-
nate on an ethnic basis (as was the case during the 1990s). Neverthe-
less, it continues to do everything it can to preserve the strong ties it
has established with its diaspora (again, primarily in Bosnia-Herzegovi-
na) and here Croatian citizenship granted to ethnic Croats abroad plays
a crucial role. The diaspora voting machine, based mainly in the Croat-
populated Western Herzegovina, has been repeatedly used by the main
Croatian right-wing party (HDZ) at the time of elections as a political
chip in Croatian internal politics. Nevertheless, we can conclude that,
beyond electoral campaigns, Croatia’s bid for EU membership relegates
the question of Croatian ethnic diaspora from the political sphere to
the spheres of educational, cultural and social ties. Since Croatia seems to be on a fast track to joining the EU, it is im-
portant to point out that Croatia’s membership will automatically create
more than 500,000 EU citizens permanently residing in a non-EU
country. The Croatian policy of granting citizenship to ethnic Croats in
Bosnia-Herzegovina will thus indirectly affect all other EU Member
States as well. 11.4
Statistical developments In the period from October 8, 1991, to June 30, 1995, the Minis-
try of Internal Affairs of RC [Republic of Croatia] resolved
557,379 requests for determination of Croatian citizenship ac-
cording to art. 30 para. 1 LCC [Law on Croatian Citizenship]. Ac-
cording to the analysis, these cases mostly involved citizens of
the former SFRY with a residence in SRC [Socialist Republic of
Croatia] who were not registered in the citizens’ registry of SRC
or were registered after February 29, 1978 yet did not have a citi-
zenship recorded in the ‘republican citizenship’ section, and
their citizenship was disputable. There is no data regarding how
many of the 557,379 requests submitted on the grounds of art. 30 para. 1 LCC were denied. In the same period (October, 8,
1991 – June, 3, 1995) the MIA of RC resolved 394,910 requests
for subsequent registration on the grounds of art. 30 para. 2
LCC. These cases mostly involved ethnically Croatian individuals
who were not citizens of SRC, but who had a residence on its
territory and submitted a statement that they considered them-
selves to be Croatian. Therefore, in the period from October 8,
1991, to June 30, 1995, 952,331 procedures for determination of
Croatian citizenship were executed on the basis of art. 30 LCC
(Omejec 1998: 116).38 CROATIAN CITIZENSHIP: FROM ETHNIC ENGINEERING TO INCLUSIVENESS 355 www.sluzbenilist.co.rs
(in Serbo-Croatian) www.sluzbenilist.co.rs
(in Serbo-Croatian) 1946
Citizenship for Officers
and Non-Commissioned
Officers of the Former
Yugoslav Army Who do not
Want to Return to the
Homeland, and for the
Members of Military
Forces Who Have Served
for the Enemy and Have
Defected Abroad
(No. 64/1945; No. 86/
1946) 1964
Law on Yugoslav
Citizenship
(No. 38/1964;
No. 42/1964) 1950
Citizenship of the People’s
Republic of Croatia
(No. 23/1950) 1948
Amendment and Revision
of the Law on Citizenship
(No. 105/1948) www.sluzbenilist.co.rs
(in Serbo-Croatian) www.sluzbenilist.co.rs
(in Serbo-Croatian) Date
Document
1947
Law on Citizenship of
Persons Residing in the
Territory Annexed by
Yugoslavia according to
the Peace Treaty with Italy
(No. 104/1947) 11.5
Conclusions To sum up, the case of Croatia demonstrates how sticks and carrots
employed by the EU could alter relations between a nationalising state
and its internal minorities as well as between a kin state and its ethnic
diaspora in the ‘near abroad’. At the same time, it shows how the latter
relations can be preserved – even if they remain politically dormant –
within the institutional framework of the EU. We thus witness parallel 356 FRANCESCO RAGAZZI AND IGOR SˇTIKS attempts to integrate a country into the supranational institutions of
the EU, democratise its political life and clearly show political and so-
cial inclusiveness towards ethnic minorities, but also to maintain a
transnational ethnic community by using ethno-centric citizenship
laws. Chronological list of citizenship-related legislation in Yugoslavia/Croatia
Date
Document
Content
Source
1811/
1867
Austrian Civil Code (arts. 28-32)
Regulates the citizenship
status of citizens living in
Dalmatia placed under the
Austrian rule within the
Austro-Hungarian Empire
1879
Law on Hungarian
Citizenship (Article ‘L’)
Regulates the citizenship
status of citizens living in
Croatia and Slavonia
placed under Hungarian
rule within the Austro-
Hungarian Empire
1928
Law on Citizenship of the
Kingdom of Yugoslavia
Establishes a single
Yugoslav citizenship
throughout the Kingdom
1945/
1946
Law on Citizenship of the
Democratic Federal
Yugoslavia (No. 64/1945;
No. 54/1946)
Defines the initial citizenry
of the newly formed Yugo-
slavia; establishes Yugo-
slav federal citizenship
and republic-level citizen-
ship of the six constituent
republics; is confirmed
and amended after the
adoption of the 1946 Con-
stitution of the Federal
People’s Republic of Yugo-
slavia (54/1946)
www.sluzbenilist.co.rs
(in Serbo-Croatian)
1945/
1946
Law on Deprivation of
Citizenship for Officers
and Non-Commissioned
Officers of the Former
Yugoslav Army Who do not
Want to Return to the
Homeland, and for the
Members of Military
Forces Who Have Served
for the Enemy and Have
Defected Abroad
(No. 64/1945; No. 86/
1946)
Deprives Yugoslav
citizenship of those
military personnel of the
former army of the
Kingdom of Yugoslavia
who did not want to return
to the ‘new’ Yugoslavia and
those serving in military
formations loyal to the
occupying forces who left
Yugoslavia at the end of
the Second World War; is
revoked in 1962 (No. 22/
1962)
www.sluzbenilist.co.rs
(in Serbo-Croatian) Source 1977
Law on Citizenship of the
Socialist Republic of
Croatia (No. 32/1977) 1991
Law on Croatian
Citizenship
(No. 53/1991) www.nn.hr (in Croatian);
www.legislationline.org
(as amended in 1992) 1976
Law on Citizenship of the
Socialist Federal Republic
of Yugoslavia
(No. 58/1976) www.sluzbenilist.co.rs
(in Serbo-Croatian) CROATIAN CITIZENSHIP: FROM ETHNIC ENGINEERING TO INCLUSIVENESS 357 Date
Document
Content
Source
1947
Law on Citizenship of
Persons Residing in the
Territory Annexed by
Yugoslavia according to
the Peace Treaty with Italy
(No. 104/1947)
Determines that persons
residing in territories
annexed by Yugoslavia on
10 June 1940 are to lose
their Italian citizenship
and acquire Yugoslav
citizenship; provides a
one-year period for ethnic
Italians to opt for Italian
citizenship and a
possibility for the Slav
population from the
contested borderland
region between Yugoslavia
and Italy to opt for
Yugoslav citizenship
www.slu
(in Serb
1948
Amendment and Revision
of the Law on Citizenship
(No. 105/1948)
Excludes from the
Yugoslav citizenry all
citizens of German
ethnicity residing abroad
on the basis of their
‘disloyal conduct toward
the national and state
interests of the peoples of
FPRY’
www.slu
(in Serb
1950
Citizenship of the People’s
Republic of Croatia
(No. 23/1950)
Defines ius sanguinis as
the basic principle for
acquisition of Croatian
citizenship; specifies
conditions for a newborn
child to acquire Croatian
citizenship if the parents
hold different republic-
level citizenships,
depending on their
residency
1964
Law on Yugoslav
Citizenship
(No. 38/1964;
No. 42/1964)
Enacted after the 1963
Yugoslav Constitution;
regulates the relationship
between the federal and
republic-level citizenships;
provides for a united
Yugoslav citizenship;
regulates that only a
federal citizen can hold
republican citizenship, and
that the republican
citizenship is lost with the
loss of the federal
citizenship
www.slu
(in Serb FRANCESCO RAGAZZI AND IGOR SˇTIKS 358 Date
Document
Content
Source
1965
Law on Citizenship of the
Socialist Republic of
Croatia
(No. 13/1965)
Confirms ius sanguinis as
the main criterion for
automatically acquiring
Croatian citizenship; unlike
the 1950 Law, stipulates
that both parents have to
agree on the child’s
citizenship if they hold
different republic-level
citizenships; guarantees
that any SFRY citizen has a
right to choose his or her
republic-level citizenship
and is thus free to choose
citizenship of any republic
without being born or
residing there
1976
Law on Citizenship of the
Socialist Federal Republic
of Yugoslavia
(No. 58/1976)
Is adopted after the 1974
Yugoslav constitution;
repeats the provisions
from the 1964 Law on the
relationship among the
federal and republic-level
citizenships; adds an
article on how to resolve
possible disputes caused
by the republican laws on
citizenship
www.sluzbenilist. (in Serbo-Croatia
1977
Law on Citizenship of the
Socialist Republic of
Croatia (No. CROATIAN CITIZENSHIP: FROM ETHNIC ENGINEERING TO INCLUSIVENESS 359 Date
Document
Content
Source
1992
Law on Modifications and
Amendments of the Law
on Croatian Citizenship
(No. 28/1992)
Corrects the text of the
1991 Law; amends
inconsistencies and legally
problematic provisions;
specifies the
administrative procedures
www.nn.hr (in Croatian)
1993
Decree of the
Constitutional Court of the
Republic of Croatia U-I-
206/1992, U-I-207/1992,
U-I-209/1992, U-I-222/
1992 of 8 December 1993
(No. 113/93)
Orders the Ministry of
Interior to justify its
decisions in case of the
refusal of requests made
through the regular
naturalisation procedure
(art. 8)
www.nn.hr (in Croatian) Notes 1
The authors thank Iris Goldner for her useful comments. 2
Hrvatska Demokratska Zajednica – Croatian Democratic Union. 2
Hrvatska Demokratska Zajednica – Croatian Democratic Union. 3
For a detailed analysis of the citizenship legislation and practices in other former
Yugoslav states since 1991, see Sˇtiks 2006. For a study of Slovenia’s citizenship
legislation, see also Medved in this volume. 4
For more on Croatia’s particular brand of ‘transnational nationalism’, see Ragazzi
2009; for the notion of transnational nationalism, see Basch, Glick-Schiller &
Szanton Blanc 1995 and Kastoryano 2006. 4
For more on Croatia’s particular brand of ‘transnational nationalism’, see Ragazzi
2009; for the notion of transnational nationalism, see Basch, Glick-Schiller &
Szanton Blanc 1995 and Kastoryano 2006. 995
y
5
International law itself does not question the right of sovereign states to enact their
own nationality policy. However, international law, declarations and treaties do seek
to impose certain rules and thereby influence the behaviour of states when it comes
to citizenship and nationality legislation and administrative practice. Art. 15 of the
1948 Universal Declaration of Human Rights states that ‘everyone has the right to a
nationality’ and that ‘no one shall be arbitrarily deprived of his nationality nor denied
the right to change his nationality.’ The European Commission for Democracy
through Law (also known as the Venice Commission), the Council of Europe’s
advisory body for constitutional issues, adopted The Declaration on Consequences of
State Succession for the Nationality of Natural Persons in September 1996. It states
that, besides respecting the principle that every person has a right to a nationality
and the general prevention of statelessness, states should ‘respect, as far as possible,
the will of the person concerned.’ It also repeats that ‘in all cases of State succession,
the successor State shall grant its nationality to all nationals of the predecessor State
residing permanently on the transferred territory.’ In a similar fashion, art. CROATIAN CITIZENSHIP: FROM ETHNIC ENGINEERING TO INCLUSIVENESS 32/1977)
Confirms ius sanguinis as
the main criterion for
automatically acquiring
Croatian citizenship;
specifies conditions of
citizenship acquisition in
the case in which the
parents do not agree or do
not sign a statement
during two months
following the birth of their
child
1991
Law on Croatian
Citizenship
(No. 53/1991)
Defines the citizenship of
the Republic of Croatia;
determines the initial body
of citizens according to the
principles of legal
continuity and Croatian
ethnicity; defines all
modes of acquiring and
losing nationality after
independence
www.nn.hr (in Cr
www.legislationlin
(as amended in 1 Date
Document
1965
Law on Citizenship of the
Socialist Republic of
Croatia
(No. 13/1965) Notes 18 of the
1997 European Convention on Nationality, prepared by the Council of Europe,
declares that, in the case of succession, states should take into account ‘the genuine
and effective link of the person concerned with the State’ and ‘the habitual residence
of the person concerned at the time of State succession.’ 6 6
The most important treaties for citizenship issues in the Croatian lands were the
Peace Treaty of St.-Germain-en-Laye with the Republic of Austria, signed on 10
September 1919, and the Trianon Peace Treaty with Hungary, signed on 4 June
1920. 6
The most important treaties for citizenship issues in the Croatian lands were the
Peace Treaty of St.-Germain-en-Laye with the Republic of Austria, signed on 10
September 1919, and the Trianon Peace Treaty with Hungary, signed on 4 June
1920. 360 FRANCESCO RAGAZZI AND IGOR SˇTIKS FRANCESCO RAGAZZI AND IGOR SˇTIKS 7
Official Gazette of Democratic Federal Yugoslavia 64/1945. The law was confirmed and
amended on 5 July 1946 (see Official Gazette of the Federal People’s Republic of Yugosla-
via (FPRY) 54/1946). The law was further amended and revised in 1947 (see Official
Gazette of the FPRY 104/1947) and twice in 1948 (see Official Gazette of the FPRY 88
and 105/1948). 7
Official Gazette of Democratic Federal Yugoslavia 64/1945. The law was confirmed and
amended on 5 July 1946 (see Official Gazette of the Federal People’s Republic of Yugosla-
via (FPRY) 54/1946). The law was further amended and revised in 1947 (see Official
Gazette of the FPRY 104/1947) and twice in 1948 (see Official Gazette of the FPRY 88
and 105/1948). 8
Official Gazette of the FPRY 86/1948 and 22/1962. 8
Official Gazette of the FPRY 86/1948 and 22/1962. 9
Official Gazette of the FPRY 105/1948. 10 Official Gazette of the FPRY 104/1947. 11
Official Gazette of the FPRY Supplement No. 6/1954. 11
Official Gazette of the FPRY Supplement No. 6/1954. 12
This was not the case in two other socialist multinational federations. Republic-level
citizenship was established in Czechoslovakia only in 1969 and the first Soviet
republic that enacted its own citizenship law was Lithuania in November 1989. 12
This was not the case in two other socialist multinational federations. Republic-level
citizenship was established in Czechoslovakia only in 1969 and the first Soviet
republic that enacted its own citizenship law was Lithuania in November 1989. p
p
9 9
13
The fact that only republic-level registers existed at the moment of Yugoslavia’s
break-up would prove to be very important, because all Yugoslav republics would
adopt a policy of legal continuity between previous republic-level citizenship and
citizenship of the new state. Only those granted Yugoslav citizenship at a Yugoslav
embassy who were residing abroad were not included in the republic-level registers. Once they established their residence in Yugoslavia, they were also entered into the
register of the republic in which they resided. 14
In the 1963 Constitution, the FPRY was renamed the Socialist Federal Republic of
Yugoslavia (SFRY). 14
In the 1963 Constitution, the FPRY was renamed the Socialist Federal Republic of
Yugoslavia (SFRY). 15
Official Gazette of the Socialist Federal Republic of Yugoslavia (SFRY) 38/1964 (cor-
rected version in 42/1964). FRANCESCO RAGAZZI AND IGOR SˇTIKS 15
Official Gazette of the Socialist Federal Republic of Yugoslavia (SFRY) 38/1964 (cor-
rected version in 42/1964). 16 Official Gazette of the SFRY 58/1976. 17
Official Gazette of the People’s Republic of Croatia 23/1950. 18
Official Gazette of the Socialist Republic of Croatia 13/1965. 19 Official Gazette of the Socialist Republic of Croatia 32/1977. 20 Obviously, between 1965 and 1977 the automatic acquisition of republic-level
citizenship was not a rule if only one parent had Croatian citizenship, even if a child
was born in Croatia (on changes in the Croatian law on republic-level citizenship and
administrative practices between 1950 and 1991, see the report on Croatia in
UNHCR 1997). 1
Official Gazette of the Republic of Croatia 21/199 22 Official Gazette of the Republic of Croatia 53/91; modifications and amendments in Of-
ficial Gazette of the Republic of Croatia 28/92. These amendments were mainly correc-
tions of inconsistencies in the law, or legal clarifications of its provisions, which were
written and adopted hastily in the context of Croatia’s declaration of independence
from SFRY and its open conflict with Belgrade. Some changes were obviously made
after complaints were received from the ground about the implementation of the law. An important amendment was that the renunciation of foreign citizenship required
for naturalisation was eased (see note 24). 22 Official Gazette of the Republic of Croatia 53/91; modifications and amendments in Of-
ficial Gazette of the Republic of Croatia 28/92. These amendments were mainly correc-
tions of inconsistencies in the law, or legal clarifications of its provisions, which were
written and adopted hastily in the context of Croatia’s declaration of independence
from SFRY and its open conflict with Belgrade. Some changes were obviously made
after complaints were received from the ground about the implementation of the law. An important amendment was that the renunciation of foreign citizenship required
for naturalisation was eased (see note 24). 23
These ‘conditions’ were imposed on ethnic non-Croats coming from other Yugoslav
republics. They also provided a basis for the Ministry in charge to refuse Croatian
citizenship to certain individuals, non-Croats from other republics, but also to some
Croatian Serbs (see 11.2.1.3 for further details). 23
These ‘conditions’ were imposed on ethnic non-Croats coming from other Yugoslav
republics. FRANCESCO RAGAZZI AND IGOR SˇTIKS This was certainly a
somewhat delicate matter since a large percentage of ‘Croatian’ family names are
shared by Serbs and other South Slavic groups (see also the report on Croatia in
Imeri 2006: 127). 28 If a person did not declare himself or herself an ethnic Croat in official documents
such as a birth certificate or a marriage certificate, or if a person had declared
ethnicity as Yugoslav and/or was born in a so-called ‘mixed marriage’, the state
authorities (the Ministry of the Interior) established a person’s membership of the
Croatian people by using Catholic Church certificates (if available) and even passed
judgement on the ‘Croatness’ of a person’s family name. This was certainly a
somewhat delicate matter since a large percentage of ‘Croatian’ family names are
shared by Serbs and other South Slavic groups (see also the report on Croatia in
Imeri 2006: 127). 7)
29 A significant number of the Croatian Serbs continued to live in territory controlled
by the Croatian authorities. They managed to regulate their status either smoothly
(i.e. as holders of the former Croatian republican citizenship they were automatically
registered into the new registries of citizens), or in some cases, with considerable
difficulties. Numerous reports testify to cases of violations of their right to Croatian
citizenship in the 1990s. See, for instance, reports on the issue published in Dika,
Helton and Omejec 1998 and also the report on Croatia in Imeri 2006. 30 For more details on the present situation and descriptions of some concrete cases,
see the report on Croatia published in Imeri (2006: 97-123). The report points out
that, for instance, the status of persons of non-Croat ethnic origin who were
permanent residents of Croatia before the 1991 Law on citizenship still awaits
regulation. 31
This article was modified by art. 4 of the Law on Modifications and Amendments of
the Law on Croatian Citizenship (Official Gazette of the Republic of Croatia 28/1992),
deleting the five years of permanent residence requirement demanded in the first
version of the law. As the law stood in 1991, those born in the country who could ap-
ply for facilitated naturalisation had to fulfil a longer residence requirement than
those applying for regular naturalisation. To obtain permanent residence one first
has to prove five years of temporary residence, according to the new Law on Aliens. FRANCESCO RAGAZZI AND IGOR SˇTIKS They also provided a basis for the Ministry in charge to refuse Croatian
citizenship to certain individuals, non-Croats from other republics, but also to some
Croatian Serbs (see 11.2.1.3 for further details). 24 The 1992 amendments, however, facilitated access to Croatian citizenship for those
who, for various reasons, are unable to obtain release from their previous citizenship. Following these amendments, applicants have to state that they will renounce their
previous citizenship, if granted Croatian citizenship. 24 The 1992 amendments, however, facilitated access to Croatian citizenship for those
who, for various reasons, are unable to obtain release from their previous citizenship. Following these amendments, applicants have to state that they will renounce their
previous citizenship, if granted Croatian citizenship. 25
Official Gazette of the Republic of Croatia 113/1993. 26 The 1991 Law additionally required ten years of residence for this group, which was
not in accordance with art. 8 and art. 16 and was therefore corrected in the 26 The 1991 Law additionally required ten years of residence for this group, which was
not in accordance with art. 8 and art. 16 and was therefore corrected in the 26 The 1991 Law additionally required ten years of residence for this group, which was
not in accordance with art. 8 and art. 16 and was therefore corrected in the CROATIAN CITIZENSHIP: FROM ETHNIC ENGINEERING TO INCLUSIVENESS 361 amendments adopted only seven months later on 8 May 1992. Applicants merely
had to prove that they were registered as residents (see Official Gazette of the Republic
of Croatia 28/1992). amendments adopted only seven months later on 8 May 1992. Applicants merely
had to prove that they were registered as residents (see Official Gazette of the Republic
of Croatia 28/1992). 27 Guestworkers, or ‘workers temporarily employed abroad’, according to the official
Yugoslav terminology. 27 Guestworkers, or ‘workers temporarily employed abroad’, according to the official
Yugoslav terminology. 28 If a person did not declare himself or herself an ethnic Croat in official documents
such as a birth certificate or a marriage certificate, or if a person had declared
ethnicity as Yugoslav and/or was born in a so-called ‘mixed marriage’, the state
authorities (the Ministry of the Interior) established a person’s membership of the
Croatian people by using Catholic Church certificates (if available) and even passed
judgement on the ‘Croatness’ of a person’s family name. FRANCESCO RAGAZZI AND IGOR SˇTIKS This
provision was enacted for the first time during the 1995 elections, during which the
ruling party, the HDZ, decided that the seats attributed to the ‘diaspora’ should
represent 10 per cent of the representatives, namely twelve seats. After many
debates, this was changed in 1999 and the seats were apportioned according to voter
turnout. This secured only six seats for the ‘diaspora’ vote in the 2000 and 2007
elections. 38 The UNHCR report quotes the same data, but adds that ‘a total of 412,137 requests
were submitted to the Ministry of Internal Affairs between 8 October 1991 and 31
December 1995 under article 30 paragraph 2.’ This slightly changed the total
number of processed requests through art. 30, paras. 1 and 2, available in Omejec
(1998) and fixed it at 969,553 at the end of 1995 (UNHCR 1997: 16). Indeed, Jasna
Omejec is quoted as a co-author of the national report on Croatia published in
UNHCR. Although published in 1998, her own article was obviously written before
the UNHCR report published in 1997. 38 The UNHCR report quotes the same data, but adds that ‘a total of 412,137 requests
were submitted to the Ministry of Internal Affairs between 8 October 1991 and 31
December 1995 under article 30 paragraph 2.’ This slightly changed the total
number of processed requests through art. 30, paras. 1 and 2, available in Omejec
(1998) and fixed it at 969,553 at the end of 1995 (UNHCR 1997: 16). Indeed, Jasna
Omejec is quoted as a co-author of the national report on Croatia published in
UNHCR. Although published in 1998, her own article was obviously written before
the UNHCR report published in 1997. 38 The UNHCR report quotes the same data, but adds that ‘a total of 412,137 requests
were submitted to the Ministry of Internal Affairs between 8 October 1991 and 31
December 1995 under article 30 paragraph 2.’ This slightly changed the total
number of processed requests through art. 30, paras. 1 and 2, available in Omejec
(1998) and fixed it at 969,553 at the end of 1995 (UNHCR 1997: 16). Indeed, Jasna
Omejec is quoted as a co-author of the national report on Croatia published in
UNHCR. Although published in 1998, her own article was obviously written before
the UNHCR report published in 1997. FRANCESCO RAGAZZI AND IGOR SˇTIKS In practice this would have thus meant that a person born in the country had to
prove ten years of residence in the country, whereas those applying for regular natur-
alisation only had to prove five. However, the modification does not imply that those
born in the country do not have to fulfil any residence requirement; they now have
to prove five years of registered residence just as those applying for regular naturali-
sation. It is important here not to confuse this modification with another important
modification of residence requirements introduced by art. 13 of the same amend-
ments, which deleted the ten years residence required in art. 30 para. 2 of the 1991
Law defining a specific procedure of acquiring Croatian nationality by declaration for
ethnic Croats (see note 26). The authors would like to thank Iris Goldner for this
clarification. 32
It also adds that ‘the statement from paragraph 1 of this Article shall be given before
the competent authority or before the diplomatic or consular office of the Republic of
Croatia abroad’. 32
It also adds that ‘the statement from paragraph 1 of this Article shall be given before
the competent authority or before the diplomatic or consular office of the Republic of
Croatia abroad’. 33
‘Revocation’ in the text of the law. 34 For more information on the procedure, see: www.mup.hr. The average net salary in
2007 was 4,841 kuna per month (see Central Bureau of Statistics, Statistical informa-
tion 2008. www.dzs.hr). 362 FRANCESCO RAGAZZI AND IGOR SˇTIKS 35
Art. 4 of the Law on Citizenship of Bosnia-Herzegovina allows Bosnian citizens to
hold a citizenship of another country provided there is a bilateral agreement. The
question of the dual (Croatian and Bosnian) citizenship of many citizens of Bosnia-
Herzegovina was regulated by the agreement on dual citizenship signed by Croatia
and Bosnia-Herzegovina on 29 March 2007. The ratification is still pending. 35
Art. 4 of the Law on Citizenship of Bosnia-Herzegovina allows Bosnian citizens to
hold a citizenship of another country provided there is a bilateral agreement. The
question of the dual (Croatian and Bosnian) citizenship of many citizens of Bosnia-
Herzegovina was regulated by the agreement on dual citizenship signed by Croatia
and Bosnia-Herzegovina on 29 March 2007. The ratification is still pending. 36 See ‘Talijani u RH i Hrvati u BiH nemaju ista prava?!’ [Italians in Croatia and Croats
in Bosnia-Herzegovina Do Not Have Equal Rights?!], www.tportal.hr, 10 March 2006. 36 See ‘Talijani u RH i Hrvati u BiH nemaju ista prava?!’ [Italians in Croatia and Croats
in Bosnia-Herzegovina Do Not Have Equal Rights?!], www.tportal.hr, 10 March 2006. 37
Art. 45 of the 1990 Constitution granted Croats abroad the right to vote. This
provision was enacted for the first time during the 1995 elections, during which the
ruling party, the HDZ, decided that the seats attributed to the ‘diaspora’ should
represent 10 per cent of the representatives, namely twelve seats. After many
debates, this was changed in 1999 and the seats were apportioned according to voter
turnout. This secured only six seats for the ‘diaspora’ vote in the 2000 and 2007
elections. 37
Art. 45 of the 1990 Constitution granted Croats abroad the right to vote. This
provision was enacted for the first time during the 1995 elections, during which the
ruling party, the HDZ, decided that the seats attributed to the ‘diaspora’ should
represent 10 per cent of the representatives, namely twelve seats. After many
debates, this was changed in 1999 and the seats were apportioned according to voter
turnout. This secured only six seats for the ‘diaspora’ vote in the 2000 and 2007
elections. 37
Art. 45 of the 1990 Constitution granted Croats abroad the right to vote. Bibliography Basch, L. G., N. Glick-Schiller & C. Szanton Blanc (1995), Nations Unbound: Transna-
tional Projects, Postcolonial Predicaments, and Deterritorialized Nation States. Amster-
dam: Gordon and Breach. Baskin, M. A. (1986), Political Innovation and Policy Implementation in Yugoslavia: The
Case of Worker Migration Abroad. Ph.D. dissertation. University of Michigan, Ann Ar-
bor. Bilandzˇic´, D. (1985), Historija Socijalisticˇke Federativne Republike Jugoslavije: Glavni Procesi
1918-1985 [History of the SFRY: Main Processes 1918-1985]. Zagreb: Sˇkolska knjiga. Dika, M., A.C. Helton & J. Omejec (eds.) (1998), ‘The Citizenship Status of Citizens of
the Former SFR Yugoslavia after its Dissolution’, Croatian Critical Law Review 3 (1-2):
1-259. Holjevac, V. (1968), Hrvati Izvan Domovine [Croats outside of the Homeland]. Zagreb:
Matica Hrvatska. Hondius, F.W. (1968), The Yugoslav Community of Nations. The Hague: Mouton. Imeri, Sh. (ed.) (2006), Rule of Law in the Countries of the Former SFR Yugoslavia and Al-
bania: Between Theory and Practice. Gostivar: Association for Democratic Initiatives. Jovanovic´, S.Ð. (1977), Drzˇavljanstvo Socijalisticˇke Federative Republike Jugoslavije [Citizen
ship of the Socialist Federal Republic of Yugoslavia]. Belgrade: Sluzˇbeni List SFRJ. Kastoryano, R. (2006), ‘Vers un nationalisme transnational. Rede´finir la nati
nalisme et le territoire’, Revue franc¸aise de science politique 4 (56): 533-555. Medvedovic´, D. (1998), ‘Federal and Republican Citizenship in the Former SFR Yugosla-
via at the Time of its Dissolution’, Croatian Critical Law Review 3 (1-2): 21-56. Omejec, J. (1998), ‘Initial Citizenry of the Republic of Croatia at the Time of the Dissolu-
tion of Legal Ties with the SFRY, and Acquisition and Termination of Croatian Citi-
zenship’, Croatian Critical Law Review 3 (1-2): 99-128. CROATIAN CITIZENSHIP: FROM ETHNIC ENGINEERING TO INCLUSIVENESS 363 Ragazzi, F. (2009), ‘The Croatian “Diaspora Politics” of the 1990s: Nationalism Un-
bound?’ in U. Brunnbauer (ed.), Transnational Societies, Transterritorial Politics. Migra-
tions from the (Post)Yugoslav Area. New York: Palgrave (forthcoming). Sˇtiks, I. (2006), ‘Nationality and Citizenship in the Former Yugoslavia: From Disintegra-
tion to the European Integration’, South East European and Black Sea Studies, 6 (4):
483-500. Tepic´, Ð. & I. Basˇic´ (eds.) (1969), Zbirka propisa o drzˇavljanstvu [The Collection of the Ci-
tizenship Regulations]. Zagreb: Narodne novine. UNHCR, Regional Bureau for Europe (1997), Citizenship and Prevention of Statelessness
Linked to the Disintegration of the Socialist Federal Republic of Yugoslavia. European Ser-
ies 3 (1; June 1997). Geneva: UNHCR. 12
Malta’s citizenship law:
Evolution and current regime1 Eugene Buttigieg Malta’s legal regime on citizenship is relatively young as it came into
being on the day of Malta’s acquisition of independence from British
rule in 1964. Throughout these years, however, particularly over the
past two decades, it has undergone extensive alterations marking
changes in the governing principles. This chapter first traces the evolu-
tion of the citizenship laws during these years, noting the important
policy changes, their possible causes and implications. It then explores
the different modes of acquisition and loss of citizenship under the
current regime. Finally, statistical data is produced to highlight the ex-
tent to which persons seeking to acquire or reacquire Maltese citizen-
ship by registration or naturalisation benefited from these legislative
changes, apart from the non-quantifiable number of persons who
through these legislative changes acquired or reacquired citizenship
automatically. 12.1
Historical background Malta was a British colony from 1800 until 21 September 1964 when it
acquired independence from British rule. All persons born in Malta
during this period were automatically British subjects according to Brit-
ish law. It was thus only on Independence Day, 21 September 1964,
that Malta acquired its first provisions conferring and regulating Mal-
tese citizenship. The Constitution of Malta, that entered into force on
Independence Day, contained provisions conferring Maltese citizenship
that were typical of independence constitutions drafted by the British
for their colonies. The Constitution contained a section, chapter III, on
citizenship, that conferred Maltese citizenship automatically on all per-
sons who were born in Malta and were citizens of the United Kingdom
and Colonies before 21 September 1964, provided that one of the par-
ents was also born in Malta; thus a combined application of the ius soli
and ius sanguinis principles. This was necessary to avoid imposing
Maltese citizenship on children born in Malta to British military per-
sonnel families and British nationals stationed in Malta, while Malta
was a British colony. Persons born abroad also acquired Maltese citi- 368 EUGENE BUTTIGIEG EUGENE BUTTIGIEG zenship on 21 September 1964 provided the father and a paternal
grandparent were both born in Malta. On the other hand, persons born on or after the date of indepen-
dence acquired Maltese citizenship by mere birth in Malta irrespective
of whether or not any of their parents were born in Malta; in other
words on the strength of the ius soli principle only. In practice, this
meant that children born of foreign parents in Malta acquired Maltese
citizenship by birth even if they were not of Maltese descent. p
y
y
Chapter III of the Constitution also established that a Maltese citizen
should have no other citizenship. Adults in possession of another citi-
zenship had to renounce it by 21 September 1967. If a minor who was
a Maltese citizen possessed any other citizenship, upon reaching his or
her eighteenth birthday, he or she would have had to renounce any
other citizenship within a year if he or she wished to retain Maltese ci-
tizenship. 12.1.1
The 1989 amendments Although throughout the years various amendments were made to all
these laws, necessitated inter alia by Malta’s transformation into a re-
public on 13 December 1974, the first major reform in the citizenship
laws took place in August 1989 when chapter III of the Constitution,
the Maltese Citizenship Act and the Immigration Act (via Acts XXIII,
XXIV and XXV of 1989 respectively) were radically amended to indi-
cate a clear change of policy regarding citizenship by (i) making an ex-
ception to the prohibition against dual citizenship for emigrants born
in Malta and who had spent at least six years abroad2 – this had signifi-
cant implications as, especially in the 1950s and 1960s, well over
100,000 Maltese citizens (more than one fourth of the current popula-
tion) had emigrated to countries such as the United Kingdom, Austra-
lia, Canada and the United States to seek employment and thereby ob-
tained a second citizenship (ii) shifting to a rule based more on ius
sanguinis than on ius soli (iii) allowing Maltese mothers to transmit
their citizenship to their children born abroad (iv) granting the same
rights to foreign husbands of citizens of Malta as foreign wives of citi-
zens of Malta by allowing them to be registered as citizens of Malta
and (v) reintroducing acquisition of citizenship by adoption. This change in policy was due to the influence of changing interna-
tional trends favouring ius sanguinis over ius soli and a greater inter-
national acceptance of dual and multiple citizenship as well as the in-
creasing recognition at the international level of the need to safeguard
gender equality in the citizenship laws. Malta has always participated
actively in international fora and endorsed international instruments in
this field and has moulded its policy accordingly. Moreover, the govern-
ment had been elected in 1987 on the strength of an electoral mandate
that included the promise to allow expatriates to regain their lost citi-
zenship retrospectively by acquiring dual citizenship and that citizen-
ship laws would guarantee gender equality. A number of overseas asso-
ciations representing expatriates also exerted pressure for this conces-
sion to expatriates to be extended to further generations. g
As a result of these amendments, Maltese emigrants were now al-
lowed to hold dual citizenship. Art. MALTA’S CITIZENSHIP LAW: EVOLUTION AND CURRENT REGIME 369 12.1
Historical background Moreover, Maltese adults who acquired the citizenship of
any other country would have automatically forfeited Maltese citizen-
ship while foreigners who acquired Maltese citizenship by registration
or naturalisation would have had to renounce any other citizenship
held by them within six months from registration or three months
from naturalisation. Not unlike the general policy worldwide at the time, in the case of
children born abroad, the question whether the child would acquire
Maltese citizenship or not depended on whether it was the father or
the mother who possessed Maltese citizenship at the time of birth. If
the father was Maltese (by birth in Malta, by registration, or by natura-
lisation) though not the mother, the child would acquire Maltese citi-
zenship but if the father was non-Maltese even though the mother was
Maltese the child would not acquire Maltese citizenship. Thus, a Mal-
tese mother could not transmit her citizenship to her child born out-
side Malta unless she was unmarried. Likewise, consistent with the in-
ternational trend at the time, while the foreign wife of a Maltese citizen
was entitled to become a citizen of Malta by registration, a foreign hus-
band of a Maltese citizen was not. The first law that complemented the Constitution on citizenship
matters was the Maltese Citizenship Act (chapter 188 of the Laws of
Malta) that was enacted the following year in 1965. This regulated in
particular the acquisition of Maltese citizenship by registration and nat-
uralisation. The law was prejudiced in favour of Commonwealth citi-
zens as the latter could acquire Maltese citizenship by registration after
five years of residence in Malta, while other foreigners required six
years of residence in Malta to acquire Maltese citizenship by naturalisa-
tion. The next development in this field was the enactment of the Im-
migration Act (chapter 217 of the Laws of Malta) in 1970 that laid
down rules providing for the control of immigration into Malta. 12.1.1
The 1989 amendments 27(3) of the Constitution was
amended to enable Maltese emigrants born in Malta to hold dual citi-
zenship, provided of course that the country of which they were citi-
zens recognised the concept of dual citizenship. This applied retrospec-
tively. A Maltese citizen born in Malta who, as the law stood at the
time, had automatically lost his Maltese citizenship upon emigrating
and acquiring the citizenship of the country to which he had emi-
grated, would now be deemed never to have lost his Maltese citizen-
ship, provided he had spent at least six years in that country. Thus, his 370 EUGENE BUTTIGIEG dual citizenship would be backdated to the date when he acquired the
foreign citizenship. This also affected children born of a Maltese emi-
grant father who had lost his Maltese nationality because he had ac-
quired another nationality. Since the dual nationality would be back-
dated so that the father is deemed never to have lost his Maltese citi-
zenship, children who were born of fathers who had ‘lost’ their
Maltese citizenship at the time of their birth and who were therefore
deemed not to be Maltese citizens, also acquired Maltese citizenship
with this amendment, effective from their date of birth, once their
fathers were reinstated in their previous status as citizens of Malta. p
It should be noted that under the current legislation, only Maltese
persons habitually resident in Malta have voting rights in national gen-
eral elections and voting does not take place abroad in Malta’s embas-
sies or consulates. So this extension of citizenship to expatriates does
not signify any right to participate in the process of democratic self-
determination of the country. As stated above, under the Constitution, anyone born in Malta auto-
matically became a citizen of Malta by mere birth in the country. How-
ever, with the 1989 amendments to the Constitution this has changed,
as these amendments limit such acquisition by adding the ius sangui-
nis to the ius soli criterion in establishing that, as from the coming
into force of these amendments on 1 August 1989, a person born in
Malta will acquire Maltese citizenship only if at least one of the parents
is a citizen of Malta or was born in Malta and emigrated and enjoys
freedom of movement in Malta in terms of art. 44 of the Constitution. 12.1.1
The 1989 amendments The amendments also removed gender inequality in two respects: (i)
in relation to Maltese mothers of children born abroad and (ii) with re-
spect to foreign men married to Maltese women. p
g
Prior to 1989 Maltese citizenship was transmitted to the children
only if the father was a Maltese citizen. However, with these amend-
ments it now suffices that either of the parents is a Maltese citizen (by
birth in Malta, by registration, or by naturalisation). The Maltese
mother just as the Maltese father may now transmit citizenship to her
children born abroad. Before the 1989 amendments to the Constitution, while a foreign
woman married to a citizen of Malta or to someone who became a citi-
zen of Malta was entitled to acquire Maltese citizenship by registration,
a foreign husband of a female Maltese citizen was not. This was there-
fore discriminatory against foreign husbands as compared to foreign
wives. The amendments extended this right to foreign husbands of
Maltese citizens so that they are now on a par with foreign wives of
Maltese citizens. Moreover, this right now extends even to the widow
or widower of a person who was a citizen of Malta at the time of death MALTA’S CITIZENSHIP LAW: EVOLUTION AND CURRENT REGIME 371 or would have been on 21 September 1964 had he or she lived till that
day. Another significant change in policy is related to the acquisition of
citizenship by adoption. Until 1976 it was possible under Maltese law
to acquire Maltese citizenship through adoption, i.e. a person lawfully
adopted by a citizen of Malta would acquire Maltese citizenship by that
adoption. This was no longer possible following a legislative amend-
ment on 1 January 1977. In 1989, the amendments to the Constitution
reintroduced this facility for the acquisition of citizenship through
adoption, subject to the proviso that the child adopted must be under
ten years of age on the date of adoption. y
g
p
In 1989, the distinction made in the Maltese Citizenship Act be-
tween Commonwealth citizens and other foreigners for the acquisition
of Maltese citizenship by residence in Malta, a remnant of British in-
fluence, was abolished, so now any person may be naturalised as a citi-
zen of Malta if he or she has resided in Malta for at least five years. 12.1.1
The 1989 amendments The 1989 amendments to the Maltese Citizenship Act also extended
naturalisation to any person who, being descended from a person born
in Malta, is a citizen of a country other than the one in which he or
she resides and whose access to the country of which he or she is a citi-
zen is restricted. 12.1.2 The 2000 amendments In 2000, further changes were made to the citizenship laws (via Acts
III and IV of 2000) building on and fine-tuning the 1989 amend-
ments, in particular by now completing the shift in policy towards dual
and multiple citizenship.3 One major legislative change was designed
to dissuade marriages of convenience whereby foreigners were marry-
ing Maltese citizens simply to acquire the benefits of Maltese citizen-
ship since, according to the prevailing law, marriage with a Maltese citi-
zen immediately entitled the foreign spouse to apply for Maltese citi-
zenship. The detailed provisions on citizenship in chapter III of the Constitu-
tion were transferred to the Maltese Citizenship Act that thereby be-
came the main law regulating citizenship while the Constitution now
only contains the general principles on citizenship in art. 22. Dual citizenship that was hitherto permitted only exceptionally in
the case of Maltese emigrants has now become the rule, following the
amendments of 2000, as Maltese citizens are now allowed to hold dual
or even multiple citizenship.4 Thus, as from the entry into force of the
amendments on 10 February 2000, Maltese citizens who acquire an-
other citizenship do not lose their Maltese citizenship. Moreover, since
minors holding another citizenship only lost their Maltese citizenship 372 EUGENE BUTTIGIEG if they did not renounce the foreign citizenship by their nineteenth
birthday, all citizens of Malta having another citizenship who were
minors on that date or had not reached their nineteenth birthday by
that date were able to retain both citizenships after their nineteenth
birthday. Likewise, foreigners who acquire Maltese citizenship by natur-
alisation or registration are no longer required to renounce their other
citizenships. p
Not only was there this complete shift in policy in favour of multiple
citizenship but these provisions were made applicable retrospectively to
persons born in Malta or abroad and who had Maltese citizenship by
birth or descent but had lost this citizenship when they acquired an-
other citizenship, provided they had resided outside Malta for an aggre-
gate period of at least six years. 12.1.2 The 2000 amendments In such cases, they would be deemed
never to have lost their Maltese citizenship; with this provision they re-
gained their lost citizenship automatically.5 On the other hand, those
who had lost their Maltese citizenship because they had acquired an-
other citizenship before this date but had not resided abroad for such
an aggregate period of time or their Maltese citizenship had been ac-
quired by registration or naturalisation not by birth or descent may re-
gain Maltese citizenship only by registration (and so not automati-
cally).6 Irrespective of where they are currently residing they may sub-
mit an application to be registered as citizens of Malta. Building on the reform of 1989 that had extended citizenship to chil-
dren born to Maltese mothers abroad, the law was further changed to
entitle such children born between 21 September 1964 (date of inde-
pendence) and 1 August 1989 (date of coming into force of the 1989
amendments) to be registered as Maltese citizens, irrespective of
whether or not they reside or resided in Malta while allowing them to
retain their other citizenship. As stated above, with a view to discouraging marriages of conveni-
ence, the law was amended to provide that foreigners married to Mal-
tese citizens may apply for Maltese citizenship on the strength of their
marriage only if they have been married for at least five years and no
longer immediately following the marriage.7 Another legislative change related to the position of foundlings. Un-
til 2000, a new-born infant found abandoned in Malta was deemed to
have been born in Malta but could not acquire Maltese citizenship as
long as the identity and nationality of the parents remained unknown. As stated above, since 1989 it has become an essential pre-requisite for
Maltese citizenship that at least one of the parents is a citizen of Malta. So this meant the child would be stateless. But in 2000 the Maltese Ci-
tizenship Act was amended to the effect that, notwithstanding that the
nationality of the parents was unknown, such a child would be deemed MALTA’S CITIZENSHIP LAW: EVOLUTION AND CURRENT REGIME 373 to be a citizen of Malta until his or her right to any other citizenship is
established.8 Malta’s accession to the European Union in 2004 did not necessitate
nor lead to any changes in the country’s laws and policies on citizen-
ship. 12.2.1 Modes of acquisition of citizenship Acquisition by ius soli and/or ius sanguinis9 q
y
/
g
Every person born in Malta before the date of independence (21 Septem-
ber 1964), who until then was a citizen of the United Kingdom and
Colonies and either of whose parents was born in Malta, automatically
acquired Maltese citizenship on the date of independence. Moreover,
even a person born outside Malta before the date of independence auto-
matically acquired Maltese citizenship on the date of independence if
he or she was a citizen of the United Kingdom and Colonies until the
date of independence and his or her father and a paternal grandparent
were both born in Malta. On the other hand, for those who were born in Malta on or after the
date of independence but before 1 August 1989, the mere fact of being
born in Malta was enough to entitle that person to automatically ac-
quire Maltese citizenship at birth. The only exception is in the case of
someone born in Malta during this period where both parents are non-
Maltese with the father enjoying diplomatic immunity. Those born out-
side Malta during this period acquired citizenship at birth only if at the
time of birth the father10 was a citizen of Malta whether by birth in
Malta, by registration or by naturalisation. However, following the 1989 amendments, for persons born on or
after 1 August 1989, birth in Malta no longer sufficed to entitle the per-
son to acquire Maltese citizenship at birth: one of the parents must
also have been a citizen of Malta at the time of his or her birth. For
those born outside Malta on or after 1 August 1989 citizenship is also
acquired automatically at birth if, at the date of birth, one of the par-
ents was a citizen of Malta whether by birth in Malta, by registration or
by naturalisation. Thus, the essential requirement now is descent, not
birth on Maltese territory. An exception to this rule is made in the case of newborn infants
found abandoned anywhere in Malta who would as a result be state-
less. Such infants are deemed to have been born in Malta and are con-
sidered citizens of Malta, even though the identity and citizenship of
the parents are unknown, until such time as their right to any other ci-
tizenship is established. 12.2.1 Modes of acquisition of citizenship 374 EUGENE BUTTIGIEG A person who became a citizen of Malta on 21 September 1964 or at
birth but subsequently lost this citizenship, having acquired or retained
the citizenship of another country, reacquired citizenship automatically
and retrospectively following the entry into force of the amendments of
2000 on 10 February 2000, that removed the prohibition of dual and
multiple citizenship for Maltese citizens, if he or she resided outside
Malta for an aggregate period of at least six years. By virtue of these
amendments they are deemed retrospectively to never have lost their
Maltese citizenship.11 A person who became a citizen of Malta on 21 September 1964 or at
birth but subsequently lost this citizenship, having acquired or retained Acquisition by adoption12 q
y
p
Since 1 August 1989, Maltese citizenship may also be acquired automa-
tically by adoption when a person is lawfully adopted (under Maltese
law) on or after this date with one of the adopting parents being a citi-
zen of Malta at the time of adoption, provided that the person adopted
is under ten years of age on the date of adoption. For persons whose adoptions took place prior to this date but after 31
December 1976, adoption did not automatically lead to acquisition of
Maltese citizenship even if the adopters were citizens of Malta. This
was because during this period adoptions were considered by law as
without effect as far as Maltese citizenship is concerned. Persons
adopted during these years would have to apply to be naturalised as
citizens of Malta, a mode of acquisition that is discussed below. Although the granting of citizenship in these cases is subject to the dis-
cretion of the minister responsible for matters related to Maltese citi-
zenship (hereinafter ‘the minister’), it has, since 1987, been generally
granted on humanitarian grounds as a matter of policy. Adoptions that took place before 1 January 1977 did lead to auto-
matic acquisition of Maltese citizenship by the adopted person on
adoption but, in the case of a joint adoption, as in the case of any other
birth outside Malta at the time, it had to be shown that at least the
male adopter was a citizen of Malta. It would not have sufficed if only
the female adopter were a citizen of Malta. Spousal transfer of citizenship13 Spousal transfer of citizenship13
A non-Maltese person married to a citizen of Malta may, after five years
of marriage, acquire Maltese citizenship by applying to be registered as
a citizen of Malta, provided the spouses are still married and living to-
gether (if the Maltese spouse is still alive) at the time the application
for citizenship is made. However, if the couple were to separate de iure
or de facto after five years of marriage the foreign spouse may still ap-
ply for Maltese citizenship provided the spouses had lived together dur-
ing those five years of marriage. Moreover, if the Maltese spouse dies
before the fifth year of marriage, the foreign spouse may still apply for MALTA’S CITIZENSHIP LAW: EVOLUTION AND CURRENT REGIME 375 Maltese citizenship following the lapse of the fifth year from the date
of marriage, provided that up to the time of death the spouses were liv-
ing together. Citizenship may also be acquired, if, although at the time of mar-
riage both spouses were non-Maltese, subsequently one of the spouses
acquires Maltese citizenship through some other mode of acquisition. The other spouse would now be entitled, subject to the conditions
mentioned above, to apply to be registered as a citizen of Malta on the
strength of the marriage. A foreign spouse is entitled to apply to be registered as a citizen of
Malta even where the marriage took place before the date of indepen-
dence so that at the time of marriage neither of the spouses was a citi-
zen of Malta, if on independence the other spouse either (i) became, or
would have become were it not for his or her death, a citizen of Malta
on the date of independence or (ii) became a citizen of Malta after in-
dependence. Acquisition by naturalisation15 Any person, including stateless persons, may apply to acquire Maltese
citizenship by naturalisation if he or she has resided in Malta during
the year immediately preceding the date of application and for a
further aggregate period of at least four years over the past seven years
immediately preceding the date of application, provided he or she has
an adequate knowledge of the Maltese or English language, is of good
character and is deemed to be a suitable citizen of Malta. In practice, however, unless the applicant is of Maltese descent, as
described below, the Department for Citizenship and Expatriate Affairs
follows a strict policy of granting naturalisation only where the appli-
cant has resided in Malta for quite a number of years and has children
born in Malta. Every case is dealt with on its own merits and the Minis-
ter enjoys a non-reviewable discretion as explained below; but while in
the past residence alone would not have been a ground for naturalisa-
tion, today the general policy is to consider favourably requests for nat-
uralisation by residents who have been residing in Malta for a substan-
tial number of years and have formed a family here. Income and prop-
erty are not determining factors. Nor is any exception made to this
long-term residence rule for labour migrants. However, no residence conditions apply where the applicant was
born abroad of a father that was likewise born abroad but the paternal
grandfather and great-grandparent were both born in Malta. In such
cases the person born abroad may apply for naturalisation merely on
the strength of his or her Maltese descent. It should be noted, though,
that the policy is that applications under this category would normally
be accepted only if the applicant resides in Malta. Likewise, no residence conditions apply where the applicant had
been a citizen of Malta by birth before he or she emigrated from Malta
and ceased to be a citizen of Malta or if he or she had emigrated before
the date of independence and failed to obtain Maltese citizenship on
independence merely because he or she had ceased to be a citizen of
the United Kingdom and Colonies on the date of independence. There
have been few applications under this category as most persons that
fall under this category already enjoy dual citizenship. Acquisition by registration14 Apart from the special case of spousal transfer of citizenship, there are
other instances where a person may acquire Maltese citizenship by re-
gistration. Former citizens who, having lost their citizenship before 2000 be-
cause of the possession or acquisition of another citizenship as pre-
scribed by the law prevailing at the time, fail to qualify for automatic
reacquisition of this citizenship either because they had not spent the
requisite six years abroad or because they were formerly citizens of
Malta by registration or naturalisation and not by birth, may neverthe-
less apply to be registered as citizens of Malta. y
g
Furthermore, an emigrant who was formerly a citizen of Malta by
birth or descent but ceased to be a citizen of Malta after emigrating
may also reacquire citizenship by registration if he or she returns to
Malta and takes up permanent residence. Likewise, persons born outside Malta before 1 August 1989 who are
not citizens of Malta because their mother rather than their father was
a citizen of Malta by birth, registration or naturalisation, may also ac-
quire Maltese citizenship by registration. Citizenship is acquired by registration only if the applicant takes an
oath of allegiance to the country and in some instances, such as in the
case of the spousal transfer of citizenship, provided the granting of citi-
zenship to the applicant is not contrary to the public interest. With this
mode of acquisition, citizenship takes effect from the date of registra-
tion and not retrospectively. 376 EUGENE BUTTIGIEG Acquisition by naturalisation15 Again, no residence conditions apply to persons who prove descent
from a person born in Malta and who are citizens of a country other
than the country of their residence and who are denied access to the
country of which they are citizens. They may apply to acquire Maltese
citizenship by naturalisation merely on the strength of their Maltese
descent. However, there have been few instances of naturalisation un-
der this category because not many persons would qualify under it, as
it requires the applicant to produce all the birth and marriage certifi-
cates starting from his or her own birth up to the ancestor who was MALTA’S CITIZENSHIP LAW: EVOLUTION AND CURRENT REGIME MALTA’S CITIZENSHIP LAW: EVOLUTION AND CURRENT REGIME 377 born in Malta. If the link is broken or cannot be proven by documen-
tary evidence or if the birth certificate of the ancestor born in Malta
cannot be traced, the application for citizenship would not be success-
ful. Persons in this category are usually persons of Maltese descent re-
siding in North African countries who may generally encounter great
difficulties to trace the documents in these countries that would prove
this descent. Special rules apply for those who are and have always been stateless
but were born in Malta of parents who are not citizens of Malta. In
such cases the person is entitled to naturalisation as a citizen of Malta
only if he or she has been ordinarily resident in Malta for a period of
five years up to the date of his or her application and has not been con-
victed in any country of an offence against the security of the state or
sentenced to a punishment depriving personal liberty for a term of not
less than five years. If the stateless person was not born in Malta but either of his or her
parents was a citizen of Malta at the date of his or her birth, he or she
is entitled to naturalisation as citizen of Malta only if he or she has
been ordinarily resident in Malta for a period of three years up to the
date of his or her application and has not been convicted in any coun-
try of an offence against the security of the state. So once again, where
Maltese descent can be shown, the conditions for naturalisation are
less stringent than where only the connection by birth on Maltese terri-
tory can be proved. As in the case of citizenship by registration, where citizenship is ac-
quired by naturalisation, it takes effect from the date upon which the
applicant was naturalised.16 All applications are made to the Minister
and there is no right of appeal against the decision of the Minister on
any such application nor is such a decision subject to review in any
court.17 However, in the Cabinet Citizenship Guidelines that were is-
sued in 1987, it is stated that all applications for citizenship by the fol-
lowing persons are given favourable consideration: a. former citizens of Malta; b. children born abroad of returned migrants; c. MALTA’S CITIZENSHIP LAW: EVOLUTION AND CURRENT REGIME foreign citizens born in Malta to a parent who is a citizen of Malta; d. children born to parents who were non-Maltese but who later ac-
quired Maltese citizenship; and e. those born abroad but of Maltese descent. It is stated that, on the other hand, applications from those who do not
fall under any one of these categories will only be given favourable con-
sideration if there are humanitarian grounds.18 Since the drawing up of these guidelines in 1987, significant
changes have been made to the Maltese Citizenship Act in 1989 and 378 EUGENE BUTTIGIEG 2000, as shown above. Hence those falling into categories (a) and (b)
have practically all been re-instated as Maltese citizens or are now Mal-
tese citizens automatically in view of the dual citizenship amendments
to the law. Moreover, following these amendments, persons falling un-
der category (c) may re-acquire Maltese citizenship simply by registra-
tion. Though refugees in Malta are granted some rights they have no right
to Maltese citizenship nor are there any provisions in the law that facil-
itate the granting of citizenship to refugees.19 g
g
g
Since, as stated above, the law prescribes that one of the conditions
for naturalisation is that there should be evidence of the applicant’s
good character and suitability for citizenship, apart from being sup-
ported by documents attesting to the applicant’s place of residence,
birth and Maltese descent, the application in question must also be
sponsored by persons that are deemed trustworthy (such as lawyers,
notaries, magistrates, judges, members of parliament, police officers,
medical practitioners, parish priests, etc.) who, having had occasion to
assess the applicant in the course of exercising their profession or voca-
tion, are thereby able to vouch for his or her integrity. As in the case of
citizenship by registration, the applicant is required to take an oath of
allegiance to the country before he or she may be naturalised. 12.2.2 Modes of loss of citizenship Acquisition or retention of another citizenship no longer leads to the
denial or forfeiture of Maltese citizenship as dual and multiple citizen-
ship is now fully acknowledged by Maltese law.20 This also means that
in the case of mixed marriages, the children can acquire the citizenship
of both parents. The only ways in which citizenship may be lost are de-
tailed below. Renunciation of citizenship21 Deprivation of citizenship acquired by registration or naturalisation22 Deprivation of citizenship acquired by registration or naturalisation22 A citizen of Malta who acquired his or her citizenship by registration
or naturalisation may be deprived of this citizenship by order of the
Minister if the Minister is satisfied that: a. the registration or naturalisation was obtained by means of fraud
false representation or the concealment of any material fact; or a. the registration or naturalisation was obtained by means of fraud,
false representation or the concealment of any material fact; or b. the citizen has shown himself or herself by act or speech to be dis-
loyal or disaffected towards the President or the government of Mal-
ta; or c. the citizen has, during any war in which Malta was engaged, unlaw-
fully traded or communicated with an enemy or been engaged in or
associated with any business that was to his or her knowledge car-
ried on in such a manner as to assist an enemy in that war; or d. the citizen has within seven years after becoming naturalised or
being registered as a citizen of Malta, been sentenced in any coun-
try to a punishment depriving personal liberty for a term of not less
than twelve months; or e. the citizen has been ordinarily resident in foreign countries for a
continuous period of seven years and during this time has neither
been at any time in the service of Malta or of an international orga-
nisation of which the government of Malta was a member nor given
notice in writing to the Minister of his or her intention to retain ci-
tizenship of Malta. However, in all of these cases a person shall be deprived of his or her
citizenship only if the Minister is satisfied that it is not conducive to
the public good that the person should retain his or her citizenship
and in the case referred to in (d) above only if it appears to the Minis-
ter that that person would not thereupon become stateless. Before the Minister issues an order depriving a person of his or her
citizenship, the person concerned must be given notice in writing in-
forming him or her of the ground on which the order will be issued
and of his or her right to an inquiry. Deprivation of citizenship acquired by registration or naturalisation22 If the person requests an inquiry
the Minister will have to refer the case to a committee of inquiry ap-
pointed by the Minister but presided over by a person with judicial ex-
perience. Renunciation of citizenship21 Any citizen of Malta who is also a national of another country may re-
nounce citizenship by making a declaration to this effect and upon re-
gistration of this declaration he or she would cease to be a citizen of
Malta. It is a condition for renunciation that the Maltese citizen should
also be a national of another country so that acceptance of the renun-
ciation would not lead to the person becoming stateless. Such renun-
ciation may be refused if it is made during any war in which Malta is
engaged or if in the opinion of the Minister it would otherwise be con-
trary to public policy. MALTA’S CITIZENSHIP LAW: EVOLUTION AND CURRENT REGIME 379 12.3
Statistical developments 8
–
–
177
139 109
64
37
25
29
21
25
Minor children of Maltese
descent
–
–
–
–
–
–
–
–
–
5
62
Persons of Maltese des-
cent
–
–
–
–
–
–
–
–
–
27
163
Total
111
79
512 1,062 684 496
514
490 406
460
594
Source: Department for Citizenship & Expatriate Affairs
Figure 12.1
Number of naturalisations and registrations in Malta, 1990-2008
0
200
400
600
800
1,000
1,200
1,400
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
Registration
Naturalisation
Source: Department for Citizenship & Expatriate Affairs Table 12.1
Acquisition of Maltese nationality by registration for 1998-2008 according to the
grounds for registration
Acquisition by registration
1998 1999 2000 2001
2002 2003 2004 2005 2006 2007 2008
By virtue of marriage via
art. 4 or art. 6
107
75
162
682
354
240
267
197
197
228
160
Resettling permanently in
Malta after having
emigrated and ceased to
be citizens of Malta via art. 4(4)
4
4
–
–
–
–
–
–
–
–
–
Being children born abroad
to female citizens of Malta
via art. 5(2)(a)
–
–
173
241
221
192
210
268
180
179
184
Being former citizens of
Malta via art. 12.3
Statistical developments These legislative amendments, particularly the shift to dual and multi-
ple nationality, and the 2007 amendments described below (see section
12.4) are reflected in the statistical developments in the period 1990-
2008. Statistics from the Department for Citizenship & Expatriate Af- 380 EUGENE BUTTIGIEG Table 12.1
Acquisition of Maltese nationality by registration for 1998-2008 according to the
grounds for registration
Acquisition by registration
1998 1999 2000 2001
2002 2003 2004 2005 2006 2007 2008
By virtue of marriage via
art. 4 or art. 6
107
75
162
682
354
240
267
197
197
228
160
Resettling permanently in
Malta after having
emigrated and ceased to
be citizens of Malta via art. 4(4)
4
4
–
–
–
–
–
–
–
–
–
Being children born abroad
to female citizens of Malta
via art. 5(2)(a)
–
–
173
241
221
192
210
268
180
179
184
Being former citizens of
Malta via art. 8
–
–
177
139 109
64
37
25
29
21
25
Minor children of Maltese
descent
–
–
–
–
–
–
–
–
–
5
62
Persons of Maltese des-
cent
–
–
–
–
–
–
–
–
–
27
163
Total
111
79
512 1,062 684 496
514
490 406
460
594
Source: Department for Citizenship & Expatriate Affairs
Figure 12.1
Number of naturalisations and registrations in Malta, 1990-2008
0
200
400
600
800
1,000
1,200
1,400
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
Registration
Naturalisation
Source: Department for Citizenship & Expatriate Affairs Table 12.1
Acquisition of Maltese nationality by registration for 1998-2008 according to the
grounds for registration
Acquisition by registration
1998 1999 2000 2001
2002 2003 2004 2005 2006 2007 2008
By virtue of marriage via
art. 4 or art. 6
107
75
162
682
354
240
267
197
197
228
160
Resettling permanently in
Malta after having
emigrated and ceased to
be citizens of Malta via art. 4(4)
4
4
–
–
–
–
–
–
–
–
–
Being children born abroad
to female citizens of Malta
via art. 5(2)(a)
–
–
173
241
221
192
210
268
180
179
184
Being former citizens of
Malta via art. MALTA’S CITIZENSHIP LAW: EVOLUTION AND CURRENT REGIME MALTA’S CITIZENSHIP LAW: EVOLUTION AND CURRENT REGIME 381 fairs for the years 1990-2008 show that the number of citizenships ac-
quired by registration rose sharply from the year 2000 onwards (see
Figure 12.1, which also shows that the change in policy regarding dual
and multiple citizenship in 2000 had a greater effect on registrations
than naturalisations). From an annual average of 111 in the 1990s the
number of registrations shot up to 512 in 2000 and 1,062 in 2001 and
has remained in the region of 500 a year ever since. g
5
y
The figure of 1,062 in 2001 remains the highest figure ever recorded
for citizenship registrations in Malta. This increase is attributed by the
National Statistics Office (NSO) in the Demographic Review 2001 to the
removal of the prohibition against dual and multiple nationality by the
legislative amendments that entered into force in February 2000. The
figure remained high in 2002 when 684 registrations were recorded.23
This might be attributed to the fact that until 2002 Australian law pro-
hibited dual and multiple nationality24 and this prevented the many
Maltese emigrants residing in Australia from taking advantage of the
changes in the Maltese legislation in 2000 and registering for Maltese
citizenship. When Australia changed its law on 4 April 2002 and re-
moved the prohibition, this resulted in a surge of registrations in 2002
by persons who were now able to retain both Maltese and Australian ci-
tizenship.25 In 2003 and 2004, the number of registrations decreased
to 496 and 514, respectively,26 and remained at this level up to 2007. The 2007 amendments, described in section 12.4. below, have again
served to trigger an increase in citizenship registrations, though not to
the level of the 2000 amendments since they affect more remote gen-
erations, raising the number of registrations to 594 in 2008. Table 12.1 gives a breakdown of the figures for acquisition by regis-
tration for 1998-2008 according to the grounds for registration and
shows that it was mostly (i) foreign spouses; (ii) children born abroad
to female citizens of Malta; and (iii) former citizens of Malta who had
lost their citizenship because of the possession or acquisition of an-
other citizenship that took advantage of the change in policy regarding
dual and multiple citizenship to acquire citizenship by registration. MALTA’S CITIZENSHIP LAW: EVOLUTION AND CURRENT REGIME The last two grounds, ‘minor children of Maltese descent’ and ‘persons
of Maltese descent’ are the new grounds introduced by the 2007
amendments. 12.3
Statistical developments 8
–
–
177
139 109
64
37
25
29
21
25
Minor children of Maltese
descent
–
–
–
–
–
–
–
–
–
5
62
Persons of Maltese des-
cent
–
–
–
–
–
–
–
–
–
27
163
Total
111
79
512 1,062 684 496
514
490 406
460
594
Source: Department for Citizenship & Expatriate Affairs Table 12.1
Acquisition of Maltese nationality by registration for 1998-2008 according to the
grounds for registration Figure 12.1
Number of naturalisations and registrations in Malta, 1990-2008
0
200
400
600
800
1,000
1,200
1,400
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
Registration
Naturalisation
Source: Department for Citizenship & Expatriate Affairs Figure 12.1
Number of naturalisations and registrations in Malta, 1990-2008
0
200
400
600
800
1,000
1,200
1,400
1990
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
Registration
Naturalisation
Source: Department for Citizenship & Expatriate Affairs Source: Department for Citizenship & Expatriate Affairs Source: Department for Citizenship & Expatriate Affairs 12.4
Recent reforms In 2007 important amendments to the Maltese Citizenship Act were
passed by the House of Representatives (Act X of 2007) bringing three
significant changes to Malta’s citizenship law. 382 EUGENE BUTTIGIEG First, in response to repeated requests by the Maltese diaspora, dual
citizenship has been extended to second and subsequent generations
of Maltese born outside Malta and living abroad. The 1989 amend-
ments to the Act had introduced dual citizenship for those who had
been Maltese citizens by birth in Malta but who had emigrated and gi-
ven up their Maltese citizenship, in order to enable them to reacquire
Maltese citizenship. The 2000 amendments went a step further by ex-
tending dual citizenship to those who had been Maltese citizens by
descent (i.e. because at least one of their parents was born in Malta)
rather than by birth in Malta and who had subsequently lost this citi-
zenship upon acquisition of citizenship in another country. This made
it possible for children of Maltese emigrants born abroad to acquire or
retain Maltese citizenship provided one of their parents had been born
in Malta. However, this still excluded the offspring of these children,
i.e. second and subsequent generations, from citizenship, because in
their case, neither parent, though Maltese, had been born in Malta. The 2007 amendments extend dual citizenship to these generations,
as the ius soli requirement was moved even further up the line of an-
cestry; provided that somewhere along the applicant’s direct line of
Maltese ancestry there is an ascendant who was born in Malta of a par-
ent likewise born in Malta, applicants would be entitled to Maltese citi-
zenship even though neither of their parents had been born in Malta. Following the entry into force of the 2007 amendments on 1 August
2007 (LN 178 of 2007), art. 5 of the Citizenship Act now provides that
those born outside Malta on or after the date of independence are en-
titled to apply for registration as citizens of Malta if they prove
(through documentary evidence such as birth, marriage and death cer-
tificates) that they are the direct descendants of a Maltese ascendant
born in Malta of a parent likewise born in Malta. MALTA’S CITIZENSHIP LAW: EVOLUTION AND CURRENT REGIME MALTA’S CITIZENSHIP LAW: EVOLUTION AND CURRENT REGIME 383 eration and subsequent-generation Maltese are not as attached to Malta
as first-generation Maltese.27 The second amendment, which came into force on 6 July 2007,
makes an exception to the rule that a spouse of a citizen of Malta may
acquire citizenship only five years after the marriage. A new provision
in art. 10 provides that the Prime Minister may, by means of a notice
published in the Government Gazette, authorise the Minister to grant
a certificate of naturalisation to the spouse of any citizen of Malta with-
out any residence requirements when either the spouse or the said citi-
zen has rendered ‘exceptional services’ to Malta or humanity. p
y
A third amendment that entered into force on 1 August 2007 recti-
fied an anomaly in the Act. Hitherto, those who were born outside Mal-
ta before the date of independence were deemed to have automatically
acquired Maltese citizenship on the date of independence only if they
were citizens of the United Kingdom and Colonies up to that date and
their father and a paternal grandparent were both born in Malta. Con-
versely, those with a non-Maltese father whose mother and a maternal
grandparent had both been born in Malta could acquire citizenship
only by satisfying a five-year residency requirement. The amendments
now redress this anomaly by introducing new provisions in art. 3 that
remove this residency requirement and entitle such persons irrespec-
tive of any residency period to be registered as Maltese citizens because
of their mother’s and a maternal grandparent’s birth in Malta. More-
over, the first amendment concerning dual citizenship for second and
subsequent generations described above also benefits those born
abroad before the date of independence who prove that they are des-
cendants in the direct line of an ascendant born in Malta with a parent
likewise born in Malta. Apart from these legislative amendments, a policy decision has re-
cently been taken that benefits a small category of foreigners who,
while themselves not qualifying for Maltese citizenship in terms of the
Maltese Citizenship Act, have children who are Maltese citizens be-
cause they were born in Malta before 1989, when the law as it stood
then conferred citizenship on them, notwithstanding that they were
not of Maltese descent. MALTA’S CITIZENSHIP LAW: EVOLUTION AND CURRENT REGIME Maltese citizenship has been extended on the
basis of a policy decision to these parents if they have been residing in
Malta for fifteen years.28 12.4
Recent reforms However, if the appli-
cant has parents, grandparents and other ancestors who are still alive
and are also direct descendants themselves in this sense, they would
also have to apply for Maltese citizenship under the new provision, as
otherwise the Maltese citizenship link would have been broken down
the line. If any of these ascendants entitled to Maltese citizenship died
before 1 August 2007 or if a parent dies within three years from this
date without applying for citizenship, he or she would still be deemed
to have acquired citizenship for the purposes of this provision and so
the line of Maltese citizenship throughout the generations would not
be considered broken (i.e. a three-year grace period). It has been reported that since the 1989 amendments, the Citizen-
ship Department has confirmed the right to dual citizenship for 12,250
applicants, a number that is expected to increase following this 2007
amendment, though not to the same extent, as obviously second-gen- 12.5
Conclusions The main motive for the acknowledgement of dual and multiple citi-
zenship was to do justice to the thousands of Maltese citizens who had
lost their citizenship when, due to economic circumstances, they had 384 EUGENE BUTTIGIEG been forced to emigrate to seek work overseas and thereby acquired for-
eign citizenship. By extending citizenship to the third generation, the
link to the diaspora has been extended beyond former Maltese citizens. Not only have Maltese diaspora regained their legal ties to their or their
ancestors’ homeland but, following Malta’s accession to the European
Union, they may now also partake of the benefits of European citizen-
ship. Throughout the years, through its participation in international
fora debating nationality issues Malta has regularly reviewed and re-
vised its nationality policies in line with evolving concepts so that gen-
der inequalities and other forms of discrimination prevailing in the law
have now been mostly redressed bringing the legal regime in line with
international trends. However, although Malta has signed, though not yet ratified, the
European Convention on Nationality, the Maltese Citizenship Act has
yet to fully embrace the principle of non-discrimination between its na-
tionals incorporated in art. 5(2) of the Convention as the provisions on
deprivation of citizenship in art. 14(2) of the Act discriminate against
persons who acquired citizenship by registration or naturalisation. Maybe this is one reason why Malta has yet to ratify the Convention
that it signed on 29 October 2003, though it should be noted that art. 5(2) of the Convention does not have a mandatory effect but only con-
stitutes a ‘declaration of intent’ by the signatories.29 This discrimina-
tory issue has not been the subject of any public debate or controversy
in Malta. Following accession to the European Union, although accession it-
self did not necessitate changes in Maltese citizenship laws as the laws
were already in consonance with internationally accepted norms, the
fact that Maltese citizenship now automatically confers European citi-
zenship rights on holders of Maltese citizenship means that Maltese
authorities must now consider the wider implications of any policy
changes relating to the acquisition and loss of citizenship, particularly
in relation to its immigration policy. 12.5
Conclusions Chronological list of citizenship-related legislation in Malta
Date
Document
Content
Source
1964
Constitution of Malta
(chapter III)
Contains provisions
conferring and regulating
Maltese citizenship based
on a combination of the
ius soli and ius sanguinis
principles and prohibiting
dual or multiple
citizenship
http://docs.justice.gov.mt Chronological list of citizenship-related legislation in Malta
Date
Document
Content
Source
1964
Constitution of Malta
(chapter III)
Contains provisions
conferring and regulating
Maltese citizenship based
on a combination of the
ius soli and ius sanguinis
principles and prohibiting
dual or multiple
citizenship
http://docs.justice.gov.mt Chronological list of citizenship-related legislation in Malta 2000 Act III amending the
Constitution of Malta and
Act IV amending the
Maltese Citizenship Act Source 1964
Constitution of Malta
(chapter III) http://docs.justice.gov.mt MALTA’S CITIZENSHIP LAW: EVOLUTION AND CURRENT REGIME 385 Date
Document
Content
Source
1965
Maltese Citizenship Act,
chapter 188 of the Laws of
Malta
Introduces more detailed
provisions and regulates in
particular the acquisition
of Maltese citizenship by
registration and
naturalisation
http://docs.justice.gov.mt
1974
Act LVIII amending the
Maltese Citizenship Act
and the Constitution of
Malta
Amendments necessitated
by Malta’s transformation
into a republic
http://docs.justice.gov.mt
1975
Act XXXI amending the
Maltese Citizenship Act
Slightly amends provisions
on naturalisation
http://docs.justice.gov.mt
1977
Act IX amending the
Maltese Citizenship Act
Prohibits acquisition of
citizenship by adoption
http://docs.justice.gov.mt
1989
Act XXIII amending the
Constitution of Malta and
Act XXIV amending the
Maltese Citizenship Act
Introduces an exception to
the prohibition against
dual citizenship for
expatriates; shifts to a rule
based more on ius
sanguinis than on ius soli
by providing that mere
birth in Malta would no
longer suffice to confer
citizenship at birth but
must be accompanied by
Maltese descent of at least
one of the parents;
amends some of the
provisions that were
resulting in gender
inequality; reintroduces
acquisition of citizenship
by adoption; removes the
distinction between
Commonwealth citizens
and other foreigners for
naturalisation purposes;
extends the grounds for
naturalisation
http://docs.justice.gov.mt
2000 Act III amending the
Constitution of Malta and
Act IV amending the
Maltese Citizenship Act
Allows dual and multiple
citizenship; introduces
restrictions in the
provisions on spousal
transfer of citizenship to
discourage marriages of
i
t
f
th
http://docs.justice.gov.mt particular the acquisition
of Maltese citizenship by
registration and
naturalisation
Amendments necessitated
by Malta’s transformation
into a republic
http://docs.justice.gov.mt
Slightly amends provisions
on naturalisation
http://docs.justice.gov.mt
Prohibits acquisition of
citizenship by adoption
http://docs.justice.gov.mt
Introduces an exception to
the prohibition against
dual citizenship for
expatriates; shifts to a rule
based more on ius
sanguinis than on ius soli
by providing that mere
birth in Malta would no
longer suffice to confer
citizenship at birth but
must be accompanied by
Maltese descent of at least
one of the parents;
amends some of the
provisions that were
http://docs.justice.gov.mt 386 EUGENE BUTTIGIEG Date
Document
Content
Source
that thereby becomes the
main law regulating
citizenship while the
Constitution now only
contains the general
principles on citizenship;
makes further
amendments to redress
gender inequality;
introduces provisions to
improve the position of
foundlings
2007
Act X amending the
Maltese Citizenship Act
Introduces the right to
dual or multiple
citizenship for second- and
subsequent- generation
Maltese born outside
Malta and living abroad;
introduces an exception to
the five-year rule for
spouses of Maltese
citizens who render
‘exceptional services’ to
Malta or humanity;
extends citizenship by
registration to persons
born abroad before 1964 of
a non-Maltese father if
their mother and a
maternal grandparent were
both born in Malta
http://docs.justice.gov.mt Date
Document 2007
Act X amending the
Maltese Citizenship Act p
2
Hitherto only minors were allowed to have dual citizenship until their nineteenth
birthday. 3
These legislative changes were preceded by the White Paper on Proposed Legislation
to Amend the Citizenship and Immigration Laws, Office of the Prime Minister
(OPM), 10 August 1998 that explained the proposed amendments. http://docs.justice.gov.mt 4
Art. 22 of the Constitution and art. 7 of the Maltese Citizenship Act. Notes 1
The author would like to thank Joseph Mizzi, Director at the Department for
Citizenship and Expatriate Affairs, and Joseph Treeby Ward, former Director, for
their valuable information and helpful comments on earlier drafts. p
2
Hitherto only minors were allowed to have dual citizenship until their nineteenth
birthday. 3
These legislative changes were preceded by the White Paper on Proposed Legislation
to Amend the Citizenship and Immigration Laws, Office of the Prime Minister
(OPM), 10 August 1998 that explained the proposed amendments. 4
Art. 22 of the Constitution and art. 7 of the Maltese Citizenship Act. 5
Maltese Citizenship Act, art. 9. 7
Ibid., arts. 4 and 6. 8
Ibid., art. 5. MALTA’S CITIZENSHIP LAW: EVOLUTION AND CURRENT REGIME 387 9
Ibid., arts. 3-5, 17. 9
Ibid., arts. 3-5, 17. 9
3 5
7
10 Except in the case of illegitimate children where the national status of the mother
becomes relevant – ibid. art 17. 11
Ibid., art. 9. 11
Ibid., art. 9. 12
Ibid., art. 17. 12
Ibid., art. 17. 13
Ibid., arts. 4 and 6. 13
Ibid., arts. 4 and 6. 14
Ibid., arts. 8 and 9. 14
Ibid., arts. 8 and 9. 15
Ibid., art. 10. 16 Ibid., art. 12. 17
Ibid., art. 19. 7
9
18
These guidelines currently appear on the website of the relevant ministry, the
Ministry for Justice and Home Affairs, www.mjha.gov.mt. 18
These guidelines currently appear on the website of the relevant ministry, the
Ministry for Justice and Home Affairs, www.mjha.gov.mt. 19 However, recently a government minister (Minister for the Family and Social
Solidarity, Dolores Cristina, as reported in The Times of 18 June 2005 on p. 19) an-
nounced that the government is considering a change in policy in this regard in fa-
vour of granting citizenship to refugees who have been living in Malta for ten years
so as to enable them to integrate better into society. So far, however, there has been
no official change in policy on these lines. 19 However, recently a government minister (Minister for the Family and Social
Solidarity, Dolores Cristina, as reported in The Times of 18 June 2005 on p. 19) an-
nounced that the government is considering a change in policy in this regard in fa-
vour of granting citizenship to refugees who have been living in Malta for ten years
so as to enable them to integrate better into society. So far, however, there has been
no official change in policy on these lines. 20 Maltese Citizenship Act, art. 7 and art. 22(2) of the Constitution. 20 Maltese Citizenship Act, art. 7 and art. 22(2) of the Constitution. 21
Maltese Citizenship Act, art. 13. 22 Ibid., art. 14. 23
Demographic Review 2002, National Statistical Office (NSO) 2003. 24 Art. 17 of Australia’s law on citizenship did not allow dual citizenship so that citizens
of Australia would lose citizenship if they acquired another citizenship voluntarily
through registration. 24 Art. 17 of Australia’s law on citizenship did not allow dual citizenship so that citizens
of Australia would lose citizenship if they acquired another citizenship voluntarily
through registration. MALTA’S CITIZENSHIP LAW: EVOLUTION AND CURRENT REGIME 25
Ministry for Justice and Home Affairs, Annual Report 2001-2002. 25
Ministry for Justice and Home Affairs, Annual Report 2001-2002. 26 Demographic Review 2003, NSO 2004. 27 Home Affairs Minister Borg, House of Representatives, sitting of 13 February 2007
and press conference of 15 May 2007. However, for the second and subsequent
generation Maltese living in a non-EU country, such as Australia, the US and
Canada, and the much smaller communities still living in Egypt and Tunisia, there is
the added attraction that Maltese citizenship brings with it the right to travel, study,
live and work in any EU country. 27 Home Affairs Minister Borg, House of Representatives, sitting of 13 February 2007
and press conference of 15 May 2007. However, for the second and subsequent
generation Maltese living in a non-EU country, such as Australia, the US and
Canada, and the much smaller communities still living in Egypt and Tunisia, there is
the added attraction that Maltese citizenship brings with it the right to travel, study,
live and work in any EU country. 28 Home Affairs Minister Borg, House of Representatives, sitting of 13 February 2007. 28 Home Affairs Minister Borg, House of Representatives, sitting of 13 February 2007. 29 Explanatory Report to the European Convention on Nationality, point 45. 13
Nationality and citizenship in Cyprus since
1945: Communal citizenship, gendered nationality
and the adventures of a post-colonial subject in
a divided country Cypriot policymakers still hope that the policy of accession to the 390 NICOS TRIMIKLINIOTIS EU will eventually act as a catalyst in the effort to find a settlement,
but in the immediate aftermath of the referenda the two sides were di-
vided about how to proceed (Hannay 2005; Palley 2005).3 The election
of Demetris Christofias as President of the Republic of Cyprus in Feb-
ruary 2008 has given new impetus to solving the Cyprus problem. Di-
rect negotiations between Christofias and Talat, the two community
leaders, began in September 2008. EU will eventually act as a catalyst in the effort to find a settlement,
but in the immediate aftermath of the referenda the two sides were di-
vided about how to proceed (Hannay 2005; Palley 2005).3 The election
of Demetris Christofias as President of the Republic of Cyprus in Feb-
ruary 2008 has given new impetus to solving the Cyprus problem. Di-
rect negotiations between Christofias and Talat, the two community
leaders, began in September 2008. To evaluate the question of nationality and citizenship, one is forced
to view the ever-present ‘Cyprus problem’ in the historical and politico-
social context of the island and the wider troubled region of the near
Middle East. While the ‘Cyprus problem’ persists and the de facto divide
continues, the politics of ‘citizenship’ has not been ‘frozen’ in time. Ci-
tizenship has played a central role in political discourse, both during
and following the referendum on the UN plan in April 2004. The par-
ticular construction of the Cyprus Republic was such that the struggle
for legitimacy was elevated to the primary struggle for control of the
state. In this conflict the two communal leaderships – the Greek-Cy-
priots and the Turkish-Cypriots – sought to materialise their ‘national
aspirations’: For Greek-Cypriots the aim for Enosis (union with Greece)
and for the Turkish-Cypriots the goal of Taksim (partition) would con-
tinue post-independence. The very concept of citizenship was not only
ethnically/communally defined by the Constitution, but it was also a
sharply divisive issue between the Greeks and Turks, acquiring strong
ethnic and nationalistic overtones (see Tornaritis 1982; Chrysostomides
2000; Trimikliniotis 2000). 13
Nationality and citizenship in Cyprus since
1945: Communal citizenship, gendered nationality
and the adventures of a post-colonial subject in
a divided country Nicos Trimikliniotis Mapping out the complex historical, structural, politico-legal and cul-
tural setting that has generated a specific mode of nationality in the
context of Cyprus is no easy task. In fact, we cannot speak of a nation-
ality policy as such; such a policy has never been formally declared or
publicly discussed, save for times in which the media hysterically criti-
cised the granting of nationality.1 It is, however, possible to deduce a
policy from the practices since independence (Trimikliniotis 2005). p
y
p
p
(
5)
In an area of 9,251 km,2 the total population of Cyprus is around
754,800, of whom 666,800 are Greek-Cypriots (living in the Cyprus
Republic-controlled area). Upon independence in 1960, Turkish-
Cypriots constituted 18 per cent of the population, whilst the smaller
‘religious groups’, as referred to in the Constitution, consisting of Ar-
menians, Latins, Maronites and ‘others’ (such as Roma), constituted
3.2 per cent of the population. It is the third largest island in the Medi-
terranean; its geographical position, in the far eastern part of the Medi-
terranean Sea, historically adjoining Europe, Asia and Africa has been
both a blessing and a curse. Invaders and occupiers for centuries
sought to subordinate it for strategic reasons, followed by British colo-
nial rule. It became an independent Republic in 1960. In the post-colonial
years, there was inter-communal strife and constant foreign interven-
tion of one kind or another, until 1974 when a coup by the Greek junta
and EOKA B2 was used as a pretext for an invasion by the Turkish
army and the subsequent division of the island (Hitchens 1997; Atta-
lides 1979). Turkey still occupies 34 per cent of the territory, whilst
200,000 remain displaced and 80,000 Turkish-Cypriots remain in the
northern, occupied territories. Attempts to resolve the Cyprus problem
have not been successful. Following the overwhelming rejection of the
UN plan to resolve the problem by the Greek-Cypriots and the over-
whelming endorsement on the 24 April 2004 by the Turkish-Cypriots,
Cyprus has entered the EU with the Cyprus problem in a state of lim-
bo. 13.1
History of nationality policy since 1945 13.1.1
The national subject under the colonial spell: ‘Modernising’ the millet
system, divide and rule and the rise of irredentist nationalism Following the opening of the Suez Canal in 1864, the UK persuaded
the Ottomans to cede Cyprus to the UK.4 The British colonialists took
over from the Ottoman rulers by order of Council on 7 October 1878. They immediately embarked on a programme of ‘modernisation’ from
above and from outside by introducing an administrative system super-
seding Ottoman law with English law. Britain formally annexed Cyprus
in 1914, following Turkey’s support for Germany in the First World
War; in 1923, under the Treaty of Lausanne, Turkey formally relin-
quished all its claims to Cyprus and it became a Crown Colony in
1925. In the historical setting prior to the modern era,5 ‘identity’ was not
based on ‘ethnicity’: The notion of ‘citizenship’ did not exist under Ot-
toman rule outside the millet system. This implied that the Ottomans CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY 391 basically recognised the religious leaders of the flock and were co-oper-
ating with them in the administration (Katsiaounis 1996; Kyrris
1980).6 With the annexation of Cyprus by Britain, Cypriots became ‘na-
tives of the colony’, but the essential characteristics of the Ottoman
millet system, a system that was based on communal organisation and
leadership along the lines of faith, were the bases upon which the
faith-groups would be ‘modernised’ as ethnic communities. Hence, the
Muslim community and Christian-orthodox community millets were
gradually ‘modernised’ by the British administrator. There was a trans-
formation of the quasi-medieval community elites into ‘ethno-commu-
nal’ elites: on the one hand, the traditional religious leader of the Chris-
tian Orthodox flock, the archbishop, became the leader of the Greek
community and, on the other, the old Ottoman administrators, who re-
presented the fusion of the political and religious order of the sulta-
nate-caliphate at local level, were transformed into the new political lea-
dership of the Turkish community. The Cypriot ‘natives of the colony’
were thus gradually ethnocised. Nevertheless, the leaders of the autoce-
phalous Greek-orthodox Church retained their ‘ethnarchic role’ (i.e. po-
litical leadership of the flock), despite the serious challenge from the
mass secular movement AKEL (the Progressive Party for the Working
People) from the 1940s onwards (Katsiaounis 2007). 13.1
History of nationality policy since 1945 Moreover, the old
Ottoman administrators were eventually transformed into the Kemalist
elite, following the rise of Mustafa Kemal to power in the Turkish Re-
public (which succeeded the Ottoman empire).7 13.1.3
The ‘national’ rift: Collision and division between Greek-Cypriots and
Turkish-Cypriots (1963-1974) In 1963, following a Greek-Cypriot proposal for amendment of the
Constitution, the Turkish-Cypriot political leadership ‘withdrew’ from
the government. Since then, the administration of the Republic has
been carried out by the Greek-Cypriots. Inter-communal strife ensued
until 1967. In 1964, the Supreme Court ruled that the functioning of
the government must continue on the basis of the ‘law of necessity’,
or, better yet, the ‘doctrine of necessity’, in spite of the constitutional
deficiencies created by the Turkish-Cypriot withdrawal from the admin-
istration.9 The short life of the consociation did not manage to gener-
ate a strong enough inter-communal or trans-communal citizenship. This brief period of peaceful inter-communal political co-existence was
tentative; we cannot therefore speak of a ‘nationality policy’ as such,
above and beyond the politics of the Cyprus conflict and the separate
national aspirations of Greek and Turkish Cypriots, who continued to
work towards Enosis and Taksim respectively, even after independence. Although de iure the Republic continued to exist as a single interna-
tional entity, in practice there were two de facto regimes in the enclaves,
each group controlled, one for the Greek-Cypriots and one for the Turk-
ish Cypriots – a situation aptly called ‘the first partition’ by one scholar
(Droussiotis 2005). The fierce fighting between 1963 and 1967 was fol-
lowed by efforts to reconciliation until 1974, but these efforts failed. 13.1.2 Moments of (in)dependence: Ethno-communal citizenship and the
nationalising of legally divided subjects (1959-1963) 13.1.2 Moments of (in)dependence: Ethno-communal citizenship and the
nationalising of legally divided subjects (1959-1963) The establishment of the Cyprus Republic marks an important devel-
opment in the history of Cyprus, as the island became an independent
republic for the first time since antiquity, albeit in a limited way (see
Attalides 1979; Faustmann 1999). The anti-colonial struggle had
started in the 1930s.8 The four-year armed campaign by the Greek-Cy-
priot EOKA (1955-59) for Enosis and the Turkish-Cypriot response for
Taksim brought about a regime of ‘supervised’ independence by three
foreign ‘guarantor’ nations (UK, Turkey and Greece). The Cyprus Con-
stitution, adopted under the Zurich-London Accord of 1959, contains a
rigorous bi-communalism, whereby the two ‘communities’, Greek-Cy-
priots, who made up 78 per cent of the population, and Turkish-Cy-
priots, who accounted for 18 per cent of the population, share power in
a consociational system. Citizenship is strictly ethno-communally di-
vided. There are also three other minority groups who have the consti-
tutionally recognised status of ‘religious groups’: the Maronites, the Ar-
menians and the Latins. In addition, there is a small Roma commu- 392 NICOS TRIMIKLINIOTIS nity, registered mostly as part of the Turkish-Cypriot community, but
never recognised as a minority group (Trimikliniotis & Demetriou
2009). 13.1.3
The ‘national’ rift: Collision and division between Greek-Cypriots and
Turkish-Cypriots (1963-1974) CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY 393 Greek-Cypriots, who lived in the reduced territory of the internationally
recognised Republic of Cyprus, and that of the Turkish-Cypriots, who
lived under an unrecognised regime, the ‘Turkish Republic of Northern
Cyprus’, which relied heavily on Turkey to maintain it. Turkish-Cypriots
are entitled to citizenship/nationality of the Cyprus Republic and tens
of thousands obtained a passport. However, the vast majority did not
have access to the authorities and was not allowed to cross over to the
‘other side’ by the occupying regime; up to April 2003 there were few
opportunities for ordinary Greek-Cypriots and Turkish-Cypriots to
meet; while Greek-Cypriots did not have access to the occupied terri-
tories, Turkish-Cypriots were not allowed by the regime in the north to
enter the area controlled by the Republic. Greek-Cypriots, who lived in the reduced territory of the internationally
recognised Republic of Cyprus, and that of the Turkish-Cypriots, who
lived under an unrecognised regime, the ‘Turkish Republic of Northern
Cyprus’, which relied heavily on Turkey to maintain it. Turkish-Cypriots
are entitled to citizenship/nationality of the Cyprus Republic and tens
of thousands obtained a passport. However, the vast majority did not
have access to the authorities and was not allowed to cross over to the
‘other side’ by the occupying regime; up to April 2003 there were few
opportunities for ordinary Greek-Cypriots and Turkish-Cypriots to
meet; while Greek-Cypriots did not have access to the occupied terri-
tories, Turkish-Cypriots were not allowed by the regime in the north to
enter the area controlled by the Republic. The period between 1974 and 2003 was characterised by the at-
tempts of the break-away regime to consolidate partitionism in Cyprus
(Dodd 1993). In spite of the efforts to reach an agreement on a solu-
tion based on the ‘High Level Agreements’ of 1977 and 197910 the
Turkish side continued its route towards separatism. The ‘Turkish Re-
public of Northern Cyprus’ (TRNC), a regime recognised only by Tur-
key, was declared. The constitution of the TRNC provides for an ethno-religious-based
nationality and citizenship to a large extent reproducing the provisions
of the Cyprus Republic (Dodd 1993). However, TRNC nationals cannot
make use of the nationality of an unrecognised state. Hence, many
Turkish-Cypriots sought passports from Turkey (see Kadirbeyoglu in
this volume) and the Republic of Cyprus – particularly after accession
to the EU. 13.1.4 The de facto partition: 1974-2003 following the invasion and
occupation Since 1974 the northern part of Cyprus, some 35 per cent of its terri-
tory, has been under Turkish occupation and outside the control of the
Cyprus government. Some 100 Greek-Cypriots inhabit the northern
territory, whilst only a few hundred Turkish-Cypriots continue to live in
the government-controlled south (ECRI 2001, 2006; Kyle 1997) How-
ever, since the end of May 2003 the regime in the occupied territories
has allowed Turkish-Cypriots to visit the Republic-controlled south on
the condition that they return before midnight and the Greek-Cypriots
to visit the north, on the condition of passport inspection and with re-
strictions on their stay. During this 30-year period the de facto partition meant that in effect
there were two separate ‘stories’ about nationality: the story of the CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY In the late 1990s, the TRNC leadership attempted to crimi-
nalise the access to the passport of the Republic of Cyprus, but such ef-
forts were subsequently abandoned as the numbers of Turkish-Cypriots
seeking passports grew and there was a reversal of this policy once the
Annan Plan (version 1) was first introduced in late 2002. In fact, many
Turkish-Cypriot politicians now criticised the authorities of the Repub-
lic of Cyprus for failing to respond quickly enough to ensure the swift
and full provisions of access to citizenship, passports and the public
goods that are available to the nationals of the Republic of Cyprus. g
y
During the post-1974 period the Republic of Cyprus attempted to re-
inforce its legitimacy claiming that Turkish-Cypriot citizens enjoy full
and equal rights under the Republic’s Constitution, such as general ci-
vil liberties and the rights provided by the European Court of Human
Rights (ECHR) as well as other human rights, save for those provi-
sions, that have resulted from (a) the ‘abandoning’ of the governmental
posts in 1963-1964 and (b) the consequences of the Turkish invasion. The ‘doctrine of necessity’ would apply to allow for the effective func-
tioning of the state, whilst the relevant provisions of the Constitution
would be temporarily suspended, pending a political settlement (for 394 NICOS TRIMIKLINIOTIS more on this, see Chrysostomides 2000; Loizou 2001). However, Turk-
ish-Cypriot citizens of the Republic had been denied their electoral
rights since 1964, a matter that was found to be in violation of the Eur-
opean Convention on Human Rights,11 save for the European Parlia-
ment elections in 2004. A new law was passed to at least partially re-
medy the situation before the parliamentary elections in May 2006. y
p
y
y
All of the Republic of Cyprus governments have maintained that
Turkish-Cypriots are entitled to full citizenship rights and the national-
ity of the Republic. The children of Cypriots who now reside in the oc-
cupied territories or abroad and were born after 1974 are entitled to na-
tionality (as with Greek-Cypriots and ‘others’). The bureaucratic ele-
ments involved are due to the non-recognition of any documentation
such as e.g. birth certificates from the TRNC.12 The policy regarding
the treatment of Turkish-Cypriots, who are Cyprus Republic nationals,
is rather contradictory. This reflects the complexity of the Cyprus con-
flict and the constant conflict for legitimacy and recognition. CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY Inevitably,
‘the discourse of recognition’ (Constantinou & Papadakis 2002) spilled-
over into nationality politics, making a mess of the official policy of
‘rapprochement’. Ultimately, the consequences of the situation resulted
in failing to properly treat ordinary Turkish-Cypriots as ‘strategic allies’,
in the context of independence from the Turkish-Cypriots’ nationalistic
leadership, who are perceived as ‘mere pawns of Ankara’. Even today, the Republic of Cyprus seems to be failing to address
certain basic matters: Since Turkish is an official language of the Repub-
lic, allowing Turkish-Cypriots to communicate with government offi-
cials in their own language and making the laws, regulations and
forms available in Turkish is a matter that could have been resolved,
without much difficulty, and would protect the Republic from claims
of discrimination and unconstitutionality (Trimikliniotis & Demetriou
2008). Moreover, the enjoyment of all rights, including the right to
property (of those Turkish-Cypriots who fled their homes in 1963,
1967 and 1974), could have been handled with greater sensitivity and
care, so that the Turkish-Cypriots, who are Cypriot citizens, would feel
more welcome. At the same, time one has to appreciate the context,
particularly the massive displacement of 100,000 Greek-Cypriots from
the north, many of whom are housed in Turkish-Cypriot properties. 13.1.5
New issues for nationality/citizenship policies In the 1990s and early 2000, a number of key issues opening up the
issue of citizenship and nationality and requiring a declared and con-
sistent policy emerged. First, the arrival of migrant workers, who today make up 15 per cent
of the total working population of the island, is a significant factor al- CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY 395 tering the ethnic make up of the population. Although the initial de-
sign was that they be ‘temporary’, they seem to be a permanent feature
of Cypriot society (Matsis & Charalambous 1993; Trimikliniotis 1999;
Trimikliniotis & Pantelides 2003; Trimikliniotis & Demetriou 2007). 3
7)
Second, the arrival of Turkish-Cypriot Roma from the poorer (occu-
pied) north in the south between 1999 and 2002 created a panic that
they were being ‘flooded’ with ‘gypsies’. In spite of the fact that we are
dealing with a group of Cypriots, who moved to the south, the reaction
of the authorities, the media and the public at large displayed a hostile
attitude as if they were undesirable ‘alien citizens’. Studies indicate that
there is wide-spread resentment by the local Greek-Cypriot residents to
the Turkish-speaking Roma coming to their neighbourhood in Limas-
sol and ‘causing trouble’. There is evidence of discrimination against
Roma in the Republic (Spyrou 2003; Trimikliniotis 2003; Trimiklinio-
tis & Demetriou 2009), as they are generally viewed with suspicion by
Greek-Cypriots, but also by Turkish-Cypriots. The arrival of large num-
bers in the south was greeted with fear and suspicion,13 particularly
when the then Minister of Justice and Public Order alleged that they
may well be ‘Turkish spies’,14 whilst the Minister of the Interior as-
sured Greek-Cypriots that the authorities ‘shall take care to move them
to an area that is far away from any place where any people live’, in re-
sponse to the racially motivated fears of local Greek-Cypriot residents.15
The socio-economic position of this generally destitute group renders
them particularly vulnerable and dependent on welfare; the rights that
derive from their citizenship status were thus mediated by the way var-
ious state authorities approached them (e.g. their lifestyle and harass-
ment means that many do not have the necessary documents for
claiming nationality such as birth certificates, identity cards, etc.). 13.1.5
New issues for nationality/citizenship policies Hence the failure to take into account the socio-economic conditions of
the Roma may result in the denial of the right to obtain a passport, as
was found in cases investigated by the Cyprus Ombudsman.16 Third, the opening of the ‘borders’ which allowed many thousands
of Turkish-Cypriots to visit the south were generally greeted by both
Turkish-Cypriots and Roma residing in the south with relief and
optimism.17 However, there was a tense atmosphere generated in the
run up and aftermath of the referendum on the Annan plan to reunite
the island on the 24 April 2004, the rejection of which by the Greek-
Cypriots has given rise to nationalist sentiments in the south (see Had-
jidemetriou 2006). The political atmosphere has drastically changed
since the presidential election in February 2008 and the beginning of
new negotiations to resolve the problem. The fourth issue concerns the children of settlers who are married
with Turkish-Cypriots. This is a highly controversial issue as it brings
out the conflict over the nature of the Cyprus problem: the Turkish pol- 396 NICOS TRIMIKLINIOTIS icy of colonising the north seems to be a major obstacle to a solution. There is a misguided conflation of the internationally condemned pol-
icy by an aggressor country, with the fact that we are also dealing with
some basic rights and humanitarian issues relating to the rights of
children and individuals who marry, found families and continue with
their lives. The granting of nationality rights to children and spouses
of Turkish-Cypriots is a major political issue which has increasingly ta-
ken up the headlines and is discussed in the last section of this chap-
ter. Moreover, the condemnation of a war crime (colonisation) must
not be conflated and confused with issues regarding the conditions of
sojourn and living conditions of poor undocumented workers, who are
primarily present to be exploited as cheap foreign labour. y
g
Finally, the issue of gender has become an important issue as re-
gards citizenship. The position of women in the processes of nation-
building and nationalism raises the crucial question of a gendered Cy-
priot nationality, in what one scholar referred to as ‘the one remaining
bastion of male superiority in the present territorially divided state’
(Anthias 1989: 150). This last ‘bastion’ was formally abolished with an
amendment of the citizenship law in 1999 (No. 13.1.5
New issues for nationality/citizenship policies 65/99), which intro-
duced entitlement to citizenship for descendants of a Cypriot mother
and a non-Cypriot father. The apparent reluctance of Cypriot policy-
makers to amend the citizenship law, allegedly due to the concern
about upsetting the state of affairs as it existed prior to 1974, cannot
stand closer examination. After all, there have been seven amendments
to the citizenship law prior to the amendment No. 65/99. It is appar-
ent that the issue of gender equality had not been a particularly high
political priority. Besides, in the patriarchal order of things, the role of
Cypriot women as ‘symbolic reproducers of the nation’, particularly in
the context of ‘national liberation’, as transmitters of ‘the cultural stuff’,
required that potential association and reproduction of women with
men outside the ethnic group be strictly controlled (Anthias 1989: 151). CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY 397 their Turkish-Cypriot counterparts. However, this bureaucratic measure
which attempts to force on people the issue of ‘recognition’ has become
part of the ‘struggle for legitimacy and recognition’ between the two po-
litical regimes, even though it is up to states and international organi-
sations to recognise them. Cross-boundary contacts and interaction opened up new possibilities
for nationality policy, as the barbed-wire at last became penetrable. The
fluidity of the situation allows greater scope for citizens’ initiatives aim-
ing at reunification (see Demetriou 2006, 2007) and has opened up
the debate on reconciliation in Cyprus (Kadir 2007; Sitas, Latif & Loi-
zou 2007; Trimikliniotis 2007). The current measures cannot be a sub-
stitute for a settlement; it is an awkward state of limbo, whereby the
‘nationals’ are divided along ethnic lines, even though all Turkish-Cy-
priots are entitled to citizenship in the Republic of Cyprus and many
thousands have actually acquired citizenship and passports. The con-
tact since 2003 has created a pattern whereby a consistent number of
persons cross over for work, leisure or other activities, estimated at
about 20 per cent of the population.18 The Third ECRI Report on Cy-
prus notes that a large number of Turkish-Cypriots has been issued
with Cyprus passports (35,000), identity cards (60,000) and birth certi-
ficates (75,000), all of which are relevant figures as far as Cypriot citi-
zenship is concerned (ECRI 2006: para. 78). Interestingly, according to
the Demographic Survey Report (PIO 2006: 12), the population of Cy-
prus is estimated at 854,300 at the end of 2005 (compared to 837,300
at the end of the previous year), of whom 766,400 live in the terri-
tories under the control of the Republic. Turkish-Cypriots are said to be
87,000 persons, Greek-Cypriots 656,000 and foreign citizens 110,000. The same report estimates, on the basis of data from Turkish Cypriot
sources, that about 58,000 Turkish Cypriots have emigrated since
1974. The number of ‘illegal settlers from Turkey’ is said to be ‘most
probably in the range of 150-160 thousand, which is estimated on in-
formation of significant19 arrivals of Turks in the occupied area’ (PIO
2006: 11). The study by Hatay (2005) shows significantly lower figures
for settlers and higher numbers for Turkish-Cypriots. CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY The population
issue remains a hotly contested issue, not only between the two com-
munities, but also within the Turkish-Cypriot community (see Hatay
2008; Faiz 2008). 13.1.6 The rise of trans-communal subjectivity: Challenging the ethno-
communal boundaries On 23 April 2003 there was a sudden decision by the authorities of the
unrecognised TRNC, to partially lift the ban on freedom of movement. This has taken most by surprise (Demetriou 2007), as the TRNC was
abandoning the long-term vigorous opposition to Greek-Cypriot and
Turkish-Cypriot contacts. The Turkish-Cypriot leadership allowed the
possibility for a course of action the peace and rapprochement move-
ment had been advocating for years; yet the move was certainly a sur-
prise. The issue of ‘passport control’ between the check points became
an issue of tension between Greek-Cypriot politicians and media and 13.2
Modes of acquisition and loss of citizenship Following the annexation of Cyprus by the UK,20 all Ottoman citizens
who were born in or normally resided in Cyprus became British sub-
jects.21 From that day on the basic law regarding the granting of na- 398 NICOS TRIMIKLINIOTIS tionality in Cyprus was the British Nationality and Status of Aliens Act
of 1914 and later the 1948 British Nationality Act. Post-independence
art. 198 of the Constitution of the Cyprus Republic, and Annex D of
the Treaty of Establishment, which was annexed to the Constitution,
regulated the initial determination of the citizenry and the granting of
citizenship/nationality. Annex D was implemented with independence,
as required by art. 195, which provides for the general principle of in-
ternational law that all residents of the former colonial territory would
automatically become citizens of the Republic (Tornaritis 1982: 35; Loi-
zou 2001: 441).22 Art. 198.1(b) provided that: any person born in Cyprus, on or after the date of the Constitu-
tion coming into force, shall become a citizen of the Republic if
on that date his father has become a citizen of the Republic or
would but for his death have become such a citizen under the
provisions of Annex D of the Treaty of Establishment. any person born in Cyprus, on or after the date of the Constitu-
tion coming into force, shall become a citizen of the Republic if
on that date his father has become a citizen of the Republic or
would but for his death have become such a citizen under the
provisions of Annex D of the Treaty of Establishment. This was the case until the enactment of the main Law on Citizenship
in 1967.23 In 2002, a new Law on the Population Data Archives No. 141(I)/2002 unified all provisions regarding the archiving of births and
deaths, registration of residents, registration of constituent voters and
the registration of citizens. It also introduced special provisions for the
issuing of passports and travel documents and refugee identity cards to
refugees. The new Law has so far been amended four times; however,
none of these changes affected the acquisition and loss of citizen-
ship.24 Together with Annex D this law currently regulates the acquisi-
tion and loss of Cypriot citizenship. Cypriot policy-makers have followed the ‘mixed’ principle that com-
bines ius soli and ius sanguinis (Tornaritis 1982: 38-39). 13.2
Modes of acquisition and loss of citizenship However, ius
sanguinis is far more important in the regulations than ius soli, as Cy-
priot descent is the primary criterion for acquisition of citizenship as will
be shown further down. Citizenship can be acquired automatically, via
registration and naturalisation, but at the core of citizenship policy re-
mains the notion that all persons of Cypriot descent are entitled to apply. 13.2.1 Acquisition by descent A person born in Cyprus or abroad on or after 16 August 1960 auto-
matically acquires Cypriot citizenship provided that at the time of his
or her birth either of the parents was a citizen of the Republic or, in
the case that the parent(s) were deceased at the time of his or her birth,
either of them was entitled to acquire citizenship had he or she not
been deceased. In cases of permanent residents abroad, this provision CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY 399 is not applicable unless the child’s birth is registered in the prescribed
manner.25 Moreover, there are two exceptions to this general rule: Firstly, the current law provides that children born to parents, one of
whom unlawfully entered or resides in the Republic, do not automati-
cally become citizens of Cyprus even if the other parent holds or would
have been entitled to Cypriot citizenship. They can become citizens
only following a decision of the Council of Ministers.26 This amend-
ment was apparently directed against Turkish nationals who settled in
the north at a time when it was deemed politically ‘necessary’ or ‘expe-
dient’ by policymakers. However, it is obviously discriminatory against
persons who have Turkish-Cypriot descent from one parent and is con-
trary to the Constitution and international obligations of the Republic. y
g
p
Whether children of Turkish nationals should be granted Cypriot ci-
tizenship is a hot political issue and there are conflicting accounts of
what categories of persons are affected. Media reports and right-wing
politicians seem to concur that the issue at stake is the granting of citi-
zenship to children who have one Cypriot parent and another who is a
settler. However, ministry officials claim that persons falling under this
category are invariably granted nationality, albeit in a manner that does
not cause strong reactions.27 In any case, making a child’s nationality
conditional on the status of ‘legality’ or ‘illegality’ of the parents, or
even worse of one of the two parents, not only violates the rights of
children, as provided for in the UN Convention for the Rights of the
Child, but also constitutes discrimination against the children who are
victimised by the political situation and whom the Republic has an ob-
ligation to protect and respect. Due to the lack of transparency, it is not
possible to assess the implementation of this law. 13.2.1 Acquisition by descent The Third ECRI Re-
port on Cyprus (2006: 8) notes that the Cyprus Ombudsman is cur-
rently investigating ‘the conformity of this procedure with national and
international standards’. Moreover, it notes that ‘citizenship has been
granted by this procedure to children whose Cypriot parent was a Turk-
ish Cypriot and whose other parent was a citizen of Turkey’; however,
it also states that ‘decisions to grant nationality have resulted in intoler-
ant and xenophobic attitudes in public debate’. Secondly, sect. 109(3) of law 141(I)/2002 expressly prescribes that
the above provisions for acquisition of citizenship do not come into
force in cases where a person is born in Cyprus or abroad between 16
August 1960 and 11 June 1999, if his or her claim is based solely on
his or her mother’s citizenship, or the fact that she was entitled to citi-
zenship of the Republic. However, the law stipulates that the person
(or if the person is a minor, his or her father or mother) may submit
an application to the minister to be registered as a citizen of Cyprus. The Equality Body of Cyprus examined a complaint claiming discrimi-
nation on the grounds of sex/gender and nationality (and indirectly 400 NICOS TRIMIKLINIOTIS ethnic or racial origin) for descendants of women of Cypriot origin
born between 16 August 1960 and 11 June 1999.28 The Equality Body
(the Ombudsman in its capacity as the Equality and Anti-discrimina-
tion Body) considered that the said provision was indeed discrimina-
tory; however, in a rather obscure decision, it refused to take any
further action, due to the ‘transitory nature of the provision, to counter
the situation and the expectations that had formed up to 1999 on the
basis of the regimen of acquiring citizenship’.29 In any case, they are
entitled to obtain nationality via registration. y
g
Another mode of acquisition (sect. 109(3)) is provided for persons
born on or after 16 August 1960 and who are of Cypriot origin, i.e. descendants of a person who: p
a. became a British citizen on the basis of the Cyprus (Annexation)
Order-in-Council between 1914 and 1943; or a. became a British citizen on the basis of the Cyprus (Annexation)
O d
i
C
il b t
d b. was born in Cyprus between 5 November 1914 and 16 August 1960
during which time his or her parents were ordinarily resident in
Cyprus. 13.2.1 Acquisition by descent These persons are entitled to be registered as citizens provided that
they are adults and of sound mind,30 apply to the minister31 via the de-
signated means and provide an official confirmation of loyalty to the
Republic, according to the format provided in the Second Table an-
nexed to the law.32 13.2.2 Acquisition via registration The following persons are entitled to be registered as Cypriot citizens
upon application to the relevant Minister: 1. Citizens of the United Kingdom and Colonies or a country of the
Commonwealth,33 who are of Cypriot descent,34 provided that they: L
ordinarily reside in Cyprus and/or resided for a continuous peri-
od of twelve months in Cyprus or a shorter period that the min-
ister may accept under special circumstances of any specific case,
immediately before the date of the submission of their applica-
tion, or are serving in the civil or public service; L
are of good character; L
intend to remain in the Republic, or depending on the circum-
stances, continue serving in the civil or public service (sub-sect. 110(1)); and L
sign an official confirmation of loyalty to the Republic. 2. Spouses or widowers/widows of persons who were citizens of the
Republic, or spouses of persons who, had they not been deceased,
would have become or would have the right to become citizens of
the Republic, provided that they: CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY 401 L
ordinarily reside in Cyprus and/or resided there for a period not
less than three years;35 L
ordinarily reside in Cyprus and/or resided there for a period not
less than three years;35 L
ordinarily reside in Cyprus and/or resided there for a period not
less than three years;35 L
are of good character; L
intend to remain in the Republic, or depending on the circum-
stances, continue serving in the civil or public service of the Re-
public or the educational service of the Republic or the Police
Force of the Republic even after registration as citizens of the Re-
public (subsect. 110(2)); and p
(
( ))
L
sign an official confirmation of loyalty to the Republic. 3. Underage children of any citizen. In this case the application for ci-
tizenship has to be submitted by the parent or the guardian of the
child. A person who has renounced his or her citizenship of the Republic or
has been deprived of it may not be registered as citizen of the Republic
according to sect. 110, but may still be registered with the approval of
the minister (subsect. 110(4)). Persons who have been registered under
this section become citizens of the Republic from the date of their re-
gistration (subsect. 110(5)). 13.2.2 Acquisition via registration This provision places Cypriot descent at the core of the right to ac-
quire citizenship; spouses and under-age children who are resident in
Cyprus can apply but their application is treated as dependent on the
person of Cypriot origin. Moreover, there is an issue of how the rights
of spouses and dependents are implemented. In fact, the practice of
the immigration authorities to deport migrants who have been living
in Cyprus for several years continued in spite of criticism from legal
circles, human rights NGOs, from the Ombudsman and from the
Commissioner for Legislation.36 Within a time span of only a few
weeks, the Court cancelled deportation orders on numerous in-
stances.37 13.2.3 Acquisition via naturalisation (πολιτογράφηση) A non-Cypriot who resides lawfully in the Republic may acquire citi-
zenship via discretionary naturalisation if he or she fulfils all of the fol-
lowing conditions formulated in Table 3 annexed to the law (subsect. 111): )
a. he or she has lawfully resided in the Republic of Cyprus for the en-
tire duration of twelve months immediately preceding the date of
application; b. over and above the twelve months referred to above, an additional
continuous period of seven years in the period immediately prior to
this, the applicant must have ordinarily resided in the Republic, or
have been serving in the civil or public service of the Republic, or a 402 NICOS TRIMIKLINIOTIS bit of both, for periods amounting in total to no less than four
years; bit of both, for periods amounting in total to no less than four
years; c. he or she is of good character; and c. he or she is of good character; and d. he or she intends to reside in the Republic. d. he or she intends to reside in the Republic. The law also provides for acquisition of citizenship via naturalisation
for students, visitors, self-employed persons, athletes and coaches, do-
mestic workers, nurses and employees who reside in Cyprus with the
sole aim of working there as well as spouses, children or other depen-
dent persons. The prerequisites are that they must have ordinarily re-
sided in the Republic for at least seven years and one year in the period
immediately prior to the application their stay must be ‘continuous’.38
There are also exceptional situations where citizenship may be
granted.39 One must bear in mind that all of the above are based on the discre-
tion of the Council of Ministers and the Minister of the Interior. More-
over, given that there has been a policy that migrant worker permits
cannot be extended beyond four years, the chance of acquiring citizen-
ship for these groups is rather slim, unless they are married to a Cy-
priot or are granted leave to stay on other exceptional grounds. Cypriot
authorities are very reluctant to grant citizenship to migrants. The Cy-
prus government failed to transpose Directive 203/109/EC by 23 Janu-
ary 2006. 13.2.3 Acquisition via naturalisation (πολιτογράφηση) The law was passed in February 2007; following criticism by
NGOs and strong trade union opposition, the restrictive criteria origin-
ally foreseen for granting long-term migrants this special status, which
included proficiency in Greek language, history and civilisation, were
eventually dropped by the parliament. The naturalisation procedure has been criticised in the Second ECRI
Report on Cyprus as the conditions apparently ‘leave a wide margin of
discretion to the Naturalisation Department as concerns decisions to
grant citizenship’; moreover the same Report claims that ‘there have
been complaints that these decisions are sometimes discriminatory’
(ECRI 2001: 9). The same practice was criticised by the Third ECRI
Report (2006: 8), which also notes that ‘decisions are still excessively
discretional and restrictive’ but that ‘this is reflected not only in the use
made of public order considerations, but also in the application of resi-
dency and language requirements’. The ‘Cyprus problem’ is often quoted as a ‘national priority’ and is
invoked by Greek-Cypriot authorities as the reason for their reluctance
to open up citizenship rules so as not to alter the demography, particu-
larly in the context of the Turkish policy of settlement in the occupied
northern territories. However, this does not withstand close scrutinity
as numerous amendments were made to facilitate various population
policies that benefit what is perceived as ‘the Greek-Cypriot interest’. CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY 403 Several decisions by the Ombudsman have criticised a number of
practices of the Population Data Archives regarding the process of
granting citizenship. In particular, criticism is directed at the restrictive
approach of the Director of the Population Data Archives as regards
the acquisition of citizenship via registration and naturalisation; parti-
cularly critical are the decisions regarding the rejection of applications
for citizenship based on marriage with Cypriots.40 Moreover, the deci-
sions also highlight considerable delays in the processing of the appli-
cations, prejudice based on the religion of the applicant and the exer-
cising of administrative discretion in the interpretation of the regula-
tion that excludes those who have entered the country illegally from
acquiring citizenship.41 Overall, the implementation of the rules on naturalisation and with
the wide margin of discretion provided for by the legislation, is an is-
sue of concern regarding the fairness of these policies. 13.2.3 Acquisition via naturalisation (πολιτογράφηση) There is little
encouragement and information for persons entitled to be naturalised
and there are bureaucratic obstructions that make the application for
naturalisation unattractive and cumbersome. One can explain this pol-
icy as a mixture of the colonial legacy and the keenness of the authori-
ties to hold on to their ‘sovereignty’ concerning entry, sojourn, resi-
dence and citizenship, particularly as the protracted Cyprus conflict is
often invoked as a pretext. The consequence is a restrictive regime that
requires reform if it is to observe international law standards on the
subject. 13.2.4 Renunciation and deprivation of citizenship Any adult citizen of sound mind who is also a citizen of another state
may renounce his or her citizenship by submitting a confirmation of
renunciation, and the minister will take the appropriate action for the
registration of such confirmation (sect. 112). Deprivation of citizenship is possible, only for citizens who acquired
citizenship via registration or naturalisation, via an Order of the Coun-
cil of Ministers (sect. 113) under the following circumstances: a. When it is established that the registration or certification of citi-
zenship was obtained by deceit, false pretences or concealment of a
material fact (subsect. 113(2)). b. If the Council of Ministers (subsect. 113(3)) is satisfied that:
L
through deeds or words this person has demonstrated a lack of
loyalty to the laws of the Republic;42 or If the Council of Ministers (subsect. 113(3)) is satisfied that: (
3(3))
L
through deeds or words this person has demonstrated a lack of
loyalty to the laws of the Republic;42 or L
in a war fought by the Republic this person was illegally involved
in an exchange with the enemy, has contacted the enemy or was
in any way involved in any operation in which he knowingly as-
sisted the enemy; or 404 NICOS TRIMIKLINIOTIS L
within five years from naturalisation, he or she is convicted in
any country of a crime carrying a sentence of one year or more. c. If the Council of Ministers (subsect. 113(4)) is satisfied that the nat-
uralised citizen has ordinarily resided in foreign countries for a con-
tinuous period of seven years. The Council of Ministers cannot deprive a person of citizenship unless
it is satisfied that it is not in the public interest that the said person re-
mains a citizen of the Republic (sub-sect. 113(5)). It is apparent that the above is contrary to art. 5 of the 1997 Eur-
opean Convention on Nationality, which Cyprus is yet to sign. In fact,
the Second and Third ECRI Reports on Cyprus recommend that Cy-
prus signs and ratifies this Convention. In any case, there is a com-
plaint before the Equality and Anti-discrimination Body arguing that
the above provision is contrary to the general prohibition of discrimina-
tion as laid down in art. 1 of Protocol 12 to the European Convention
on Human Rights, which has been ratified by the Republic of Cyprus. 13.2.4 Renunciation and deprivation of citizenship But they can acquire citizen-
ship by discretionary naturalisation, providing that they fulfil the re-
quired qualifications. 2. Children born in Cyprus to migrants who do not hold Cypriot citi-
zenship or have a right to acquire it are not entitled to citizenship. 2. Children born in Cyprus to migrants who do not hold Cypriot citi-
zenship or have a right to acquire it are not entitled to citizenship. 2. Children born in Cyprus to migrants who do not hold Cypriot citi-
zenship or have a right to acquire it are not entitled to citizenship. 13.2.4 Renunciation and deprivation of citizenship It is apparent that the decisive element in the granting of citizenship
is Cypriot descent which is combined with birth to form the various ca-
tegories of rights provided. First, we can identify the following cate-
gories of persons of Cypriot descent: 1. Greek-Cypriots (and the three religious groups) born in the area
controlled by the Republic of Cyprus: this category is not really an
issue as citizenship is granted automatically. 2. In principle, the same ought to apply to Turkish-Cypriots born in
Cyprus and to children who have at least one Cypriot parent. Turk-
ish-Cypriots born in the occupied territories are automatically en-
titled to citizenship provided that they submit documents of their
parents or grandparents issued by the Republic of Cyprus or the co-
lonial authorities (TRNC documents are not recognised). However,
in practice, art. 109 of the Law referred to above may result in a
more discretionary regime for persons, one of whose parents is a
Turkish national, even if they reside in the area under control of the
Republic. 3. Persons of Cypriot origin born abroad, who have one Cypriot par-
ent, are entitled to citizenship. 4. Persons of Cypriot origin born abroad between 16 August 1960 and
11 June 1999 and whose entitlement to Cypriot citizenship is solely
based on their mother being Cypriot (or being entitled to Cypriot ci-
tizenship) are not entitled to citizenship. They may, however, apply
to acquire citizenship via registration. 5. Children born in Cyprus to non-Cypriot migrants who legally en-
tered and reside in Cyprus and have acquired or would have been CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY 405 entitled to acquire Cypriot citizenship via naturalisation are entitled
to citizenship. ‘Collateral’ policies have been developed to use tax incentives and na-
tional service ‘discount’ for men (six months if under 26 and three
months if over 26 instead of the 25 months of normal national service)
to attract Greek-Cypriots from abroad to live in Cyprus. y
y
Second, those who are not of Cypriot origin can only acquire citizen-
ship via naturalisation or registration. Therefore, 1. Non-Cypriots who legally entered and reside in Cyprus are not en-
titled to acquire Cypriot citizenship. But they can acquire citizen-
ship by discretionary naturalisation, providing that they fulfil the re-
quired qualifications. 1. Non-Cypriots who legally entered and reside in Cyprus are not en-
titled to acquire Cypriot citizenship. 13.3.1
Europeanisation There is little doubt that the language of ‘Europe’ has become domi-
nant in Cyprus as there is an orientation of political discourse and
rhetoric towards Europe as a reference point.43 The question is whether
the process of Europeanisation has touched upon citizenship and na-
tionality. One issue is European citizenship itself, which affects the di-
vided Cypriot citizenship. A number of key issues relate to the right to
the free movement of workers in the EU; for instance, the fact that Cy-
prus has not yet regulated same-sex marriages and extra-marital rela-
tionships has resulted in various forms of discrimination against les-
bian, gay, bisexual and transsexual Union citizens, thus constituting ef-
fective obstacles to free movement. Another problem is the regulation
of the ‘Green line’ that divides the country (see Trimikliniotis 2008). European Citizenship has different aspects relevant to the potential
for transformation of the citizenship/nationality issue in Cyprus. First
it may provide an all encompassing identity that has the potential to
overcome the ethnic divide between Greek-Cypriots and Turkish-Cy-
priots. It is argued that ‘shared cultural experience’ between Greek-Cy-
priots and Turkish-Cypriots – many times suppressed by nationalists in
the past ‘in order to focus on ethnic differences’ – could become a new
focus as there are common aspects of identity that can unite the two
communities. According to this optimistic view, EU membership may
emphasise the shared culture and help in finding a solution to the Cy-
prus problem (Botswain 1996: 94). Moreover, EU Citizenship may 406 NICOS TRIMIKLINIOTIS have a positive impact on human rights as the EU is expected to act as
a guarantor of rights, such as the freedom of movement, settlement
and ownership of land as provided in the Treaty of Rome and in line
with the ‘acquis communautaire’. ‘Citizenship’ would underpin rights
(communal/individual) thus assisting in creating a better climate of
trust and security through the European Court of Justice, the European
Court of Human Rights, the Council of Europe and the EU in gener-
al.44 The European Conventions of the Council of Europe and other in-
ternational
instruments
for
‘minority
rights’
(Thornberry
1994),
although technically outside the acquis, could arguably be a useful me-
chanism from which Turkish-Cypriots stand to gain;45 however, Turk-
ish-Cypriots are not a ‘minority’ but a ‘community’ in a consociation re-
gime. g
Moreover, matters are, in practice, far more complicated. 13.3.1
Europeanisation Since the
rejection of the UN plan in April 2004, the Europeanisation issues
have not acted as a constructive force: the issue of EU accession has be-
come yet another point of contestation between Greek-Cypriots and
Turkish-Cypriots and the question of what kind of future ‘European so-
lution’ there will be for the Cyprus problem, is becoming a dominant
question. Inevitably, the questions of citizenship have been more or
less put on hold as they are subordinate to the solution of the Cyprus
problem. It is, however, highly likely to return in the near future as it
remains one of the key issues in the Cyprus problem. 13.3.2 Reunification, partition and settlers: Nationality turns into a hot
political issue This is perhaps the greater challenge in the adventures of national-
ity in Cyprus. We have already referred to some of the issues as re-
gards the period 1974-2004 and the challenges of migration. How-
ever, the central question arises out of the latest efforts to resolve
the Cyprus problem, which resulted in the UN plan known as ‘the
Annan Plan’. The issue of who is entitled to nationality is a hot political issue. In
the northern territories the policy of Turkey is to ‘replace’ Turkish-Cy-
priot e´migre´s with Turkish settlers from the mainland or to distort the
demographic balance of the Cyprus population by giving TRNC nation-
ality to a large number of settlers.46 In the area under the control of
the Republic of Cyprus it is estimated that there are between 15,000 to
20,000 Pontian Greeks from the former Soviet Union, a few of whom
were granted nationality, after residing for a period of seven years in
Cyprus.47 The demographic study conducted by the Ministry of the In-
terior in 2000 found that there were 10,000-12,000 Greek Pontians re-
siding in Cyprus at the time. However, there have been changes since; CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY 407 in any case, Pontian organisations claim to represent 40,000-45,000
Greek-Pontians residing in Cyprus. The UN proposal for resolution contains specific provisions over the
number of settlers who would be granted nationality. This has proven
to be a particularly sore point for the Greek-Cypriots, who eventually
rejected the plan. In fact, it is widely believed that one of the reasons
the Greek-Cypriots voted ‘NO’ to the plan was the fear over the ‘large
numbers’ of settlers who would eventually be allowed to remain.48
Nevertheless, these provisions were seen by Greek-Cypriots as proble-
matic in that they were alleged to allow for a ‘perpetual inflow of set-
tlers’, in spite of the 5 per cent cap for any future migration from Tur-
key and Greece.49 y
In the ‘main articles’ of the Foundation Agreement of the Annan
plan (art. 3) there is reference to ‘a single Cypriot citizenship’ regulated
under federal law as well as the ‘internal constituent state citizenship
status’ to be enjoyed by ‘all Cypriot citizens’; moreover, the plan lays
out a set of complicated rules about preserving the ‘identity’ (see ap-
pendix 1). 13.3.2 Reunification, partition and settlers: Nationality turns into a hot
political issue The acquisition of citizenship is regulated by an agreed con-
stitutional law which essentially deals with the issue of settlers from
Turkey. Moreover the plan envisages a federal law on ‘aliens and immi-
gration’ (Foundation Agreement, Attachment 5, Law 1) as well as a fed-
eral law for international protection and the implementation of the
Geneva Convention Relating to the Status of Refugees and the 1967
Protocol on the Status of Refugees (Foundation Agreement, Attach-
ment 5, Law 2) which, in the event of a settlement, would replace the
current laws on immigration and refugees. The plan was rejected by the Greek-Cypriots, but remains relevant to
current and possible future negotiations as the most comprehensive
plan ever to be negotiated, and is therefore a valuable source of ideas
on the formation of a bizonal, bicommunal federation (see Trimiklinio-
tis 2009). In the absence of a solution, prior to the referendum and
soon after, a number of public debates erupted that centred on the
question of nationality policy. The question of moving towards an effec-
tive right to nationality by providing passports for the Republic of Cy-
prus has been relevant particularly since accession. For the Greek-Cy-
priot post-referendum political arena, an issue that became a hot politi-
cal issue was the question of granting the right of nationality to
children of Turkish-Cypriots who married Turkish settlers. Right-wing
media attacked the cabinet decision to grant nationality rights to 703
persons one of whose parents was a Turkish settler.50 The government
was forced to go on the defensive with the Minister of the Interior
claiming that ‘the legislation does not allow the granting of nationality,
either to settlers or an alien from another country, who has entered the
Republic illegally.’51 The media as well as some members of the coali- 408 NICOS TRIMIKLINIOTIS tion partners52 stated that because ‘invasion, colonisation and changing
the demographic character of a country’ is a ‘war crime’, granting na-
tionality to the offspring of colonisers is never justified. In fact, there
are allegations that there is an unofficial moratorium on the subject to
freeze the applications of children of settlers married to Cypriots; a
practice that has been criticised by human rights organisations.53 The current situation in Cyprus leaves the nationality policy regard-
ing this category of persons in a state of limbo. 13.3.2 Reunification, partition and settlers: Nationality turns into a hot
political issue In practice, pending a
resolution of the problem, the Cyprus problem will always predominate
and colour the nationality policy. The greatest challenge for Cypriot pol-
icymakers is to adopt a nationality and citizenship policy that enhances
the possibility for reunification and thus does not consolidate and in-
directly officially endorse partition. 13.4
Statistical developments since 1985: The ‘politics of
numbers’ and the ‘numbers game’ Table 13.1 shows that the anomaly of the Cyprus problem has had a
massive impact on the numbers of citizenship acquisitions. The largest
figure involves Turkish-Cypriots. Most of these acquired citizenship
after 23 April 2003 when the checkpoints were opened – although
Turkish-Cypriots had a right to Cypriot citizenship before that date,
they could not make use of this right due to the war and the de facto
partition since 1974. Between 1995 and 3 March 2009, 101,778 Turk-
ish-Cypriots have acquired birth certificates of the Republic of Cyprus;
83,372 have acquired identity cards and 54,595 passports. Moreover, the
numbers of applications for citizenship more than doubled since Cy- Table 13.1
Acquisitions of Cypriot citizenship by modes, 1985-3 March 2009
Mode of acquisition
Number
1
Naturalisation
5,395
2
Spousal transfer of citizenship
12,824
3
Transfer to children whose parents obtained citizenship
5,160
4
Registrations of persons of Cypriot descent
2,250
5
Persons who acquired citizenship on grounds of origin, e.g. expatriate
Cypriots
23,932
6
Turkish-Cypriots who acquired passports of the Republic of Cyprus
since 1995
54,595
7
Turkish-Cypriots who acquired identity cards of the Republic of Cyprus
since 1995
83,372
8
Turkish-Cypriots who acquired birth certificates of the Republic of
Cyprus since 1995
101,778
Sources: Personal Communication of the Civil Registry Migration Department and the
Population Data Archives, 3 March 2009 Table 13.1
Acquisitions of Cypriot citizenship by modes, 1985-3 March 2009 CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY 409 prus acceded to the EU and there is a backlog of some hundreds of ap-
plications pending. The second largest group of people granted Cypriot citizenship were
Cypriot by descent or by origin (2,250 for category 4 and 23,932 for ca-
tegory 5). This figure reflects the favourable conditions for return mi-
gration to Cyprus, which has enjoyed a steady improvement of the liv-
ing standards and relative stability despite the conflict and the continu-
ing division. Moreover, it illustrates the importance of the ties with
Cyprus and the ethnic connections amongst the Cypriot diasporic com-
munities abroad. Finally, it may reflect the relative success of various
population policies aimed at encouraging expatriates to return to Cy-
prus. However, it is difficult to verify how far these incentives influ-
enced the decision to migrate to Cyprus. It has to be noted that this ca-
tegory includes an unknown number of Turkish-Cypriots. 13.4
Statistical developments since 1985: The ‘politics of
numbers’ and the ‘numbers game’ The third largest category comprises of those who acquire citizen-
ship by marriage, a total of 12,824 persons. Research shows that the
large majority of these are foreign women married to Cypriot men (ra-
tio 7:1) and that there is a preference for certain nationalities (Fulias-
Souroulla 2008). The next largest group are naturalised persons (category 1). The
number of naturalisations is rather small considering that that there
are 138,000 non-Cypriots residing in Cyprus,54
which includes how-
ever over 70,000 EU citizens.55
The number of non-Cypriot natura-
lised migrants is even smaller since an unknown share of those natura-
lised are persons of Cypriot origin born in the Commonwealth prior to
1960 and who could only acquire Cypriot citizenship by naturalisation
as well as those who renounced or were deprived of Cypriot citizenship
to acquire another citizenship (e.g. German). In any case, about half of
those who acquire citizenship by naturalisation are Greek Pontians re-
siding in Cyprus: it is estimated that about 400 Greek Pontians were
granted Cypriot citizenship in 2004 and about 500 in 2005.56 13.5
Conclusions The mechanics of acquisition, renunciation and deprivation of citizen-
ship in the Republic of Cyprus revolves around Cypriot descent: per-
sons of Cypriot origin are basically entitled to citizenship, whilst per-
sons of non-Cypriot descent may be allowed to apply if they have re-
sided in Cyprus for seven years to acquire citizenship via registration
and naturalisation mechanisms. The reference of one of the very few
Cypriot legal scholars dealing with the subject, Criton Tornaritis (1982:
39), that Cyprus has adopted a ‘mixed principle combining ius soli and
ius sanguinis’ is not very helpful as Cypriot descent forms the core. 410 NICOS TRIMIKLINIOTIS Although, we cannot locate a declared policy on citizenship/national-
ity as such in the Republic of Cyprus, what we do find instead is a
practice that derives from the long-standing Cyprus conflict as well as
international developments such as accession to the EU, economic de-
velopment and migration, and to some extent changing attitudes, parti-
cularly as regards the question of gender. Other factors are also of rele-
vance, such as population control, economic and welfare issues, social
policy, etc. As for the unrecognised Turkish Republic of Northern Cy-
prus, the issue of citizenship is totally subsumed in its own ‘struggle
for recognition’ and it is a mirror image of the country it broke away
from and yet can never escape from, the Republic of Cyprus. y
p
p
yp
In the context of Cyprus, nationality policy is inevitably subordinated
to the unique historical conjunctures that perpetuate the island’s pro-
tracted ethno-national conflict. In fact, the question of nationality goes
to the heart of the existence of the country’s very own ‘nation-state dia-
lectic’ (see Trimikliniotis 2000, 2005): the challenge for a citizenship
that manages to transcend the ethno-national conflict and the ethno-
communal divide is perhaps the greatest challenge of all for this coun-
try’s European aspirations for a re-united and peaceful future. The ne-
gotiations between the two community leaders resumed in September
2008 and have raised hopes for a resolution of the dispute in a man-
ner that will reunite the island on the basis of a bi-zoned, bi-communal
federation with a single sovereignty, territory and nationality. This solu-
tion would radically transform the nationality issues as we have known
them. 13.5
Conclusions Chronological list of citizenship-related legislation in the Republic of Cyprus
Date
Document
Content
Source
1960
Constitution of the
Republic of Cyprus
Regulates initial
determination of Cypriot
citizenry after
independence (Annex D);
regulates acquisition of
citizenship (art. 198)
www.kypros.org;
www.legislationline.org
1967
Citizenship Law No. 43/
1967
Regulates acquisition and
deprivation of citizenship;
defines person’s descent
on his or her father’s side
as basic criterion for
citizenship acquisition
www.legislationline.org;
www.coe.int
1972
Citizenship (Amendment)
Law No. 1/1972
Extends the minister’s
discretion regarding
deprivation or renunciation
of citizenship, if the
www.coe.int Chronological list of citizenship-related legislation in the Republic of Cyprus
Date
Document
Content
Source 1996
Citizenship (Amendment)
Law No. 58(I)/1996 CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY 411 Date
Document
Content
Source
minister is of the opinion
that the aim of such a
declaration is to avoid
military service or criminal
prosecution
1983
Citizenship (Amendment)
Law No. 74/1983
Extends entitlement to
citizenship to persons born
in Cyprus prior to
independence and whose
father was of Cypriot
descent; deleted subsect. 4
(d), which entitles ‘persons
born in Cyprus, who are not
entitled by birth to acquire
any other citizenship’, to
Cypriot citizenship
www.coe.int
1996
Citizenship (Amendment)
Law No. 19(I)/1996
Extends the right to
citizenship via registration
to persons whose father
was a British subject on the
basis of the Annexation of
Cyprus Orders of Council
1914-1943 or was born in
Cyprus between 1914-1960
1996
Citizenship (Amendment)
Law No. 58(I)/1996
Regulates the
naturalisation procedure
for persons of non-Cypriot
descent residing and
working in Cyprus
(conditions included: nine
years of residence out of
the previous thirteen years,
plus twelve months of
continuous residence
immediately prior to
application)
1996
Citizenship (Amendment)
Law No. 70(I)/1996
Introduces facilitated
naturalisation for reasons
of public interest
irrespective of residence
rules
1997
Citizenship (Amendment)
Law No. 50(I)/1997
Extends the right to apply
for naturalisation to
spouses, children or other
dependent persons
1998
Citizenship (Amendment)
Law No. 102(I)/1998
Deletes a section in the
Second Table of the main
law which empowered the
Council of Ministers to use
discretion for extending 412 NICOS TRIMIKLINIOTIS Date
Document citizenship to persons of
Cypriot descent
1998
Citizenship (Amendment)
Law No. 105(I)/1998
Empowers the minister to
grant citizenship to
spouses or widows/
widowers married to a
Cypriot for at least two
years
1999
Citizenship (Amendment)
Law No. 65(I)/1999
Extends the right to
citizenship to any person of
Cypriot descent (i.e. regardless of whether the
father or the mother is
Cypriot); makes automatic
acquisition of citizenship
conditional on lawful entry
and stay in the Republic
(effectively this covers
children one of whose
parents is a Turkish settler)
1999
Citizenship (Amendment)
Law No. 128(I)/1999
Deletes the subsection
empowering the Minister of
the Interior to register the
wives or widows of Cypriots
as citizens provided that he
or she is satisfied that they
meet the required
conditions
2001
Citizenship (Amendment)
Law No. 168(I)/2001
Extends the period of
marriage before spouses or
widows/widowers can
acquire citizenship by
registration to at least three
years
2002 Population Data Archives
Law No. 1999
Citizenship (Amendment)
Law No. 128(I)/1999 www.cyprus-un-plan.org 2004 Annan Plan: Foundation
Agreement www.cyprus-un-plan.org CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY 413 Notes 1
This occurred when the government decided to grant citizenship to children of
Turkish-Cypriots married to settlers in 2004 and 2005. 2
This was an illegal terrorist organisation launched allegedly to campaign for Enosis,
i.e. union with Greece; it carried out bombings, murders of civilians and tried several
times to assassinate President Makarios (Droussiotis 1994). 3
These are two contrasting approaches regarding the refenda on 24 July 2004 and
they have implications on how to proceed if a solution is to be found. 4
In return for protection from the expansionist aims of Russia and an annual
payment to Turkey of the sum of £12,000. 5
The ‘modernisation’ began before the British arrived in Cyprus; however, it was
intensified with the arrival of the British colonists at the end of the nineteenth and
the beginning of the twentieth century (see Katsiounis 1996). 6
Such were the privileges granted to the Cypriot Greek Orthodox Church of Cyprus
that the archbishop of Cyprus had direct recognition from the Sultan, as Ethnarchic
leader, the millet bashi. 7
The beginning of the twentieth century saw a conflict between the ‘traditionalists’
and the ‘modernists’ in the Turkish-Cypriot community; a battle that was decisively
won by the modernists (Anagnostopoulou 2004). 8
In the 1940s, the Left had risen and competed with the church for leadership of the
anti-colonial movement (Katsiaounis 2000). By the mid 1950s the church re-
established its authority with EOKA. EOKA (Ethniki Organosis Kyprion Agoniston –
National Organisation of Cypriot Fighters) was the Greek-Cypriot nationalist organi-
sation which started a guerrilla campaign against British colonial rule aimed at self-
determination and union with Greece (Enosis). The political leadership of EOKA was
the church. 9
The case was Attorney General of the Republic v Mustafa Ibrahim and Others
(1964), Cyprus Law Reports 195 (see also Nedjati 1970; Loizou 2001). 10 These agreements set the basis for a bi-communal and bi-zonal federal Republic
following the invasion. 11
See Aziz v. Republic of Cyprus, ECHR, Application No. 69949/01. The full text of
the judgement is available on the website of the European Court of Human Rights:
www.echr.coe.int. 12
Hence the requirements to produce documents relating to birth of their Cypriot
parents prior to 1974. 13
M. Hadjicosta, ‘Fears over gypsy influx’, The Cyprus Weekly, 13-19 April 2001. www.domresearchcenter.com. 14
J. CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY 141(I)/2002
Unifies the Citizenship Law
with various other
population issues, such as
archives, elections,
registration, identity cards,
passports and deaths, into
one law called Population
Data Archives Law No. 141
(I)/2002
2004 Annan Plan: Foundation
Agreement
Comprehensively
restructures population
issues including citizenship
w CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY Notes Matthews, ‘More gypsies crossing from north as Koshis warns about spies’, The Cy-
prus Mail, 3 April 2001. www.domresearchcenter.com. 15
Apparently, the Minister of the Interior at the time, Mr. C. Christodoulou, now
Governor of the Central Bank, said that he would not reveal the options discussed,
because, ‘in this country, when it comes to illegal immigrants or gypsies (moving
into an area), everyone reacts’. See ‘Our reaction to gypsies raises some awkward
questions’, The Cyprus Mail, 10 April 2001. www.domresearchcenter.com. q
yp
p
16 A Turkish-Cypriot woman filed a complaint because her application to be registered
in the Republic’s Citizens Record was rejected, on the basis that the birth of her
mother had not been recorded in the Republic’s archives. The complainant’s mother
had been born to Roma parents who failed to register her birth. It was also noted
that the complainant was inconvenienced for several months due to ill advice by
government officers as to the procedure with regard to her registration. In addition,
she complained about the rejection of her application to enrol her child in school 414 NICOS TRIMIKLINIOTIS because the child did not have a birth certificate from the Republic. Following the
Commissioner’s report on the matter, her child was finally enrolled in school. because the child did not have a birth certificate from the Republic. Following the
Commissioner’s report on the matter, her child was finally enrolled in school. 17
They thought that they could no longer be singled out, targeted and harassed and
there was a general feeling of optimism and rapprochement (Trimikliniotis 2003). 18
Research by the college of Tourism in April 2004 is indicative. 19 The term ‘significant’ is not explained in the Demographic Report of 2005. 20 The Cyprus (Annexation) Order-in-Council 1914, No. 1629 Statutory Rules and
Orders Rev. (1948), vol. V, pp. 577-578. The order can also be found in Cyprus,
(1920), Handbook No. 65 in the series, London: HMSO. 21
The Cyprus (Annexation) Order-in-Council 1917, No. 1374 S.R & O. and The Cyprus
(Annexation) Order-in-Council 1914, No.1629 S.R & O. Rev. (1948), vol. V, pp. 578-
582. 22 The provisions of Annex D are quite detailed governing different categories of
persons and set out the basic structure of citizenship acquisition that was to follow
also in the subsequent legislation on the subject (Tornaritis 1982: 33-41). 23
Law No. 43/67, as amended by Laws No. Notes 1/72, 74/83, 19(I)/96, 58(I)/96, 70(I)/96,
50(I)/97, 102(I)/98, 105(I)/98, 65(I)/99, 128(I)/99, 168(I)/2001. 24 With laws No. 65(I)/2003, 76(I)/2003, 62(I)/2004 and 13(I)/2006. 25
Sects. 109(1) and (2) of Law No. 141(I)/2002 provide for the procedure and the
appropriate forms. In cases where the applicant is under age, the application can be
made by a parent. 26 Art. 109 Population Data Archives Law No. 141(I)/2002. This clause was first
introduced by Law 65(I)/1999 that came into force on 11 June 1999. 27 This information was provided by the officer of the Population Data Archives of the
Ministry of the Interior, Christiana Ketteni, on 15 December 2006. She stated that
the standard practice of the Council of Ministers is to approve ten to fifteen
applications each time there is a meeting of the Council of Ministers. Moreover, she
claimed that the people affected by the Council of Ministers’ discretion are ‘persons
who have a Cypriot grandparent’, but it remained unclear how this category could
fall under art. 109. 28 It was alleged that discrimination is ongoing as the specific provision has resulted in
the perpetual and future discrimination of this category of persons and their
descendants since the principle of anti-discrimination is not only momentarily
applied, but it is also forward looking. It is likely that this provision is in violation of
the laws against discrimination and, in particular, Law No.142(I)/2004, which
transposes the anti-discrimination acquis and more importantly Protocol 12. See File
No. 62/2005 of the Ombudsman’s Report. 28 It was alleged that discrimination is ongoing as the specific provision has resulted in
the perpetual and future discrimination of this category of persons and their
descendants since the principle of anti-discrimination is not only momentarily
applied, but it is also forward looking. It is likely that this provision is in violation of
the laws against discrimination and, in particular, Law No.142(I)/2004, which
transposes the anti-discrimination acquis and more importantly Protocol 12. See File
No. 62/2005 of the Ombudsman’s Report. 29 See File No. 62/2005 of the Ombudsman’s Report. 29 See File No. 62/2005 of the Ombudsman’s Report. 30 The Greek text refers to ‘πλήρης ικανότητα’, which literally translated means ‘full
ability’, but it must be construed as meaning of ‘sound mind’, which was the old
British formulation. Notes 30 The Greek text refers to ‘πλήρης ικανότητα’, which literally translated means ‘full
ability’, but it must be construed as meaning of ‘sound mind’, which was the old
British formulation. 32
A number of Tables are annexed to the Law. The First Table specifies the fees for
issuance of passports; the Second Table includes the format of making a formal oath
of allegiance to the Republic of Cyprus; the Third Table describes the conditions for
naturalisation. 32
A number of Tables are annexed to the Law. The First Table specifies the fees for
issuance of passports; the Second Table includes the format of making a formal oath
of allegiance to the Republic of Cyprus; the Third Table describes the conditions for
naturalisation. 33
For subsect. 110, ‘a country of the Commonwealth’ includes every country excluding
the Republic of Cyprus, on the date of entering into force of the Law, which is a
member of the British Commonwealth and includes the Republic of Ireland and any
other country that has been declared by an Order of the Council of Ministers as a
Commonwealth Country for the purposes of this section. 33
For subsect. 110, ‘a country of the Commonwealth’ includes every country excluding
the Republic of Cyprus, on the date of entering into force of the Law, which is a
member of the British Commonwealth and includes the Republic of Ireland and any
other country that has been declared by an Order of the Council of Ministers as a
Commonwealth Country for the purposes of this section. CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY The deportation order was cancelled by the Court on 13 January 2006 based
on the argument that the immigration authorities should have taken into account the
fact that the appellant was married to a Polish (and therefore EU) citizen. 37
Some indicative cases are the following: Lali Jashiashvili & Costas Hadjithoma v. The
Ministry of the Interior and the Immigration Officer and Nebojsa Micovic v. The
Republic of Cyprus through the Chief Immigration Officer, where the Supreme
Court cancelled the deportation order against nationals living with their families and
working in Cyprus since 1998. Another case involved the deportation order issued
against the Pakistani national Mahmoud Adil when his asylum application was
rejected. The deportation order was cancelled by the Court on 13 January 2006 based
on the argument that the immigration authorities should have taken into account the
fact that the appellant was married to a Polish (and therefore EU) citizen. 38 Introduced by amendment 58(1)/1996. 38 Introduced by amendment 58(1)/1996. 39 Introduced by amendment 70(1)/1996. 39 Introduced by amendment 70(1)/1996. 40 See relevant Ombudsman Reports, Files No. 2599/2005, 1958/2005, 2059/2005,
2368/2005, 2599/2005, 2780/2005. 41
See Ombudsman Report, File No. 727/2006. 41
See Ombudsman Report, File No. 727/2006. 42 The Greek term used is νομιμοφροσύνη. 42 The Greek term used is νομιμοφροσύνη. 43 One scholar termed this as ‘the Europeanisation of political thinking’ (Theophylactou
1995: 121), whilst another scholar interpreted this as the embracing of a ‘Euro-centric
ideology’ by the Greek-Cypriot political elite (Argyrou 1996: 43). 44 It is sometimes assumed that possible ‘weaknesses’ in the settlement would
gradually be somehow eliminated by the operation of the acquis and via access to the
European Court of Justice and the European Court of Human Rights. 44 It is sometimes assumed that possible ‘weaknesses’ in the settlement would
gradually be somehow eliminated by the operation of the acquis and via access to the
European Court of Justice and the European Court of Human Rights. 45 Minority rights for ‘old’ ethnic minorities have a significantly long tradition of
protection under various treaties and authorities, even from the last century, though
these were very restricted and at the whim of the great powers (Hannum 1996: 50-
74). However, art. 8 of the European Convention on Human Rights guarantees the
right to private and family life (which has been interpreted as to include ethnic
identity) and art. CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY 415 34 For the purposes of subsect. 110, a person of Cypriot descent is defined as any
person born in Cyprus and whose parents ordinarily resided in Cyprus at the time of
his or her birth and includes every person that descends from these persons. 34 For the purposes of subsect. 110, a person of Cypriot descent is defined as any
person born in Cyprus and whose parents ordinarily resided in Cyprus at the time of
his or her birth and includes every person that descends from these persons. 35
There are also specific provisions allowing the minister to take measures after less
than three years, but it is restricted to a minimum of two years. Also, for the
purposes of this subsection ‘ordinary residence’ requires at least six months stay in
Cyprus but in any case the total residence in Cyprus during the preceding three
years prior to submission of the application must not be less than two years. 35
There are also specific provisions allowing the minister to take measures after less
than three years, but it is restricted to a minimum of two years. Also, for the
purposes of this subsection ‘ordinary residence’ requires at least six months stay in
Cyprus but in any case the total residence in Cyprus during the preceding three
years prior to submission of the application must not be less than two years. 36 L. Leonidou, ‘Authorities in the dock over treatment of immigrants’, The Cyprus Mail,
15 January 2006. 36 L. Leonidou, ‘Authorities in the dock over treatment of immigrants’, The Cyprus Mail,
15 January 2006. 36 L. Leonidou, ‘Authorities in the dock over treatment of immigrants’, The Cyprus Mail,
15 January 2006. 37
Some indicative cases are the following: Lali Jashiashvili & Costas Hadjithoma v. The
Ministry of the Interior and the Immigration Officer and Nebojsa Micovic v. The
Republic of Cyprus through the Chief Immigration Officer, where the Supreme
Court cancelled the deportation order against nationals living with their families and
working in Cyprus since 1998. Another case involved the deportation order issued
against the Pakistani national Mahmoud Adil when his asylum application was
rejected. CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY regularly referred to the Pontians as the alternative to ‘an Afro-Asian’ new minority
(see Trimikliniotis 1999). (
999)
48 Obviously there was scare mongering and exaggeration by the Greek-Cypriot ‘No
campaign’ about the figures and misinformation about the actual provisions. Palley
(2005) has a chapter devoted to the subject and puts forward the case for the Greek-
Cypriot side and the reasons for the Greek-Cypriot rejection as regards this issue. (
999)
48 Obviously there was scare mongering and exaggeration by the Greek-Cypriot ‘No
campaign’ about the figures and misinformation about the actual provisions. Palley
(2005) has a chapter devoted to the subject and puts forward the case for the Greek-
Cypriot side and the reasons for the Greek-Cypriot rejection as regards this issue. 48 Obviously there was scare mongering and exaggeration by the Greek-Cypriot ‘No
campaign’ about the figures and misinformation about the actual provisions. Palley
(2005) has a chapter devoted to the subject and puts forward the case for the Greek-
Cypriot side and the reasons for the Greek-Cypriot rejection as regards this issue. 49 The provisions were depicted by Greek-Cypriot anti-Annan critics as rewarding the
policy of colonisation. However, this is a highly complex issue which requires a
detailed analysis and a resolution that bears in mind the principles of justice and
international law, as well as the humanitarian, the individual rights and the personal
dimensions of the problem. 50 See G. Psyllides, ‘Citizenship for settler children: Christou hits back’, Cyprus Mail, 1
July 2004. 50 See G. Psyllides, ‘Citizenship for settler children: Christou hits back’, Cyprus Mail, 1
July 2004. 50 See G. Psyllides, ‘Citizenship for settler children: Christou hits back’, Cyprus Mail, 1
July 2004. 51
Minister Andreas Christou quoted in Politis, 7 June 2004. Also see the explanations
of the legal regulations in section 2.1 of this chapter. 51
Minister Andreas Christou quoted in Politis, 7 June 2004. Also see the explanations
of the legal regulations in section 2.1 of this chapter. 52
See Cyprus Mail, 1 July 2004. Palley (2005) deals with the legal and political issues of
the settlers. Also see Hannay (2005). 52
See Cyprus Mail, 1 July 2004. Palley (2005) deals with the legal and political issues of
the settlers. Also see Hannay (2005). CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY 53
In a press release dated 2 July 2004, the human rights NGO ‘KISA’ (Action for
Equality, Support and Anti-racism) expressed concern over the intolerant and racist
attitudes developing around the issue of granting nationality to these children. 54 Data provided by the Civil Registry Migration Department and the Population Data
Archives on 3 March 2009. I would like to thank Andros Ktorides for his help in
obtaining the data and for his lucid analysis. Of course, the argumentation and
conclusions are mine. 55
This figure was provided by the Civil Registry Migration Department and the
Population Data Archives (3 March 2009). However, different numbers are produced
by the Ministry of Labour and Social Insurance: according to their data only 49,639
EU citizens were residing in Cyprus in July 2008 (see Total Aliens and Europeans
Data 2008, www.mlsi.gov.cy). 56 This figure was provided by Christiana Ketteni, an official of the Population Data
Archives, Ministry of the Interior who was asked to comment on the categories,
figures and the underlying policies (15 December 2006). CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY 9 guarantees ‘the right to freedom of thought, conscience and
religion’. More specifically, art. 27 of the Covenant on Civil and Political Rights refers
to the rights of ‘ethnic, religious or cultural minorities’ to ‘enjoy their own culture, to
profess and practice their own religion, or use their own language’, but these are set
to be extended in other areas of freedom (Hannum 1996: 62-63). However, the
European ‘regime’ on ethnic minority groups’ protection, is problematic, as there is a
distinct lack of enforcement mechanisms. These rights are heavily dependent upon
the
nation-states
for
implementation;
in
any
case
the
mechanisms
for
implementation are very weak if not irrelevant (Hannum 1996). 45 Minority rights for ‘old’ ethnic minorities have a significantly long tradition of
protection under various treaties and authorities, even from the last century, though
these were very restricted and at the whim of the great powers (Hannum 1996: 50-
74). However, art. 8 of the European Convention on Human Rights guarantees the
right to private and family life (which has been interpreted as to include ethnic
identity) and art. 9 guarantees ‘the right to freedom of thought, conscience and
religion’. More specifically, art. 27 of the Covenant on Civil and Political Rights refers
to the rights of ‘ethnic, religious or cultural minorities’ to ‘enjoy their own culture, to
profess and practice their own religion, or use their own language’, but these are set
to be extended in other areas of freedom (Hannum 1996: 62-63). However, the
European ‘regime’ on ethnic minority groups’ protection, is problematic, as there is a
distinct lack of enforcement mechanisms. These rights are heavily dependent upon
the
nation-states
for
implementation;
in
any
case
the
mechanisms
for
implementation are very weak if not irrelevant (Hannum 1996). 46 The veteran Turkish-Cypriot leader has often been quoted saying: ‘A Turk leaves,
another Turk comes’. 46 The veteran Turkish-Cypriot leader has often been quoted saying: ‘A Turk leaves
another Turk comes’. 47 It appears that in the days of the collapse of the USSR, Greek-Cypriot policy-makers
toyed with the idea of bringing to Cyprus Greek-Pontians rather than other migrants,
due to their ethnic origin, in part to unofficially and quietly ‘redress’ the Turkish
settler policy. Officially this was never admitted by right-wingers, and nationalists 416 NICOS TRIMIKLINIOTIS regularly referred to the Pontians as the alternative to ‘an Afro-Asian’ new minority
(see Trimikliniotis 1999). Bibliography Anagnostopoulou, S. (2004), Τουρκικός εκσυγχρονισμός – Ισλάμ και Τουρκοκύπριοι στη δαι-
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Cypriots on their Dedalus-like Route to Kemalism]. Athens: Vivliorama. y
Anthias, F. (1989), ‘Women and nationalism in Cyprus’, in N. Yuval-Davis & F. Anthias
(eds.), Woman, Nation-State, 150-167. London: Macmillan. Argyrou, V. (1996), Tradition and Modernity: The Symbolic Class Struggle of the Cypriot
Wedding. Cambridge: Cambridge University Press. g
g
g
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Attalides, M. (1979), Cyprus Nationalism and International Politics. Edinburgh: Q Press. Botswain, T. (1996), ‘Perceptions of Cyprus as European’, in J. Charalambous, M. Sarafis
& E. Timini (eds.), Cyprus and the European Union. A Challenge, 93-119. London: Uni-
versity of North London. Chrysostomides, K. (2000), The Republic of Cyprus. A Study in International Law. London:
Martinus Nijhoff Publishers. Constantinou, M.C. & Y. Papadakis (2001), ‘The Cypriot State(s) in situ: cross ethnic con-
tact and the discourse of recognition’, in T. Dier (ed.), The European Union and the Cy- CYPRUS: POSTCOLONIAL CITIZENSHIP IN A DIVIDED COUNTRY 417 prus Conflict. Modern Conflict, Post-Modern Union, 73-97. Manchester: Manchester
University Press. prus Conflict. Modern Conflict, Post-Modern Union, 73-97. Manchester: Manchester
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Demetriou, O. (2006), ‘Freedom Square: The unspoken reunification of a divided city’,
HAGAR Studies in Culture, Polity and Identities 7 (1): 55-77. y
Demetriou, O. (2006), ‘Freedom Square: The unspoken reunification of a divided city’,
HAGAR Studies in Culture, Polity and Identities 7 (1): 55-77. Demetriou, O. (2007), ‘To cross or not to cross? Subjectivization and the abs
Cyprus’, Journal of the Royal Anthropological Institute (N.S.) 13: 987-1006. Demetriou, O. (2007), ‘To cross or not to cross? Subjectivization and the absent state in
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6 Cyprus’, Journal of the Royal Anthropological Institute (N.S.) 13: 987-1006. Dodd, C.H. (1993), ‘From Federated State to Republic 1975-84’, in C. H. Dodd (ed.), The
Political Social and Economic Development of Northern Cyprus, 103-135. Cambridgeshire:
The Eothen Press. Droussiotis, M. (1994). Από το Εθνικό Μέτωπο στην ΕΟΚΑ Β [From the National Front to
EOKA B]. Nicosia: Alfadi. Droussiotis, M. (2005), Η Πρώτη Διχοτόμηση, Κύπρος 1963-1964 [The First partition, Cy-
prus 1963-1964]. Nicosia: Alfadi. ECRI (2001), Second Report on Cyprus. European Commission against Racism and Intol-
erance. Strasbourg: Council of Europe. ECRI (2006), Third Report on Cyprus. European Commission against Racism and Intoler-
ance. Bibliography The UN Secretary-General’s Mission of
Good Offices in Cyprus 1999-2004. Oxford: HART Publishing. PIO (2006), Demographic Survey Report of 2005. Statistics Department. Nicosia: Republic
of Cyprus. Sitas, A., D. Latif & N. Loizou (2007), Prospects of Reconciliation, Coexistence and Forgive-
ness in Cyprus. A Research Report. PRIO Report 4/2007. Oslo: International Peace Re-
search Institute (PRIO). www.prio.no. Spyrou, S. (2003), Educational Needs of Turkish-speaking Children in Limassol. Report for
UNOPS. Nicosia. Theophylactou, D.A. (1995), Security, Identity and Nation Building. Cyprus and the Eur-
opean Union in Comparative Perspective. Avebury: Ashgate. Thornberry, P. (1994), ‘International and European Standards on Minority Rights’, in H. Miall (ed.), Minority Rights in Europe. The Scope for a Transnational Regime, 13-29. London: Pinter. Tornaritis, C. (1982), Το Πολιτειακό Δίκαιο της Κύπριακής Δημοκρατίας [The Law Relating
to the Government of the Republic of Cyprus]. Nicosia: Cyprus Research Centre. Trimikliniotis, N. (1999), ‘New Migration and Racism in Cyprus: The Racialisation of Mi-
grant Workers’, in F. Anthias & G. Lazaridis (eds.), Into the Margins: Migration and
Exclusion in Southern Europe, 139-179. Aldershot: Ashgate. Trimikliniotis, N. (2000), The Role of State Processes in the Production and Resolution of
‘Ethnic’ and ‘National’ Conflict: the Case of Cyprus. PhD thesis. University of Green-
wich. Trimikliniotis, N. (2003), Discriminated Voices. Cyprus Report. www.multietn.uu.se. Trimikliniotis, N. (2005), ‘Πέραν του έθνους-κράτους: η δυνατότητα για μια ομοσπονδιακή,
πολυεθνοτική ιδιότητα του πολίτη’ [Beyond the nation-state: the potential for a federal
multiethnic citizenship], in N. Trimikliniotis (ed.) Το Πορτοκαλί της Κύπρου [The Or-
ange Colour of Cyprus], 167-244. Athens: Nisos. Trimikliniotis, N. (2006), ‘A Communist’s Post-modern Power Dilemma: One Step Back,
Two Steps Forward, “Soft No” and Hard Choices’, The Cyprus Review 18 (1): 37-86. Trimikliniotis, N. (2006), A Communist s Post modern Power Dilemma: One Step Back,
Two Steps Forward, “Soft No” and Hard Choices’, The Cyprus Review 18 (1): 37-86. Trimikliniotis, N. (2007), ‘Reconciliation and Social Action in Cyprus: Citizens’ Inertia
and the Protracted State of Limbo’, The Cyprus Review 19 (1): 123-160. Trimikliniotis, N. (2008), Cyprus Report 2007 of Network on the Free Movement of Workers
within the European Union. Odysseus Academic Network coordinated by the Institute
for European Studies Brussels. Trimikliniotis, N. (2009), ‘Annan V: Rethinking the Viability of the Constitutional Ar-
rangement and its Future Importance’, in H. Faustmann & A. Varnava (eds.), The
Failure to Reunify Cyprus: The Annan Plan, the Referendums of 2004 and the Aftermath. London: Tauris (forthcoming). Bibliography Strasbourg: Council of Europe. Faiz, M. (2008), ‘The Population Issue in North Cyprus’, The Cyprus Review 20 (2): 175-
187. Faustmann, H. (1999), Divide and Quit? British Colonial Policy in Cyprus 1878-1960. In-
cluding a special Survey of the Transitional Period: February 1959-August 1960. Mann-
heim: Mateo. Fulias-Souroulla, M. (2008), ‘Marriage and Migration: Greek Cypriot Representations
and Attitudes towards Inter-societal Marriage’, The Cyprus Review 20 (2): 117-143. Hadjidemetriou, T. (2006) Το Δημοψήφισμα της 24ης Aπριλίου 2004 και η Λύση του Κυπρια-
κού [The Referendum of 24 April 2004 and the Solution to the Cyprus Problem]. Athens: Papazisis. Hannay, D. (2005), Cyprus: The Search for a Solution. London: I. B. Tauris. Hannum, H. (1996), Autonomy, Sovereignty and Self-determination. The Accommodation of
Conflicting Rights. Philadelphia: University of Pennsylvania Press. Hatay, M. (2006), Beyond Numbers. An Inquiry into the Political Integration of the Turkish
‘Settlers’ in Northern Cyprus. PRIO Report 4/2005. Oslo: International Peace Research
Institute (PRIO). Hatay, M. (2008), ‘The Problem of Pigeons: Xenophobia and a Rhetoric of the “Local” in
North Cyprus’, The Cyprus Review 20 (2): 145-171. Hitchens, C. (1997), Hostage to History. Cyprus From the Ottomans to Kissinger. 2nd edi-
tion. London: Verso. Kadir, D. (2007), ‘Truth and Reconciliation on Cyprus will be Possible, when…’, The Cy-
prus Review 19 (1): 163-169. Katsiaounis, R. (1996), Labour, Society and Politics in Cyprus during the Second Half of the
Nineteenth Century. Nicosia: Cyprus Research Centre. Katsiaounis, R. (2007), ‘Cyprus 1931-1959: The Politics of the Anti-colonial Movement’,
Επετηρίδα 33: 441-469. Kyle, K. (1997), Cyprus: In Search for Peace. Minority Rights Group International Report. London: Minority Rights Group. Kyrris, C. (1980), Peaceful Coexistence. Nicosia: Public Information Office. Loizou, A. N. (2001), Σύνταγμα Κυπριακής Δημοκρατίας [The Constitution of the Republic
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bour Market: The Issue of Foreign Labour’, in E.I. Demetriades, N.F. Khoury & S. Matsis (1996), Labour Utilization and Income Distribution in Cyprus, 23-54. Nicosia:
Department of Statistics and Research, Ministry of Finance. 418 NICOS TRIMIKLINIOTIS Nedjati, Z. (1970), Cyprus Administrative Law. Nicosia. Nedjati, Z. (1970), Cyprus Administrative Law. Nicosia. Ombudsman (2005), Επίτροπος Διοικήσεως, Ετήσια Έκθεση 2004 [Annual Report 2004]. Nicosia: Cyprus Republic Printing Office. y
g
Palley, C. (2005), An International Relations Debacle. The UN Secretary-General’s Mission of Palley, C. (2005), An International Relations Debacle. 14
Changing conceptions of citizenship in Turkey1 Zeynep Kadirbeyoglu International migration and globalisation are factors which affect citi-
zenship practices throughout the world. Increasing tolerance of multi-
ple citizenship is, amongst other things, one of the results of these
trends. This chapter analyses the Citizenship Law in Turkey and argues
that the most important changes in the law were made to accommo-
date the needs and wishes of the emigrants who – even up to the third
generation – maintain vibrant ties with their home countries. The
chapter starts with the history of citizenship in Turkey. The following
section outlines the amendments to the current law that regulates the
acquisition and loss of citizenship. Subsequently, the main forms of ac-
quisition and loss of citizenship in Turkey are mapped out. A final sec-
tion looks at the statistics of people acquiring and losing citizenship in
Turkey. Bibliography Trimikliniotis, N. & C. Demetriou (2007), ‘Cyprus’, in A. Triandafyllidou & R. Gropas
(eds.), European Immigration: A sourcebook, 45-58. Aldershot: Ashgate. Trimikliniotis, N. & C. Demetriou (2008), ‘Evaluating the Anti-discrimination Law in the
Republic of Cyprus: A Critical Reflection’, The Cyprus Review 20 (2): 79-116. Trimikliniotis, N. & C. Demetriou (2009), “The Cypriot Roma and the Failure of Educa-
tion: Anti-Discrimination and Multiculturalism as a Post-accession Challenge”, in N. Coureas & A. Varnava (eds.), The Minorities of Cyprus: Development Patterns and the
Identity of the Internal Exclusion. Cambridge: Cambridge Scholars Publishing (forth-
coming). Trimikliniotis, N. & P. Pantelides (2003), ‘Mapping Discrimination in Cyprus: Ethnic Dis-
crimination in the Labour Market’, The Cyprus Review 15 (1): 121-148. 14.1
History of Turkish citizenship law 14.1.1 From the Ottoman Empire to the founding of the Republic 14.1.1 From the Ottoman Empire to the founding of the Republic An analysis of the history of Turkish citizenship should begin with the
last period of the Ottoman Empire. Whereas, prior to the 1869 Otto-
man Citizenship Law (Tabiyet-i Osmaniye Kanunu), the subjects of the
Ottoman Empire were divided along religious lines, the new law recog-
nised all residents of the Ottoman territories as nationals of the
Empire. It was based on the ius sanguinis principle, but allowed for
non-Ottoman children born in the Ottoman territories to apply for
citizenship in the Empire when they reached adulthood (I˙c¸duygu,
C¸olak & Soyarık 1999). The first constitution of the Republic of Turkey (1924) granted Turk-
ish nationality to all residents of the Republic irrespective of race or re-
ligion. The nationality law of the Republic was accepted in 1928 and,
like its Ottoman predecessor, it was based on ius sanguinis but was
complemented by a territorial understanding (I˙c¸duygu et al. 1999:
193). Aybay (2001: 45) argues that behind this decision was the desire
to extend Turkish nationality to as many people as possible.2 420 ZEYNEP KADIRBEYOGLU I˙c¸duygu et al. (1999: 195), for example, argue that the notion of na-
tionality was not defined solely in terms of ethnic background since
the new Turkish nationality was ‘open to non-Turkish Muslim groups
[…] so long as they were willing to assimilate culturally and linguisti-
cally into the Turkish culture.’ However, the analysis of groups that
were given the right to settle in Turkey reveals that in practice the abil-
ity to enjoy full citizenship rights was related to ethnicity and religion
(Kiris¸c¸i 2000: 1). Specifically, in accordance with the Law on Settlement adopted in
1934,3 Turkey provided refugee and immigrant status to groups such
as Muslim Bosnians, Albanians, Circassians, Tatars, etc., but declined
to accept the settlement of groups such as Christian Orthodox Gagauz
Turks and Shi’a Azeris. This policy effectively pre-screened those apply-
ing for citizenship and helped Sunnis settle in Turkey, in spite of offi-
cial statements that only those of Turkish descent and culture would be
so favoured (Kiris¸c¸i 2000).4 At the beginning of the twentieth century, Anatolia (Asia Minor) was
a heterogeneous piece of land and was home to Rum (an Orthodox
Christian Greek speaking group), Armenian, Kurdish, Jewish, Circas-
sian, Laz and some other ethnic or religious groups. 14.1.1 From the Ottoman Empire to the founding of the Republic The spread of na-
tionalism from Western Europe, its birthplace, to the Ottoman lands
led to conflicts and to the disappearance of heterogeneity by way of the
forced migration of Armenians during the First World War and the po-
pulation exchange with Greece in 1923. During the War of Indepen-
dence there was a clear reference to the multicultural nature of Anato-
lia. However, after the Sheikh Said uprising of 1925,5 there was no
longer any reference made to the ‘peoples of Turkey’ and thus all citi-
zens of Turkey were expected to adopt Turkish identity (Ergil 2000:
125). This was a fabricated umbrella identity and was instituted
through education and cultural policies but carried the name of one of
the ethnic groups (the Turks). The group which was not willing to
identify with this were the Kurds. Their struggle for autonomy, and
sometimes secession, led to a battle between the PKK (Kurdistan Work-
ers Party) and the army. At the height of this armed conflict, the Presi-
dent at the time, Suleyman Demirel, began a discussion on constitu-
tional citizenship, which was intended to create a new common iden-
tity (I˙c¸duygu et al. 1999: 192). However, these discussions were short-
lived and did not lead to any policy changes. CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY 421 3.1 million Turkish citizens were living in Europe. Together with an-
other 530,000 Turkish citizens living in other parts of the world, Tur-
key’s emigrant population numbers an approximate 3.6 million
(TCCSGB 2005). In order to understand the economic significance of these emigrants
for Turkey, we should first examine the initial goals of the process of la-
bour force exportation to Western European countries. According to
Sayarı (1986) the main goals included fighting the rising unemploy-
ment within Turkey and bolstering foreign exchange reserves in order
to cover trade deficits. A secondary goal was to increase the skill level
of workers who would, then, through remittances, be able to increase
the level of investment in small and medium-sized companies in the
emigrants’ home towns in Turkey (Sayarı 1986). The remittances were
very important for Turkey. During the 1980s, 24 per cent of Turkey’s
imports were covered by the cash remittances and foreign exchange de-
posits of Turkish workers abroad (Kumcu 1989). Germany was the main destination for guest-workers from Turkey. Turkish workers in Germany were encouraged to maintain their ties to
Turkey and not to undergo ‘Germanisation’7 so that a constant flow of
remittances could be guaranteed (Hunn 2001). Migrants were encour-
aged to remit their savings by means of special interest rates given to
foreign currency saving accounts in Turkey and by certain privileges
that were extended to emigrants who wished to import goods to Turkey
(Sayarı 1986). Lately, in addition to remittances, direct investments by
the second generation of Turkish emigrants, especially in the textiles
industry, are increasing in importance (Faist 1998: 213). In addition to
the economic investment, it is expected that Turkey will enjoy political
benefits thanks to the migrants living in Western Europe. The lobbying
potential of migrants living in European countries has been seen as an
asset by governments in Turkey.8 The realisation that Turkish workers are not temporary guests in
their host countries has led to significant amendments to the citizen-
ship law in Turkey. The motives of politicians and bureaucrats have
been shaped by the demands of emigrants who faced problems related
to military service, property ownership, and lack of political rights in
their countries of immigration. A fairly organised and quasi-official
process was used to communicate the needs of citizens living abroad
to the Turkish officials. 14.1.2 The impact of Turkish emigration to Western Europe The current law that regulates the acquisition and loss of Turkish citi-
zenship was put into effect in 1964.6 This period also marks the begin-
ning of the migration of guest-workers to Western Europe. As of 2005, CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY The first amendment to the law took place in 1981 and legalised dual
citizenship as long as the person acquiring a second nationality in-
formed the government (Keyman & I˙c¸duygu 2003); otherwise, public
authorities could withdraw his or her Turkish citizenship. Further-
more, the amendment initiated gender equality in the transfer of citi- 422 ZEYNEP KADIRBEYOGLU zenship to children; as a result women can also transfer their citizen-
ship to their children through ius sanguinis. The change in article 23/III of the Citizenship Law made it possible
to release individuals from Turkish nationality if they wished to acquire
another country’s citizenship.9 In subsequent years, many individuals
who acquired a new citizenship reacquired their Turkish citizenship
immediately after renouncing it. This was supported and encouraged
by Turkish authorities and embassies. This method of circumventing
German Citizenship Law – which prohibits dual citizenship – was leg-
ally possible only until 2000. The pre-2000 law maintained only that
the person naturalising in Germany should not have another national-
ity. Yet, the new law made it possible for German officials to withdraw
German citizenship from those who had taken up another citizenship
following their naturalisation in Germany – hence those who had be-
come dual citizens ‘illegally’.10 Based on this clause, the German Gov-
ernment declared that 48,000 people of Turkish origin who had natur-
alised in Germany since 2000 had lost their German nationality be-
cause they had become ‘illegal dual citizens’.11 These people were to
have their German nationality withdrawn but could stay in Germany
as permanent residents and reapply for naturalisation there provided
they were willing to renounce their Turkish nationality.12 This did not have a significant impact on the public debate in Turkey
but was strongly opposed by Turkish associations in Germany. These
associations blamed the Turkish Government for not responding even
though they had encouraged these 48,000 people to reacquire Turkish
nationality. CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY Even though the spokesperson for the German Ministry of
the Interior claimed that they had compiled a list of those who were ‘il-
legal’ dual citizens from the records collected at borders and in govern-
ment offices, there were claims that the Turkish authorities had sub-
mitted the list because of threats that their EU application process
would not be supported.13 There is evidence that the German regional
authorities have been contacting those they suspect of holding two
passports by mail and asking them whether they had acquired a second
nationality. The results of these inquiries and bureaucratic confusion
are yet to be seen. The 1981 change was debated in a secret session by the National Se-
curity Council because it was initiated by the Ulusu Government,
which was established following the military coup.14 The amendment
also facilitated the processes for stripping individuals of their citizen-
ship.15 The clause added to the law stated that those who are outside
the borders of Turkey and who have been charged with endangering
the internal or external security of the country will have their Turkish
citizenship withdrawn unless they return within three months during
regular periods and one month under emergency rule.16 CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY 423 Following this coup, 227 people had their Turkish citizenship with-
drawn by means of this clause. However, in February 1992, the Parlia-
ment removed this clause after hearing arguments that the clause had
permitted a violation of human rights.17 Those who wished were
allowed to reacquire their citizenship and to have their property rein-
stated or receive compensation for the value of confiscated property.18 p
p
p
y
Parliamentary debates on issues of citizenship and/or problems of
Turkish citizens living abroad have not been restricted to amendments
of the laws pertaining to citizenship. The events in Solingen, where
five Turkish emigrants died as a result of an arson attack on their
house, were debated in the Turkish Parliament on 8 June 1993. During
these debates, the ANAP (centre right party) group spokesperson em-
phasised the importance of having the right to vote in Germany. He
claimed that there are individuals who, despite having lived in Ger-
many for the last 30 years, are still denied the right to vote. CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY Pink card holders were only denied the right to vote in
local and national elections.24 Aybay states that the head of the TGD, 424 ZEYNEP KADIRBEYOGLU Hakkı Keskin, a very old friend of his, invited him to find a solution to
citizenship-related problems faced by Turkish people living in Ger-
many.25 He makes it quite clear that the main issue was how to devise
a mechanism that would allow people living in Germany to acquire
German citizenship without losing their rights in Turkey.26 This was
the motivation behind the creation of the special non-citizen status.27 p
During the parliamentary debates when this amendment was dis-
cussed, the spokesperson of the ANAP group argued that this law was
what all factions of Turkish emigrants in Germany had been demand-
ing for years. He claimed that these emigrants wanted to have political
rights in Germany and that this amendment would ease their difficul-
ties in acquiring German citizenship. He also mentioned that Turkish
emigrants would become a key electoral group in Germany, with some
influence in the tight electoral competition between the two major par-
ties.28 Another MP emphasised the benefits of this amendment by re-
ferring to the possibility of Turkish people becoming elected represen-
tatives in Germany and, therefore, politically strengthening the posi-
tion of Turkey.29 Some MPs raised their concern about whether this amendment
would enable the ‘Armenians, Jews, Rum, etc.’30 (who had renounced
their Turkish citizenship in order to acquire another citizenship) to
come back to Turkey and reclaim property that had been confiscated
when they changed their citizenship. This is telling in that it demon-
strates that the tolerance for dual citizenship and special rights for
those who had renounced their citizenship was intended to apply ex-
clusively to Turkish emigrants who had left the country under specific
conditions; the amendment was never intended to include the minori-
ties who left Turkey before 1981, and explicitly stated that the privileged
non-citizen status would apply only to those who had acquired Turkish
citizenship by birth and who had relinquished it by being granted per-
mission by the Council of Ministers.31 This way of renouncing Turkish
citizenship was made possible only after the amendments to the citi-
zenship law in 1981. Despite good intentions, the special non-citizen status was criticised
by groups who were dissatisfied with its implementation. CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY According
to this argument, the right to vote is the key to finding a long-term so-
lution to the problems faced by Turkish persons residing in Germany. He claimed that under the current circumstances dual citizenship
rights were of greater importance and the Turkish Government ought
to propose that Germany put this issue on its agenda.19 The SHP (centre-left party) group spokesperson claimed that in addi-
tion to the security aspects surrounding the Solingen events, political
and legal issues should also be debated. He stated that obtaining equal
rights in the political, economic and social spheres by obtaining Ger-
man citizenship would not automatically prevent these attacks, but that
extreme right parties would be more cautious about taking an anti-im-
migration stance as immigrants would form part of the electorate. His
argument was that as long as Germany banned dual citizenship, the
goal of the Turkish State should be to encourage emigrants to natura-
lise in Germany while maintaining their rights in Turkey.20 y
g
g
y
Following this logic, the amendment to the Turkish Citizenship Law
in 1995 instituted the so-called ‘pink card’ or the privileged non-citizen
status.21 In the statement giving reasons for this amendment, the gov-
ernment stressed the fact that it was a result, among other factors, of
the actions of countries that refused to accept multiple citizenship. The proposal for this amendment was drafted by Rona Aybay (a pro-
minent law professor specialising on citizenship issues) after he had at-
tended meetings in Germany at the invitation of the Tu¨rkische Ge-
meinde in Deutschland (TGD).22 Once accepted in 1995, the amend-
ment created a privileged non-citizen status. This status permits
holders of a pink card23 to reside, to acquire property, to be eligible for
inheritance, to operate businesses and to work in Turkey like any citi-
zen of Turkey. CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY 425 nounce their citizenship through new legislation. This would enable
Turkish citizens to enjoy dual citizenship through an exception in the
new German Law which states that in cases where the country of ori-
gin does not permit its citizens to relinquish their original citizenship,
Germany might allow dual citizenship. This instance shows how the
demands of immigrant organisations have changed depending on the
situation in Germany. CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY The TGD or-
ganised a summit in July 2000 and produced a declaration pertaining
to the problems and expectations of the Turkish citizens living in Ger-
many. The declaration stated that there were many problems in the
practical use of the pink card in Turkey as the bureaucracy was not in-
formed about it. Therefore, people who had renounced their Turkish ci-
tizenship were facing problems in their interactions with the bureau-
cracy in Turkey. During the same summit there was a call for Turkey to stop releas-
ing its citizens and to make it impossible for Turkish citizens to re- 14.1.3 Policies towards historic Turkish groups abroad Some Bulgarian Turks, who had not been able to natura-
lise in Turkey, were sent back to Bulgaria towards the end of the 426 ZEYNEP KADIRBEYOGLU 1990s.36 Special laws were enacted in order to regulate the settlement
of other groups known to have ethnic Turkish origin such as Afghan
immigrants and Ahiska Turks who migrated from Russia.37 There are not many organised immigrant groups in Turkey able to
place significant pressure on the government. Two of the few immi-
grant groups that made it to the media, for instance, were the Network
of Foreign Spouses and Muslim immigrants such as Bulgarian Turks. The Network of Foreign Spouses referred to ideals of fairness and de-
manded more rights for individuals who are foreigners in Turkey.38
The pragmatic nature of the debates on citizenship and the reactive
policy style hinders the politicisation of, and reciprocation of tolerance
towards, immigrants in Turkey.39 In other words, if values that under-
lie the promotion of dual citizenship for Turkish emigrants were
brought into the public sphere, they could lead to demands of recipro-
city for immigrants in Turkey. 14.1.3 Policies towards historic Turkish groups abroad Emigrants were not the only group who influenced the amendments to
the citizenship law in Turkey. The disintegration of the USSR and the
increasing numbers of arranged marriages in Turkey alerted authori-
ties and the amendment in 2003 requires spouses to wait for three
years before spousal transfer of nationality is possible.32 The second
amendment that same year made it possible for citizens of Northern
Cyprus to easily acquire Turkish citizenship (see Trimikliniotis in this
volume).33 In 2003, a total of 2,403 Cypriots acquired Turkish citizen-
ship.34 The latest amendment was passed in 2004 and concerned a
minor issue relating to the pink card. As can be seen from the amendments that were outlined above,
apart from the one attempting to prevent arranged marriages, there is
no debate about immigrants in Turkey. The focus has been on emi-
grants from Turkey who live in Western Europe. Politicians in Turkey
feel little need to respond to immigrant issues because these are not
yet politicised, which is a common feature of countries that have only
recently begun receiving economic immigrants. Prior to the 1980s, immigrants accepted to Turkey have been predo-
minantly from among peoples considered to be ‘of Turkish descent and
culture’ and they were settled using the Law on Settlement.35 The Law
on Settlement allowed for two types of migration to Turkey: those who
were settled by the state and those who settled themselves (Dog˘anay
no date). According to Dog˘anay this law was considered insufficient
during the last two decades and it was amended to accommodate those
forced to migrate to Turkey from Bulgaria in 1989 (see Smilov & Jileva
in this volume). Many of the Bulgarian Turks who arrived with the first
wave of migration in 1989 were granted Turkish nationality. When
these migrants could reacquire their Bulgarian nationality and pass-
ports in 2000 (hence become dual citizens), Turkish politicians encour-
aged them to vote in the elections in Bulgaria in order to strengthen
the political party representing ethnic Turks and play a positive role in
establishing cooperation between two countries on the way to EU
membership. 14.2
Modes of acquisition and loss of Turkish citizenship The law currently regulating the acquisition and loss of Turkish citizen-
ship was put into effect in 196440 and was amended as described in
the previous section. There are three broad principles through which
Turkish citizenship can be acquired or lost: change of status can be
brought about ex lege, by a decision of the authorities and through op-
tion. 14.2.2 Acquisition of nationality through the decision of authorities There are three types of acquisition within this category. The first is
the regular mechanism through which naturalisation takes place and
is regulated by art. 6 of the Law. The conditions for application are the
following. The person should: g
p
a. be an adult (eighteen years or older);
b. have five years of residence in Turkey;
c. have decided to settle in Turkey;
d. have good moral conduct;
e. not have a threatening illness;
f. speak sufficient Turkish;
g. have a job or revenue to support himself or herself and dependents. a. be an adult (eighteen years or older); b. have five years of residence in Turkey; c. have decided to settle in Turkey; d. have good moral conduct; e. not have a threatening illness; f. speak sufficient Turkish; g. have a job or revenue to support himself or herself and dependents. The second mechanism, exceptional acquisition, can apply to the fol-
lowing categories of persons without enforcing requirements b) and c):
the adult children of those who have lost Turkish citizenship, those
who are married to a Turkish citizen and their adult children, those
who are of Turkish descent, their spouse and their adult children, those
who are residents of Turkey with the intention of marrying a Turkish
citizen and those who have or will serve Turkey as industrialists, scien-
tists or artists (achievement-based acquisition of nationality). The third path, which is reacquisition, applies to all those who have
renounced their Turkish citizenship in the past for various reasons. In
all three types of acquisition the procedure for naturalisation is lengthy
and goes through the Ministry of Internal Affairs and the Prime Minis-
ter. The decision to grant citizenship is given by the Council of Minis-
ters. 14.2.1 Ex lege acquisition of citizenship The acquisition of citizenship for children of Turkish mothers or
fathers is automatic whether the child is born in Turkey or abroad. This rule is clearly based on ius sanguinis. Children of non-Turkish ci-
tizens born in Turkey become Turkish citizens automatically if they
cannot acquire the citizenship of their parents (the ius soli exception). Marriage to Turkish citizens does not automatically transfer citizen-
ship. There is a waiting period of three years after which the spouse
can acquire Turkish citizenship by option. However, those who lose
their original citizenship due to marriage automatically become Turk-
ish citizens. Turkish citizenship is extended to children of women who
marry a Turkish citizen, if the child’s father is dead, unknown or state-
less or if the mother has custody over the child. CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY 427 14.2.3 Acquisition through option Children who lost their Turkish citizenship when their parents re-
nounced their citizenship can choose to reacquire their citizenship
upon reaching adulthood. As mentioned above, foreign spouses also
can acquire their partner’s Turkish nationality by option three years
after the marriage. There is no residency requirement for the naturali-
sation of spouses as long as they remain married. Children who lost their Turkish citizenship when their parents re-
nounced their citizenship can choose to reacquire their citizenship
upon reaching adulthood. As mentioned above, foreign spouses also
can acquire their partner’s Turkish nationality by option three years
after the marriage. There is no residency requirement for the naturali-
sation of spouses as long as they remain married. 14.2.6 Loss through option This mode of loss applies to children who acquired Turkish citizenship
when their mothers naturalised in Turkey. They can renounce their
Turkish citizenship within a year of reaching adulthood as long as this
does not result in statelessness. Furthermore, women who acquired
Turkish citizenship upon marriage can renounce it upon divorce. 14.2.5 Loss through a decision of the authorities The first method through which Turkish citizenship can be lost is to re-
nounce it (i.e. to ask for a permission to exit). This path of loss is
mostly used by citizens who wish to naturalise in countries that do not
accept dual citizenship. The release from citizenship may be granted
by the Ministry of the Interior by declaration if certain conditions are
satisfied. The procedures do not permit renunciation if it results in sta-
telessness. The second method is the nullification of Turkish citizenship for peo-
ple who have acquired it in the last five years and who have submitted
false information in their application. The third method is the withdra-
wal of Turkish citizenship from individuals because of specific actions,
such as working against the interests of Turkey in a foreign country de-
spite warnings, acquiring another citizenship without informing the
Turkish authorities, working for a foreign state which is at war with
Turkey, not responding to a call to military service for three months
and residing abroad for more than seven years and not showing any in-
terest in maintaining ties with Turkey. 14.2.4 Loss of citizenship ex lege This is valid only for women who wish, upon marriage, to automati-
cally receive the foreign citizenship of their husbands. Although Turk-
ish nationality law calls this a loss by law, it is in fact an optional loss 428 ZEYNEP KADIRBEYOGLU since it occurs only if there is a declaration by the individual to the re-
levant authorities. /
Source: General Directorate of Population and Citizenship, Ankara /
Source: General Directorate of Population and Citizenship, Ankara p
p Note: n/a = not available 14.3
Statistics Table 14.2
Acquisition of Turkish citizenship through a decision of the authorities, 1990-2008
Year
Regular Acquisition
Exceptional acquisition
Reacquisition
Total
1990
119
785
n/a
904
1991
1,172
475
n/a
1,647
1992
888
452
n/a
1,340
1993
634
439
n/a
1,073
1994
949
467
n/a
1,416
1995
1,229
710
n/a
1,939
1996
955
3,927
n/a
4,882
2000
633
736
13,004
14,373
2001
1,161
3,917
28,317
33,395
2002
745
14,564
8,330
23,639
2003
1,236
12,938
3,040
17,214
2004
1,276
6,434
1,999
9,709
2005
816
4,650
864
6,330
2006
987
2,161
2,006
5,154
2007
718
1,358
979
3,055
2008
824
2,383
1,348
4,555
Note: n/a = not available
Source: General Directorate of Population and Citizenship, Ankara Table 14.2
Acquisition of Turkish citizenship through a decision of the authorities, 1990-2008 Table 14.2
Acquisition of Turkish citizenship through a decision of the authorities, 1990 430 ZEYNEP KADIRBEYOGLU The statistics provided by the General Directorate of Population and Citi-
zenship reveal that in the category of regular acquisition by a decision of
the authorities, 60 per cent were Greek heimatloss41 in 1991 whereas 9
per cent were Iranian citizens. Between 2000 and 2003, approximately
50 per cent of this same category were Bulgarians. Between 1990 and
1993, the majority of those who acquired Turkish citizenship on excep-
tional grounds had previously held Iraqi citizenship (31 per cent for
1990, 32 for 1991, 23 for 1992 and 34 per cent for 1993). The largest
group within this category were Bulgarians (they constituted 82 per cent
of the total exceptional acquisition in 2002 and 84 per cent in 2003). p
q
4 p
3)
Table 14.3 shows the statistics on the numbers of withdrawals of
Turkish citizenship (the third method explained in section 2.5 above). It should be noted that within the group of people who lost their Turk-
ish nationality between 2000 and 2005 there is no case of loss result-
ing from failure to reside in the country during the preceding seven
years. The majority of people whose citizenship was withdrawn were
those who did not return to the country to fulfil their military service
despite being called up by the authorities – for instance, out of 1,920
people who lost their Turkish citizenship in 2000, 1,868 were in this
category. 14.3
Statistics In this section, I will undertake a preliminary analysis of the statistics
on the acquisition and loss of citizenship. The statistics on acquisitions
through the law are shown in Table 14.1. The data for the years 1997-
1999 are missing yet it is possible to conclude that following the disin-
tegration of the Soviet Bloc there has been a steady rise in the number
of women who acquired Turkish citizenship through spousal transfer. Consequently, the change in 2003 of the law on spousal transfer of citi-
zenship led to a sharp decline in numbers in the following year. CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY 429 Table 14.1
Automatic acquisition of Turkish citizenship, 1990-2008
Year
Through
mother or
father
Through
adoption
Through
ius soli
Through
marriage
Total
1990
187
–
5
491
683
1991
118
–
7
1,067
1,192
1992
339
–
7
1,057
1,403
1993
344
–
9
1,380
1,733
1994
434
–
25
1,590
2,049
1995
290
–
25
1,148
1,463
1996
104
–
3
933
1,040
2000
259
1
41
5,384
5,685
2001
230
n/a
57
7,630
7,917
2002
231
n/a
52
8,416
8,699
2003
659
n/a
n/a
6,912
7,571
2004
885
n/a
n/a
528
1,413
2005
598
n/a
n/a
1,261
1,859
2006
507
n/a
n/a
1,798
2,305
2007
422
n/a
n/a
2,721
3,143
2008
342
n/a
n/a
3,820
4,162
Note: n/a = not available
Source: General Directorate of Population and Citizenship, Ankara Table 14.1
Automatic acquisition of Turkish citizenship, 1990-2008 The statistics on acquisition through the decision of authorities are
shown in Table 14.2 below. Note: n/a = not available
The General Directorate of Population and Citizenship reported there was no record for
this category for the years 2006-2008. CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY 431 in this category cannot really be explained with the available data or in-
formation. The only possibility is the sensitisation of the authorities as
a result of events that led to the withdrawal of the Turkish citizenship
of a member of parliament who had sworn allegiance to the US by be-
coming a citizen there prior to the elections in Turkey. g
p
y
Statistics on loss of citizenship are also published for those who have
subsequently reacquired their Turkish citizenship (see Table 14.4 be-
low). Up until 2002, individuals who renounced their Turkish citizen-
ship could easily reacquire their original citizenship following naturali-
sation in Germany. However, the realisation that a new law can lead to
nullification of their German citizenship if it is discovered that they
have reacquired their original citizenship has led to a sharp drop in the
number of individuals who have reacquired Turkish citizenship there-
after. Table 14.4
Previous loss of citizenship by those who have reacquired Turkish citizenship accord-
ing to three main categories, 2000-2004
Reason for Loss
2000
2001
2002
2003
2004
Permission to exit
12,635
27,576
8,027
2,874
1,828
Inappropriate conduct
29
71
58
85
121
Loss by option
340
670
245
81
50
Total
13,004
28,317
8,330
3,040
1,999
Note: The General Directorate of Population and Citizenship reported no data for the years
2005-2008
Source: General Directorate of Population and Citizenship, Ankara Table 14.4
Previous loss of citizenship by those who have reacquired Turkish citizenship accord-
ing to three main categories, 2000-2004 Table 14.4
Previous loss of citizenship by those who have reacquired Turkish citizenship accord- 14.3
Statistics This figure is 2,689 out of 2,735 in 2001, 2,193 out of 2,316
in 2002, 5,077 out of 5,489 in 2003, 1,975 out of 2,367 and 178 out of
464 in 2005. The number of Turkish citizens whose nationality was withdrawn
because they did not inform the Turkish authorities that they were ac-
quiring another citizenship increased between 2000 and 2005. The
numbers are 42 for 2000, 24 for 2001, 81 for 2002, 272 for 2003, 246
for 2004 and 242 for 2005. The application of this rule is random at
best since there are many people in this situation who have maintained
their Turkish citizenship for many years. The increase in the numbers Table 14.3
Loss of Turkish citizenship by a decision of the authorities, 2000-2008
Year
Withdrawal of citizenship
2000
1,920
2001
2,735
2002
2,316
2003
5,489
2004
2,367
2005
464
2006
n/a
2007
n/a
2008
n/a able 14.3
Loss of Turkish citizenship by a decision of the authorities, 2000-2008 Table 14.3
Loss of Turkish citizenship by a decision of the authorities, 2000-2008
Year
Withdrawal of citizenship /
The General Directorate of Population and Citizenship reported there was no record for
this category for the years 2006-2008. g
y
y
Source: General Directorate of Population and Citizenship, Ankara 14.4
Conclusions The findings suggest that maintaining vibrant economic links with citi-
zens living abroad (especially those living in Germany) has been a con-
stant concern for Turkish governments despite the severe neglect for
the social problems faced by these groups. The research results show
that there are a number of organisations and actors, especially within
Germany, that pressure the policymakers in Turkey to accommodate
their need to integrate into their host country without having to relin-
quish their rights to land ownership and inheritance in Turkey. The
main amendments to the Law on Citizenship in Turkey were made as
a result of the realisation that the guest-workers were in fact perma-
nent residents in their host countries. The most interesting finding is
the interaction between the Turkish and German governments and the
attempts of the former to formulate legislation based on the develop-
ments in Germany. 432 ZEYNEP KADIRBEYOGLU Turkish governments have demonstrated a willingness to address
the practical problems faced by the Turkish people living abroad. In
many cases the intentions were sincere even though official actions to
solve the problems were either slow or non-existent. However, this in-
ability did not stem from apathy towards the real problems or the aim
of strategically using the issue for political gain. It was rather the result
of a general lack of political incentives, as those living abroad who still
possess the right to vote in Turkey cannot practically do so unless they
return to Turkey during elections.42 As outlined in the sections above, there is a very pragmatic debate
concerning citizenship in Turkey. The principles of citizenship acquisi-
tion and loss are seldom discussed and immigrants have not been a
real concern of policymakers, either because they are not mobilised or
because the issue is not politicised. Foreigners, like Bulgarian Turks or
those coming from Central Asia, are not considered part of these im-
migrant groups since, in most cases, they acquired Turkish citizenship
based on their cultural, linguistic and religious backgrounds. g
g
g
There are many cases of immigrants who find ways to work in Tur-
key and leave the country every three months (this applies to many
Bulgarian Turks who do not have citizenship). Many foreigners who do
not need a visa to enter Turkey are employed in Turkey illegally. Even
some Western European citizens who reside in Turkey without a work
permit resort to this method. 14.4
Conclusions Very few of these immigrant groups have
organised and begun trying to pressure the Turkish state. Bru¨cke, a
German-Turkish bridging organisation, and the Association of Foreign
Wives are exceptions. Hence, if in the next five to ten years immigra-
tion issues become more important and appear in the public sphere
we might begin to see more pressure applied to Turkey.43 14.5
Epilogue The history of Turkish Citizenship Law, which was recounted above,
shows that there have been numerous changes to the law since 1964. Most of these changes regarded two issues: they either addressed the
interests of emigrants from Turkey or adapted the Turkish regulations
to international standards. As a consequence of these amendments,
the law has been transformed into a patchwork full of inconsistencies,
which is one of the reasons why the Turkish government decided to
propose a new Nationality Law. Moreover, this new law aims to harmo-
nise the Turkish regulations with those of the European Convention on
Nationality (Tiryakioglu 2006). Hence, the new law mainly attempts to reduce inconsistencies. Moreover, there are also three substantive changes to the acquisition CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY 433 and loss of citizenship. The most important change concerns the with-
drawal of citizenship from males who have not served in the military
and those citizens who have acquired another country’s citizenship
without informing the authorities. The law, as it currently stands, sti-
pulates that these two types of actions are punishable by the withdra-
wal of Turkish citizenship. The new law eliminates this possibility and
restores the citizenship of those who have lost their citizenship as a re-
sult of these clauses. The second major change, which will be imple-
mented by 2010, will abolish preferential treatment of those applicants
for naturalisation who are of Turkish origin by applying a five-year resi-
dency requirement for all applicants. The third substantive change is
the three-year residency requirement for those who wish to reacquire
their Turkish citizenship following loss through renunciation or with-
drawal as a result of inappropriate conduct. The new law on citizenship
was accepted in the parliament on 29 May 2009 (No. 5901/2009 on
Turkish Citizenship). Finally, the Turkish government recently adopted a new law that fa-
cilitates voting by Turkish citizens abroad. Even though Turkish citi-
zens residing abroad were able vote in Turkey’s general elections, there
was no practical method for doing so other than the setting up of ballot
boxes at the borders for emigrants who travelled to and from Turkey. This situation changed with Law No. 5749 (adopted on 13 March
2008), which clarifies the methods through which Turkish citizens liv-
ing abroad can vote in general elections, presidential elections, and re-
ferenda in Turkey. There are now four different ways to vote: by regular
mail, at the borders (during a 75-day period prior to the election date as
practised during previous elections), at the consulates abroad (over a
period of 45 days prior to the election date), and electronically (over a
period of 30 days prior to the election date). The Constitutional Court
cancelled the possibility of voting through mail ballots because it vio-
lates the secrecy of voting. Chronological list of citizenship-related legislation in Turkey
Date
Document
Content
Source
1869
Ottoman Nationality
Regulation
Recognises all residents of
the Ottoman territories as
nationals of the Empire
1924
Constitution of the
Republic of Turkey
Grants Turkish nationality to
all residents of the Republic
irrespective of race or
religion
1928
Law No. 1992
Law No. 3808/1992
amending Law No. 2383/
1981 CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY 1312/1928:
Turkish Citizenship Act
Based on ius sanguinis but
complemented by a
territorial understanding Chronological list of citizenship-related legislation in Turkey
Date
Document
Content
Source
1869
Ottoman Nationality
Regulation
Recognises all residents of
the Ottoman territories as
nationals of the Empire
1924
Constitution of the
Republic of Turkey
Grants Turkish nationality to
all residents of the Republic
irrespective of race or
religion
1928
Law No. 1312/1928:
Turkish Citizenship Act
Based on ius sanguinis but
complemented by a
territorial understanding Chronological list of citizenship-related legislation in Turkey ZEYNEP KADIRBEYOGLU 434 Date
Document
Content
Source
1934
Law No. 2510/1934 on
Settlement
Provides refugee and
immigrant status to groups
such as Muslim Bosnians,
Albanians, Circassians,
Tatars, etc. www.ifc.org
1961
Constitution of the
Republic of Turkey
Renewed following the
coup; states that children
born to Turkish mothers or
fathers are Turkish and that
it is not possible to revoke
the citizenship of
individuals unless they have
been disloyal to the country;
determines that children
born to Turkish mothers
and foreign fathers acquire
citizenship based on the
citizenship law
www.legislationline.org;
www.hri.org
1964
Law No. 403/1964:
Turkish Citizenship Act
Based on the principles
outlined in art. 54 of the
1961 Constitution
www.coe.int
1981
Law No. 2383/1981
amending Law No. 403/
1964
Legalises dual citizenship
provided that the person
acquiring a second
nationality informs the
government
www.legislationline.org
1982
Constitution of the
Republic of Turkey (as
amended in 1987, 1995,
2001)
Keeps the same principles
regarding citizenship as the
1961 Constitution
www.tbmm.gov.tr
(in Turkish)
1989
Law No. 3540/1989
amending Law No. 403/
1964
Amends two articles of the
law regulating the process
of acquisition of Turkish
citizenship, specifically
regarding the procedure for
conditional naturalisation;
determines that persons
who fail to fulfil a
requirement within two
years following
naturalisation are likely to
lose their citizenship
1992
Law No. 3808/1992
amending Law No. 2383/
1981
Removes the clause stating
that those who are outside
the borders of Turkey and
who have been charged with
endangering the internal or
external security of the
country will be stripped of
Turkish citizenship unless
they return within three Date
Document
Content
Source
1934
Law No. 2510/1934 on
Settlement
Provides refugee and
immigrant status to groups
such as Muslim Bosnians,
Albanians, Circassians,
Tatars, etc. CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY www.ifc.org
1961
Constitution of the
Republic of Turkey
Renewed following the
coup; states that children
born to Turkish mothers or
fathers are Turkish and that
it is not possible to revoke
the citizenship of
individuals unless they have
been disloyal to the country;
determines that children
born to Turkish mothers
and foreign fathers acquire
citizenship based on the
citizenship law
www.legislationline.org;
www.hri.org
1964
Law No. 403/1964:
Turkish Citizenship Act
Based on the principles
outlined in art. 54 of the
1961 Constitution
www.coe.int
1981
Law No. 2383/1981
amending Law No. 403/
1964
Legalises dual citizenship
provided that the person
acquiring a second
nationality informs the
government
www.legislationline.org
1982
Constitution of the
Republic of Turkey (as
amended in 1987, 1995,
2001)
Keeps the same principles
regarding citizenship as the
1961 Constitution
www.tbmm.gov.tr
(in Turkish) www.legislationline.org;
www.hri.org p
citizenship law
1964
Law No. 403/1964:
Turkish Citizenship Act
Based on the princip
outlined in art. 54 of
1961 Constitution
1981
Law No. 2383/1981
amending Law No. 403/
1964
Legalises dual citize
provided that the pe
acquiring a second
nationality informs t
government
1982
Constitution of the
Republic of Turkey (as
amended in 1987, 1995,
2001)
Keeps the same prin
regarding citizenship
1961 Constitution
1989
Law No. 3540/1989
amending Law No. 403/
1964
Amends two articles
law regulating the p
of acquisition of Tur
citizenship, specifica
regarding the proced
conditional naturalis
determines that pers
who fail to fulfil a
requirement within t
years following
naturalisation are lik
lose their citizenship
1992
Law No. 3808/1992
amending Law No. 2383/
1981
Removes the clause
that those who are o
the borders of T rke 1964
Law No. 403/1964:
Turkish Citizenship Act
1981
Law No. 2383/1981
amending Law No. 403/
1964
1982
Constitution of the
Republic of Turkey (as
amended in 1987, 1995,
2001)
1989
Law No. 3540/1989
amending Law No. 403/
1964 1964
Law No. 403/1964:
Turkish Citizenship Act 1982
Constitution of the
Republic of Turkey (as
amended in 1987, 1995,
2001)
1989
Law No. 3540/1989
amending Law No. 1
The author wishes to thank Esra Derle, Selc¸uk Ug˘uz and O¨ zlem Atikcan for their
help in facilitating access to resources. CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY 5901 Turkish
Citizenship Law
Eliminates the possibility to
withdraw citizenship from
males who have not served
in the military and those
citizens who acquired
another country’s
citizenship without
informing the authorities CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY 403/
1964 Amends two articles of the
law regulating the process
of acquisition of Turkish
citizenship, specifically
regarding the procedure for
conditional naturalisation;
determines that persons
who fail to fulfil a
requirement within two
years following
naturalisation are likely to
lose their citizenship
/
Removes the clause stating
that those who are outside
the borders of Turkey and
who have been charged with
endangering the internal or
external security of the
country will be stripped of
Turkish citizenship unless
they return within three 1989
Law No. 3540/1989
amending Law No. 403/
1964
Amends two articles of the
law regulating the process
of acquisition of Turkish
citizenship, specifically
regarding the procedure for
conditional naturalisation;
determines that persons
who fail to fulfil a
requirement within two
years following
naturalisation are likely to
lose their citizenship
1992
Law No. 3808/1992
amending Law No. 2383/
1981
Removes the clause stating
that those who are outside
the borders of Turkey and
who have been charged with
endangering the internal or
external security of the
country will be stripped of
Turkish citizenship unless
they return within three 2008 Law No. 5749 amending
Law No. 298/1961 on
Elections and Voter
Registration CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY 435 Date
Document
Content
Source
months during regular
periods and one month
under emergency rule
1995
Law No. 4112/1995
amending Law No. 403/
1964
Institutes the privileged
non-citizen status (also
known as the ‘Pink Card’)
www.legislationline.org
1999
Law No. 4465/1999
Ratifies an agreement
between the Turkish
Republic and the Republic
of Northern Cyprus on
facilitating the
naturalisation of Cypriots in
Turkey
2003
Law No. 4866/2003
amending Law No. 403/
1964
Introduces a waiting period
of three years for acquisition
of citizenship by spouses
2003
Law No. 4862/2003
amending Law No. 403/
1964
Introduces facilitated
acquisition of Turkish
citizenship for citizens of
Northern Cyprus
2004 Law No. 5203/2004
amending Law No. 403/
1964
Clarifies the rights linked to
the privileged non-citizen
status; states that holders
retain social insurance
rights but lose voting rights,
the right to be elected and
the right to be employed in
the civil service
2008 Law No. 5749 amending
Law No. 298/1961 on
Elections and Voter
Registration
Allows Turkish citizens
living abroad to vote by mail
(repealed by the
Constitutional Court),
electronically, at the border
or at consulates
2009 Law No. 5901 Turkish
Citizenship Law
Eliminates the possibility to
withdraw citizenship from
males who have not served
in the military and those
citizens who acquired
another country’s
citizenship without
informing the authorities Date
Document
Content
S
months during regular
periods and one month
under emergency rule
1995
Law No. 4112/1995
amending Law No. 403/
1964
Institutes the privileged
non-citizen status (also
known as the ‘Pink Card’)
w
1999
Law No. 4465/1999
Ratifies an agreement
between the Turkish
Republic and the Republic
of Northern Cyprus on
facilitating the
naturalisation of Cypriots in
Turkey
2003
Law No. 4866/2003
amending Law No. 403/
1964
Introduces a waiting period
of three years for acquisition
of citizenship by spouses
2003
Law No. 4862/2003
amending Law No. 403/
1964
Introduces facilitated
acquisition of Turkish
citizenship for citizens of
Northern Cyprus
2004 Law No. 5203/2004
amending Law No. 403/
1964
Clarifies the rights linked to
the privileged non-citizen
status; states that holders
retain social insurance
rights but lose voting rights,
the right to be elected and
the right to be employed in
the civil service
2008 Law No. 5749 amending
Law No. 298/1961 on
Elections and Voter
Registration
Allows Turkish citizens
living abroad to vote by mail
(repealed by the
Constitutional Court),
electronically, at the border
or at consulates
2009 Law No. www.legislationline.org Notes O¨ zdemir, ‘Ankara-Berlin Kıskacında: C¸ifte Vatandas¸lık Gerc¸eg˘i’ [Caught between
Ankara and Berlin: the Truth about Dual Citizenship], Evrensel [daily newspaper], 26
January 2005. 14
After the military coup Bu¨lend Ulusu was given the responsibility of forming a
technocratic government (www.tbmm.gov.tr). Until the Advisory Council was formed
the National Security Council (NSC) sanctioned all decisions of the government. The
members of the NSC were the four generals and one admiral who staged the coup. The minutes of the 13 February 1981 meeting of the National Security Council (38th
Meeting, Volume 1, 1981) indicate that the members of the Council voted in favour
of debating all amendments related to Turkish Citizenship Law in a secret session. The debate lasted for approximately two hours. 15
Cumhuriyet, 15 February 1981. 15
Cumhuriyet, 15 February 1981. 15
Cumhuriyet, 15 February 1981. 6 Law No. 2383/1981 amending Law No. 403/1964 on Turkish Citizenship. 16 Law No. 2383/1981 amending Law No. 403/1964 on Turkish Citizenship. 16 Law No. 2383/1981 amending Law No. 403/1964 on Turkish Citizenship. 17
Law No. 3808/1992 amending Law No. 2383/1981. In between these two amend-
ments there is Law No. 3540/1989, which amended two articles of the law regulating
the process of acquisition of Turkish citizenship. 17
Law No. 3808/1992 amending Law No. 2383/1981. In between these two amend-
ments there is Law No. 3540/1989, which amended two articles of the law regulating
the process of acquisition of Turkish citizenship. 18
Parliamentary Minutes, 27 May 1992, Period 19, Legislative Year 1, Volume 12, 53-55. 18
Parliamentary Minutes, 27 May 1992, Period 19, Legislative Year 1, Volume 12, 53-55. 19 Parliamentary Minutes, 8 June 1993, Period 19, Legislative Year 2, Volume 36, 189- 19 Parliamentary Minutes, 8 June 1993, Period 19, Legislative Year 2, Volume 36, 189-
192. 19 Parliamentary Minutes, 8 June 1993, Period 19, Legislative Year 2, Volume 36, 189-
192. 20 Ibid., 203-206. 21
Law No. 4112/1995 amending Law No. 403/1964 on Turkish Citizenship. 22 The Turkish Immigrants Union (later to become Almanya Tu¨rk Toplumu – TGD)
was established in 1985. It is an umbrella association with around 200 members,
including the German Turkish Academics Association Union, German Turkish
Students Association Union and various occupational organisations. TGD promotes
the interests of the Turkish population of Germany vis-a`-vis both the German and 22 The Turkish Immigrants Union (later to become Almanya Tu¨rk Toplumu – TGD)
was established in 1985. Notes 436 ZEYNEP KADIRBEYOGLU 2
It should not be forgotten that this was taking place in the context of sharp declines
in the size of the population of Anatolia as a result of the First World War. 2
It should not be forgotten that this was taking place in the context of sharp declines
in the size of the population of Anatolia as a result of the First World War. 3
Law No. 2510/1934 on Settlement. 3
Law No. 2510/1934 on Settlement. 4
Sunni Islam, which is considered to be the mainstream, differs from Shi’a Islam. 4
Sunni Islam, which is considered to be the mainstream, differs from Shi’a Islam. 5
The Sheikh Said uprising was one of the first important rebellions against the state. The Sheikh gathered support on the basis of tribal and religious allegiance, and
hence the insurgency was not exclusively one of Kurdish nationalism (Robins 1993:
660). 6
Law No. 403/1964 on Turkish Citizenship. 7
Turkish authorities were counselling emigrants not to lose their socio-cultural
identity and to maintain ties with Turkey. Germanisation, according to this
perspective, would distance emigrants from Turkey. 8
Parliamentary Minutes, 7 June 1995, Period 19, Legislative Year 4, Volume 88, 89-
109. 9
Law No. 2383/1981 on Turkish Citizenship. 9
Law No. 2383/1981 on Turkish Citizenship. 10 German Citizenship Law, art. 25. The only exceptions to the strict ban on dual
citizenship are those who have a second passport from a European Union country
and those who have applied for permission. 10 German Citizenship Law, art. 25. The only exceptions to the strict ban on dual
citizenship are those who have a second passport from a European Union country
and those who have applied for permission. 11
Y. O¨ zdemir, ‘Ankara-Berlin Kıskacında: C¸ifte Vatandas¸lık Gerc¸eg˘i’ [Caught between
Ankara and Berlin: the Truth about Dual Citizenship], Evrensel [daily newspaper],
26 January 2005. This move came at a critical juncture in German politics whereby
expelling these citizens impacted on the number of voters. According to one
estimate, approximately 20,000 out of 600,000 German-Turkish voters were dis-
enfranchised in the general elections of 2005 (Deutsche Welle, 17 September 2005,
www.dw-world.de). 12
Radikal [daily newspaper], 11 February 2005. ¨ 12
Radikal [daily newspaper], 11 February 2005. ¨ 13
Y. O¨ zdemir, ‘Ankara-Berlin Kıskacında: C¸ifte Vatandas¸lık Gerc¸eg˘i’ [Caught between
Ankara and Berlin: the Truth about Dual Citizenship], Evrensel [daily newspaper], 26
January 2005. 13
Y. Notes It is an umbrella association with around 200 members,
including the German Turkish Academics Association Union, German Turkish
Students Association Union and various occupational organisations. TGD promotes
the interests of the Turkish population of Germany vis-a`-vis both the German and CHANGING CONCEPTIONS OF CITIZENSHIP IN TURKEY 437 the Turkish governments, attempts to influence public opinion, and to secure rights
through legislative changes (www.tgd.de). the Turkish governments, attempts to influence public opinion, and to secure rights
through legislative changes (www.tgd.de). 23
The pink card is the document given to the people who have the special non-citizen
status. 23
The pink card is the document given to the people who have the special non-citizen
status. 24 Law No. 4112/1995 amending Law No. 403/1964 on Turkish Citizenship 25
Interview with Rona Aybay, 20 August 2002. 26 People who have acquired Turkish citizenship by means other than birth do not have
the right to a pink card. 27 Parliamentary Minutes, 8 June 1993, Period 19, Legislative Year 2, Volume 36, 203-
206. 28 Parliamentary Minutes, 7 June 1995, Period 19, Legislative Year 4, Volume 88, 89-
90. 30 Speaker of the RP (Refah Partisi – religious right wing party) group (Parliamentary
Minutes, 7 June 1995, Period 19, Legislative Year 4, Volume 88, 103). Many other
MPs voiced their concern on this issue as well. 31
Art. 29 of Law No. 4112/1995 amending Law No. 403/1964 on Turkish Citizenship. This provision is against the principle of non-discrimination between citizens by
birth and by naturalisation incorporated in the 1997 European Convention on
Nationality. Turkey has not signed this Convention. 32
Law No. 4866/2003 amending Law No. 403/1964 on Turkish Citizenship. 33
Law No. 4862/2003 amending Law No. 403/1964 on Turkish Citizenship. The
citizens of the Turkish Republic of Northern Cyprus (TRNC) have always enjoyed
preferential treatment in Turkey. Law No. 4465/1999 further strengthened this by
attempting to provide TRNC citizens with all the social and economic rights of
Turkish citizens except voting rights. Since TRNC is not a recognised state (except by
Turkey) TRNC citizens could travel abroad only with a Turkish passport (except for
the UK and USA which recognised the TRNC passport as an identity card and issued
visas for TRNC citizens on a blank page and not the passport itself). TRNC citizens
could obtain a Turkish passport without becoming a citizen of Turkey. ZEYNEP KADIRBEYOGLU 40 Law No. 403/1964 on Turkish Citizenship. 40 Law No. 403/1964 on Turkish Citizenship. 41
The term Greek Heimatloss is used to refer to those Greek citizens of Western Thrace
(of Turkish origin) who were expelled from Greek citizenship. 41
The term Greek Heimatloss is used to refer to those Greek citizens of Western Thrace
(of Turkish origin) who were expelled from Greek citizenship. 42 Voting during general elections in Turkey has been a widely debated issue. Legally it
is possible for Turkish people living abroad to vote during elections from the country
where they reside. However, due to practical problems, such as setting up ballot
boxes in other countries and the insecurity of mail ballots, this has never been
practised. Fuat Boztepe, who is the head of the department in charge of workers
abroad at the Ministry of Labour, stated that the greatest problem occurs in countries
where there are a significant number of workers and the host country does not allow
ballot boxes to be put in public spaces. Given the number of people who could vote,
setting up ballot boxes only in the consulates and embassies does not provide a
solution (interview with Fuat Boztepe, Head of the Department of External Relations
and Services for Workers Abroad at the Turkish Ministry of Labour and Social
Security, 14 May 2003). 43 Ahmet I˙c¸duygu, Bilkent University, Department of Political Science, confirmed this
possibility (interview: 15 May 2003). 43 Ahmet I˙c¸duygu, Bilkent University, Department of Political Science, confirmed this
possibility (interview: 15 May 2003). Notes They also had
the right to be dual citizens and Law No. 4465/1999 states that there shall be a fast-
track process for the citizenship applications of those TRNC citizens who want to
acquire the citizenship of the Republic of Turkey. Dual citizenship has also existed
for those Turkish citizens who settled in the TRNC. Those with five years residence
are granted TRNC citizenship provided that they fulfil certain conditions (Law No. 25/1993 TRNC Nationality Law). Yet the TRNC Council of Ministers can also grant
TRNC citizenship on a discretionary basis. The TRNC government was accused of
such discretionary behaviour prior to the 2003 elections in order to influence the
election results (Hylland 2003). 25/1993 TRNC Nationality Law). Yet the TRNC Council of Ministers can also grant
TRNC citizenship on a discretionary basis. The TRNC government was accused of
such discretionary behaviour prior to the 2003 elections in order to influence the
election results (Hylland 2003). 34 Data used in this paper related to citizenship in Turkey were provided by the General
Directorate of Population and Citizenship, Ankara. 35
Law No. 2510/1934 on Settlement. The Council of Ministers was in charge of
determining which groups were considered to be of Turkish descent. Groups such as
Pomacks, Roma and Albanians have also been settled in Turkey by being assigned
this status (S¸ahin no date). 36 ‘Sofya’da bir Kurultay’, Milliyet [daily newspaper], 16 July 2000; ‘Soydas¸a Green
Card’, Milliyet, 4 March 1997; ’Menderes: ‘‘C¸ifte Vatandas¸lık Kolaylas¸tırılsın’’’, Milli-
yet, 24 February 1997. 37
Law No. 2641/1982 and Law No. 3835/1992 respectively. 38 The majority of the women in this association were Germans and they did not want
to naturalise in Turkey because they would lose their German citizenship. 38 The majority of the women in this association were Germans and they did not want
to naturalise in Turkey because they would lose their German citizenship. 39 For a classification of policy styles, see Richardson (1982). 39 For a classification of policy styles, see Richardson (1982). 438 ZEYNEP KADIRBEYOGLU Bibliography Aybay, R. (2001), Vatandas¸lık Hukuku [Citizenship Law]. I˙stanbul: Aybay Yayınları. Dog˘anay, F. (no date), Tu¨rkiye’ye Go¨c¸men Olarak Gelenlerin Yerles¸imi [The Settlement of
Migrants to Turkey]. www.balgoc.org.tr. Ergil, D. (2000), ‘The Kurdish Question in Turkey’, Journal of Democracy 11 (3): 122-135. Faist, T. (1998), ‘Transnational Social Spaces out of International Migration: Evolution,
Significance and Future Prospects’, Archives Europe´ennes de Sociologie 39 (2): 213-247. Hunn, K. (2001), ‘‘‘Alamanya, Alamanya, Tu¨rk gibi I˙sc¸i Bulamanya… Alamanya Alamanya,
Tu¨rkten Aptal Bulamanya’’ Labour Migration from Turkey to the Federal Republic of
Germany in the Years of Official Labour Recruitment (1961-1973)’, German-Turkish
Summer Institute Working Paper 4. Hylland, A. (2003), Northern Cyprus Parliamentary Elections. www.humanrights.uio.no. ˙ Hylland, A. (2003), Northern Cyprus Parliamentary Elections. www.humanrights.uio.no. I˙c¸duygu, A., Y. C¸olak & N. Soyarık (1999), ‘What is the Matter with Citizenship? A Turk-
ish Debate’, Middle Eastern Studies 35 (4): 187-208. I˙c¸duygu, A., Y. C¸olak & N. Soyarık (1999), ‘What is the M
ish Debate’, Middle Eastern Studies 35 (4): 187-208. Keyman, E. F. & A. I˙c¸duygu (2003), ‘Globalization, Migration and Citizenship: The Case
of Turkey’, in E. Kofman & G. Youngs (eds.), Globalization: Theory and Practice, 193-
206. London: Continuum. Kiris¸c¸i, K. (2000), ‘Disaggregating Turkish Citizenship and Immigration Practices,’ Mid-
dle Eastern Studies 36 (3): 1-22. Kumcu, M. E. (1989), ‘The Savings Behavior of Migrant Workers: Turkish Workers in W. Germany,’ Journal of Development Economics 30: 273-286. y J
f
p
3
73
Richardson, J. J. (ed.) (1982), Policy Styles in Western Europe. Boston: Allen and Unwin. Robins, P. (1993), ‘The Overlord State: Turkish Policy and the Kurdish Issue’, Interna-
tional Affairs 69 (4): 657-676. S¸ahin, Z. (no date), Tu¨rkiye’ye Yo¨nelik Dıs¸ Go¨c¸teki Deg˘is¸im Ve Su¨reklilik [The change and
continuity in the migration towards Turkey]. www.stradigma.com. Sayarı, S. (1986), ‘Migration Policies of Sending Countries: Perspectives on the Turkish
Experience’, Annals of the American Academy of Political and Social Science 485: 87-97. TCCSGB (TC C¸alıs¸ma ve Sosyal Gu¨venlik Bakanlıg˘ı) (2005), Bulletin 5 (2). ve Sosyal Gu¨venlik Bakanlıg˘ı) (2005), Bulletin 5 (2 Tiryakioglu, B. (2006) ‘Multiple Citizenship and its Consequences in Turkish Law’, An-
kara Law Review 3(1): 1-16. ‘A call to kinship’? Citizenship and migration
in the new Member States and the accession
countries of the EU Wiebke Sievers When the black British poet John Agard (2000) warns his readers to
‘remember the ship in citizenship’, he is implying that citizenship is
not a fixed institution but something that should be adaptable to
changes in the population. Agard explicitly refers to black immigration
to Britain. In fact, his poem entitled ‘Remember the Ship’ was first
published in 1998, 50 years after the SS Empire Windrush arrived at
Tilbury, an event that has come to epitomise the beginning of black im-
migration to Britain. Commemorating this event, Agard demands: ‘citi-
zenship shall be / a call / to kinship / that knows / no boundary / of
skin’ (Agard 2000: 259). Of course, the poem implies a wider under-
standing of citizenship than what has been discussed in the present vo-
lume, including specific questions that address equal participation in
the community. Nevertheless, if we only look at citizenship regulations,
it is obvious that these have changed dramatically in recent years and
that immigration has played a major role in these changes, albeit not
always in the way Agard envisages. Thus, Britain has used citizenship
regulations in order to reduce the immigration of blacks, in particular,
from its former colonies when it introduced a new nationality law in
1981 (see Dummett 2006: 568-570). Moreover, the NATAC study has
shown that many recent changes in citizenship laws of the fifteen pre-
2004 EU Member States were in response to immigration, even if
there is no single clear trend. While some countries, including Austria,
Denmark, France, Greece, the Netherlands and the UK raised their re-
quirements for naturalisation, others, such as Belgium and Portugal,
have liberalised access to their nationalities for immigrants and their
descendants (see Baubo¨ck, Ersbøll, Groenendijk & Waldrauch 2006:
23-25). This is probably the most striking difference between the citizenship
regulations in the fifteen ‘old’ Member States and those in the twelve
new EU Member States and the two accession countries discussed in
this book. Most of these are only just now starting to become countries
of immigration. Yet, migration was also a very important issue con-
cerning their citizenship regulations over the past two decades, albeit 440 WIEBKE SIEVERS WIEBKE SIEVERS in different ways. These specific links between citizenship and migra-
tion shall be discussed in more detail in this summary. ‘A call to kinship’? Citizenship and migration
in the new Member States and the accession
countries of the EU The first sec-
tion will analyse policies of initial citizenship determination, which
have often implied discrimination against long-term resident popula-
tions and their descendants, in particular those in Estonia and Latvia
but also those in the former Yugoslavia. Subsequently, I will look at the
legal regulations that specifically target emigrants, and the interactions
between these and the citizenship regulations in the emigrants’ current
countries of residence. Finally, I will focus on various naturalisation
regulations and their implications for the new immigrants who began
to settle in these countries in the 1990s. 1
Excluding long-term residents and their descendants: Initial
determination of citizenship in Estonia, Latvia, Slovenia
and Croatia The Czech Republic, Slovakia and the former Yugoslav republics
decided to base their criteria for citizenship on the existing republic-le-
vel citizenship introduced in Yugoslavia just after the Second World
War, and in Czechoslovakia in response to the Slovak national move-
ment of the late 1960s. These existing regulations stipulated that all ci-
tizens of Yugoslavia and Czechoslovakia automatically were citizens of
their respective states and of one of the federal republics within this
entity. Although it was very easy to change the republic-level citizen-
ship in both states, internal migrants usually did not bother because
there was (almost) no benefit from such a change. As a consequence,
65,000 Slovaks applied for Czech republic-level citizenship in 1992
when Slovakian threats to break away became a realistic possibility. De-
spite this run on applications, many Czechs and Slovaks ended up with
the citizenship of the state in which they were not residing and, in
some cases, where they had not even been granted permanent resi-
dence. Moreover, although each state gave the citizens of the respective
other state the option to apply for its citizenship, there is some indica-
tion that it was particularly difficult for many Roma who had moved
from the Slovak to the Czech part of Czechoslovakia after the Second
World War to fulfil some of the requirements. It took about a decade
and several legislative corrections to sort out these and similar pro-
blems (see Barsˇova´ and Kusa´ in this volume). (
)
The situation was comparable in Slovenia, where citizens of the
other Yugoslav republics, registered as residents in Slovenia on the day
of the referendum for independence (23 December 1990), were
granted the option to apply for Slovenian citizenship within six months
after independence, i.e. by 25 December 1991. A total of 171,125 per-
sons (or about 8 per cent of the total population at the time) were
granted Slovenian citizenship under this regulation. Despite the fact
that this was a more inclusive approach to the initial determination of
citizenry than in the other Yugoslav successor states, it nevertheless ex-
cluded those long-term residents who had never bothered to register
their residence in Slovenia, which was not rare since Slovenia was the
only one of the Yugoslav republics that recorded in- and out-migration
and there was no immediate benefit to registering. 1
Excluding long-term residents and their descendants: Initial
determination of citizenship in Estonia, Latvia, Slovenia
and Croatia All of the newly formed states have to figure out how to determine
who their citizens are. The majority of new states solve this puzzle by
declaring those born or residing in their territory their citizens (see
Brubaker 1992: 277). However, in order to prevent both the imposition
of citizenship onto citizens of other states born or living in their coun-
tries and creating stateless persons abroad, emerging states usually dis-
tinguish between those who automatically become their citizens on the
day of their establishment and those who can apply for citizenship
within a certain period of time after that date. In Cyprus, for example,
residence in the country was the decisive element in this process. Only
those who had a special connection to the country1 and had ordinarily
resided on the island of Cyprus for any period of time in the five years
before the day of independence automatically became citizens on that
day, whereas those of Cypriot origin who were not residing in the
country could apply for citizenship. In Malta, by contrast, birth in the
country was considered more important. Only those citizens of the
United Kingdom and the colonies who were born in Malta and one of
whose parents was also born there, as well as those born outside Malta
whose father and one of whose paternal grandparents were born in
Malta, automatically became citizens of Malta. Those born in Malta of
parents who were not born there had to apply for citizenship. In addi-
tion, both Cyprus and Malta made provisions for those who were natur-
alised under former regulations and women married to citizens of their
countries (see Trimikliniotis and Buttigieg in this volume). While Cyprus’ and Malta’s initial determinations of who their citi-
zens are do not seem to have created too many problems, the situation
was quite different in the post-communist states that were established ‘A CALL TO KINSHIP’? 441 or re-established in the 1990s. The regulations that determined the in-
itial citizenry in these countries, which resulted from partitioning or
secession, turned former internal migrants into international migrants. Their legal statuses became unclear in countries like the Czech Repub-
lic, Slovakia and Slovenia, difficult in Croatia and extremely proble-
matic in Estonia and Latvia. 1
Excluding long-term residents and their descendants: Initial
determination of citizenship in Estonia, Latvia, Slovenia
and Croatia Moreover, those
who had registered their residence in Slovenia but did not apply for,
nor acquire, Slovenian citizenship became aliens and had to apply for
residency status even if they had resided in the country for years. If, 442 WIEBKE SIEVERS WIEBKE SIEVERS for various reasons – including the lack of information, the difficulty of
obtaining documentation in the period of Yugoslavia’s break-up, con-
fusing procedures, etc. – they had not applied for residency by the day
when the Aliens Act became law (23 February 1992), they were auto-
matically transferred from the register of residents to the aliens record
without even being notified of this change in their status, which later
became known as erasure. This erasure meant that they lost all of their
civil, social and political rights that had been granted to them under
the Yugoslav legal framework, such as the rights to work, healthcare
and social benefits. The government admitted that it had deprived
more than 18,000 persons of their residency status. However, this fig-
ure probably excludes those affected who left Slovenia before the mat-
ter became publicly known. Despite pressure from several NGOs and
the ombudsman for human rights, who pointed out this problem in
his first report in 1995, it was only in 1999 that the Constitutional
Court ordered the legislature to eradicate this mistake. For various rea-
sons, the legislature has yet to follow up on this directive. However,
7,000 of those affected by this act have since been granted Slovenian
citizenship under the 1999 Act Settling the Status of Citizens from
other Yugoslav Successor States before it was declared unconstitutional
in 2003. The same constitutional court decision ordered the Slovenian
state to reissue permanent residence permits to those deleted from the
population register whose status had yet to be determined at the time. Finally, this group was granted the right to apply for facilitated natura-
lisation by 23 November of the same year. Another 1,767 persons ac-
quired Slovenian citizenship under this provision (see Medved in this
volume; Sˇtiks 2006: 490-491). Like Slovenia, Croatia decided to follow the principle of legal conti-
nuity. Hence, all citizens of the Yugoslav republic of Croatia automati-
cally became citizens of the new state when it became independent on
8 October 1991. 1
Excluding long-term residents and their descendants: Initial
determination of citizenship in Estonia, Latvia, Slovenia
and Croatia Unlike Slovenia, however, Croatia did not grant citi-
zens of other Yugoslav republics/successor states residing in Croatian
territory the right to opt for Croatian citizenship. As a consequence,
these residents, who had sometimes been living in Croatia for years or
were even born there, automatically became aliens on the day of inde-
pendence, thereby losing all citizenship rights they had held under the
Yugoslav legal framework. This most likely affected a much larger
group of persons than the erasure in Slovenia, which had similar im-
plications, but the exact figures of those excluded from Croatian citi-
zenship by this action remain unknown. Only a specific group among
these was granted privileged access to Croatian citizenship in the tran-
sitional provisions regulating the initial determination of who was
Croatian: namely, just resident ethnic Croats. They could acquire citi-
zenship by issuing a written statement to the police that they consid- ‘A CALL TO KINSHIP’? 443 ered themselves Croatian citizens. All other residents who had become
foreigners and who wanted to acquire the citizenship of their state of
residence had to apply for naturalisation. The naturalisation procedure,
in line with the general spirit of the 1991 Law, required abiding by
Croatia’s legal system, customs and culture. This gave the Ministry of
Interior wide discretion in rejecting applications, which, according to
several reports, seems to have resulted in discrimination against all
non-ethnic Croats but in particular against Serbs. Administrative prac-
tice has become less discriminatory since Franjo Tudjman’s death and
subsequent political changes. However, the Croatian government has
yet to adopt a new and less discriminatory law (see Ragazzi & Sˇtiks in
this volume; Human Rights Watch 1995). The initial determination of citizenship was most problematic in Es-
tonia and Latvia because both states had created a large number of sta-
teless persons in the process. Originally founded in 1920, the three
Baltic states of Latvia, Estonia and Lithuania were first occupied by the
Soviet Union in 1940 and, after a short period of German occupation,
they became part of the Soviet Empire in 1944. During the period of
Soviet annexation, which was also a period characterised by rapid in-
dustrialisation, especially in Latvia and Estonia, a large number of Rus-
sian workers moved to these two countries. 1
Excluding long-term residents and their descendants: Initial
determination of citizenship in Estonia, Latvia, Slovenia
and Croatia When the Baltic states re-
gained their independence in 1990, these internal migrants ‘secure in
their Soviet citizenship’ became ‘international migrants of contested le-
gitimacy and uncertain membership’ (see Brubaker 1992: 269). In principle, these three Baltic states followed the notion of state
continuity, which means that they reinstalled the 1940 institutions and
laws,
including
their
respective
citizenship
legislation. However,
Lithuania had already enacted a new nationality law in 1989, using the
authority in nationality matters granted by the Soviet authorities dur-
ing the final days of the Soviet Union. This law was the outcome of ne-
gotiations between Lithuanian nationalist forces, which intended to re-
install the pre-1940 citizenship laws, and the Soviet government,
which opposed the exclusion of Russians and Poles who lived in
Lithuanian territory. Departing from the pre-1940 citizenship laws, it
only regarded those pre-1940 nationals and permanent residents and
their children and grandchildren who resided in Lithuania and did not
hold another citizenship as citizens. Hence, emigrants and expatriates
were excluded, a decision that Lithuania has been at pains to change
ever since, as will be shown in the following section. At the same time,
all of those persons who had held permanent resident status in Lithua-
nia for at least two years prior to the adoption of the law and who had
a legal source of income in the country, could declare their intention to
become nationals within two years following enactment of the law. This meant that Lithuania gave immigrants who had arrived during 444 WIEBKE SIEVERS WIEBKE SIEVERS the Soviet period the possibility of acquiring Lithuanian nationality. About 90 per cent of all non-Lithuanians seized this opportunity de-
spite the fact that they had to renounce their USSR citizenship in the
process, which at that time was not an easy option (see Kru¯ma in this
volume; Budryte 2005: 149ff). y
5
49 )
Unlike Lithuania, Latvia and Estonia decided to reestablish their pre-
1940 citizenry in 1991 and 1992, respectively, by restoring the national-
ity laws that were in force prior to their annexation. According to these
regulations, all of those who were Estonian nationals prior to 16 June
1940 and Latvian nationals on 17 June 1940 and their descendants had
a right to Estonian and Latvian nationalities, respectively, regardless of
whether they resided in the country or not. 1
Excluding long-term residents and their descendants: Initial
determination of citizenship in Estonia, Latvia, Slovenia
and Croatia By contrast, those who ar-
rived after these dates and had lived in these countries ever since, had
to go through the normal naturalisation procedures regardless of the
amount of time they had spent in their country of residence. As a con-
sequence, about one-third of the populations residing in these two
countries, again, mostly Russian immigrants who arrived as workers
during the time of Soviet occupation, became aliens or, even worse, sta-
teless, since the state of their nationality, the Soviet Union, had ceased
to exist. This also meant that they had no right to participate in refer-
enda on their constitutions, nor could they vote or run in the first elec-
tions, plus they were prohibited from seeking a number of public posi-
tions, all of which enhanced their exclusion (see Kru¯ma and Ja¨rve in
this volume). The differing approaches towards the Russian long-term residents in
these three countries have often been explained by the fact that the
numbers were much higher in Latvia and Estonia than in Lithuania. It
is true that the share of the titular ethnic group declined from 90 to 61
per cent in Estonia and from 77 to 52 per cent in Latvia between 1939
and 1989 (these are self-ascriptions gathered in the censuses). Based
on these figures, both countries argued that a strict stance on national-
ity was necessary in order to guarantee the survival of their ethnic na-
tions and cultures. However, a large percentage of the non-titular eth-
nic groups in Latvia automatically acquired citizenship in 1991 since
they were (descendants of) persons who were citizens or permanent re-
sidents in 1940 (see Aasland & Fløtten 2001: 1025). This explains why
the percentage of aliens and stateless was lower in Latvia than in Esto-
nia in 1993 (28 vs. 32 per cent). This ratio changed drastically in subsequent years, as the naturalisa-
tion policies were very different in the two countries, with the require-
ments being far stricter in Latvia than in Estonia. The Estonian law
adopted in 1992 required two years of permanent residence prior to ap-
plication (as of 30 March 1990) and one year after an application had
been filed, as well as a language exam. More than 87,000 persons were ‘A CALL TO KINSHIP’? 445 naturalised under these conditions between 1992 and 1995, when a
new Citizenship Act came into law. 1
Excluding long-term residents and their descendants: Initial
determination of citizenship in Estonia, Latvia, Slovenia
and Croatia The 1995 Act increased the re-
quired period of permanent residence to five years prior to, and one
year after, application, introduced a test of applicants’ knowledge of the
Estonian Constitution and the Citizenship Act and upgraded the lan-
guage exam. As a consequence, the naturalisation figures dropped
sharply, decreasing from more than 22,000 who were granted citizen-
ship in 1996 (under the 1992 Law) to 8,000 naturalised in 1997 (un-
der the 1995 Law). Despite international criticism, especially while it
prepared for its accession to the EU, and several attempts to encourage
naturalisation, the naturalisation figures have remained low and have
only slightly increased since Estonia’s EU accession in 2004. Neverthe-
less, the share of stateless persons decreased from 32 to 9 per cent be-
tween 1992 and 2008, albeit not all of this was due to their being nat-
uralised. While a similar share of the stateless left the country, a smal-
ler share acquired Russian citizenship but remained in Estonia. However, the numbers of stateless persons applying for Russian citi-
zenship has increased dramatically since the Estonian government
decided to relocate a Soviet war memorial in April 2007, an event
which not only initiated riots by mostly Russian-speaking youths but
also considerably increased Estonians’ mistrust of all Russian speakers. Moreover, there is some danger that older cohorts will continue to re-
main stateless, since the language exam prevents them from naturalis-
ing (see Ja¨rve in this volume). In Latvia, the naturalisation requirements were far stricter from the
outset. The law, which was restored in 1991 and in force until 1994,
imposed sixteen years of residence among other requirements. Thus, it
is not surprising that not a single person was naturalised under these
conditions. The first proposals for a new Citizenship Act remained very
strict. They foresaw first applications for citizenship for the year 2000,
limiting the numbers to 0.1 per cent of the previous year’s total num-
ber of Latvian nationals. In practice, this would have meant that under
these regulations about 1,000 stateless persons could have become nat-
uralised in 2000, a ridiculously small number considering that Latvia
had 673,398 stateless persons and foreigners in 1993. While the parlia-
ment adopted this proposal, the president never signed it. This was
due to international pressure, mainly from the Council of Europe,
which threatened not to admit Latvia if the law was adopted. 1
Excluding long-term residents and their descendants: Initial
determination of citizenship in Estonia, Latvia, Slovenia
and Croatia It took an-
other year before a new Citizenship Law was enacted in 1994. Although this law was more liberal with regard to the naturalisation re-
quirements than the first proposal (five years of permanent residence
and a language exam, among other requirements), it retained the so-
called window system which limited the number of persons allowed to 446 WIEBKE SIEVERS WIEBKE SIEVERS naturalise per year. This system was adopted since the legislators ex-
pected a run on Latvian citizenship. However, the expected run on Latvian citizenship never materialised. In fact, the number of applications was so low and the pressure from
abroad so high that the law was amended again in 1995. These amend-
ments did not affect the naturalisation requirements but addressed the
problem of the large number of stateless persons residing in Latvia
from two different angles. Firstly, they added a new category to those
regarded as Latvian nationals: those who were permanently residing in
Latvia, were duly registered and had completed their educations in a
school where Latvian is at least one of the languages of instruction. This category has been interpreted to include some former USSR na-
tionals. Secondly, they introduced a special non-citizen status for for-
mer USSR citizens who had become stateless, which guaranteed the
holders of this status almost all of the same rights that nationals have
except for electoral rights at the national level. After these amendments
were enacted, the numbers of applications for naturalisation further
decreased (from 4,543 in 1995 to 2,627 in 1996), with the disinterest
in Latvian citizenship being attributed to the fact that persons were
happy with the rights they had thus far been granted.2 It is only after
the window system was abolished in 1998 that the numbers of applica-
tions for Latvian citizenship increased significantly. Nevertheless, the
number of non-citizens and foreign nationals remains high in Latvia,
constituting 20 per cent of the total population in 2008 – the same as
in 2005 (compared to 28 per cent in 1993). Moreover, only about half
of the former non-citizens and foreigners have thus far acquired Lat-
vian citizenship, while the rest have either become citizen of another
country or have left the country (see Kru¯ma in this volume). Reaching out to emigrants and expatriates: Restitution
laws, dual nationality and status laws 2 Apart from the decision made by Estonia and Latvia to deny a large
group of residents the right to opt for their citizenships, the most de-
bated citizenship issues in the countries under discussion in this vo-
lume were most probably Romania’s decision to restore citizenship to
those living in the former territories of Greater Romania and Hun-
gary’s decision to grant kin minorities in the former Hungarian terri-
tories a quasi-citizenship status. This was mainly because these laws
were perceived as infringing upon the territorial sovereignty of neigh-
bouring states, which unleashed an international debate. However, Ro-
mania and Hungary were not the only two countries that reached out
to former citizens and ethnic kin beyond their borders. Most of the ‘A CALL TO KINSHIP’? 447 countries under discussion in this book introduced similar policies, al-
beit mainly addressing emigrants and their descendants, whose coun-
tries of residence are distant, large and powerful enough not to feel im-
mediately threatened by these regulations. In the following sections, I
will focus on these regulations, which roughly fall into three categories:
post-communist restitution laws, special regulations that allowed ex-
patriates to reacquire or maintain their original citizenship and quasi-
citizenship regulations that have granted a number of social rights to
ethnic kin residing in other countries. Restitution laws Restitution laws have, in principle, been meant to right communist (or
older) wrongs. Many post-communist countries adopted such laws but
they often only had symbolic value, which should nevertheless not be
underestimated. Czechoslovakia first adopted such legislation in 1990
and the Czech Republic renewed it in 1999 (since the first regulation
expired in 1993). Although the introductory phrases of this law imply
that it aims to ‘assuage the legacy of certain wrongs that occurred in
the period 1948 to 1989’, the law applies, in practice, to all those who
lost Czechoslovak citizenship in the communist period. Moreover,
although Czech law prohibits dual nationality (expressly exempting
only Slovaks from this rule), the restitution law did not require appli-
cants to renounce any other nationality. Nevertheless, the number of
those who applied for Czech citizenship under this law has remained
relatively low probably because the law was only introduced after the
date for the application for restitution of property expired (the right to
property restitution was limited to Czechoslovak citizens). Another ex-
ample of this restitution law, which mainly had symbolic relevance, is
the Polish right to repatriation, which was first introduced in the
1990s and then reformulated in a separate Repatriation Act adopted in
2000. This Act is addressed to ethnic Poles who were residing ‘in the
East […] due to deportations, exile and other ethnically motivated forms
of persecution’. Again, this law applies to all ethnic Poles residing in
the defined areas since they did not have to provide proof of deporta-
tion or persecution – which would probably also have been difficult. Nevertheless, it only attracts a small number of repatriates (see Liebich
in this volume). Restitution laws have, in principle, been meant to right communist (or
older) wrongs. Many post-communist countries adopted such laws but
they often only had symbolic value, which should nevertheless not be
underestimated. Czechoslovakia first adopted such legislation in 1990
and the Czech Republic renewed it in 1999 (since the first regulation
expired in 1993). Although the introductory phrases of this law imply
that it aims to ‘assuage the legacy of certain wrongs that occurred in
the period 1948 to 1989’, the law applies, in practice, to all those who
lost Czechoslovak citizenship in the communist period. Moreover,
although Czech law prohibits dual nationality (expressly exempting
only Slovaks from this rule), the restitution law did not require appli-
cants to renounce any other nationality. Restitution laws Nevertheless, the number of
those who applied for Czech citizenship under this law has remained
relatively low probably because the law was only introduced after the
date for the application for restitution of property expired (the right to
property restitution was limited to Czechoslovak citizens). Another ex-
ample of this restitution law, which mainly had symbolic relevance, is
the Polish right to repatriation, which was first introduced in the
1990s and then reformulated in a separate Repatriation Act adopted in
2000. This Act is addressed to ethnic Poles who were residing ‘in the
East […] due to deportations, exile and other ethnically motivated forms
of persecution’. Again, this law applies to all ethnic Poles residing in
the defined areas since they did not have to provide proof of deporta-
tion or persecution – which would probably also have been difficult. Nevertheless, it only attracts a small number of repatriates (see Liebich
in this volume). Unlike the Czech and Polish laws, the Bulgarian restitution law
adopted in 1990 not only had symbolic value but also had a real im-
pact. This law served to restore citizenship to the more than 300,000
members of the Turkish minority who were deprived of this status and
forced to resettle in Turkey in the final stages of the communist regime
after years of ethnic repression. A large number of these refugees had, 448 WIEBKE SIEVERS WIEBKE SIEVERS in the meantime, been granted Turkish citizenship and some of them
had also actually remained in Turkey. But the law restoring their Bul-
garian citizenship did not demand the renunciation of other citizen-
ships nor did it require resettlement to Bulgaria. However, the resent-
ment against the former communist regime in Bulgaria, which found
expression in the restitution law, has since been supplanted by ethnic
nationalism. As a consequence, the openness of the citizenship law, in
particular to those residing in Turkey, has come under criticism. The
debate was sparked off by the fact that all Bulgarian nationals, regard-
less of their place of residence, have the right to vote. Mobilised by the
MRF, the Bulgarian party historically associated with the Turkish min-
ority, Bulgarians residing in Turkey have made extensive use of this
right. This situation was first criticised as undemocratic during the par-
liamentary elections of 1994. Restitution laws Protests escalated prior to the European
parliamentary elections in 2007, in advance of which the radical na-
tionalist party Ataka suggested changing the citizenship laws so that
only ethnic Bulgarians could hold dual nationality. While this sugges-
tion was not accepted in Bulgaria, it is a normal practice in many coun-
tries as will be shown below (see Smilov & Jileva in this volume). (
J
)
Restitution assumed a wider meaning in Romania, Latvia and Esto-
nia. Romania’s restitution policies started on a note that was similar to
Polish and Czech laws. A decree adopted in Romania as early as 1989
not only guaranteed repatriation to all Romanian citizens residing
abroad but also granted former Romanian citizens residing abroad the
right to reacquire Romanian citizenship by repatriating without requir-
ing them to renounce their other nationality. This implicit toleration of
dual nationality was a novelty in Romanian law at the time. A second
decree issued in 1990 further extended the group of former citizens
who were allowed to reacquire Romanian nationality by also waiving
the residency requirement. However, it was only with the adoption of
the new citizenship law in 1991 that restitution acquired something
more than mere symbolic significance in Romania. This law explicitly
included a third group of former Romanian citizens now granted the
right to reacquire citizenship, namely those who resided in the terri-
tories of Bessarabia and Northern Bukovina, which belonged to Roma-
nia before they were occupied by the Soviet Union in 1940-1941 and
annexed in 1944. Like the Baltic states, the Romanian government ar-
gued that this annexation had been illegal. While this particular law
did not address migrants, it encouraged migration between Moldova,
Romania and other EU countries. Moreover, several EU agencies
warned that this policy of citizenship restitution could become a way of
circumventing EU immigration controls when Romania acceded to the
EU in 2007. This was one of the reasons why the Romanian govern-
ment brought the naturalisation process to a halt and introduced more ‘A CALL TO KINSHIP’? 449 requirements for the reacquisition of citizenship for this particular
group of people. While at least 100,000 largely Moldovan citizens reac-
quired their citizenship in the first decade after the introduction of the
law, this number dropped to fewer than 3,000 reacquisitions between
2001 and 2007. Restitution laws Since the nationality law was amended in September
2007 the number of nationality restitutions has increased. More than
3,807 restitutions were granted within a year. However, between
500,000 and 900,000 applications by Moldovans alone are said to be
awaiting a decision (see Iordachi in this volume). g
(
)
A similarly broad understanding of restitution was applied in Esto-
nia and Latvia; it restored nationality to all pre-1940 citizens and their
descendants even if they had emigrated after that date. Moreover, while
both countries in principle prohibit dual nationality, their regulations
are often unclear and sometimes even openly tolerate dual nationality
where emigrants are concerned. Thus, the Estonian regulations state
that Estonians can be deprived of their nationality if they acquire the
nationality of another state; this provision, nevertheless, does not apply
to those who acquired Estonian nationality by birth. It therefore re-
mains unclear whether 1940 nationals by birth and their descendants
are still considered nationals even if they hold another nationality. Moreover, the state has been quite tolerant of dual nationality in cases
of resumption by those who lost Estonian nationality as minors (see
Ja¨rve in this volume). The restored nationality law in Latvia, by con-
trast, still explicitly demanded the renunciation of other nationalities
for emigrants and their descendants. Only one group was excluded
from this requirement in the transitional regulations of the restored
law: refugees and those who were deported between 1940 and 1990
could register as citizens until 1 July 1995. The new nationality law
adopted in 1994 extended this exemption from the general prohibition
of dual nationality to all 1940 nationals and their descendants. Under
this law, only those who had acquired a new nationality after Latvia’s
independence were required to renounce that nationality. In 2007, the
Constitutional Court officially confirmed Latvia’s unofficial policy of
prohibiting dual nationality only in cases of naturalisation. Since then,
there have been several discussions about also extending dual national-
ity to those who have recently left the country (see Kru¯ma in this vo-
lume). 2.2
Other special regulations allowing emigrants to acquire citizenship A second group of countries openly reached out to emigrants and ex-
patriates by adopting special regulations in order to renew or maintain
ties with these particular groups. As mentioned above, this holds true
for Lithuania. Lithuania was the only one of the three Baltic states that 450 WIEBKE SIEVERS WIEBKE SIEVERS had expressly excluded expatriates from its initial citizenry in 1989 by
making permanent residence in the country a requirement for the ac-
quisition of nationality for 1940 nationals and their descendants. More-
over, the law did not provide for dual nationality, primarily because the
Lithuanian nationalist forces did not want Lithuanian citizens to keep
their USSR citizenship. Both of these rules were amended in the
course of the 1990s in response to pressure from expatriate commu-
nities and criticism from the Council of Europe. However, Russian
speakers were also interested in dual citizenship. These opposing
forces might explain the special development of the Lithuanian citizen-
ship regulations in the course of the 1990s. The first new citizenship
law adopted after independence lifted the residence requirement for
1940 nationals as well as their children and grandchildren. Regarding
the prohibition of dual nationality, early exceptions had already been
introduced when the 1989 Law was amended in 1991. In 1993, those
who had been deported from Lithuania or had left during the occupa-
tion were allowed to recover their nationality without having to re-
nounce another one. In 1994, the Constitutional Court declared that
1940 nationals and their descendants were the only group exempted
from losing Lithuanian nationality when acquiring another nationality. Based on this ruling, the nationality law was again amended in 1995. Since then, all 1940 nationals and their children have been considered
nationals unless they had returned to their ethnic homeland (according
to this rule an ethnic Pole who had relocated to Poland after 1940
would not be allowed to keep both citizenships). Further pressure from
expatriate groups led to an extension of this regulation to grandchil-
dren and great-grandchildren of 1940 nationals in the new citizenship
law that was enacted in 2003.3 However, all of these special regulations
on dual citizenship for expatriates were declared unconstitutional by
the Constitutional Court in 2006. The Court argued that the Constitu-
tion allowed dual nationality only in exceptional cases. 2.2
Other special regulations allowing emigrants to acquire citizenship How this relates
to its earlier judgement regarding 1940 nationals and their descen-
dants remains unclear (Kru¯ma in this volume; Budryte 2005: 152ff.). Other countries used similar methods in order to renew or maintain
links to expatriate communities in the 1980s and 1990s. In 1989, Mal-
ta allowed emigrants born in Malta and who had spent at least six years
abroad to hold dual nationality.4 A large number of Maltese citizens
had left Malta for the UK, Australia, Canada and the US in the 1950s
and 1960s. Following the previous regulations, they automatically lost
their Maltese citizenship when acquiring the citizenship of their new
country of residence. The 1989 amendments applied retroactively, i.e. Maltese emigrants who had lost their Maltese citizenship when they ac-
quired the citizenship of their country of residence were now deemed
to have never lost it. In 2007, Malta extended the right to dual nation- 451 ‘A CALL TO KINSHIP’? ality to second and subsequent generations residing abroad. Unlike
Lithuania, Malta proceeded to make dual citizenship the rule in 2000. This means that foreigners applying for Maltese citizenship no longer
have to renounce their other nationalities (see Buttigieg in this vo-
lume). )
Of course, it takes two states for these regulations to have any im-
pact. If the emigrants’ state of residence prohibits dual nationality, a
change of law in the country of origin will not be enough of an incen-
tive for former citizens to reacquire their citizenship. The Maltese
changes are a good case in point: while in the 1990s only about 200
persons annually reacquired their Maltese nationality by registration,
this number increased to more than 1,000 in 2002 when Australia be-
gan allowing dual nationality. How many former Maltese citizens auto-
matically reacquired their Maltese citizenship because of this legal
change in their country of residence is unknown (see Buttigieg in this
volume). However, there is no automatic guarantee that the legal regulations
of other states are respected, as has been made evident in the Turkish
case. Turkey introduced toleration of dual citizenship in 1981 with a
view to maintaining links with Turkish workers who have moved to
Western Europe, particularly Germany, since the 1960s. 2.2
Other special regulations allowing emigrants to acquire citizenship Moreover, the
Turkish state encouraged former Turkish nationals to reacquire their
Turkish nationality after having renounced it in order to acquire Ger-
man and Austrian nationality, for example, although these two states
prohibited dual nationality acquired through naturalisation. While this
was known in the countries of residence, the German state had no le-
gal basis that would have allowed it to stop this practice, mainly be-
cause the German constitution did not permit withdrawing German
nationality from German citizens residing in the country; this was in
response to the Third Reich’s massive denaturalisation of German
Jews. This changed in 2000 when Germany introduced a new nation-
ality law, which also granted the German state the right to withdraw
German nationality from those who had acquired another nationality
without the authorities’ consent. More than 40,000 German-Turkish
dual nationals lost their German nationality as a result of this new reg-
ulation (see Kadirbeyoglu in this volume). Quasi-citizenship regulations for expatriates 2.3 Several countries in our sample adopted laws that provided co-ethnics
with a form of quasi-citizenship by granting them a set of rights usual-
ly reserved to citizens, including privileged access to education and em-
ployment. The most important and most debated of these was the in-
troduction of the so-called Status Law in Hungary in 2001. Granting 452 WIEBKE SIEVERS WIEBKE SIEVERS quasi-citizenship to ethnic Hungarians residing in neighbouring coun-
tries, this law was met with heavy criticism (until 2003 when the most
debated provisions were deleted), particularly in Slovakia, despite the
fact that Slovakia had already introduced a similar law in 1997. So had
Bulgaria in 2000, Slovenia in 2006 and Poland in 2007 (see Kova´cs &
To´th, Kusa´, Medved, Go´rny & Pudzianowska and Smilov & Jileva in
this volume). )
While all of these countries introduced a form of quasi-citizenship
in order to establish and maintain links with co-ethnics abroad holding
the citizenship of their country of residence, Turkey introduced a simi-
lar regulation in order to encourage citizens residing abroad to acquire
the nationality of their respective country of residence. When several
Turkish emigrants were killed in xenophobic arson attacks in Mo¨lln in
1992 and Solingen in 1993, the Turkish government decided to encou-
rage its nationals abroad to acquire the nationality of their country of
residence, arguing that a large Turkish electorate would at least prevent
parties from openly mobilising against immigrants. The main reason
for Turkish nationals not acquiring German nationality was the fact
that they had to renounce their Turkish nationality and thus the right
to property and inheritance in Turkey. That is why the Turkish govern-
ment introduced a quasi-citizenship status in 1995, which has become
known as the ‘pink card’ (reflecting the colour of the document given
to such status holders). This status grants former Turkish nationals all
the rights of citizens except the right to vote. While the numbers of
Turkish citizens granted German citizenship has increased signifi-
cantly since the introduction of the pink card, the number of applica-
tions for the pink card has remained low. This implies that other fac-
tors were responsible for the increase in naturalisations (see Kadirbeyo-
glu in this volume; Caglar 2004; the statistics compiled by Harald
Waldrauch for the NATAC project as published on www.imiscoe.org). Quasi-citizenship regulations for expatriates All of the states discussed here have reached out to their expatriates
and kin minorities in the last two decades. As the following section will
show, this attitude contrasts strongly with the lack of attention paid to
immigrants as potential future citizens. 3
Excluding recent immigrants: Naturalisation requirements 3 As mentioned above, the countries discussed in this book have only re-
cently begun to attract immigration. As a consequence, these new im-
migrants have not really become an issue in their respective citizenship
regulations. Granted, all of them have regulations for the acquisition of
citizenship by naturalisation, the requirements of which are in princi-
ple similar to those in the fifteen pre-2004 EU Member States. All of ‘A CALL TO KINSHIP’? 453 the countries under discussion here require a specific period of resi-
dence in the country, ranging from five (in nine countries) to ten years
(in Lithuania and Slovenia). However, unlike many of the ‘old’ Member
States, six of the new Member States do not count all of the years from
the date of entry but rather count from the date when the respective
person was granted a residency permit, which certainly increases the
required period of residency significantly. Moreover, all of these coun-
tries demand a clean criminal record, thirteen out of the fourteen
countries require command of the national language, ten demand
proof of some kind of legal income, seven demand that the applicants
swear an oath of loyalty and three conduct a test on the country’s con-
stitution (also see Dumbravaˇ 2007: 462 for the new Member States;
Waldrauch 2006: 134-159 for the fifteen pre-2004 Member States). 34 59
p
4
)
Only rarely are there any clear indications that specific changes in
the citizenship laws are motivated by recent immigration. One example
is Romania’s tightening of its naturalisation requirements in 1999 and
2003. In 1999, the Romanian government not only increased the resi-
dence requirement from five to seven years, but also introduced tests
on an applicant’s knowledge of the Romanian language, elementary
norms of Romanian culture and civilisation. In 2003, the residence re-
quirement was further increased to eight years (but reduced to five
years for foreign spouses of Romanian nationals). Moreover, the law
now also demands knowledge of the national anthem and a declaration
of loyalty. This marked increase in requirements, particularly in the
cultural domain, is not unlike recent developments in West European
countries such as Denmark, Germany, the Netherlands and the UK. y
Malta, Cyprus and Poland have the lowest number of legal require-
ments. 3
Excluding recent immigrants: Naturalisation requirements For example, Poland – the only post-communist country which
has not introduced a new citizenship law since the fall of the Iron Cur-
tain – officially demands only five years of permanent residence, which
in practice comes to at least ten years of residence in the country. How-
ever, this does not mean that these are the most open countries but
rather that their authorities exercise broad discretion in deciding who
can become a citizen. Again, Poland is an interesting case in point: ap-
plications for naturalisation in Poland have to include additional infor-
mation on the parents’ nationality, sources of income, the applicants’
most recent job, knowledge of the Polish language and services ren-
dered to Poland (or Polish diaspora organisations, etc.). However, the
citizenship law does not contain any requirements that explain why
these documents are necessary to make a decision on an applicant. Nor are there clear rules for their evaluation. Practice indicates that not
only Poland but also Cyprus and Malta select future citizens based on
their ancestry (see Buttigieg, Trimikliniotis and Go´rny & Pudzianowska
in this volume). 454 WIEBKE SIEVERS WIEBKE SIEVERS Moreover, even in those countries where the requirements are very
similar to those in the pre-2004 EU Member States, the focus is rarely
on new immigration, which becomes obvious when we look at regula-
tions that address specific groups. Apart from the three countries men-
tioned above where descent is important in practice although not men-
tioned in the law, five countries offer facilitated naturalisation to co-eth-
nics by reducing the residence requirement from ten years to one in
the case of Slovenia (see Medved in this volume), from eight years to at
least one year for ethnic Hungarian descendants of former citizens
(see Kova´cs & To´th in this volume) and from five years to no residence
requirement at all in Bulgaria, Croatia and Turkey (see Iordachi,
Ragazzi & Sˇtiks and Kadirbeyoglu in this volume). Hence, eight of the
fourteen countries apply ethnic preferences in one way or another. There are only two other groups of foreigners who enjoy preferential
treatment in a large number of these countries: those regarded as
being of interest to the country because of their special merits and the
spouses of nationals. 4
Conclusions This chapter’s discussion of migration and citizenship legislations in
the new Member States, Croatia and Turkey has shown that the trends
in these fourteen countries are comparable. Returning to Agard’s ear-
lier quotation we might be able to summarise that the main trend has
been ‘a call to kinship’, although this call has not been addressed to im-
migrants but to kin minorities and former citizens in neighbouring
states and to emigrants and expatriate communities in more distant
countries. Furthermore, long-term residents were often subject to se-
vere discrimination in the process of the establishment and re-estab-
lishment of states after the end of the communist period. Since immi-
gration is a comparatively recent phenomenon in all of the countries
under discussion, these new immigrants have not really become an is-
sue with regard to citizenship regulations. In that respect, the citizen-
ship legislations in the twelve new Member States, Croatia and Turkey
differ markedly from those in the pre-2004 EU Member States, where
most of the recent changes in citizenship laws were motivated by im-
migration. However, as Dumbravaˇ (2007) rightly points out, we should not fall
into the trap of describing these differences in terms of restrictive East-
ern European laws and liberal Western European laws (for a different
opinion on this matter, see Howard 2009). Firstly, several of the pre-
2004 Member States also have regulations that facilitate citizenship ac-
quisition for expatriates and co-ethnics, including Germany, Greece,
Italy, Ireland, Spain and Portugal. Both the Western European and the
above-described Eastern European regulations can, in principle, be
used to enter any other Member State, since citizenship in one EU
Member State automatically implies EU citizenship. There is, for ex-
ample, some indication that Argentine citizens acquire Italian citizen-
ship to be able to live and work in Spain. Hence, European concerns
about national citizenship regimes are not only raised by Eastern Eur-
opean policies but also by analoguous Western European regulations. Secondly, as pointed out above, citizenship in Western Europe has
moved in opposite directions in recent years, with some formerly liber-
al countries, such as Denmark or the Netherlands, dramatically raising
their naturalisation requirements (see Baubo¨ck, Ersbøll, Groenendijk &
Waldrauch 2006: 23-25). Thirdly, there are specific trends that are si-
milar in all of these countries. For instance, dual citizenship has be-
come more accepted throughout the European Union. 3
Excluding recent immigrants: Naturalisation requirements However, in their most recent amendments, and in order to prevent
marriages of convenience, Slovenia and Malta have already raised the
number of years that spouses are required to reside in the country be-
fore they can naturalise (see Medved and Buttigieg in this volume). Special regulations for other groups of immigrants are rare: Bulgaria,
the Czech Republic, Slovenia and Hungary have reduced residence re-
quirements for refugees (see Smilov & Jileva, Barsˇova´, Medved and Ko-
va´cs & To´th in this volume), while Croatia, Slovenia, Lithuania and
Hungary have special regulations for foreigners born in their countries,
but these usually address very specific groups, such as residents from
other former Yugoslav republics in Slovenia and Croatia (see Ragazzi &
Sˇtiks, Medved, Kru¯ma and Kova´cs & To´th in this volume). In the Czech
Republic, all foreigners born within its borders are treated somewhat
more favourably than other foreigners, as they do not necessarily need
to meet the five-year residency requirement to qualify for naturalisa-
tion. The Czech Republic is also the only country that has made an at-
tempt to introduce special regulations for second-generation foreigners
born in the Czech Republic of immigrant parents, but the legislative
process was hampered by the parliamentary elections of 2006. A new
draft bill containing regulations for this particular group is expected to
be presented in 2009 (see Barsˇova´ in this volume and Dumbravaˇ
2007: 459). ‘A CALL TO KINSHIP’? 455 Notes 1
British subjects, according to the Cyprus (Annexation) Orders, and persons born in
Cyprus on or after 5 November 1914, as well as descendants in the male line of both
of these groups (see annex D to the Treaty concerning the Establishment of the
Republic of Cyprus, sect. 2, para. 2, available at www.fco.gov.uk). 1
British subjects, according to the Cyprus (Annexation) Orders, and persons born in
Cyprus on or after 5 November 1914, as well as descendants in the male line of both
of these groups (see annex D to the Treaty concerning the Establishment of the
Republic of Cyprus, sect. 2, para. 2, available at www.fco.gov.uk). 2
The most important reasons for the lack of interest in naturalisation were that
people did not know Latvian, that they wanted to avoid military service and that it
was easier for non-citizens than for Latvians to receive a Russian visa. The third
point has since been further simplified; in 2008, Russia decided to grant visa-free
travel to former USSR citizens who reside in Estonia and Latvia and have not
acquired another citizenship (see Kru¯ma in this volume). 3
Grandchildren of 1940 nationals also had a right to nationality under the previous law
but were required to renounce other nationalities when they wanted to exert that right. B f
h
d
l
i
ll
d
h
h
i
li
il 3
Grandchildren of 1940 nationals also had a right to nationality under the previous law
but were required to renounce other nationalities when they wanted to exert that right. 4
Before that date only minors were allowed to have more than one nationality until
their nineteenth birthdays. 3
Grandchildren of 1940 nationals also had a right to nationality under the previous law
but were required to renounce other nationalities when they wanted to exert that right. 4
Before that date only minors were allowed to have more than one nationality until
their nineteenth birthdays. 4
Before that date only minors were allowed to have more than one nationality until
their nineteenth birthdays. 4
Conclusions However, the
reasons for the growing tolerance of dual nationality differ; in Western
Europe this is mostly linked to facilitating naturalisation for immi-
grants, while in the twelve new Member States and two accession
countries under discussion tolerance of dual citizenship is mainly re- 456 WIEBKE SIEVERS WIEBKE SIEVERS served for co-ethnics and emigrants residing abroad. As a consequence,
there has been a tendency to regard only the former as liberal,
although the latter reforms also liberalise access to citizenship and
may lead to a general acceptance of dual citizenship in the long run, as
the case of Malta shows. 1
British subjects, according to the Cyprus (Annexation) Orders, and persons born in
Cyprus on or after 5 November 1914, as well as descendants in the male line of both
of these groups (see annex D to the Treaty concerning the Establishment of the
Republic of Cyprus, sect. 2, para. 2, available at www.fco.gov.uk). Bibliography Aasland, A. & T. Fløtten (2001), ‘Ethnicity and Social Exclusion in Estonia and Latvia’,
Europe-Asia Studies 53 (7): 1023-1049. Agard, J. (2000), ‘Remember the Ship’, in J. Procter (ed.), Writing Black Britain 1948-
1998. An interdisciplinary anthology, 258-259. Manchester: Manchester University
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tional Migration Review 26 (2): 269-291. Budryte, D. (2005), Taming Nationalism? Political Community Building in the Post-Soviet
Baltic States. Aldershot: Ashgate. Caglar, A. (2004), ‘“Citizenship Light”: Transnational Ties, Multiple Rules of Member-
ship, and the “Pink Card”’, in J. Friedmann & S. Randeria (eds.), Worlds on the Move:
Globalisation, Migration and Cultural Security, 273-291.Taurus: London. Dumbravaˇ, C. (2007), ‘Citizenship regulations in Eastern Europe. Acquisition of citizen-
ship at birth and through regular naturalization in sixteen postcommunist countries’,
CEU Political Science Journal 2 (4): 450-472. Dummett, A. (2006), ‘United Kingdom’, in R. Baubo¨ck, E. Ersbøll, K. Groenendijk & H. Waldrauch (eds.), Acquisition and Loss of Nationality. Policies and Trends in 15 European
States. Vol. 2: Country Analyses, 551-585. Amsterdam: Amsterdam University Press. ‘A CALL TO KINSHIP’? 457 Howard, M. (2009), The Politics of Citizenship in Europe. Cambridge: Cambridge Univer-
sity Press (forthcoming). Howard, M. (2009), The Politics of Citizenship in Europe. Cambridge: Cambridge Univer-
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Human Rights Watch (1995), Civil and Political Rights in Croatia. www.hrw.org. ˇ Sˇtiks, I. (2006), ‘Nationality and Citizenship in the Former Yugoslavia: From Disintegra-
tion to European Integration’, in Southeast European and Black Sea Studies 6 (4): 483-
500. Waldrauch, H. (2006), ‘Acquisition of nationality’, in R. Baubo¨ck, E. Ersbøll, K. Groenen-
dijk & H. Waldrauch (eds.), Acquisition and Loss of Nationality. Policies and Trends in
15 European Countries. Vol. 1: Comparative Analyses, 121-182. Amsterdam: Amsterdam
University Press. List of contributors Andrea Barsˇova´, Government Office, Human Rights Department,
Prague
barsova@seznam.cz
Rainer Baubo¨ck, Department of Political and Social Sciences, European
University Institute, Florence
rainer.baubock@eui.eu
Eugene Buttigieg, Department of European and Comparative Law,
Faculty of Laws, University of Malta
eugene.buttigieg@um.edu.mt
Agata Go´rny, Centre of Migration Research, University of Warsaw
agata@gorny.edu.pl
Constantin Iordachi, Department of History, Central European
University, Budapest
iordachinc@ceu.hu
Priit Ja¨rve, Independent researcher, Vilnius, Lithuania
jaerve@yahoo.com
Elena Jileva, Centre for Political and Constitutional Studies, Madrid
ejileva@cepc.es
Zeynep Kadirbeyoglu, Political Science Department, Bogazici
University, Istanbul
zeynep.kadirbeyoglu@mail.mcgill.ca
Ma´ria Kova´cs, Nationalism Studies Program, Central European
University, Budapest
kovacsma@ceu.hu Rainer Baubo¨ck, Department of Political and Social Sciences, European
University Institute, Florence
rainer.baubock@eui.eu Priit Ja¨rve, Independent researcher, Vilnius, Lithuania
jaerve@yahoo.com Elena Jileva, Centre for Political and Constitutional Studies, Madrid
ejileva@cepc.es Zeynep Kadirbeyoglu, Political Science Department, Bogazici
University, Istanbul
zeynep.kadirbeyoglu@mail.mcgill.ca Ma´ria Kova´cs, Nationalism Studies Program, Central European
University, Budapest
kovacsma@ceu.hu CITIZENSHIP POLICIES IN THE NEW EUROPE 460 Kristı¯ne Kru¯ma, Riga Graduate School of Law
Kristine.Kruma@rgsl.edu.lv
Dagmar Kusa´, International Center for Conciliation, Boston
and EUROCLIO, The Hague
dagmarkusa@gmail.com
Andre Liebich, Graduate Institute of International and Development
Studies, Geneva
andre.liebich@graduateinstitute.ch
Felicita Medved, Independent researcher, Brezovica pri Ljubljani
felicita.medved@siol.net
Bernhard Perchinig, Institute for Urban and Regional Research,
Austrian Academy of Sciences, Vienna
bernhard.perchinig@oeaw.ac.at
Dorota Pudzianowska, Faculty of Law, Warsaw University
d.pudzianowska@uw.edu.pl
Francesco Ragazzi, School of Oriental and African Studies, London
francesco.ragazzi@sciences-po.org
Wiebke Sievers, Commission for Migration and Integration Research,
Austrian Academy of Sciences, Vienna
wiebke.sievers@oeaw.ac.at
Daniel Smilov, University of Sofia and Centre for Liberal Strategies,
Sofia
daniel@cls-sofia.org
Igor Sˇtiks, Institut d’Etudes Politiques de Paris, Paris
and Northwestern University, Chicago/Evanston
igorstiks@yahoo.com
Judit To´th, Faculty of Law, Department of Constitutional Law,
University of Szeged
skula@juris.u-szeged.hu
Nicos Trimikliniotis, Centre for the Study of Migration, Inter-ethnic &
Labour Relations, University of Nicosia, Cyprus
nicostrim@logosnet.cy.net Bernhard Perchinig, Institute for Urban and Regional Research,
Austrian Academy of Sciences, Vienna
bernhard.perchinig@oeaw.ac.at Judit To´th, Faculty of Law, Department of Constitutional Law,
University of Szeged
skula@juris.u-szeged.hu Nicos Trimikliniotis, Centre for the Study of Migration, Inter-ethnic &
Labour Relations, University of Nicosia, Cyprus
nicostrim@logosnet.cy.net Other IMISCOE titles IMISCOE Research IMISCOE Research
Rinus Penninx, Maria Berger, Karen Kraal, Eds. The Dynamics of International Migration and Settlement in Europe:
A State of the Art
2006 (ISBN 978 90 5356 866 8)
(originally appearing in IMISCOE Joint Studies) Rinus Penninx, Maria Berger, Karen Kraal, Eds. The Dynamics of International Migration and Settlement in Europe:
A State of the Art
2006 (ISBN 978 90 5356 866 8)
(originally appearing in IMISCOE Joint Studies) Leo Lucassen, David Feldman, Jochen Oltmer, Eds. Paths of Integration: Migrants in Western Europe (1880-2004)
2006 (ISBN 978 90 5356 883 5) Rainer Baubo¨ck, Eva Ersbøll, Kees Groenendijk, Harald Waldrauch, Eds. Acquisition and Loss of Nationality: Policies and Trends in 15 European
Countries, Volume 1: Comparative Analyses
2006 (ISBN 978 90 5356 920 7) Rainer Baubo¨ck, Eva Ersbøll, Kees Groenendijk, Harald Waldrauch, Eds. Acquisition and Loss of Nationality: Policies and Trends in 15 European
Countries, Volume 2: Country Analyses
2006 (ISBN 978 90 5356 921 4) Rainer Baubo¨ck, Bernhard Perchinig, Wiebke Sievers, Eds. Citizenship Policies in the New Europe
2007 (ISBN 978 90 5356 922 1)
Veit Bader
Secularism or Democracy? Associational Governance of Religious Diversity
2007 (ISBN 978 90 5356 999 3)
Holger Kolb & Henrik Egbert, Eds. Migrants and Markets: Perspectives from Economics and the Other
Social Sciences
2008 (ISBN 978 90 5356 684 8)
Ralph Grillo, Ed. The Family in Question: Immigrant and Ethnic Minorities in
Multicultural Europe
2008 (ISBN 978 90 5356 869 9) Rainer Baubo¨ck, Bernhard Perchinig, Wiebke Sievers, Eds. Citizenship Policies in the New Europe
2007 (ISBN 978 90 5356 922 1) Corrado Bonifazi, Marek Oko´lski, Jeannette Schoorl, Patrick Simon, Eds. International Migration in Europe: New Trends and New Methods of Analysis
2008 (ISBN 978 90 5356 894 1) Maurice Crul, Liesbeth Heering, Eds. The Position of the Turkish and Moroccan Second Generation in
Amsterdam and Rotterdam: The TIES Study in the Netherlands
2008 (ISBN 978 90 8964 061 1) Marlou Schrover, Joanne van der Leun, Leo Lucassen, Chris Quispel, Eds. Illegal Migration and Gender in a Global and Historical Perspective
2008 (ISBN 978 90 8964 047 5) Gianluca P. Parolin
Citizenship in the Arab World: Kin, Religion and Nation-State
2009 (ISBN 978 90 8964 045 1) Gianluca P. Parolin
Citizenship in the Arab World: Kin, Religion and Nation-State
2009 (ISBN 978 90 8964 045 1) IMISCOE Reports Rainer Baubo¨ck, Ed. Migration and Citizenship: Legal Status, Rights and Political Participation
2006 (ISBN 978 90 5356 888 0) Michael Jandl, Ed. Innovative Concepts for Alternative Migration Policies:
Ten Innovative Approaches to the Challenges of Migration in the 21st Century
2007 (ISBN 978 90 5356 990 0)
Jeroen Doomernik, Michael Jandl, Eds. Modes of Migration Regulation and Control in Europe
2008 (ISBN 978 90 5356 689 3) Michael Jandl, Ed. Innovative Concepts for Alternative Migration Policies:
Ten Innovative Approaches to the Challenges of Migration in the 21st Century
2007 (ISBN 978 90 5356 990 0) Michael Jandl, Ed. Innovative Concepts for Alternative Migration Policies:
Ten Innovative Approaches to the Challenges of Migration in the 21st Century
2007 (ISBN 978 90 5356 990 0)
Jeroen Doomernik, Michael Jandl, Eds. Modes of Migration Regulation and Control in Europe Michael Jandl, Christina Hollomey, Sandra Gendera, Anna Stepien,
Veronika Bilger
Migration and Irregular Work in Austria. A Case Study of the Structure
and Dynamics of Irregular Foreign Employment in Europe at the Beginning
of the 21st Century
2008 (ISBN 978 90 8964 053 6) Heinz Fassmann, Ursula Reeger, Wiebke Sievers, Eds. Statistics and Reality: Concepts and Measurements of Migration in Europe
2009 (ISBN 978 90 8964 052 9) IMISCOE Dissertations IMISCOE Dissertations Panos Arion Hatziprokopiou
Globalisation, Migration and Socio-Economic Change in Contemporary
Greece: Processes of Social Incorporation of Balkan Immigrants
in Thessaloniki
2006 (ISBN 978 90 5356 873 6) Floris Vermeulen
The Immigrant Organising Process: Turkish Organisations in Amsterdam
and Berlin and Surinamese Organisations in Amsterdam, 1960-2000
2006 (ISBN 978 90 5356 875 0) Floris Vermeulen
The Immigrant Organising Process: Turkish Organisations in Amsterdam
and Berlin and Surinamese Organisations in Amsterdam, 1960-2000
2006 (ISBN 978 90 5356 875 0) Anastasia Christou
Narratives of Place, Culture and Identity: Second-Generation
Greek-Americans Return ‘Home’
2006 (ISBN 978 90 5356 878 1) Anastasia Christou
Narratives of Place, Culture and Identity: Second-Generation
Greek-Americans Return ‘Home’
2006 (ISBN 978 90 5356 878 1) Katja Rusˇinovic´
Dynamic Entrepreneurship: First and Second-Generation Immigrant
Entrepreneurs in Dutch Cities
2006 (ISBN 978 90 5356 972 6) Inge Van Nieuwenhuyze
Getting by in Europe’s Urban Labour Markets: Senegambian Migrants’
Strategies for Survival, Documentation and Mobility
2009 (ISBN 978 90 8964 050 5) Nayla Moukarbel
Sri Lankan Housemaids in Lebanon: A Case of ‘Symbolic Violence’ and
‘Every Day Forms of Resistance’
2009 (ISBN 978 90 8964 051 2) Nayla Moukarbel
Sri Lankan Housemaids in Lebanon: A Case of ‘Symbolic Violence’ and
‘Every Day Forms of Resistance’
2009 (ISBN 978 90 8964 051 2) Nayla Moukarbel
Sri Lankan Housemaids in Lebanon: A Case of ‘Symbolic Violence’ and
‘Every Day Forms of Resistance’
2009 (ISBN 978 90 8964 051 2) Je´roˆme Jamin
L’imaginaire du complot: Discours d’extreˆme droite en France et
aux Etats-Unis
2009 (ISBN 978 90 8964 048 2) John Davies
‘My Name Is Not Natasha’: How Albanian Women in France Use
Trafficking to Overcome Social Exclusion (1998-2001)
2009 (ISBN 978 90 5356 707 4)
|
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Atividades físicas e barreiras referidas por adolescentes atendidos num serviço de saúde. DOI: 10.5007/1980-0037.2011v13n3p163
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Revista Brasileira de Cineantropometria & Desempenho Humano
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Physical activities and barriers reported by adolescents
attending a health service Physical activities and barriers reported by adolescents
attending a health service 1
1
Leandro Martin Totaro Garcia
Mauro Fisberg 1
1
Leandro Martin Totaro Garcia
Mauro Fisberg Resumo – O estudo caracterizou a atividade física e as barreiras referidas dos adolescen-
tes atendidos pelo Centro de Atendimento e Apoio ao Adolescente (São Paulo/SP), em
seu ambulatório de Educação Física. Trata-se de um estudo exploratório, com dados das
anamneses de 118 adolescentes com idade de 10 a 19 anos, atendidos entre abril de 2005 e
junho de 2008. Analisaram-se, segundo gênero e faixa etária: participação em atividades
físicas de lazer e na Educação Física escolar, atividades físicas preferidas e barreiras para
a prática da atividade física preferida. Descreveram-se os dados por meio de frequências,
comparadas por meio do Teste Exato de Fisher. Relataram gostar de atividades físicas 93,2%
dos adolescentes, mas 50,8% não praticavam atividades físicas no lazer. Houve maior nú-
mero de relatos de não participação na Educação Física escolar entre os adolescentes mais
velhos, em ambos os gêneros. Brincadeiras e jogos coletivos foram as atividades preferidas,
independentemente de gênero e idade. Falta de suporte social ou ambiental foi o motivo
mais importante para não praticar a atividade física preferida. Os resultados sustentam a
importância de um serviço para adolescentes que promova, oriente e suporte um estilo de
vida mais ativo. Palavras-chave: Serviços de saúde para adolescentes; Atividade física. Abstract – This study characterized the physical activity and barriers reported by adolescents
attending the Physical Education service of the Adolescent Care and Support Center, São Paulo,
Brazil. An exploratory study was conducted using anamnesis data from 118 adolescents aged
10 to 19 years seen between April 2005 and June 2008. The following aspects were analyzed
according to gender and age group: participation in leisure-time physical activities and physical
education classes, physical activity preferences, and barriers to preferred physical activity. Data
are reported as frequencies and were compared by Fisher’s exact test. Enjoying physical activities
was reported by 93.2% of the adolescents, whereas 50.8% did not perform any physical activity
during their leisure time. The lack of participation in school physical education classes predo-
minated among older adolescents of both genders. Games and team games were the preferred
activities, irrespective of gender or age. The lack of company or friends and the lack of places
were the most frequently reported barriers to preferred physical activity. 1 Universidade Federal de
São Paulo. Departamento
de Pediatria. Especialida-
des Pediátricas. Centro de
Atendimento e Apoio ao
Adolescente. São Paulo,
SP, Brasil. ARTIGO original DOI: 10.5007/1980-0037.2011v13n3p163 Rev Bras Cineantropom Desempenho Hum 2011, 13(3):163-169 PROCEDIMENTOS METODOLÓGICOS Trata-se de um estudo exploratório, realizado por
meio de levantamento dos dados contidos nas
anamneses dos adolescentes atendidos pelo ambula-
tório de Educação Física pertencente ao Centro de
Atendimento e Apoio ao Adolescente (CAAA), do
Departamento de Pediatria da Universidade Federal
de São Paulo, situado na cidade de São Paulo/SP. Apesar disso, constata-se que uma parcela im-
portante dos adolescentes brasileiros não pratica ati-
vidades físicas regularmente4,5 e que determinantes
biológicos, comportamentais, familiares, sociocul-
turais, econômicos e ambientais podem contribuir
para este fato4,6,7. Por ser um problema também em
vários outros países, diversas estratégias, visando à
promoção da prática de atividades físicas, já foram
implantadas e, em 2002, os Centers for Disease
Control and Prevention (CDC), por meio de sua
força-tarefa Community Preventive Services,
publicou recomendações baseadas em evidências
sobre formas de intervenção para elevar os níveis
de atividades física de indivíduos e comumidades8. O CAAA é constituído por uma equipe mul-
tidisciplinar formada por médicos, nutricionistas,
profissionais de educação física, psicólogos, psico-
pedagogos, fonoaudiólogos e dentistas que atendem
gratuitamente pessoas com idade entre 10 e 19 anos,
principalmente, paulistanas. Os adolescentes foram
encaminhados ao ambulatório de Educação Física
pelos demais profissionais do Centro sempre que, em
seus atendimentos, avaliassem ser necessária a orien-
tação ou a prescrição de atividades físicas, seja por
demanda do paciente ou do profissional que o atendeu. Tendo como base essas recomendações, o Centro
de Atendimento e Apoio ao Adolescente (CAAA),
pertencente ao Departamento de Pediatria da Uni-
versidade Federal de São Paulo, atua em seu ambu-
latório de Educação Física promovendo um estilo
de vida ativo por meio de orientações, prescrições,
acompanhamento e suporte individualizados para
a mudança de comportamento, de acordo com as
necessidades, dificuldades, oportunidades e gostos de
cada adolescente. Investimentos e intervenções que
ajudem adolescentes a superar as barreiras e aumentem
a sua predisposição para a prática de atividades físicas,
como o atendimento ambulatorial em Educação Física
do CAAA, são justificáveis e devem ser incentivados9. No entanto, para ser uma intervenção bem-sucedida, é
necessário que contenha informações que possibilitem
aos profissionais envolvidos elaborar soluções mais bem
direcionadas e adequadas à população que atende10. O investigador principal revisou, em julho de
2008, as anamneses de todos os pacientes enca-
minhados ao ambulatório, entre abril de 2005 e
junho de 2008, período no qual se utilizou o mesmo
modelo de anamnese e protocolo de atendimento. Physical activities and barriers reported by adolescents
attending a health service The results highlight
the importance of a health service program for adolescents that promotes, guides, and supports
a more active lifestyle. Recebido em 02/09/10
Revisado em 02/11/10
Aprovado em 03/11/10 Recebido em 02/09/10
Revisado em 02/11/10
Aprovado em 03/11/10 Key words: Adolescent health services; Physical activity. CC Licença: Creative Commom Garcia & Fisberg Atividades físicas em jovens no serviço de saúde INTRODUÇÃO como objetivo identificar as características dos ado-
lescentes atendidos pelo ambulatório de Educação
Física do CAAA do Departamento de Pediatria
da Universidade Federal de São Paulo, quanto à
prática de atividades físicas, especificamente com
relação à participação em atividades físicas de lazer
e nas aulas de Educação Física escolar, atividades fí-
sicas preferidas e barreiras percebidas para a prática. Sabe-se que a prática de atividades físicas na ado-
lescência é parte integrante e necessária para a
prevenção de diversos agravos à saúde, além de ser
importante para o pleno desenvolvimento e exercer
efeitos psicossociais positivos1. Além disso, a prá-
tica regular de atividades físicas nesta faixa etária
está relacionada com maior prática desse tipo de
atividades durante a idade adulta2,3, tendo grande
impacto na saúde individual e coletiva. RESULTADOS Entre abril de 2005 e junho de 2008 (39 meses)
chegaram ao ambulatório de Educação Física do
CAAA 118 adolescentes, sendo 67 moças (56,8%)
e 51 rapazes (43,2%). A média de idade dos jovens
foi de 14,6 anos (dp=2,3), variando de 10,1 a 19,0
anos. Nas moças, a média de idade foi de 14,5 anos
(dp=2,3); nos rapazes, foi de 13,9 anos (dp=2,3). As respostas para as perguntas, “Qual a sua ati-
vidade física preferida?” e “Qual o principal motivo
para você não praticar a atividade física preferida?”
foram abertas, sendo todas catalogadas, agrupadas
por semelhança e cada categoria rotulada, sendo todo
o processo realizado pelo investigador principal. As
respostas para a segunda pergunta foram categoriza-
das em barreiras: situacionais – indisponibilidade de
suporte social ou ambiental; de recursos – motivos fi-
nanceiros ou falta de materiais; e pessoal – problemas
médicos ou indisposição do indivíduo para a prática. Na Tabela 1, estão descritas a prática de ativi-
dades físicas e as barreiras referidas dos adolescentes
atendidos. Apesar de 93,2% dos adolescentes relata-
rem gostar de atividades físicas, aproximadamente,
metade (50,8%) não praticava qualquer atividade
física no lazer. Somente 35 adolescentes (29,7%)
praticavam sua atividade física preferida. As brinca-
deiras e jogos coletivos foram as atividades preferidas
pelos adolescentes, independentemente do gênero. Com relação às barreiras, tanto para as moças como
para os rapazes a falta de suporte social ou ambiental Para análise estatística, foi utilizado o software
Statistical Package for the Social Sciences®, versão
15.0 para Windows (SPSS Inc., Chicago, Illinois). As
variáveis foram descritas por meio de frequências. Além
disso, a análise descritiva da idade também foi realizada
por meio de média aritmética e desvio-padrão (dp). R
B
Ci
D
h
H
2011 13(3) 163 169
165
Tabela 1. Prática de atividades físicas e barreiras referidas entre os adolescentes atendidos pelo ambulatório de Educação Física
do Centro de Atendimento e Apoio ao Adolescente. São Paulo/SP, Brasil. 2005-2008. PROCEDIMENTOS METODOLÓGICOS Os atendimentos no ambulatório de Educação Fí-
sica foram realizados por profissionais de educação
física que estavam cursando ou haviam cursado
a Especialização em Adolescência oferecida pelo
Centro. Todos foram previamente treinados para
o atendimento e atuavam sob supervisão de um
profissional especialista mais experiente. Foram coletados os dados referentes ao pri-
meiro atendimento realizado pelo ambulatório de
Educação Física aos jovens. As variáveis analisadas
foram: idade (10 a 14 anos; 15 a 19 anos), gênero
(masculino; feminino), participação nas aulas de
Educação Física escolar (sim; não), prática de ativi-
dade física de lazer (sim; não), gostar de atividades
físicas (sim; não), atividade física preferida (brin-
cadeiras e jogos coletivos; aulas de dança, lutas ou
natação; musculação ou ginástica; outros; não tem
preferência/não citou) e principal barreira para pra-
ticar a atividade física preferida (situacional; falta Por ser voltado ao aconselhamento e prescrição
de atividades físicas, torna-se fundamental conhe-
cer o perfil de prática deste tipo de atividades entre
os adolescentes que chegam a este tipo de ambula-
tório, assim como as dificuldades que encontram
para aderir a este hábito. Soma-se a isso, o fato de
haver certa escassez de dados na literatura sobre as
características dos adolescentes atendidos pelos ser-
viços de saúde brasileiros, inclusive sobre a prática
de atividades físicas. Sendo assim, este estudo teve 164 de recursos; pessoal; não soube responder). Todas
as informações coletadas foram respondidas oral-
mente pelo paciente durante o atendimento, exceto
a idade, calculada a partir da data de atendimento
e de nascimento do adolescente. Para a comparação das frequências entre os gêneros e
faixas etárias, foi utilizado o Teste Exato de Fisher, para
o qual se adotou nível de significância de 5% (p≤0,05). O estudo foi aprovado pelo Comitê de Ética em
Pesquisa da Universidade Federal de São Paulo, sob
o protocolo 0639/08, de 30 de maio de 2008 e está
de acordo com a Resolução 196/96 do Conselho
Nacional de Saúde. A idade foi calculada pelo software Microsoft®
Office Excel® 2007 por meio da seguinte fórmula:
Idade = (data do atendimento - data de nascimento)
/ 365. As datas foram apresentadas na forma dia/
mês/ano. Após o cálculo, os adolescentes foram
categorizados em duas faixas etárias: de 10,0 a 14,9
anos e de 15,0 a 19,9 anos. Rev Bras Cineantropom Desempenho Hum 2011, 13(3):163-169 RESULTADOS Variável
Total
Moças
Rapazes
n
%
n
%
n
%
p*
Participação na Educação Física escolar
118
67
51
0,53
Sim
89
75,4
49
73,1
40
78,4
Não
29
24,6
18
26,9
11
21,6
Prática de atividade física no lazer
118
67
51
0,35
Sim
58
49,2
30
44,8
28
54,9
Não
60
50,8
37
55,2
23
45,1
Gosta de atividade física
118
67
51
0,29
Sim
110
93,2
64
95,5
46
90,2
Não
8
6,8
3
4,5
5
9,8
Atividade física preferida
118
67
51
0,23
Brincadeiras e jogos coletivos
61
51,7
33
49,3
28
54,9
Aulas de dança, lutas ou natação
23
19,5
13
19,4
10
19,6
Musculação ou ginástica
11
9,3
9
13,4
2
3,9
Outros
8
6,8
6
9,0
2
3,9
Não tem preferência/não citou
15
12,7
6
9,0
9
17,6
Principal barreira
83
67
34
0,39
Situacional
37
31,4
20
40,8
17
50,0
Falta de recursos
11
9,3
9
18,4
2
5,9
Pessoal
10
8,5
7
14,3
3
8,8
Não soube responder
25
21,2
13
26,5
12
35,3
* Valor-p do Teste Exato de Fisher entre gêneros. Tabela 1. Prática de atividades físicas e barreiras referidas entre os adolescentes atendidos pelo ambulatório de Educação Física
do Centro de Atendimento e Apoio ao Adolescente. São Paulo/SP, Brasil. 2005-2008. Rev Bras Cineantropom Desempenho Hum 2011, 13(3):163-169 165 Atividades físicas em jovens no serviço de saúde Garcia & Fisberg Garcia & Fisberg não soube responder qual era a principal barreira
para a prática de sua atividade física preferida. foi o mais importante motivo para a não praticar a
atividade física preferida, seguido da falta de recursos
financeiros ou materiais e motivos pessoais. Ressalta-
-se, também, que um em cada cinco adolescentes Os dados também foram analisados após os jovens
serem estratificados por faixa etária, dentro de cada gê- Tabela 2. Prática de atividades físicas e barreiras percebidas por moças atendidas pelo ambulatório de Educação Física do Centro
de Atendimento e Apoio ao Adolescente, segundo faixa etária. São Paulo/SP, Brasil. 2005-2008. RESULTADOS Variável
10 a 14 anos
15 a 19 anos
n
%
n
%
p*
Participação na Educação Física escolar
43
24
<0,001
Sim
40
93,0
9
37,5
Não
3
7,0
15
62,5
Prática de atividade física no lazer
43
24
0,45
Sim
21
48,8
9
37,5
Não
22
51,2
15
62,5
Gosta de atividade física
43
24
0,04
Sim
43
100,0
21
87,5
Não
-
-
3
12,5
Atividade física preferida
43
24
0,03
Brincadeiras e jogos coletivos
26
60,5
7
29,2
Aulas de dança, lutas ou natação
9
20,9
4
16,7
Musculação ou ginástica
3
7,0
6
25,0
Outros
3
7,0
3
12,5
Não tem preferência/não citou
2
4,7
4
16,7
Principal barreira
29
20
0,36
Situacional
12
41,4
8
40,0
Falta de recursos
3
10,3
6
30,0
Pessoal
5
17,2
2
10,0
Não soube responder
9
31,0
4
20,0
* Valor-p do Teste Exato de Fisher entre faixas etárias. Tabela 3. Prática de atividades físicas e barreiras percebidas por rapazes atendidos pelo ambulatório de Educação Física do Centro
de Atendimento e Apoio ao Adolescente segundo faixa etária São Paulo/SP Brasil 2005 2008 Tabela 2. Prática de atividades físicas e barreiras percebidas por moças atendidas pelo ambulatório de Educação Física do Centro
de Atendimento e Apoio ao Adolescente, segundo faixa etária. São Paulo/SP, Brasil. 2005-2008. Tabela 3. Prática de atividades físicas e barreiras percebidas por rapazes atendidos pelo ambulatório de Educação Física do Centro
de Atendimento e Apoio ao Adolescente, segundo faixa etária. São Paulo/SP, Brasil. 2005-2008. Tabela 3. Prática de atividades físicas e barreiras percebidas por rapazes atendidos pelo ambulatório de Educação Física do Centro
de Atendimento e Apoio ao Adolescente, segundo faixa etária. São Paulo/SP, Brasil. 2005-2008. DISCUSSÃO Este estudo analisou dados do primeiro atendimento
realizado aos 118 adolescentes que chegaram, entre abril
de 2005 e junho de 2008, ao ambulatório de Educação
Física inserido no CAAA, com o intuito de obter
orientações e suporte para a prática de atividades físicas. Aproximadamente, 50% dos jovens relataram
não praticar qualquer atividade física no lazer. Apesar
de não ter havido associação com gênero ou faixa
etária, percebe-se que as prevalências de prática de
atividades físicas no lazer tendem a ser maiores nos
rapazes e nos mais novos. Pesquisas vêm demonstran-
do que, de fato, maior proporção de rapazes realiza
atividades físicas de lazer, quando comparados às
moças, o mesmo ocorrendo com os adolescentes mais
novos em comparação com os mais velhos, sendo
este fenômeno mais acentuado entre as moças20,21. Com relação à participação na Educação Física
escolar, um quarto dos jovens referiu não realizar
as aulas, sendo que moças e rapazes mais velhos
relataram com maior frequência não participar,
quando comparados aos mais novos. Resultado
semelhante foi observado em estudo realizado com
5.028 escolares catarinenses de 15 a 19 anos, no
qual 42,2% não participavam das aulas de Educação
Física, sendo que esta proporção também aumen-
tava entre os adolescentes mais velhos11. Dados de
um levantamento realizado pelo Instituto Brasileiro
de Geografia e Estatística com 60.973 adolescentes
da 9a série (89% com idade entre 13 e 15 anos) de
escolas privadas e públicas das capitais do país,
apontam que 20% dos alunos não fizeram aula de
Educação Física na semana anterior à pesquisa12. ç
Além disso, menos de um terço dos adolescen-
tes referiu praticar sua atividade física preferida. Entre aqueles que não a praticavam, as barreiras
situacionais foram as mais citadas como sendo o
principal motivo para não praticá-la, independente-
mente de gênero ou idade. Esta categoria representa
a falta de suporte social ou ambiental, principal-
mente de companhia de amigos e de locais para a
prática. Com relação à companhia para praticar as
atividades físicas, diversos estudos suportam a ideia
de que há maior envolvimento dos adolescentes
quando seus pares também participam22-24. Van Der
Horst et al. realizaram uma revisão sobre os fatores
relacionados com a prática de atividade física dos
adolescentes, na qual se observou que o suporte
de amigos está associado a este comportamento23. RESULTADOS 166
p
,
g
,
Variável
10 a 14 anos
15 a 19 anos
n
%
n
%
P*
Participação na Educação Física escolar
33
18
0,04
Sim
29
87,9
11
61,1
Não
4
12,1
7
38,9
Prática de atividade física no lazer
33
18
0,77
Sim
19
57,6
9
50,0
Não
14
42,2
9
50,0
Gosta de atividade física
33
18
0,33
Sim
31
93,9
15
83,3
Não
2
6,1
3
16,7
Atividade física preferida
33
18
0,22
Brincadeiras e jogos coletivos
20
60,6
8
44,4
Aulas de dança, lutas ou natação
5
15,2
5
27,8
Musculação ou ginástica
-
-
2
11,1
Outros
2
6,1
-
-
Não tem preferência/não citou
6
18,2
3
16,7
Principal barreira
22
12
0,13
Situacional
12
54,5
5
41,7
Falta de recursos
-
-
2
16,7
Pessoal
1
4,5
2
16,7
Não soube responder
9
40,9
3
25,0
* Valor-p do Teste Exato de Fisher entre faixas etárias. 166 nero (Tabelas 2 e 3). A não participação na Educação
Física escolar foi mais prevalente entre os adolescentes
de maior idade, em ambos os gêneros. Houve predo-
minância das brincadeiras e jogos coletivos como as
atividades físicas preferidas, tanto nas moças como
nos rapazes. Entre as moças, com o aumento da idade
houve redução das que relataram gostar de atividades
físicas. Independentemente da faixa etária e do gênero,
a principal barreira para a prática da atividade física
preferida permaneceu sendo a situacional (indisponi-
bilidade de suporte social ou ambiental). Ao comparar
as moças e rapazes de mesma faixa etária não foram
encontradas diferenças (p≥0,20). Mais de 90% dos adolescentes relataram gostar
de praticar atividades físicas. Neste sentido, diver-
sos estudos têm apontado que o fato de gostar de
atividades físicas atua como importante mediador
e preditor na adoção deste comportamento em
adolescentes14-16. Entretanto, um número maior de
adolescentes mais velhos, principalmente moças,
parecem não gostar de praticar atividades físicas
quando comparados aos mais novos. Pouco se sabe sobre a associação entre ida-
de e o prazer em praticar atividades físicas. Este
resultado pode estar associado às diferenças no
desenvolvimento puberal que se espera encontrar
entre as faixas etárias, já que este fenômeno altera
drasticamente a autopercepção e o autoconceito
dos adolescentes, podendo haver redução de au-
toestima e piora da autoimagem17,18. Ashford et
al. argumentam que pouco bem-estar psicológico
também está associado com menos prazer com a
prática de atividades físicas em jovens19. DISCUSSÃO Wold e Hendry comentam que a influência de
amigos pode ocorrer de três formas: os adolescentes
se influenciarem mutuamente para iniciarem uma
atividade física; um adolescente pode iniciar uma
atividade física pelo fato de seu amigo já ser ativo;
e a formação de um vínculo de amizade entre Acredita-se que a Educação Física escolar seja
um momento importante, às vezes o único no
ambiente escolar, para a promoção da prática de
atividades físicas13. Gordon-Larsen et al. demons-
traram que a maior frequência semanal nessas
aulas aumenta a chance dos jovens alcançarem as
recomendações de prática de atividades físicas de
intensidade moderada a vigorosa suficiente para
influenciar positivamente a saúde7. Desta forma, é
importante que os profissionais que atuam no am-
bulatório identifiquem os motivos individuais para
a não participação nas aulas de Educação Física,
orientem e ofereçam suporte para o envolvimento
na Educação Física escolar como parte da estratégia
de adoção da prática de atividades físicas, princi-
palmente, entre as moças mais velhas. 167 Rev Bras Cineantropom Desempenho Hum 2011, 13(3):163-169 Atividades físicas em jovens no serviço de saúde Garcia & Fisberg adolescentes que se envolveram na mesma ativi-
dade física24. Duncan et al. referem que o suporte
social entre os jovens também ocorre em relação
a aspectos emocionais (encorajamento) e instru-
mentais (compartilhamento de equipamentos)22. Estas afirmações ganham ainda mais força quando
se observa que, de fato, as brincadeiras e jogos
coletivos foram citados como as atividades físicas
preferidas da maioria dos adolescentes atendidos. específica e sua extrapolação deve ser feita com
cautela. Além disso, por tratar-se de um estudo de
desenho transversal, não é possível apontar rela-
ções de causalidade nas associações encontradas. Por outro lado, este trabalho buscou contribuir com
informações sobre a prática de atividades físicas e
as barreiras relatadas por adolescentes que buscam
os serviços de saúde a fim de obter orientação e
suporte individualizados para esta prática, haja
vista a escassez de dados deste gênero na literatura. O acesso a locais adequados de prática de ati-
vidades físicas foi outra barreira importante para os
sujeitos estudados. Uma pesquisa realizada na cidade
de Curitiba/PR, com 1.718 adolescentes, encontrou
que não praticar atividades físicas em parques estava
associada, em ambos os gêneros, à percepção de falta
de espaços para ser fisicamente ativo, de atividades
para escolher e de equipamentos adequados, após
controlar idade, nível socioeconômico, atividade
física habitual e distância até o parque referidos
pelos jovens25. CONCLUSÕES Em síntese, quanto à prática de atividades físicas
dos adolescentes atendidos pelo ambulatório de
Educação Física do CAAA, entre abril de 2005
e junho de 2008, aproximadamente, metade não
praticava qualquer atividade física de lazer, apesar
da maioria afirmar gostar deste tipo de atividade. Estas informações sustentam a importância de um
serviço que promova, oriente, suporte e acompanhe
um estilo de vida mais ativo dentro de um local que
vise à atenção integral à saúde de adolescentes. Além disso, a participação nas aulas de Edu-
cação Física escolar foi maior entre as moças e os
rapazes de 10 a 14 anos de idade. Devido a sua im-
portância como disciplina escolar, a possibilidade
de contribuir com o volume semanal de atividades
físicas e com informações e estímulos que determi-
narão a posição dos jovens com relação à prática de
atividades físicas, deve-se incentivar a participação
nas aulas de Educação Física, principalmente, entre
os adolescentes mais velhos, utilizando-a, inclusive,
como estratégia de mudança de atitude quanto este
tipo de atividade.i Ainda com relação às barreiras, 21,2% dos adoles-
centes não souberam responder o que os impedia de
praticar sua atividade física preferida. Isso se deve ao
fato de haver não somente fatores externos atuando
sobre o comportamento, mas também internos, que
podem ser de difícil percepção ou nomeação pelos
jovens. Entre eles, a autoeficácia é o mais bem docu-
mentado na literatura, sendo forte e positivamente
associada à prática de atividades físicas23,28,29. Jovens
que se sentem confiantes com relação a sua capaci-
dade de serem fisicamente ativos percebem menos
barreiras e são menos influenciados por elas14. Outros
constructos psicológicos, que podem ser de difícil
percepção, também parecem estar associados à prá-
tica de atividades físicas, como atitude favorável para
a prática e orientação/motivação para uma meta23. É Por fim, a falta de companhia de amigos e de
locais para prática parecem ser as barreiras exter-
nas mais importantes para a população atendida,
sendo necessário, também, melhor acesso a fatores
internos que possam mediar a prática de ativida-
des físicas. Ter conhecimento das necessidades,
dificuldades, oportunidades e gostos dos jovens
que buscam este tipo de ajuda deve servir como
subsídio para que os profissionais envolvidos neste
tipo de serviço desenvolvam materiais, protocolos
e estratégias adequados para obter mais sucesso em
seus atendimentos. DISCUSSÃO Sabe-se, também, que melhores
condições socioeconômicas podem facilitar o acesso
às instituições organizadas de prática de atividades
físicas, como academias e clubes26, além de possi-
bilitar moradia em locais mais seguros e mais bem
urbanizados, fatores também relacionados com
maior prática de atividades físicas6,7. De fato, grande
parte das famílias atendidas pelo CAAA apresenta
perfil socioeconômico que está associado a maiores
chances de residir em locais menos seguros, mal
urbanizados e com falta de espaços gratuitos ou
com custos acessíveis para a prática de atividades
físicas, organizadas ou não. Essa é uma característica
comum entre as pessoas atendidas pelo Sistema
Único de Saúde27, ao qual o CAAA está vinculado. REFERÊNCIAS BIBLIOGRÁFICAS 1. Physical Activity Guidelines Advisory Committee. Physical Activity Guidelines Advisory Committee
report, 2008. Washington, Estados Unidos: U.S. De-
partment of Health and Human Services, 2008. É necessário apontar alguns limites deste estu-
do. Primeiramente, as informações coletadas e os
resultados apresentados referem-se a uma população É necessário apontar alguns limites deste estu-
do. Primeiramente, as informações coletadas e os
resultados apresentados referem-se a uma população 168 2. Alves JGB, Montenegro FMU, Oliveira FA, Alves RV. Prática de esportes durante a adolescência e atividade
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ly T. Pubertal development and sedentary behaviour
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JR, Story M. Longitudinal and secular trends in physi-
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Leandro Martin Totaro Garcia.
Rua Belchior de Azevedo, 222, bloco 2, ap. 34.
Vila Leopoldina.
São Paulo, SP. CEP: 05089-030.
Email: leandromtg@gmail.com Rev Bras Cineantropom Desempenho Hum 2011, 13(3):163-169 REFERÊNCIAS BIBLIOGRÁFICAS Attraction
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Estimating the crashworthiness performances of Collision Boxes Using ANN
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Estimating the crashworthiness performances of
Collision Boxes Using ANN Ömer ADANUR ( oadanur@subu.edu.tr )
sakarya University of Applied Sciences https://orcid.org/0000-0001-5591-9661 Research Article Keywords: Arti¦cial neural network, Crashbox, Thin-walled structures, Crashworthiness, Energy absorption
Posted Date: April 18th, 2023
DOI: https://doi.org/10.21203/rs.3.rs-2632946/v1
License: This work is licensed under a Creative Commons Attribution 4.0 International License. Read Full License Keywords: Artificial neural network, Crashbox, Thin-walled structures, Crashworthiness, Energy
absorption Keywords: Artificial neural network, Crashbox, Thin-walled structures, Crashworthiness, Energy
absorption Abstract: Studies on the development of energy absorbing systems that minimize vehicle chassis damage in traffic
accidents are increasing day by day. Many designs have been made in the studies on crash boxes used to
absorb the energy released in the event of an accident. The specific energy absorption/ energy/FP
crashworthiness values used to determine the efficiency of the designed crash boxes in this study were
estimated using the Artifical Neural Network (ANN). The input layer of the ANN model consists of
materials (DP600, DP800 and DP1000), thickness of materials (between 0.8 and 2.2 mm) and initial speed
(10m/s, 12m/s and 16 m/s). In the ANN model, 42 different models were created by changing the different
training function (training, trainlm and trainrp), transfer function (tansig and logsig) and the number of
neurons in the hidden layer (between 9 and 33). R2 and RSME methods were used to evaluate the efficiency
of ANN models. The training function was found to be highly accurate (R2: 0.99999 and RSME:
0.314727E-05) when the training function was “Trainlm” and the number of neurons in the hidden layer
was 33. The training and testing results of the ANN model show that ANN can be used to estimate the
specific energy absorption/energy/PCH value of crash boxes. 1 Introduction Many components in automobiles are classified as energy absorbers in the event of a crash. The two main
energy absorbing structures in automobiles are the bumper and crash box structures. The purpose of these
crash boxes is to prevent the transfer of the energy of the collision impact to the passengers in the vehicle
by absorbing the kinetic energy of the crash collisions, which occur as very large energy in a very short
time, as much as possible. In other words, it is desired that during an accident, the negative acceleration of
the vehicle is ensured within safe limits and the kinetic energy is absorbed by plastic and elastic
deformation. It is desirable that the crash boxes designed for this purpose are deformed in the event of an
accident. If the impact energy cannot be absorbed sufficiently, the passengers may be exposed to intense
energy, resulting in undesirable situations such as injury and death. The design of crash boxes is therefore
an ongoing topic. As a crash box, steel and aluminum are the most commonly used materials. In the case of aluminum use, approximately 25% of the weight can be saved. Therefore, aluminum material is used as
an alternative to steel materials in crash box design. In crash box design, it is important to reduce the impact
energy and force to levels that the human body can withstand. The human body can withstand a load of
approximately 50 kN as impact resistance [1] . There are different studies carried out to absorb the energy generated at the time of the accident. Some of
these studies aim to increase the energy absorption capacity by producing different geometries with design
changes in crash boxes and bumpers, allowing them to deform more during crashes[2] while some studies
aim to increase the energy absorption capacity of the material used [3], and to increase the energy absorption
performance by applying metal foam inside the crash boxes. Nia et al. investigated the energy absorption capacity of crash boxes with different cross-section geometries
both experimentally and by finite element method. According to the results obtained, the highest energy
absorption capacity was realized in the cylindrical design, and the energy absorption rates decreased as the
number of vertices decreased for polygonal structures. 1 Introduction It has been stated that increasing the sheet thickness
from 1 mm to 1.5 mm did not make any difference in energy absorption, maximum and average forces [4]. Altın et al. evaluated the effect of profile thickness, apex angle, foam density and foam diameter/height of
the crash box used. Mranwhile, the energy absorption capacity of empty and aluminum foam filled tubes
was tested under quasi-static test conditions. It has been found that the lateral form was more efficient than
the axial form in terms of both energy absorption capacity and impact force effectiveness in filling the crash
box with foam [5]. In another study conducted by Sohn et al. to absorb the energy that occurs during crashes in vehicles,
Hydroformed (shaped by liquid pressure) buffers were used and the collision energy was tried to be
absorbed linearly. According to the results obtained, it was reported that good crashworthiness was obtained
[6]. Lin Yuan et al. designed and analyzed a series of origami crash boxes with square, rectangular and
polygonal cross-sections with a conical shape [7]. Quasi-static crushing responses of polystyrene foam
filled Al tubes were investigated using experimental and numerical tests by L. Aktay et al., and it was found
that there was a 50% increase in the sea values of the tubes [8]. E. Acar investigated the effect of
axisymmetric indentations on impact performance on conical thin-walled pipes and designed multi-cell
thin-walled structures with different concepts and carried out optimization studies [9]. Xu provided a
parametric analysis and multi-objective optimization of circular columns with functionally graded thickness
(FGT) [10]. Yang researched and formulated the multi-objective optimization design (MOD) of empty and
foam-filled thin-walled square columns under oblique impact with both no variation in load angle and
variation [11]. Tarlochan conducted a numerical investigation of the axial and oblique crush responses of a thin-walled,
ductile metallic alloy (mild steel A36) with various cross-section profiles [12]. Zhang and Zhang
investigated the crushworthiness of corner elements with various thickness configurations produced on a
wire electro-erosion machine (WEDM) of square specimens and conducted experimental work, numerical
simulations and theoretical analysis to estimate the axial crush resistance [13]. 1 Introduction Costas compared the frontal crashworthiness capabilities of carbon-fiber reinforced polymers, glass-fiber
reinforced polyamide, polyethylene terephthalate foam and cork conglomerates in combination with cold-
formed steel polygonal tubes using quasi-static and dynamic numerical simulations, and found that the best
result was obtained in the combination of glass fiber reinforced polyamide padding and steel box [14]. Gedikli compared the crushworthiness performance of TWTs subjected to axial impact load with
monolithic tubes, and investigated the effects of tube thickness and tube length on the dynamic behavior of
tubes [15]. The impact behavior of multi-cell tubes was extensively studied by Fang under both axial and oblique loads,
and it was found that energy absorption (EA) and peak force (Fmax) increased in direct proportion to the
number of cells [16]. Yin proposed a new type of energy-absorbing structure named as bionic thin-walled
structure (BTS) based on the structural characteristics of the horsetail. Next, the bending behavior of six
types of BTSs with different cross-section configurations was studied. Numerical results showed that cell
number, inner wall diameter and wall thickness of BTSs had a remarkable effect on their crushworthiness
[17]. Wei proposed a new scheme for modeling and predicting the processes of frontal vehicle-barrier crashes. It defined a piecewise model structure to represent the vehicle's accelerations and showed good agreement
with FE simulations in three different cases. A piecewise model structure was defined to represent the
accelerations of the vehicle and good agreement was obtained with the finite element (FE) simulations in
three different cases [18]. Similarly, Marzbanrad conducted the design and analysis of the front bumper
beam and compared the most important parameters, including material, thickness, shape and impact
condition, to improve the crash-resistance design of the car in a low-speed impact [19]. In this study, a representative model of thin-walled structures that provide energy absorption by folding
from certain parts due to trigger mechanisms was designed. Then, using the finite element method (FEM),
the expilit dynamic crash scenario was simulated with different thickness and material properties. Crashworthiness properties were obtained from the performance indicator values obtained from the
simulation results of the models. ANN model was created using the data set obtained from the simulations
and specific energy absorption/ energy/ FP values were predicted. ANN models with three neurons in the input layer (material, thickness of material and initial speed), one hidden layer and one neuron in the output
layer were created. 1 Introduction The prediction accuracy of the ANN models was statistically compared, and the
usability of specific energy absorption/ energy/FP value in estimation in crash boxes of ANN is discussed. Thus, a faster alternative model is proposed for the optimization of the designed crash box. 2.1 Calculating of crashworthiness performance 𝐶𝐸=
𝐹𝑀
𝐹𝑃 (5) 𝐶𝐸=
𝐹𝑀
𝐹𝑃 (5) Used as a way to determine the risk of head and neck injury, this indicator can also be used to see how
much force will be transmitted to other materials [22]. Used as a way to determine the risk of head and neck injury, this indicator can also be used to see how
much force will be transmitted to other materials [22]. CE is inversely proportional to the size of the peak in the stress-strain plot. Larger peaks offer the least
protection by reducing the CE to 0, while smaller peaks increase the CE to a maximum of 1 to offer the most
protection [23]. Fig. 1. In the force-displacement curve crashworthiness indicators. Fig. 1. In the force-displacement curve crashworthiness indicators. 2.1 Calculating of crashworthiness performance Crashworthiness indicators such as energy absorption total (ET), specific energy absorption (SEA), peak
force (FP), mean crushing force (FM) and crush efficiency (CE) are widely used to calculate the crush
performance of thin-walled structures. The energy absorption total (ET) can be calculated by integrating the
force (F) with respect to displacement (d) as follows: (1) ET = ∫𝐹(𝑥)𝑑𝑥
𝑑
0 Furthermore, the total energy absorbed (ET) can be determined by means of the software (LS-DYNA etc.)
by loading the force-displacement curve. The region in under the force-displacement curve divided by the
(y) line as shown in Fig. 1 is the total energy absorption region of the structure. Furthermore, the end of this
region is the beginning of region where the force is transferred directly to the opposite side [20]. Specific energy absorbtion (SEA) is an important indicator for comparing the energy absorption capacity
of thin-walled structures. In order to increase the effectiveness of energy absorbers, it is important to have
a high specific energy absorption (SEA), which converts crush energy per unit mass into strain energy
through deformation. The SEA value is determined by the ratio of the total energy absorbed (ET) to mass
(M) as follows [21]: (2) Peak force (FP) is the peak force point carried out to the structure that absorbs energy along the distance (d)
as in the Eq. 3 An excessive FP value, which causes shock waves to be transferred to the opposite side,
negatively affects energy absorption. The thin-walled structure with frictional system presented in this study
can be attained to decreasing this effect. FP = 0 ≤ ma𝑥 F(x) ≤ d (3) (3) FP = 0 ≤ ma𝑥 F(x) ≤ d Mean crushing force (FM) is the ratio of the total energy absorbed (ET) to the distance (d). FM which is the
average of the force-displacement curve can be calculated as follows: Mean crushing force (FM) is the ratio of the total energy absorbed (ET) to the distance (d). FM which is the
average of the force-displacement curve can be calculated as follows: FM =
1
𝑑 ∫𝐹(𝑥)𝑑𝑥
𝑑
0
(4) FM =
1
𝑑 ∫𝐹(𝑥)𝑑𝑥
𝑑
0 FM =
1
𝑑 ∫𝐹(𝑥)𝑑𝑥
𝑑
0 (4) The crush efficiency (CE) parameter is defined as the ratio of the main crush force (FM) to the peak force
(FP) (Fig.1). 2.2 Material Properties Vehicle collision process often contain a high degree of deformation. DP-steel high strength steels (HSS)
are frequently preferred in automotive applications owing to energy absorbing capability to decrease
damage in accidents. Compared to conventional steels, due to the superior combination of structural
components such as ductility and strength are particularly suitable for thin-walled structures. DP 600 and DP 800 material properties (Fig. 2.) are used in this study as they are effective in the dynamic impact
performance of automotive parts. Furthermore, density (𝜌), poisson ratio (𝜈), young's Modulus (E), yield
stress (𝜎𝑦) and ultimate stress (𝜎u) of DP steels are as in the Table 1. Table 1 Mechanical properties of DP Steels utilized in the simulations [24, 25]. Material
𝜌 (kg/mm3)
𝜈
E (GPa)
𝜎𝑦 (MPa)
𝜎u(MPa)
DP 600
DP 800
DP 1000
7.8×10-6
7.8×10-6
7.8×10-6
0.3
0.3
0.3
202
206
206
380
460
680
635
860
1034 Table 1 Mechanical properties of DP Steels utilized in the simulations [24, 25]. 2.3 Model design of thin-walled structures Unlike conventional thin-walled structures previously modeled, a system that absorbs energy by frictional
force is considered. In order to determine the function of frictional force in energy absorption, two
configurations were developed, one classically and the other absorbing energy by generating friction force,
as shown in Fig. 3. The configuration absorbing energy by friction force is operated with the principle of
interpenetrating of multi-parts when an axial impact load is enforced. During the collapse of the structure,
friction force is generated by the resistance applied by the crush beads on the walls of the parts to each
other. In order to increase the resistance of the friction force on the walls of the finite element models, the
crush beads are positioned in opposite directions. In addition, the crush beads lead to progressive collapse
of foldings. The length and width of these thin-walled structures are designed with appropriate tolerances and
dimensions in terms of the standard manufacturing process. Additionally in the all analyses remains
constant at 235 mm and 110 mm, respectively (Fig. 2). Fig. 2 Dimensions of thin-walled structure subjected to axial impact Fig. 2 Dimensions of thin-walled structure subjected to axial impact 2.4.1 FEA Surrogate models In this study, combinations of surrogate models with friction and without friction using mechanical
properties of Dp600-DP800 steel materials with different wall thicknesses are analysed to measure the
effect of friction force on energy absorption. The numbering of the surrogate models for managing analyzes
is as follows: Code D10T1V10, parametrizes to a surragote model with a thickness of 1 mm, using DP1000 steel material
properties. In addition, the code D8MT1.2 represent to a surragote model with a thickness of 1.2 mm,
manufactured from multi parts, using the DP800 steel material properties. 2.4.2 Finite element simulations In order to investigate the effect of friction force on of thin-walled structures, finite element models are
designed to utilize in simulations. The non-linear Explicit dynamic crushing simulations of models are
performed in accordance with collision standards. Finite element modeling and boundary conditions of
interpenetrating thin-walled structure is illustrated in Fig. 4. In order to avoid deformation,
“MAT_RIGIT_(TITLE)(020)” code was used in the modeling of Dynamic Rigid Wall and Fixed Rigid Wall. In
addition,
thin-walled
tubes
were
modeled
with
the
code
‘‘MAT_PIECEWISE_LINEAR_PLASTICITY_ (TITLE)(024)’'. The model was widely used in crush
simulations, exhibiting linear elastic-plastic behavior because of strain rate sensitivity and flexibility. Approach of linear plasticity requires the least amount of material model development because of stress-
strain curves are interpolated linearly. The interpenetrating tubes are modellened The Belytschko-Lin-Tsay
to reduced mathematical integration of shell elements compared to other method [26]. code Three different types of definitions were employed for contact algorithms. algorithm contact “Automatic
node to surface” between thin-walled tubes and rigid walls is adopted. The contact algorithm ''Automatic
single surface'' is utilizied to describe the contact within self-walls of the tubes. In addition, the "Automatic
surface to surface" contact algorithm was characterized in order to prevent boundary infractions on the
interfaces during to generate friction force by the interpenetrating of parts. The static and dynamic
coefficients of friction in contacts were accepted to be 0.3 and 0.2, respectively [9]. The shell element size
of 2 mm2 was optimise for modeling thin-walled tubes as Fig. 3. Fig. 3 3d modeling of crashbox with Finite Element Method Fig. 3 3d modeling of crashbox with Finite Element Method 2.5 ANN Model architecture selection Artificial neural network (ANN) is an information processing technology inspired by the information
processing system of the human brain. ANN is a digital modeling of neuron cells like a simple nervous
system and the syniptic link structure established between these cells [27]. Information is processed within
neurons and transmitted to the other neuron by connection weights. Thus, the resulting network has the
ability to learn, memorize and transform the relationship between data into a mathematical model. ANN
has the ability to solve complex problems quickly and efficiently by distributing information over neurons
and performing parallel processing. Connections between neurons transmit signals, and each connection
has a weight value. To obtain the network output of each neuron, it is assumed that the neuron obtains its
network input by passing it through an activation function [28]. Although ANN is an algorithm based on
training and learning, it is an innovative method used in many fields such as computer science, medicine
and control systems [29]. In the ANN model, information is given externally to the input neurons determined according to the nature
of the problem. These inputs are multiplied by the weights determined by the algorithm and summed. Then
they were passed through the transfer function and transferred to the hidden layer. By repeating the same
operations, the data is propagated to the output layer (Fig. 4.) [29]. The general structure of the ANN is
given in Figure 4.a, and the input, output and hidden layer structure adapted to the study are given
in Figure 4b. Fig. 4 ANN basic elements and the input/output layer of the model. Fig. 4 ANN basic elements and the input/output layer of the model. Fig. 4 ANN basic elements and the input/output layer of the model. ANN network structure includes five basic elements: input values (Xn), weights (Wn), bias (b), summation
function (Σ), activation function (f(Σ)) and output (y). The learning ability of an artificial neural depends
on the appropriate adjustment of weights within the selected algorithm. The output of neuron output is
calculated by equation Eq. (1): (6) 𝑦𝑗= 𝑓(∑𝑊𝑗,𝑖+ 𝑏𝑗
𝑛
𝑖=1
)
(6) The advantages of ANN are its ability to model nonlinear relationships, its ability to learn and generalize,
its adaptability to different problems, its ability to produce accurate outputs even if variable interactions are
not fully understood, and its fault tolerance. 2.5 ANN Model architecture selection One of the practical features of ANN is that it allows linear or nonlinear modeling of ANN due to the preferred activation function for artificial nerve cells that make up
ANN. It also reveals hidden relationships in the data structure using ANN input data [30]. The architecture of the ANN model affects the information flow of the model, its general structure, and
thus its predictive ability [31]. Feedforward neural networks, which is a multi-layer perceptron model, is
the most widely used ANN architecture, where information begins to propagate from the input layer to the
network and moves in only one direction towards the output layer [32]. The reason why the multi-layer
perceptron model is widely used is that it gives good results in modeling nonlinear systems [33]. This
architecture consists of three layers: input layer, hidden layer and output layer [34]. The number of neurons
in the input and output layers depends on the nature of the problem. In this study, the input layer has three neurons (material type, material thickness, and initial speed), and the
output layer has one neuron (specific energy absorption-SEA). The predictive ability of the ANN is directly
affected by the number of hidden layers and the number of neurons in these layers. However, the number
of hidden layers and the number of neurons in these layers are determined by trial and error [35]. The ANN
model used in this study had feedforward/ multi-layer perceptron characteristic, mean square error (MSE)
was used as error criteria, and “tansig” was used as output layer transfer function. For the optimization of
the ANN model, the hidden layer and number of neoron in the hidden layer, transfer function in the hidden
layer and training function were changed. The algorithms and functions used in the ANN model are given
in Table 2. 2.5 ANN Model architecture selection Table 2 ANN Modelde kullanılan algoritma/fonksiyonların tanımları
Algorithm/Function
Description
Train Algorithm
Trainlm (LM)
Levenberg - Marquardt
Trainrp (RP)
Resilient Back propagation
Traingda (GDA)
Gradient descent with adaptive learning rate
backpropagation
Transfer function
Tansig
Hyperbolic tangent sigmoid
transfer function
Purelin
Linear Transfer Function Table 2 ANN Modelde kullanılan algoritma/fonksiyonların tanımları
Algorithm/Function
Description
Train Algorithm
Trainlm (LM)
Levenberg - Marquardt
Trainrp (RP)
Resilient Back propagation
Traingda (GDA)
Gradient descent with adaptive learning rate
backpropagation
Transfer function
Tansig
Hyperbolic tangent sigmoid
transfer function
Purelin
Linear Transfer Function Table 2 ANN Modelde kullanılan algoritma/fonksiyonların tanımları Logsig
Log-Sigmoid Function As a result of the crashbox tests conducted using SEM, the SAE, Energy (Kj) and Pick Crush Force (Kn)
values required for the ANN model were obtained. The material, material thickness, and initial speed were
used in the input layer developed using 33 data sets, and the specific energy absorption (SEA) value was
used in the output layer. Firstly, the prediction ability of the SAE value of the ANN model developed was
tested. Then, the ability to predict the Energy (Kj) and Pick Crush Force (Kn) values of the same model
was examined. ANN models were evaluated statistically. R-square (R2) and root mean square error (RMSE)
were used for evaluation (Eq. 7-8) [36]. 𝑅2 = 1 −
∑
(𝑘exp(𝑖)−𝑘𝐴𝑁𝑁(𝑖))
2
𝑁
𝑖=1
∑
(𝑘exp(𝑖))
2
𝑁
𝑖=1
(7)
RMSE = √1
𝑁− ∑
|𝑘exp(𝑖) −𝑘𝐴𝑁𝑁(𝑖)|
2
𝑁
𝑖=1
(8) 𝑅2 = 1 −
∑
(𝑘exp(𝑖)−𝑘𝐴𝑁𝑁(𝑖))
2
𝑁
𝑖=1
∑
(𝑘exp(𝑖))
2
𝑁
𝑖=1
RMSE = √1
𝑁− ∑
|𝑘exp(𝑖) −𝑘𝐴𝑁𝑁(𝑖)|
2
𝑁
𝑖=1 𝑅2 = 1 −
∑
(𝑘exp(𝑖)−𝑘𝐴𝑁𝑁(𝑖))
2
𝑁
𝑖=1
∑
(𝑘exp(𝑖))
2
𝑁
𝑖=1
RMSE = √1
𝑁− ∑
|𝑘exp(𝑖) −𝑘𝐴𝑁𝑁(𝑖)|
2
𝑁
𝑖=1 𝑅2 = 1 −
∑
(𝑘exp(𝑖)−𝑘𝐴𝑁𝑁(𝑖))
2
𝑁
𝑖=1
∑
(𝑘exp(𝑖))
2
𝑁
𝑖=1
RMSE = √1
𝑁− ∑
|𝑘exp(𝑖) −𝑘𝐴𝑁𝑁(𝑖)|
2
𝑁
𝑖=1 (7) (8) 3 Results And Discussion In the study, dynamic crash tests were carried out using FEM in different materials, thickness and velocity
values. Specific energy absorption (SEA), Pick crush force (Kn) and energy (Kj) values were calculated
according to the FEM results. The data set prepared as a result of the FEM analysis was used to train and
test the ANN model with three neurons (material, thickness, and initial speed) in the input layer and a single
neuron (SEA) model in the output layer. In the ANN model, the training algorithm, the number of neurons
in the hidden layer and the transfer function were changed. Training results were evaluated using R2 and
RSME. 3.1 FEM results of crasbox The analysis results of the created models were found using the FEM method. Simulations were carried out
at different material, initial velocity and thickness values. It was determined that all models that underwent
plastic deformation reached the maximum energy absorption capacity along the 190 mm deformation
distance (d). The most efficient representative model was obtained as a result of the optimization study
made by considering the performance indicator data in the deformation process. It should be noted that the model with low FP performance indicator values along with high SEA and CE
values exhibits the most efficient crashworthiness characteristics. It is understood from Table 3 that the
model with code D10T1.0V10 shows the best performance with 13,771 kJ/kg, 118,300 kN and 0.476% of
SEA, FP and CE indicator values, respectively. Figure 5 shows instantaneous force-displacement and plastic
deformation behavior graphs of the model coded D10T1.0V10. Points a, b, c, and d marked on the force-deformation curve show the instantaneous deformation of the
model. It has been determined that the first fold starts from the near part of the model, followed by
successive folds stacked on the first fold, and stable buckling lobes are formed inwards at the edges and
outwards at the corners. It is seen that an efficient energy absorption occurs due to the gradual collapsing
behavior during dynamic crushing. The folds caused by the impact contribute to the absorption of negative
energy and shock waves caused by the crash. The protrusions on the side surfaces of the thin-walled
structure help to increase energy absorption by triggering folding. Fig. 5 Gradual collapse of the classically energy-absorbing model code D6ST1.5 under axial impact loading
conditions. Fig. 5 Gradual collapse of the classically energy-absorbing model code D6ST1.5 under axial impact loading
conditions. Table 3 Crashworthiness performance values of axial impact loaded models. 3.1 FEM results of crasbox SEA (kJ/kg)
ET (kJ)
FP (kN)
FM (kN)
CE (%)
M (kg)
d (mm) D6T0.8V10
D6T1.0V10
D6T1.1V10
D6T1.2V12
D6T1.3V12
D6T1.4V12
D6T1.5V12
D6T1.6V12
D6T1.8V12
D6T2.0V16
D6T2.2V16
D8T0.8V10
D8T1.0V10
D8T1.1V10
D8T1.2V12
D8T1.3V12
D8T1.4V12
D8T1.5V12
D8T1.6V12
D8T1.8V12
D8T2.0V16
D8T2.2V16
D10T0.8V10
D10T1.0V10
D10T1.1V10
D10T1.2V12
D10T1.3V12
D10T1.4V12
D10T1.5V12
D10T1.6V12
D10T1.8V12
D10T2.0V16
D10T2.2V16
5,968
7,282
7,286
8,409
8,361
8,954
9,231
9,435
9,640
10,645
11,059
7,113
8,038
9,287
9,903
10,597
11,101
11,282
11,532
12,374
12,903
14,000
10,635
13,771
12,882
13,220
13,871
13,107
13,350
14,222
15,694
15,839
17,729
3,700
5,680
6,193
7,820
8,361
9,760
10,800
11,700
13,400
16,500
18,800
4,410
6,270
7,894
9,210
10,597
12,100
13,200
14,300
17,200
20,000
23,800
6,594
10,741
10,950
12,295
13,871
14,287
15,620
17,635
21,814
24,551
30,140
51,000
70,600
77,710
86,400
94,129
104,000
115,000
126,000
146,000
177,000
199,000
64,000
83,500
95,168
107,000
117,584
130,000
142,000
156,000
183,000
220,000
239,000
89,780
118,095
134,106
149,569
164,269
183,818
200,210
220,354
252,228
291,336
330,109
40.942
51.099
56.021
48.220
63.351
69.110
44.136
61.047
70.613
57.016
73.534
40.942
51.099
56.021
48.220
63.351
69.110
44.136
61.047
70.613
57.016
73.534
40.942
51.099
56.021
48.220
63.351
69.110
44.136
61.047
70.613
57.016
73.534
19,372
29,738
32,424
40,942
43,775
51,099
56,545
61,257
70,157
86,387
98,429
23,089
32,827
41,330
48,220
55,482
63,351
69,110
74,869
90,052
104,712
124,607
34,524
56,236
57,330
64,372
72,623
74,801
81,780
92,330
114,209
128,539
157,801
0,380
0,421
0,417
0,474
0,465
0,491
0,492
0,486
0,481
0,488
0,495
0,361
0,393
0,434
0,451
0,472
0,487
0,487
0,480
0,492
0,476
0,521
0,385
0,476
0,427
0,430
0,442
0,407
0,408
0,419
0,453
0,441
0,478
0,620
0,780
0,850
0,930
1,000
1,090
1,170
1,240
1,390
1,550
1,700
0,620
0,780
0,850
0,930
1,000
1,090
1,170
1,240
1,390
1,550
1,700
0,620
0,780
0,850
0,930
1,000
1,090
1,170
1,240
1,390
1,550
1,700 3.2 Optimization of ANN Model The optimization of the ANN model created for the prediction of the SEA value in the dynamic crash test
was found by trial and error method. In the study, 42 different ANN models were created using trainlm,
(Levenberg-Marquardt), trainrp (resilient back propagation) and traingda (gradient descent with adaptive
learning rate backpropagation) training algorithms, tansig, logsig and purelin transfer functions, and the
number of neurons between 9 and 33 in the hidden layer. The characteristics of the created ANN models
are given in Table 4. Table 4 Characteristics of the ANN model. 3.2 Optimization of ANN Model No
Noron
number in
HL
Training
Function
Transfer
Function (HL)
Transfer
Function
(OL)
Performance
R2
RMSE
1
9
Traingda
Tansig
Purelin
0.994626 0.009051547
2
9
Trainlm
Tansig
Purelin
0.99999
3.14526E-05
3
9
Trainrp
Tansig
Purelin
0.999068 0.003480069
4
9
Traingda
Logsig
Purelin
0.991248 0.010638659
5
9
Trainlm
Logsig
Purelin
0.999992 0.000331619
6
9
Trainrp
Logsig
Purelin
0.999364 0.002876098
7
13
Traingda
Tansig
Purelin
0.992555 0.009803145
8
13
Trainlm
Tansig
Purelin
0.9999
3.05072E-05
9
13
Trainrp
Tansig
Purelin
0.998938 0.003714363
10
13
Traingda
Logsig
Purelin
0.935873 0.027825538
11
13
Trainlm
Logsig
Purelin
0.999999 0.000104172
12
13
Trainrp
Logsig
Purelin
0.998987 0.003629192
13
17
Traingda
Tansig
Purelin
0.988429 0.012211178
14
17
Trainlm
Tansig
Purelin
0.9999
3.15064E-05
15
17
Trainrp
Tansig
Purelin
0.999525 0.002486019
16
17
Traingda
Logsig
Purelin
0.987278 0.01271354
17
17
Trainlm
Logsig
Purelin
0.99999
2.71671E-05
18
17
Trainrp
Logsig
Purelin
0.998535 0.00436276
19
21
Traingda
Tansig
Purelin
0.988079 0.01234052
20
21
Trainlm
Tansig
Purelin
0.999999 3.14071E-05
21
21
Trainrp
Tansig
Purelin
0.999335 0.002941349
22
21
Traingda
Logsig
Purelin
0.99586
0.007294165
23
21
Trainlm
Logsig
Purelin
0.999999 3.15259E-05
24
21
Trainrp
Logsig
Purelin
0.999385 0.002827397
25
25
Traingda
Tansig
Purelin
0.989578 0.011666764
26
25
Trainlm
Tansig
Purelin
0.999999 3.14122E-05
27
25
Trainrp
Tansig
Purelin
0.9994
0.002793099
28
25
Traingda
Logsig
Purelin
0.994167 0.008713765
29
25
Trainlm
Logsig
Purelin
0.994167 0.008713765
30
25
Trainrp
Logsig
Purelin
0.999263 0.003095465
31
29
Traingda
Tansig
Purelin
0.97043
0.019552122
32
29
Trainlm
Tansig
Purelin
0.999999 3.13068E-05
33
29
Trainrp
Tansig
Purelin
0.999176 0.003273435
34
29
Traingda
Logsig
Purelin
0.984266 0.014161505
35
29
Trainlm
Logsig
Purelin
0.99999
3.13291E-05
36
29
Trainrp
Logsig
Purelin
0.99932
0.002974011
37
33
Traingda
Tansig
Purelin
0.992671 0.009749605 38
33
Trainlm
Tansig
Purelin
0.99999
0.314727E-05
39
33
Trainrp
Tansig
Purelin
0.999599 0.002283573
40
33
Traingda
Logsig
Purelin
0.99932
0.002974011
41
33
Trainlm
Logsig
Purelin
0.99999
3.10644E-05
42
33
Trainrp
Logsig
Purelin
0.999189 0.003246884 Statistical evaluation of ANN models according to their different characteristics is given in Fig. 7. Fig. 7. (a) shows the change in R2, and (b) shows the change in the RMSE values. In determining the most
appropriate ANN model for the solution of the problem, it is desired that the RMSE value is close to zero
and the R2 value is close to 1 (and R2 <1) [37]. The Trainingda training algorithm performed poorly
according to the training results. 3.2 Optimization of ANN Model The models with the lowest performance for this training algorithm were
models 10 and 31. Trainlm had the best prediction performance among training algorithms. The results of
the Trainlm training algorithm were found to be close to each other, which indicates that it is not affected
by the transfer function or number of neurons in the hidden layer. Statistical evaluation of ANN models according to their different characteristics is given in Fig. 7. Fig. 7. (a) shows the change in R2, and (b) shows the change in the RMSE values. In determining the most
appropriate ANN model for the solution of the problem, it is desired that the RMSE value is close to zero
and the R2 value is close to 1 (and R2 <1) [37]. The Trainingda training algorithm performed poorly
according to the training results. The models with the lowest performance for this training algorithm were
models 10 and 31. Trainlm had the best prediction performance among training algorithms. The results of
the Trainlm training algorithm were found to be close to each other, which indicates that it is not affected
by the transfer function or number of neurons in the hidden layer. In all three training algorithms, the best results were obtained when the number of neurons in the hidden
layer was 33. It is known that with the increase in the number of neurons, more effective learning occurs
between the input and output values up to a certain threshold [38]. In this study, a nonlinear relationship
was observed between the increase in the number of neurons and the prediction rate. According to the best
performance evaluation, the optimum values of ANN models are given in Table 5. Fig. 6 Variation of RMSE (a) and R2 (b) at ANN Models for training data. Table 5 The characteristics of the best ANN model for training algorithm. Characteristics
Trainlm
Traingda
Traingrp
mber of hidden layer
1
1
1 Fig. 6 Variation of RMSE (a) and R2 (b) at ANN Models for training data. Table 5 The characteristics of the best ANN model for training algorithm. 3.2 Optimization of ANN Model Characteristics
Trainlm
Traingda
Traingrp
Number of hidden layer
1
1
1
Number of neurons hidden layers
33
33
33
Number of iterations
5000
5000
5000
Learning rate
0.001
0.001
0.001
RMSE
3.14727E-06
0.002974011
0.002284
R2
0.9999
0.99932
0.9996
Transfer function in Hidden Layer
Tansig
Logsig
Tansig Table 5 The characteristics of the best ANN model for training algorithm. Table 5 The characteristics of the best ANN model for training algorithm. Characteristics
Trainlm
Traingda
Traingrp
Number of hidden layer
1
1
1
Number of neurons hidden layers
33
33
33
Number of iterations
5000
5000
5000
Learning rate
0.001
0.001
0.001
RMSE
3.14727E-06
0.002974011
0.002284
R2
0.9999
0.99932
0.9996
Transfer function in Hidden Layer
Tansig
Logsig
Tansig ANN Model Figure 8 shows the training results and FEM values of the three models that best predicted the SEA value
in the dynamic crash test (trainlm, trainrp and trainingda, respectively). Figure 8 shows the training results and FEM values of the three models that best predicted the SEA value
in the dynamic crash test (trainlm, trainrp and trainingda, respectively). As the correlation coefficient (R) gets closer to 1, prediction and the values given to the ANN network get
closer to each other, which means that the data is predicted accurately. In predicting the SEA value, the
training correlation was obtained with 99.994%, 99.674% and 94.908% accuracy, respectively. Studies in
crash boxes include many different parameters. Each parameter affects the complexity of the problem and
thus the predictive quality of the ANN. Therefore, a database should be created from the studies and the
ANN model should be integrated. Figure 7 FEM and ANN predicted values for train data. (a) Model 38 (b) Model 39 (c) Model 40. Figure 7 FEM and ANN predicted values for train data. (a) Model 38 (b) Model 39 (c) Model 40. 3.3 Selection of ANN numbers of epochs Another parameter that affects ANN prediction performance is the epoch number. Increasing the epoch
number increases the accuracy of ANN estimates, but has no effect after a certain threshold value [39]. Increasing the epoch number also extends the solution time. Therefore, determining the optimum epoch
number also provides optimization of the solution time. Figure 3 shows the effect of epoch number on prediction of SEA value using ANN in crashbox dynamic
crash test. The statistical performances of R2 and RMSE are plotted as a function of the epoch number. The
epoch number was changed as 100, 500, 1000, 2500 and 5000. A significant improvement was noticeable
in R2 when the epoch number was increased from 100 to 500. It was seen that the performance increase
stopped when the epoch number was bove 500. In the RMSE value, the performance increase continued up
to the 2500 epoch number. Accordingly, the optimum epoch number should be determined as 1000
according to R2 performance and 2500 according to RMSE performance. Figure 8 Effect of epoch's number on ANN prediction performance. Figure 8 Effect of epoch's number on ANN prediction performance. 4 Conclusion In this study, the crashworthiness characteristics of thin-walled structures with trigger mechanisms were
compared by the FEM method using material (DP600, DP800 and DP1000), thickness of material (between
0.8 and 2.2) and initial speed (10m/s, 12m/s and 16m/s). It was seen that the model with code D10T1.0V10
exhibited the best performance values with 13,771 kJ/kg, 118,300 kN and 0.476% SEA, FP and CE values,
respectively. ANN model was developed using the obtained data sets. The input layer of the ANN model consists of
three neurons, material, thickness of material and initial speed, and the output layer consists of a single
neuron representing the energy absorption/ energy/PCH value that determines the characteristic of crash
box. To find the best prediction model, 42 models were developed using two different training functions
(trainda, trainlm and trainrp), two different transfer functions (tansig and logsig), and different numbers of
neurons in the hidden layer (between 9 and 33). As a result of the study, the following results were obtained: It was seen that the prediction results with the highest accuracy rate was obtained with the training function
“trainlm”, and the number of neurons in the hidden layer and the transfer function affected the prediction
results less. In all three training algorithms, the best results were obtained when the number of neurons in
the hidden layer was 33. In the prediction of the SEA value, 99.994%, 99.674% and 94.908% accuracy rates was obtained as a result
of the training correlation, respectively. It was determined according to R2 performance that epoch number
should be 1000, and it should be 2500 according to RMSE performance. Although there was no change in
the prediction performance of the ANN model over this number of iterations, the solution time increased
significantly. The ANN model, which performed best in predicting the SEA value (training function: trainlm, number of
neurons in the hidden layer: 33 and transfer functions: tansig/purelin) was also trained for the estimation of
the energy and PCH values. The training results were highly accurate in terms of energy and PCH. ANN and FEM results were found to be compatible in the test data. According to the R2 performance results,
the ANN test results for SAE, energy and PCH were determined as 96.7604%, 96.0027% and 99.2444%,
respectively. 3.4 ANN training performance (for energy/PCH) and test performance The ANN model which performed best in estimating the SEA value (trainlm, 33 noron and tansig/purelin)
was also trained in the prediction of energy and PCH values (used in the evaluation of crash test results). The training results were as accurate as in SEA (Table 3). Table 6 Performance of Results for SEA, Energy and PCH. Output Noron
Number of Epochs
R2
RMSE
SEA
2500
0.99999
0.314727E-05
Energy
2500
0.99999
3.10065E-05
PCH
2500
0.99999
3.15771E-05 Table 6 Performance of Results for SEA, Energy and PCH. In Figure 4 presented , the SAE (a), energy (b) ve PCH (c) values obtained by FEM and ANN predictions. The fact that the FEM and ANN prediction values are close to each other shows that the model predicts
with high accuracy. R2 performance ratings for SAE, energy and PCH were determined as 96.7604%,
96.0027% and 99.2444%, respectively. Accordingly, The PCH value is predicted by the ANN with
high accuracy. When all the graphs are examined together, it is seen that the prediction results are
compatible with the FEM results, although there are small deviations between the small FEM and ANN
values. Figure 9 Comparison of FEM and predicted ANN a) SEA, b) Energy, c) PCH Figure 9 Comparison of FEM and predicted ANN a) SEA, b) Energy, c) PCH References 1. Marzbanrad, J., A. Abdollahpoor, and B. Mashadi, Effects of the triggering of circular aluminum
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X
F X E h
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https://zenodo.org/records/6874420/files/A%20Machine%20Learning%20Approach%20for%20Tracking%20and%20Predicting%20Student%20Performance%20in%20Degree%20Programs.pdf
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A Machine Learning Approach for Tracking and Predicting Student Performance in Degree Programs
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Zenodo (CERN European Organization for Nuclear Research)
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I.
INTRODUCTION Analyzing a vast amount of data to provide usable summaries can
be a difficult undertaking for humans. Grading students' academic
performance is a more difficult and time-consuming task that will help
instructors keep track of students' progress.. For all educational
institutes, improving the quality of education in order to improve
student performance is more vital. Predicting student outcomes in
advance is advantageous; knowing this ahead of time will affect student
performance. Predicting student success within a degree program, on
the other hand, is quite different and presents different problems. Zhang et al. [4] conducted a study on current teaching learning
backgrounds using Technology Mediated Learning (TML). The
DA (Dynamic Assessment) method has a bigger influence on
teaching and learning approaches. This study solves two research
gaps on how DA influences academic achievement in students. For
starters, pre- and post-test assessments have been utilised to focus
previous research on DA. It is vital to understand the influence of
DA based on computer for projecting students' performance over
time and to employ information technology to do so. Second,
because many students benefit from remote TML support, solutions
are being developed based on TML assessments. This system has
a few flaws, such as a small class size and the inability to specify
external parts. Students can have vastly diverse backgrounds and areas of interest,
resulting in varied course selections and sequences. Students from other
places, on the other hand, might study the same course. One of the most
difficult components of designing an effective predictor is finding out
how to deal with heterogeneous student data due to varied areas and
interests, because forecasting student performance in a certain course
is predicated on the student's previous performance in other courses. Similarly, in-course tests that are supposed to be the same for all
students are frequently used to predict students' performance in classes. Predicting student performance with high accuracy is more
important since it aids in the identifying of pupils who are academically
underperforming. The delivery of better and higher education is the
primary goal of all educational institutions. The methodology for analysing student performance was
created by Chew Li Sa et al. This model focuses on creating a
system that analyses student performance. A Machine Learning Approach for Tracking and
Predicting Student Performance in Degree Programs Ashtami Prasad
Department of Computer Application
Amal Jyothi College of Engineering Kanjirappally, India
ashtamiprasad2022a@mca.ajce.in Shelly Shiju George
Department of Computer Application
Amal Jyothi College of Engineering Kanjirappally, India
shellyshijugeorge@amaljyothi.ac.in Abstract — Predicting students' future performance based on
their current academic records is important for ensuring
essential pedagogical interventions and assuring students'
prompt and efficient graduation. Although there is a
considerable literature on using data-driven methodologies to
anticipate student performance whether solving problems or
studying for classes, forecasting student performance is still a
challenge. when finishing degrees is far less researched. Existing
techniques have mostly used elements linked to academic
performance and family financial assets, whereas features
related to family expenditures and personal information of
students have been largely overlooked. The purpose of this study
is to acquire data from students in various classrooms in order to
analyze the aforementioned feature sets. Furthermore, students' performance would suffer as a result of
their parents' negligence, therefore parents must keep a constant eye
on their children's progress. These variables are beneficial in the
process of making key decisions in educational institutions. Tripathi et al. [2] suggested a study that uses a naive bayes
technique to analyse student performance forecasts. In terms of
accuracy and overall execution time, the proposed model's results
are compared to those of existing systems. According to this study,
forecasting students' performance using prediction analysis for
complex datasets is a more difficult task. The new model was
proved to be more accurate than the previous model and to take less
time to execute. Keywords— Academic records, predicting. Ching-Chieh Kiu [3] created a model for predicting academic
success in students. The authors undertake research to see if student
background, coursework success, and social activities have an
impact on performance prediction. In predicting student
achievement and identifying poor individuals, the author
emphasises the importance of a student's past as well as their social
activities. Early prediction by the model helps students do better in
school and teachers improve the teaching learning process through
inventiveness in the teaching process, which improves student
performance. II.
LITERATURE REVIEW Kasthuriarachchi and S. Liyanage [1] Developed a system that
correlates with students' attendance, as well as innovative strategies
for encouraging students to improve their attendance and reporting
on their success in the classroom. Academicians, educators, and
parents will be able to make better decisions as a result of this. In
addition, the institute's administration provides financial assistance
to students from low-income households through scholarships. I.
INTRODUCTION For the study, the author
considers the course "TMC1013 System Analysis and Design."
Various data mining techniques, such as classification algorithms,
are employed to ensure the accuracy of performance forecasts
throughout the course. The system's key benefit is that it assists
teachers and academicians in analysing student performance and
identifying poor pupils who may fail the course. DOI: 10.5281/zenodo.6874420
ISBN: 978-93-5607-317-3@2022 MCA, Amal Jyothi College of Engineering Kanjirappally, Kottayam Proceedings of the National Conference on Emerging Computer Applications (NCECA)-2022
Vol 4 Issue 1 Proceedings of the National Conference on Emerging Computer Applications (NCECA)-2022
Vol 4 Issue 1 453 III. METHODOLOGY Removing Stop words – Stop words are removed
from the datasets to tidy them up. These are the ones that
pop up the most and aren't really important in the text. This can be done to improvethe model's accuracy. 2. Removing Stop words – Stop words are removed
from the datasets to tidy them up. These are the ones that
pop up the most and aren't really important in the text. This can be done to improvethe model's accuracy. 5. Find the final grade by frequency of going out. 5. Find the final grade by frequency of going out. 5. Find the final grade by frequency of going out. 3. Splitting of Data – The data is divided into training
and testing datasets after it has been cleaned. After that,
the data chosen for training totrain our model is used. 3. Splitting of Data – The data is divided into training
and testing datasets after it has been cleaned. After that,
the data chosen for training totrain our model is used. Fig 6: C. Machine Learning- Here machine learning is used to
analyze and predict the students performance. C. Machine Learning- Here machine learning is used to
analyze and predict the students performance. C. Machine Learning- Here machine learning is used to
analyze and predict the students performance. DOI: 10.5281/zenodo.6874420
ISBN: 978-93-5607-317-3@2022 MCA, Amal Jyothi College of Engineering Kanjirappally, Kottayam III. METHODOLOGY The goal of this work is to develop a Machine Learning model for
determining student performance.. In this system, the PyCharm is
used that makes it easy to set up and access in python. Proceedings of the National Conference on Emerging Computer Applications (NCECA)-2022
V l 4 I
1 454 ,
Fig 1: Students performance prediction The
steps that require to be followed are:
1. Data Gathering
2. Data Preparation
3. Model Building
4. Analyzing
5. Predicting
6. Result
A. Data Gathering: The user has two datasets for student
data, which they must integrate into one. Fig 2:
2. Read Datasets
Fig 3:
3. Combine the datasets
Fig 4:
4. Calculate the Grade
Fig 5:
5. Find the final grade by frequency of going out. Fig 2: Fig 1: Students performance prediction The
steps that require to be followed are: Fig 1: Students performance prediction The
steps that require to be followed are: Fig 1: Students performance prediction The steps that require to be followed are: 2. Read Datasets
Fig 3:
3. Combine the datasets p
q
1. Data Gathering
2. Data Preparation
3. Model Building
4. Analyzing
5. Predicting
6. Result
A. Data Gathering: The user has two datasets for student
data which they must integrate into one 1. Data Gathering
2. Data Preparation
3. Model Building
4. Analyzing
5. Predicting
6. Result
A. Data Gathering: The user has two datasets for student A. Data Gathering: The user has two datasets for student
data, which they must integrate into one. B. Data Preparation: This is the first stage in any machine
learning algorithm. This procedure entails data. Cleaning, data
transformation, and data reduction are all things that may be done
with data. All of this is done to improve the data's effectiveness. The
data can be analysed to improve the accuracy of our model. In order
for the categorization to be correct. 4. Calculate the Grade
Fig 5: 4. Calculate the Grade
Fig 5: 1. Cleaning Data – First, the data is cleansed. Users are
eliminating the unnecessary entries in this area. The
dataset is also possible cleaned up by removing the noisy
data. 2. Removing Stop words – Stop words are removed
from the datasets to tidy them up. These are the ones that
pop up the most and aren't really important in the text. This can be done to improvethe model's accuracy. 2. IV. IMPLEMENTATION The model building is the main step in the Students
performance analysis and prediction. The model building is the main step in the Students
performance analysis and prediction. 1. First step is open a Pycharm project then, Import the
packages that are necessary. 1. First step is open a Pycharm project then, Import the
packages that are necessary. Fig 6: Fig 6: Proceedings of the National Conference on Emerging Computer Applications (NCECA)-2022
Vol.4, Issue.1 455 Vol.4, Issue.1 6. Find Final Grade By Desire to Receive Higher
Education
Fig 7:
Fig 11:
7. Find the accuracy and model scores of two algorithm. 6. Find Final Grade By Desire to Receive Higher
Education
Fig 7:
Fig 11:
VI. CONCLUSION
Fig 8:
Fig 9:
A new technique for predicting students' future performance in
degree programmes based on prior academic achievement is offered in
this study. Performance both now and in the past. A latent component
model-based course clustering method was developed to discover
acceptable courses for building base predictors. An ensemble-based
progressive prediction architecture was created to incorporate students'
evolving performance into the prediction. These data-driven strategies
can be used in conjunction with other pedagogical methods to assess
students' performance and provide useful information for academic
advisors in recommending the number of students who should
continue their studies and implementing pedagogical intervention
measures as needed. This work will have an impact on the curriculum
design of degree programmes as well as education policy planning in
general. 7. Find the accuracy and model scores of two algorithm. 6. Find Final Grade By Desire to Receive Higher
Education
Fig 7:
Fig 8:
Fig 9:
7. Find the accuracy and model scores of two algorithm. 6. Find Final Grade By Desire to Receive Higher
Education
Fig 7:
Fig 8:
7. Find the accuracy and model scores of two algorithm. Fig 11: Fig 11: VI. CONCLUSION A new technique for predicting students' future performance in
degree programmes based on prior academic achievement is offered in
this study. Performance both now and in the past. A latent component
model-based course clustering method was developed to discover
acceptable courses for building base predictors. An ensemble-based
progressive prediction architecture was created to incorporate students'
evolving performance into the prediction. These data-driven strategies
can be used in conjunction with other pedagogical methods to assess
students' performance and provide useful information for academic
advisors in recommending the number of students who should
continue their studies and implementing pedagogical intervention
measures as needed. This work will have an impact on the curriculum
design of degree programmes as well as education policy planning in
general. Fig 8: Fig 9: VII. REFERENCES DOI: 10.5281/zenodo.6874420
ISBN: 978-93-5607-317-3@2022 MCA, Amal Jyothi College of Engineering Kanjirappally, Kottayam V.
RESULT V. RESULT In this work two algorithms are used, that is logistic regression
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Students’ Academic Performance Using Utility Based Educational Data
Mining”, Frontier Computing, pp. 29–39. Fig 10:
Then result shows that the Students performance andpredict the
number of students goes to future studies. [2].A. Tripathi, S. Yadav and R. Rajan (2019), "Naive Bayes Classification
Model for the Student Performance Prediction," 2nd International
Conference on Intelligent Computing, Instrumentation. [3].C. Kiu (2018), "Data Mining Analysis on Student’s Academic
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“Longitudinal effect of a computer-based graduated prompting assessment
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number of students goes to future studies.
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English
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Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia
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Genome-Wide Association Studies for Yield-Related Traits in Soft
Genome-Wide Association Studies for Yield-Related Traits in Soft
Red Winter Wheat Grown in Virginia
Red Winter Wheat Grown in Virginia Part of the Genetics and Genomics Commons, Plant Sciences Commons, and the Soil Science
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ons Right click to open a feedback form in a new tab to let us know how this document benefits you. Right click to open a feedback form in a new tab to let us know how this document benefits you. University of Kentucky
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2-22-2019
Genome-Wide Association Studies for Yield-Related Traits in Soft
Genome-Wide Association Studies for Yield-Related Traits in Soft
Red Winter Wheat Grown in Virginia
Red Winter Wheat Grown in Virginia
Brian P. Ward
North Carolina State University
Gina Brown-Guedira
USDA Agricultural Research Service
Frederic L. Kolb
University of Illinois at Urbana-Champaign
David A. Van Sanford
University of Kentucky, dvs@uky.edu
Priyanka Tyagi
North Carolina State University
See next page for additional authors
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Repository Citation
Repository Citation
Ward, Brian P.; Brown-Guedira, Gina; Kolb, Frederic L.; Van Sanford, David A.; Tyagi, Priyanka; Sneller, Clay
H.; and Griffey, Carl A., "Genome-Wide Association Studies for Yield-Related Traits in Soft Red Winter
Wheat Grown in Virginia" (2019). Plant and Soil Sciences Faculty Publications. 140.
https://uknowledge.uky.edu/pss_facpub/140 University of Kentucky
University of Kentucky
UKnowledge
UKnowledge Plant and Soil Sciences Plant and Soil Sciences Faculty Publications Plant and Soil Sciences Faculty Publications Plant and Soil Sciences Faculty Publications This Article is brought to you for free and open access by the Plant and Soil Sciences at UKnowledge. It has been
accepted for inclusion in Plant and Soil Sciences Faculty Publications by an authorized administrator of
UKnowledge. For more information, please contact UKnowledge@lsv.uky.edu. Notes/Citation Information
Notes/Citation Information Published in PLOS ONE, v. 14, no. 2, e0208217, p. 1-28. Published in PLOS ONE, v. 14, no. 2, e0208217, p. 1-28. This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted,
modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available
under the Creative Commons CC0 public domain dedication. Repository Citation
Repository Citation Ward, Brian P.; Brown-Guedira, Gina; Kolb, Frederic L.; Van Sanford, David A.; Tyagi, Priyanka; Sneller, Clay
H.; and Griffey, Carl A., "Genome-Wide Association Studies for Yield-Related Traits in Soft Red Winter
Wheat Grown in Virginia" (2019). Plant and Soil Sciences Faculty Publications. 140. https://uknowledge.uky.edu/pss_facpub/140 This Article is brought to you for free and open access by the Plant and Soil Sciences at UKnowledge. It has been
accepted for inclusion in Plant and Soil Sciences Faculty Publications by an authorized administrator of
UKnowledge. For more information, please contact UKnowledge@lsv.uky.edu. Genome-Wide Association Studies for Yield-Related Traits in Soft Red Winter
Genome-Wide Association Studies for Yield-Related Traits in Soft Red Winter
Wheat Grown in Virginia
Wheat Grown in Virginia Digital Object Identifier (DOI)
https://doi.org/10.1371/journal.pone.0208217 Brian P. Ward, Gina Brown-Guedira, Frederic L. Kolb, David A. Van Sanford, Priyanka Tyagi, Clay H. Sneller,
and Carl A. Griffey Authors
Authors Brian P. Ward, Gina Brown-Guedira, Frederic L. Kolb, David A. Van Sanford, Priyanka Tyagi, Clay H. Sneller,
and Carl A. Griffey This article is available at UKnowledge: https://uknowledge.uky.edu/pss_facpub/140 This article is available at UKnowledge: https://uknowledge.uky.edu/pss_facpub/140 RESEARCH ARTICLE Abstract Citation: Ward BP, Brown-Guedira G, Kolb FL, Van
Sanford DA, Tyagi P, Sneller CH, et al. (2019)
Genome-wide association studies for yield-related
traits in soft red winter wheat grown in Virginia. PLoS ONE 14(2): e0208217. https://doi.org/
10.1371/journal.pone.0208217 Grain yield is a trait of paramount importance in the breeding of all cereals. In wheat (Triti-
cum aestivum L.), yield has steadily increased since the Green Revolution, though the cur-
rent rate of increase is not forecasted to keep pace with demand due to growing world
population and increasing affluence. While several genome-wide association studies
(GWAS) on yield and related component traits have been performed in wheat, the previous
lack of a reference genome has made comparisons between studies difficult. In this study, a
GWAS for yield and yield-related traits was carried out on a population of 322 soft red winter
wheat lines across a total of four rain-fed environments in the state of Virginia using single-
nucleotide polymorphism (SNP) marker data generated by a genotyping-by-sequencing
(GBS) protocol. Two separate mixed linear models were used to identify significant marker-
trait associations (MTAs). The first was a single-locus model utilizing a leave-one-chromo-
some-out approach to estimating kinship. The second was a sub-setting kinship estimation
multi-locus method (FarmCPU). The single-locus model identified nine significant MTAs for
various yield-related traits, while the FarmCPU model identified 74 significant MTAs. The
availability of the wheat reference genome allowed for the description of MTAs in terms of
both genetic and physical positions, and enabled more extensive post-GWAS characteriza-
tion of significant MTAs. The results indicate a number of promising candidate genes con-
tributing to grain yield, including an ortholog of the rice aberrant panicle organization (APO1)
protein and a gibberellin oxidase protein (GA2ox-A1) affecting the trait grains per square
meter, an ortholog of the Arabidopsis thaliana mother of flowering time and terminal flower-
ing 1 (MFT) gene affecting the trait seeds per square meter, and a B2 heat stress response
protein affecting the trait seeds per head. Editor: Guihua Bai, USDA, UNITED STATES
Received: November 8, 2018
Accepted: February 5, 2019
Published: February 22, 2019 Copyright: This is an open access article, free of all
copyright, and may be freely reproduced,
distributed, transmitted, modified, built upon, or
otherwise used by anyone for any lawful purpose. The work is made available under the Creative
Commons CC0 public domain dedication. Brian P. WardID1¤*, Gina Brown-Guedira2, Frederic L. Kolb3, David A. Van Sanford4,
Priyanka Tyagi5, Clay H. Sneller6, Carl A. Griffey1 Brian P. WardID1¤*, Gina Brown-Guedira2, Frederic L. Kolb3, David A. Van Sanford4,
Priyanka Tyagi5, Clay H. Sneller6, Carl A. Griffey1 1 Department Of Crop and Soil Environmental Sciences, Virginia Tech, Blacksburg, Virginia, United States of
America, 2 Eastern Regional Small Grains Genotyping Laboratory, USDA-ARS, Raleigh, North Carolina,
United States of America, 3 Department of Crop Sciences, University of Illinois, Urbana, Illinois, United States
of America, 4 Department of Plant and Soil Sciences, University of Kentucky, Lexington, Kentucky, United
States of America, 5 Department of Crop and Soil Sciences, North Carolina State University, Raleigh, North
Carolina, United States of America, 6 Ohio Agricultural Research and Development Center, The Ohio State
University, Wooster, Ohio, United States of America a1111111111
a1111111111
a1111111111
a1111111111
a1111111111 a1111111111
a1111111111
a1111111111
a1111111111
a1111111111 ¤ Current address: Department of Crop and Soil Sciences, North Carolina State University, Raleigh, North
Carolina, United States of America
* bpward2@ncsu.edu ¤ Current address: Department of Crop and Soil Sciences, North Carolina State University, Raleigh, North
Carolina, United States of America
* bpward2@ncsu.edu Introduction (Wheat Coordinated Agricultural Project
[WheatCAP]) from the USDA National Institute of
Food and Agriculture: https://www.triticeaecap.org/
. BPW and CAG received funding from Virginia
Agricultural Council Grant 617: http://www.vdacs. virginia.gov/boards-virginia-agricultural-council. shtml, and from the Virginia Small Grains Board
(no grant number available): http://www. virginiagrains.com/leadership/va-small-grains-
board/. The funders had no role in study design,
data collection and analysis, decision to publish, or
preparation of the manuscript. Worldwide, wheat has the fourth-highest production of all crops, with a net production value
that is second-highest of any crop [1]. In addition, wheat maintains the highest global har-
vested acreage of any crop [2]. To keep pace with an increasing world population and changes
in diets due to increasing affluence, worldwide cereal production will have to increase by an
estimated 50% over the period ending in 2050, requiring continuing genetic gains in yield
potential of approximately 1.1% per year [3]. Sharma, et al. [4] estimated a historical average
increase in grain yields in spring wheat of 0.65% per year when analyzing data across 15 years
and 919 environments, while a recent study involving winter wheat in the Eastern United
States estimated yearly increases in grain yield between 0.56% and 1.41%, depending upon
environment [5]. Competing interests: The authors have declared
that no competing interests exist. Improvements to yield via direct selection are hampered by its highly quantitative and poly-
genic nature. Selection based on different yield component traits and crop physiology theory
may offer additional avenues for increasing genetic gain in yield while avoiding yield plateaus
[6]. However, relationships between traits must be taken into account, as there are many nega-
tive correlations between related traits, such as the well-documented negative correlation
between the number of grains m-2 and average grain size [7]. A wide body of literature suggests
that wheat is primarily sink-limited with respect to production of photosynthetic assimilates
(reviewed in [8]). Supporting this theory, several studies have suggested that maximizing the
number of seeds per unit area is critical for avoiding assimilate sink limitations and maximiz-
ing yield (reviewed in [9]). The two possible routes for increasing seeds per unit area are to: 1)
increase the average number of seeds per head, and/or 2) increase the number of heads per
unit area. Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia Abstract Data Availability Statement: All genotypic,
phenotypic, and covariate data used in the study
may be downloaded from https://doi.org/10.6084/
m9.figshare.7700012. Funding: CHS and GBG received funding from the
Agriculture and Food Research Initiative
Competitive Grants 2011-68002-30029 (Tritaceae
Coordinated Agricultural Project [TCAP]) from the
USDA National Institute of Food and Agriculture:
https://www.triticeaecap.org/. GBG received
funding from the Agriculture and Food Research
Initiative Competitive Grant 2017-67007-25939 1 / 28 PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 Germplasm selection Germplasm selection was performed as detailed in Ward et al., 2019 [35]. The study was con-
ducted over two years, and included a total of 329 genotypes (S1 Table). Of these, 41 genotypes
were tested across both years. Of the remaining genotypes, half (144) were tested only in the
first year, and the other half (144) were tested only in the second year. Within each year, geno-
types were sourced from breeding programs in Illinois (31), Kentucky (30), Missouri (2), and
Virginia (122). Five checks were included in the study: ‘Bess’, ‘Branson’, IL00-8530, ‘Roane’,
and ‘Shirley’. With the exception of checks and several older cultivars, the majority of geno-
types were either F4 or F5 filial generation. Introduction Increases in yield will require both the production of greater numbers of grains, and
an increase in the availability of photosynthates to prevent a corresponding drop in kernel
sizes due to the compensation between these two traits [10]. Several previous studies have
focused on increasing photosynthate availability via alterations to canopy light interception. Reynolds et al. [9] note that the amount of light interception is already nearly maximized in
many wheat cultivars during the period after canopy closure and prior to leaf senescence. This
leaves traits increasing the duration of light interception, e.g. faster canopy establishment
through increased early-season vigor or later senescence via the “stay-green” trait [11], as
appealing avenues for increasing photosynthate production. In winter wheat, several genes are known to exert major effects on traits involved with seed
production per unit area and photosynthesis duration. The time required for plants to flower
and ultimately reach maturation is affected by multiple homeologous copies of the VRN ver-
nalization requirement genes and the PPD photoperiod response genes [12]. Multiple major-
effect quantitative trait loci (QTLs) affecting grain weight have also been identified, including
TaSus2-2B [13], the TaGW2 homeologous genes [14], and cell wall invertase (Cwi) genes [15]. However, it is likely that many genes affecting yield-related traits have yet to be identified. Genome-wide association studies (GWAS) and linkage mapping are the two predominate
methods employed in plant breeding for associating phenotypic variation with underlying
genetic variation. GWAS offers higher resolution due to many more ancestral gene recombi-
nations within the testing panel, as opposed to only one or a few meiotic recombinations in a
linkage mapping population. However, allele frequency is a primary factor limiting power in
GWAS studies; marker-trait associations (MTAs) will be difficult or impossible to detect if
causal variants are rare within the testing population [16]. GWAS methods utilizing mixed lin-
ear models have become standard methodology for their ability to guard against false positives
due to population structure or kinship among genotypes [17]. Subsequent mixed model imple-
mentations have utilized multiple methods to increase power to detect loci of smaller effect. PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 2 / 28 Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia The multi-locus mixed model fits loci of large effect as covariates, allowing for the detection of
more marker trait associations with smaller effects [18]. Introduction Recent methods including FaS-
T-LMM-Select [19] and SUPER [20] have been developed which increase power by first per-
forming a preliminary GWAS to identify the SNPs which are highly associated with the trait of
interest, and subsequently using only this subset of SNPs when estimating kinship among lines
in a second GWAS. Finally, the programs FarmCPU [21] and BLINK [22] combine the advan-
tages of multi-locus mixed models with subsetting kinship estimation. Relatively few GWAS analyses for yield and yield-related traits have been conducted in
wheat, and of these, fewer still have been conducted in winter wheat germplasm [23–30]. Asso-
ciation studies have been more common in spring wheat, though the majority of these have
been candidate-gene studies, with genome-wide studies being more limited [31]. Finally, it has
been more common to perform GWAS in crop species using assembled diversity panels,
rather than elite germplasm in current use by breeding programs [32]. GWAS in elite germ-
plasm is typically limited to the identification of smaller-effect MTAs, as MTAs of major effect
will have likely already become fixed within the mapping population [33]. Nevertheless,
GWAS using panels of elite germplasm remain useful due to their higher relevance to the pro-
cess of cultivar development [32]. One limitation of previous wheat GWAS studies was the
lack of a reference genome, making comparisons between studies’ findings difficult. The recent
publication of a full chromosome-anchored wheat genome assembly should allow for better
curation of MTAs uncovered by GWAS and linkage mapping studies. The present study sought to perform GWAS in a panel of elite soft winter wheat lines
sourced from breeding programs in the Eastern and Midwestern United States. Genotyping
was performed via genotyping-by-sequencing (GBS), using genetic maps and anchoring SNPs
to the Chinese Spring reference sequence International Wheat Genome Sequencing Consor-
tium (IWGSC) RefSeq v1.0 [34], allowing for determination of both physical and genetic posi-
tions for identified MTAs. In addition, targeted genotypic assays were used to interrogate loci
which are known to exert major effects on many traits of agronomic importance. Phenotyping Experimental design and data collection. Experimental design, field management prac-
tices, and phenotypic data collection were performed as detailed in Ward et al., 2019 [35]. Briefly, the experiment was planted in a total of four environments (two locations in two
years) in the 2013–14 and 2014–15 winter wheat growing seasons. Within each year, trials
were planted at Kentland Farm near Blacksburg, Virginia (Guernsey/Hayter silt loams,
37.1965˚ N, 80.5718˚ W, 531 m elevation) and the Eastern Virginia Agricultural Research and
Extension Center in Warsaw, Virginia (Kempsville sandy loam, 37.9879˚ N, 76.7770˚ W, 40 m
elevation). A generalized randomized complete block design (GRCBD) with two replications PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 3 / 28 Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia was used in each environment. Data was collected on 14 traits, including flag leaf stay green
duration (FLSG), grains per square meter (GSQM), grain weight (GW), heading date (HD),
plant height (HT), physiological maturity date (MAT), normalized-difference vegetation index
(NDVI) at Zadok’s growth stage 25 [36], whole-grain protein content (PROT), seeds per head
(SPH); spikes per square meter (SSQM), whole-grain starch content (STARCH), thousand
kernel weight (TKW), test weight (TWT), and grain yield (YLD). S2 Table summarizes all phe-
notypic traits, and lists their abbreviations, units of measure, and trait ontologies. Spatial corrections. For each individual trait/environment combination, an ad-hoc cor-
rection for field heterogeneity was performed using two-dimensional tensor product penalized
B-splines [37], implemented in a mixed model framework in the R [38] package ‘SpATS’ [39]. The package default parameters were used to fit cubic splines with quadratic penalization func-
tions in both row and column dimensions. For a particular environment with plots arranged
in m rows and n columns, the number of knots used to fit splines was set to (bmc/2) −1 and
(bnc/2) −1, respectively. Fitted values generated by the SpATS model were used for subsequent
modeling of phenotypes across environments, as described in the section below. Heritability for each trait/environment combination was estimated using the method of
Cullis, et al. [40]: h2
g ¼ 1 Att
2s2
G
ð1Þ ð1Þ Where the generalized heritability (h2
g) is a function of the average pairwise prediction error
between pairs of genotypes within an environment (Att), and the genotypic variance (s2
G). Phenotyping Her-
itability estimates were calculated from the models fit by the SpATS package, and were com-
pared against the heritability estimates generated by a baseline model: Yi ¼ m þ Gi þ εi
ð2Þ ð2Þ Where phenotypic response (Yi) is a function of the within-environment mean (μ), the fixed
effect of the ith genotype (Gi), and residual error (εi). Where phenotypic response (Yi) is a function of the within-environment mean (μ), the fixed
effect of the ith genotype (Gi), and residual error (εi). Modelling of phenotypes across environments. Each location/year combination was
considered as a unique environment in order to model phenotypic response across environ-
ments. For each trait, the following random effects ANOVA model was fit in R using the
‘lme4’ package [41]: Yijk ¼ m þ Gi þ Ej þ RkðEjÞ þ GEij þ εijk#
ð3Þ ð3Þ Where the phenotypic response (Yijk) is a function of the overall mean (μ) and the random
effects of the ith genotype (Gi), the kth replication (Rk) nested within the jth environment (Ej),
the genotype-environment interaction (GEij) and the residual error (εijk). Genotypic best-lin-
ear unbiased predictors (BLUPs) were calculated for use as the phenotypic input for the subse-
quent GWAS analyses. Genotyping Genotyping-by-sequencing. Genomic DNA was isolated from fresh green seedling leaf
tissue using an LGC Genomics Oktopure robotic extraction platform with sbeadex magnetic
microparticle reagent kits. Genotyping-by-sequencing was performed using an Illumina
HiSeq 2500 following a double digest of genomic DNA using the restriction enzymes PstI and
MseI, using the protocol of Poland et al., 2012 [42]. SNP calling was performed using TAS-
SEL-GBS v5.2.43 [43,44]. The Burrows-Wheeler Aligner [45] v0.7.17-r1188 was used to align
Illumina-generated short reads to the Chinese Spring IWGSC RefSeq v1.0 wheat reference PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 4 / 28 Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia sequence. The raw genotypic data was filtered to retain only biallelic SNPs, and to remove
SNPs with missing data frequencies > 50%, mean sequencing depth < 2, heterozygous call
frequencies > 15%, or minor allele frequency < 5%. SNPs that aligned to unmapped contigs
were removed. Genotypes containing > 85% missing data were removed. Missing data was
then imputed using Beagle v4.1 with default settings [46]. After imputation, the genotypic data
was filtered a second time to remove SNPs with minor allele frequency < 5% or heterozygous
call frequency < 15%. PLINK 1.9 [47] was used to remove all but one SNP in groups of SNPs
in perfect linkage disequilibrium (LD; r2 = 1). After filtering, 29,949 SNPs and 322 genotypes
remained for further analysis. Assays for polymorphisms of major effect. Several genes and polymorphisms of major
effect were assayed using LGC Genomics KASPar SNP assays. All included assays are listed
with primer sequences in S3A Table. Briefly, they included assays for the 1RS:1AL and
1RS:1BL translocations from rye (Secale cereal L.), polymorphisms within the Ppd-A1, Ppd-B1,
and Ppd-D1 photoperiod sensitivity genes located on chromosomes 2A, 2B, and 2B respec-
tively, the Rht-B1 and Rht-D1 dwarfing genes located on chromosomes 4B and 4D respectively,
and polymorphisms of the Vrn-A1 and Vrn-B1 genes located on chromosomes 5A and 5B. p y
p
g
KASP assays for polymorphisms within exon 4 and exon 7 of Vrn-A1 were included in this
study. The molecular mechanism behind Vrn-A1’s effects on vernalization requirement
remains contested. Chen et al. Genotyping [48] proposed that a SNP occurring in exon 4 of Vrn-A1 was
the causal locus differentiating between the Vrn-A1a short vernalization requirement allele
present in the cultivar Jagger and the Vrn-A1b long vernalization requirement allele present in
the cultivar ‘2174’. Dı´az et al. [49] later proposed that the differences between Vrn-A1a and
Vrn-A1b vernalization requirements are due to Vrn-A1 copy number variations. Li et al. [50]
subsequently reported that although Jagger contains two copies of Vrn-A1, whereas ‘2174’ con-
tains three copies of the gene, differences in vernalization requirements between the two culti-
vars are in fact due to structural differences, particularly due to a SNP located in exon 7,
converting the 180th amino acid residue from alanine in Vrn-A1a to valine in Vrn-A1b. Finally,
Kippes et al. [51] proposed that the effects of Vrn-A1 arise from the product of gene VRN-D4
disrupting the binding of the RNA-binding repressor TaGRP2 to Vrn-A1. The KASP assays
for Vrn-A1 used in this study have been shown to be suggestive, but not perfect predictors of
vernalization requirement due to Vrn-A1 alleles. In addition, assays for the Sr36 stem rust (Puccinia graminis Pers.) resistance gene, and the
sucrose-synthase gene TaSus2-2B, which affects kernel weight, were included. Gene Sr36 is
located on a 2G:2B alien translocation originating from Triticum timopheevi [Zhuk.] Zhuk. (AmAmGG) [52,53]. Gene TaSus2-2B is located on the short arm of chromosome 2B, and is
one of the three sucrose synthase Sus2 orthologs located on chromosomes 2A, 2B, and 2D. Two common haplotypes for TaSus2-2B include Hap-H (high seed weight) residing on the
2G:2B translocation, and Hap-L (low seed weight) [13]. While there is no evidence to suggest
that TaSus2-2B was inherited from T. timopheevi, Cabrera et al. found that TaSus2-2B alleles
were in perfect LD with alleles of the microsatellite marker Xwmc477 [54], which itself was pre-
viously found to be in perfect LD with Sr36 [55]. Genome-wide association analysis For each trait, single-locus mixed linear model genome-wide association analyses were per-
formed with the Genome-Wide Complex Trait Analysis (GCTA) software [60], using a leave-
one-chromosome-out (LOCO) method in which a separate genetic relationship matrix (GRM)
is estimated from SNP data for each chromosome. Specifically, the LOCO approach entails
excluding all SNPs located on the chromosome of the SNP undergoing testing when estimat-
ing the GRM. Adjusted p-values for each SNP were calculated using the method of Benjamini
and Hochberg [61], and SNPs with adjusted p-values below 0.05 were considered significant. g [
]
j
p
g
In addition, GWAS was performed for each trait using the Fixed and Random Model Cir-
culating Probability Unification (FarmCPU) model [21], using the R package ‘FarmCPUpp’
[62]. The same significance threshold applied in the single-locus tests was used for the Farm-
CPU results. To enhance our confidence in significant MTAs identified by FarmCPU, we
implemented a bootstrapping method utilized by Wallace, et al. [63], in which 10% of the phe-
notypic observations were randomly replaced with missing data for a total of 100 runs of the
model. Subsequently, for each trait the resample model inclusion probability (RMIP) [64] was
calculated for each SNP by determining the fraction of bootstraps in which its adjusted p-value
exceeded the significance threshold. The value 0.1 was chosen as a lower threshold for the
RMIP as it coincided with the point of inflection in the RMIP density curves (data not shown). For each model, the first four principal components were included to model population struc-
ture, based upon visual examination of the scree plot and cumulative sum plots for variance
explained by each PC (S1 Fig). Approximate genetic positions were calculated for each MTA
using a set of PstI-MspI GBS markers generated from 88 doubled haploid lines derived from
the synthetic W7894 × Opata M85 (SynOp) cross [65], aligned to the Chinese Spring IWGSC
RefSeq v1.0 wheat reference sequence [34]. The R package ‘MonoPoly’ [66] was used to fit a
monotonically increasing spline to each chromosome of the SynOp genetic map, allowing for
the estimation of genetic positions corresponding to MTA physical positions. Population structure and linkage disequilibrium Prior to performing GWAS, population structure was examined via principle component anal-
ysis (PCA) of the filtered and imputed genotypic data using the SNPRelate package [56] in R. Linkage disequilibrium (r2) was estimated between all intrachromosomal pairs of SNPs up to a
physical distance of 10Mb using PLINK 1.9. The pairwise r2 estimates were then sorted into
bins from 102 to 107 base pairs, with an exponent interval size of 0.1. The mean r2 value was PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 5 / 28 Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia calculated for each bin, and then plotted against physical distance, with a second-degree
locally-weighted scatterplot smoothing (LOESS) curve fit to the data [57]. Separate LOESS
curves were fit to LD data from each genome, and from each chromosome. Mean r2 values
equal to or greater than 0.2 were considered significant LD. In addition, LD was calculated
between the KASP Sr36 assay and all other SNPs present on chromosome 2B. Finally, the fixa-
tion index (FST) was calculated for each SNP using Weir and Cockerham’s estimator [58], with
two subpopulations defined by the presence or absence of Sr36 as defined by the KASP assay
results. All FST-related calculations were performed using VCFtools v0.1.17 [59]. PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 Trait heritability and correlations The use of spatially-corrected data tended to drastically increase generalized heritability
within each environment. The trait GW had the lowest mean generalized heritability, averag-
ing 0.2 across environments for raw, uncorrected data, and 0.33 after performing spatial cor-
rections (Table 1). The trait TKW had the highest mean generalized heritability when using
uncorrected data ðh2
G ¼ 0:95Þ, though heritability was slightly decreased when using spatially-
corrected data ðh2
G ¼ 0:9Þ. When spatially-corrected data was used, TWT had the highest aver-
age heritability ðh2
G ¼ 0:95Þ. YLD had a moderate mean, across-environment heritability of
0.57 when calculated using uncorrected data, though this increased to 0.81 when using spa-
tially-corrected data. Pearson correlation coefficients were calculated for each pair of traits
using the phenotypic BLUPs (Table 2). Phenological traits (HD, FLSG, and MAT) all displayed
a high degree of intercorrelation. This was also generally the case for traits relating to grain
size and density per unit area (TKW, GSQM, SSQM, and SPH). For instance, the traits GSQM
and TKW demonstrated a strong negative correlation (-0.66), as predicted due to trait com-
pensation effects. Of these four traits, the weakest correlation was between TKW and SPH
(-0.24). Critically, only weak correlation was observed between traits relating to grain size/
density and phenological traits, suggesting that these two classes of traits could be improved
independently. YLD was most highly correlated with the traits GW and MAT (positive), and Table 1. Trait descriptive statistics and generalized heritability estimates calculated using raw plot values and spatially-adjusted values. Candidate genes and translation effects Haplotype blocks surrounding each significant MTA were identified using the method of
Gabriel et al. [67] by running the—blocks command in PLINK 1.9. Some significant MTAs
did not reside within any larger haplotype block, while some haplotype blocks contained mul-
tiple significant MTAs. Subsequently, all genes overlapping significant MTAs and associated
haplotype blocks were identified using the IWGSC v1.1 RefSeq annotation [34] with functional
annotations from the IWGSC v1.0 annotation. In addition, Ensembl identifiers were retrieved
for all genes overlapping with significant SNPs or haplotype blocks. A table of wheat genes
with trEMBL or Swissprot-generated protein annotations in UniProt was downloaded and
used to identify all wheat genes with predicted functions located within 1Mb of each signifi-
cant MTA. The Ensembl Variant Effect Predictor [68] was then used to classify significant
SNPs as being either intergenic, intronic, exonic, or upstream/downstream proximal variants. PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 6 / 28 Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia The predicted allele substitution effects of exonic SNPs on protein translation were classified
as synonymous, missense, or nonsense. For gene-proximal SNPs, the distance to the closest
gene was recorded. The predicted allele substitution effects of exonic SNPs on protein translation were classified
as synonymous, missense, or nonsense. For gene-proximal SNPs, the distance to the closest
gene was recorded. a FLSG flag leaf stay green; GSQM grains per square meter; GW grain weight; HD heading date; HT plant height; MAT physiological maturity date; NDVI normalized-
difference vegetation index at Zadok’s GS25; PROT wet chemistry-validated whole-grain protein content; SPH seeds per head; SSQM spikes per square meter; STARCH
whole-grain starch content; TKW thousand kernel weight; TWT test weight; YLD grain yield VA 2014; 15Bb Blacksburg, VA 2015; 15War Warsaw, VA 2015 14Bb Blacksburg, VA 2014; 14War Warsaw, VA 2014; 15Bb Blacksburg, VA 2015; 15War Warsaw, VA 2015 https://doi.org/10.1371/journal.pone.0208217.t001 Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia Table 2. Phenotypic correlations among traits calculated using the across-environment genotype BLUPs. FLSG
GSQM
GW
HD
HT
MAT
NDVI
PROT
SPH
SSQM
STARCH
TKW
TWT
YLD
FLSG
1
GSQM
0.01
1
GW
0.27
0.64
1
HD
-0.43
0.14
-0.06
1
HT
-0.18
-0.16
-0.21
0.15
1
MAT
0.18
0.26
0.19
0.71
-0.07
1
NDVI
0.05
0.05
0.08
0.12
0.13
0.10
1
PROT
0.07
-0.41
-0.39
-0.15
0.11
-0.21
0.15
1
SPH
0
0.48
0.40
0.12
0.02
0.21
-0.20
-0.39
1
SSQM
0.02
0.53
0.24
0.02
-0.18
0.05
0.25
-0.01
-0.48
1
STARCH
0.20
0.30
0.32
-0.04
-0.23
0.19
-0.12
-0.62
0.29
0.01
1
TKW
0.25
-0.66
0.14
-0.24
-0.01
-0.13
0.01
0.15
-0.24
-0.43
-0.07
1
TWT
0.04
-0.22
-0.19
-0.28
0.18
-0.31
-0.08
0.25
-0.20
-0.02
-0.25
0.10
1
YLD
0.32
0.36
0.58
0.18
-0.08
0.48
0.13
-0.45
0.33
0.03
0.41
0.11
-0.20
1
FLSG flag leaf stay green; GSQM grains per square meter; GW grain weight; HD heading date; HT plant height; MAT physiological maturity date; NDVI normalized-
difference vegetation index at Zadok’s GS25; PROT wet chemistry-validated whole-grain protein content; SPH seeds per head; SSQM spikes per square meter; STARCH
whole-grain starch content; TKW thousand kernel weight; TWT test weight; YLD grain yield
Correlation significant at the 0.01 level Table 2. Phenotypic correlations among traits calculated using the across-environment genotype BLUPs. FLSG flag leaf stay green; GSQM grains per square meter; GW grain weight; HD heading date; HT plant height; MAT physiological maturity date; NDVI normalized-
difference vegetation index at Zadok’s GS25; PROT wet chemistry-validated whole-grain protein content; SPH seeds per head; SSQM spikes per square meter; STARCH
whole-grain starch content; TKW thousand kernel weight; TWT test weight; YLD grain yield
Correlation significant at the 0.01 level grain protein (negative). The negative correlation between yield and grain protein content has
been well documented in the past (e.g. [69–71]). grain protein (negative). The negative correlation between yield and grain protein content has
been well documented in the past (e.g. [69–71]). Trait heritability and correlations Descriptive Statistics
Generalized Heritability
Raw Plot Values
Spatially-Adjusted Values
Trait a
Units
min
mean
max
SD
14Bb
14War
15Bb
15War
mean
14Bb
14War
15Bb
15War
mean
FLSG
days
21.0
28.7
38.0
2.76
0.26
0.80
0.75
0.55
0.59
0.55
0.83
0.76
0.75
0.72
GSQM
Grains m-2
8460
1.85E+04
3.13E+04
3277
0.62
0.50
0.51
0.58
0.55
0.71
0.51
0.54
0.67
0.61
GW
g dwt m-1 row
47.68
96.64
157.9
16.53
0.19
0.14
0.44
0.05
0.20
0.43
0.16
0.47
0.25
0.33
HD
Julian days (Jan1)
121
128
136
3.21
0.75
0.94
0.95
0.96
0.90
0.82
0.95
0.96
0.97
0.92
HT
cm
59
85
119
9.3
0.85
0.85
0.84
0.86
0.85
0.92
0.88
0.88
0.87
0.89
MAT
Julian days (Jan1)
151
159
171
4.72
0.83
0.87
0.86
0.76
0.83
0.89
0.91
0.89
0.9
0.90
NDVI
-
0.26
0.54
0.75
0.08
0.06
0.39
0.41
0.41
0.32
0.70
0.75
0.68
0.64
0.69
PROT
%
9.67
12.3
16.0
1.01
0.66
0.38
0.63
0.74
0.60
0.67
0.40
0.71
0.78
0.64
SPH
count
8.54
21.9
33.3
3.04
0.86
0.82
0.77
0.81
0.82
0.85
0.82
0.75
0.84
0.82
SSQM
Spikes m-2
459.3
853.0
1485
161.2
0.60
0.62
0.45
0.52
0.55
0.65
0.63
0.50
0.63
0.60
STARCH
%
46.88
52.51
56.49
1.410
0.46
0.71
0.19
0.69
0.51
0.80
0.72
0.73
0.83
0.77
TKW
grams
24.1
34.6
91.6
3.98
0.96
0.97
0.94
0.93
0.95
0.97
0.98
0.69
0.97
0.90
TWT
g L-1
652.6
759.0
810.9
19.70
0.96
0.92
0.91
0.93
0.93
0.98
0.96
0.90
0.95
0.95
YLD
kg ha-1
3579
6627
9053
1027
0.63
0.45
0.73
0.46
0.57
0.84
0.81
0.78
0.81
0.81 zed heritability estimates calculated using raw plot values and spatially-adjusted values. g,
;
,
;
g,
;
,
a FLSG flag leaf stay green; GSQM grains per square meter; GW grain weight; HD heading date; HT plant height; MAT physiological maturity date; NDVI normalized-
difference vegetation index at Zadok’s GS25; PROT wet chemistry-validated whole-grain protein content; SPH seeds per head; SSQM spikes per square meter; STARCH
whole-grain starch content; TKW thousand kernel weight; TWT test weight; YLD grain yield PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 7 / 28 PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 FLSG flag leaf stay green; GSQM grains per square meter; GW grain weight; HD heading date; HT plant height; MAT physiological maturity date; NDVI normalized-
difference vegetation index at Zadok’s GS25; PROT wet chemistry-validated whole-grain protein content; SPH seeds per head; SSQM spikes per square meter; STARCH
whole-grain starch content; TKW thousand kernel weight; TWT test weight; YLD grain yield
Correlation significant at the 0.01 level Polymorphisms of major effect The first and second principal components of the SNP matrix
were plotted against each other, using (A) all SNPs that passed initial filtering parameters, and (B) a thinned subset of
SNPs selected to be in approximate linkage equilibrium, so that no pair of SNPs displayed significant LD (r2 > 0.2). The percent of the total genotypic variance explained is listed on each axis. Genotypes are divided into two groups
based on the presence of absence of the Sr36 stem rust resistance gene and underlying 2G:2B translocation as
determined by KASP assay. https://doi.org/10.1371/journal.pone.0208217.g001 Fig 1. Biplots of genotypic principal components. The first and second principal components of the SNP matrix
were plotted against each other, using (A) all SNPs that passed initial filtering parameters, and (B) a thinned subset of
SNPs selected to be in approximate linkage equilibrium, so that no pair of SNPs displayed significant LD (r2 > 0.2). The percent of the total genotypic variance explained is listed on each axis. Genotypes are divided into two groups
based on the presence of absence of the Sr36 stem rust resistance gene and underlying 2G:2B translocation as
determined by KASP assay. https://doi.org/10.1371/journal.pone.0208217.g001 Fig 1. Biplots of genotypic principal components. The first and second principal component https://doi.org/10.1371/journal.pone.0208217.g001 https://doi.org/10.1371/journal.pone.0208217.g001 PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 Polymorphisms of major effect An estimation of allele effects for the KASP markers assaying genes of known function
revealed that the stem rust resistance gene Sr36 and the sucrose-synthase gene TaSus2-2B pro-
duced many significant differences among genotypes for multiple traits (S3B Table). These
two genes also consistently produced significant differences of similar magnitudes for the
same traits. The presence of the Rht-B1b and Rht-D1b dwarfing alleles produced significant
effects of opposite signs for many traits, including SSQM, TKW, and TWT. Effects were also
of opposite signs for HT and YLD, though in both of these cases the effects of Rht-B1b were
not significant. The Vrn-A1 exon 4 polymorphism and Vrn-B1 polymorphism each exerted
significant effects on six traits, while the Vrn-A1 exon 7 polymorphism produced significant
effects on three traits. However, these polymorphisms occurred at low frequencies (0.14, 0.03,
and 0.07 for Vrn-A1 exon 4, Vrn-A1 exon7, and Vrn-B1 respectively). Of the three Ppd photo-
period response genes assayed, Ppd-D1 produced significant effects on five traits, while also
occurring at a high frequency (0.69), while Ppd-B1 produced significant effects on four traits,
occurring at a lower frequency (0.26). Ppd-A1 occurred at a high frequency, but only produced
a significant effect on the trait GW. Finally, the 1RS:1AL and 1RS:1BL translocations produced
significant effects on five and four traits, respectively, but occurred at relatively low frequencies
of 0.07 and 0.19. Despite these significant effects on phenotype, none of the loci of major effect
assayed with KASP markers were classified as significant in the GWAS. Some potential reasons
for these findings will be discussed below. PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 8 / 28 Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia Fig 1. Biplots of genotypic principal components. The first and second principal components of the SNP matrix
were plotted against each other, using (A) all SNPs that passed initial filtering parameters, and (B) a thinned subset of
SNPs selected to be in approximate linkage equilibrium, so that no pair of SNPs displayed significant LD (r2 > 0.2). The percent of the total genotypic variance explained is listed on each axis. Genotypes are divided into two groups
based on the presence of absence of the Sr36 stem rust resistance gene and underlying 2G:2B translocation as
determined by KASP assay. https://doi.org/10.1371/journal.pone.0208217.g001 Fig 1. Biplots of genotypic principal components. Population structure and linkage disequilibrium Principle component analysis of the processed GBS SNP data revealed substantial admixture
among genotypes, with the first principle component only explaining 7.84% of the total geno-
typic variance (S1 Fig). Lines included in the panel formed two distinct clusters in the biplot of
the first two principle components. These two clusters were largely delineated by the presence
or absence of the 2G:2B translocation as determined by the Sr36 KASP assay (Fig 1A; similar
results for TaSus2-2B not shown). In contrast, neither the 1BL:1RS nor the 1AL:1RS alien
translocations produced any discernable clustering of genotypes (data not shown). When the
SNP data was thinned to remove SNPs in high LD with each other (i.e. limiting the maximum
pairwise LD between SNPs to r2 = 0.2), the population stratifying effects of Sr36 and the under-
lying 2G:2B translocation were removed, and the first principle component explained 3.68% of
variation (Fig 1B). Linkage disequilibrium decay plots demonstrated that LD decayed below significant levels
(r2 < 0.2) at distances of approximately 1Mb (Fig 2). LD decay was highly similar between
chromosomes, with the exception of chromosomes located on the D genome, which exhibited
greater variation in LD decay patterns. This may simply be due to differences in SNP density
among the genomes. As SNP density was much lower in the D genome (S2 Fig), many D
genome chromosomes had far fewer pairs of SNPs in close proximity to each other. This likely
inflated the variance of LD estimates at short distances. The genome-wide FST scan following
the splitting of the overall panel based on the result of the Sr36 KASP assay demonstrated that
the 2G:2B translocation formed a large block of high-FST SNPs spanning almost all of chromo-
some 2B (Fig 3). In addition, an enrichment of high-FST SNPs on chromosomes 2A and 2D
suggested misalignment of SNPs among the group 2 homeologous chromosomes. Further
examination of FST values on chromosome 2B indicated a general linear relationship between
FST and the value of r2 measured against the Sr36 KASP marker for most SNPs, with a minority
of SNPs exhibiting high FST with little or no corresponding LD with the Sr36 KASP marker
(Fig 4A). These SNPs were distributed throughout the chromosome, though SNP density PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 9 / 28 Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia Fig 2. Population structure and linkage disequilibrium Linkage disequilibrium by genome and chromosome. LOESS regressions of mean r2 between pairs of SNPs vs. physical distance, pooled for each genome (top
row), and for each of the seven chromosomes present in the A, B, and D genomes (bottom row). https://doi.org/10.1371/journal.pone.0208217.g002 Fig 2. Linkage disequilibrium by genome and chromosome. LOESS regressions of mean r2 between pairs of SNPs vs. physical distance, pooled for each genome (top
row), and for each of the seven chromosomes present in the A, B, and D genomes (bottom row). nome and chromosome. LOESS regressions of mean r2 between pairs of SNPs vs. physical distance, pooled for each genome (t
osomes present in the A, B, and D genomes (bottom row). Fig 2. Linkage disequilibrium by genome and chromosome. LOESS regressions of mean r2 between pairs of SNPs vs. physical distance, pooled for each genome (top
row), and for each of the seven chromosomes present in the A, B, and D genomes (bottom row). https://doi.org/10.1371/journal.pone.0208217.g002 https://doi.org/10.1371/journal.pone.0208217.g002 tended to be higher in telomeric regions. In addition, SNPs with T. timopheevi private alleles
were far more abundant than SNPs with shared alleles. (Fig 4B). PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 Genome-wide association studies In general, the single-locus model implemented in GCTA identified far fewer significant
MTAs than FarmCPU. In total, GCTA identified 44 significant MTAs at the 0.05 FDR signifi-
cance threshold. However, many of these were located within high-LD blocks and, therefore,
clustered at the same putative underlying QTLs. Discounting those SNPs believed to co-local-
ize to identical QTLs yielded nine unique MTAs for HD, MAT, SSQM, TKW, and TWT
(Table 3). One SNP, located at 58,633,321bp on chromosome 7D, was pleiotropic for the traits
HD and MAT, and hence the nine significant MTAs represented eight putative QTLs. In con-
trast, FarmCPU identified 108 MTAs at the same significance threshold. Removing those
SNPs with RMIPs below 0.1 yielded a total of 74 significant MTAs for the traits FLSG, GSQM,
GW, HD, HT, MAT, NDVI, PROT, SPH, SSQM, STARCH, TKW, TWT, and YLD (Table 4). After filtering by the RMIP threshold, the remaining significant FarmCPU MTAs exhibited an
approximate uniform distribution for RMIP values. A significant MTA affecting the trait
TWT located on the long arm of 6A had the highest RMIP value of 0.99. Since FarmCPU fits
significant MTAs as covariates based partially upon LD estimates, the MTAs identified by this
model for a given trait all reside within different putative QTLs. However, several MTAs did PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 10 / 28 PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia Fig 3. Genome-wide FST scan. FST values were estimated for each SNP in the A genome (top row), B genome (middle row), and D genome (bottom row). The dashed
line signifies the 99th percentile of FST values for all SNPs. https://doi.org/10.1371/journal.pone.0208217.g003 Fig 3. Genome-wide FST scan. FST values were estimated for each SNP in the A genome (top row), B genome (middle row), and D genome (bottom row). The dashed
line signifies the 99th percentile of FST values for all SNPs. lues were estimated for each SNP in the A genome (top row), B genome (middle row), and D genome (bottom row). The dash
values for all SNPs. Fig 3. Genome-wide FST scan. FST values were estimated for each SNP in the A genome (top row), B genome (middle row), and D genome (bottom row). The dashed
line signifies the 99th percentile of FST values for all SNPs. https://doi.org/10.1371/journal.pone.0208217.g003 Fig 4. Triticum timopheevi private and shared alleles on chromosome 2B. (A) FST plotted against r2 with the KASP
Sr36 assay for all SNPs on chromosome 2B. Two clusters of SNPs were manually differentiated—those with putative
Triticum timopheevi private alleles for which FST and r2 values show a general linear relationship (blue), and those with
putative Triticum timopheevi/Triticum aestivum shared alleles for which FST shows no relationship with r2 (red). Horizontal dashed line represents the 99th percentile of genome-wide FST values, excluding SNPs on chromosomes 2A,
2B, and 2D. (B) Density plots of both classes of SNPs across chromosome 2B. https://doi.org/10.1371/journal.pone.0208217.g004 Fig 4. Triticum timopheevi private and shared alleles on chromosome 2B. (A) FST plotted against r2 with the KASP
Sr36 assay for all SNPs on chromosome 2B. Two clusters of SNPs were manually differentiated—those with putative
Triticum timopheevi private alleles for which FST and r2 values show a general linear relationship (blue), and those with
putative Triticum timopheevi/Triticum aestivum shared alleles for which FST shows no relationship with r2 (red). Horizontal dashed line represents the 99th percentile of genome-wide FST values, excluding SNPs on chromosomes 2A,
2B, and 2D. (B) Density plots of both classes of SNPs across chromosome 2B. Fig 4. Triticum timopheevi private and shared alleles on chromosome 2B. (A) FST plotted against r2 with the KASP
Sr36 assay for all SNPs on chromosome 2B. Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia Table 3. Significant marker-trait associations identified by the GCTA leave-one-chromosome-out method. Traita
Chr
Posb
cMc
Alleles
MAF
P-value
Effect
Units
References
HD
1B
50989662
52.8
G\A
0.29
1.00E-06
0.533
Julian days
[72,73]
HD
6A
150099119
109.5
A\T
0.17
1.52E-05
-0.507
Julian days
[72]
HD
6A
542256574
128.5
T\C
0.34
3.39E-05
-0.417
Julian days
[74,75]
HD
7D
58633321A
84.6
A\G
0.33
3.70E-10
-0.634
Julian days
MAT
2B
3266917
0
C\A
0.15
2.35E-05
-0.527
Julian days
MAT
7D
58633321A
84.6
A\G
0.33
5.71E-07
-0.495
Julian days
SSQM
3A
6788503
12.5
C\T
0.46
1.56E-06
16.0
Spikes m-2
TKW
1A
40498783
68.0
G\T
0.09
1.62E-06
1.25
grams
[75,76]
TWT
1A
583992305
218.8
T\C
0.23
9.33E-07
-3.39
g L-1 Table 3. Significant marker-trait associations identified by the GCTA leave-one-chromosome-out method. Chr chromosome; Pos physical position; cM genetic position in centiMorgans; Alleles major allele listed first, minor allele second, favorable allele (if any) underline
MAF minor allele frequency; Effect mean difference in trait value caused by substituting minor allele for major allele
a HD heading date; MAT physiological maturity date; SSQM spikes per square meter; TKW thousand-kernel weight; TWT test weight
b Superscript letters indicate QTLs with pleiotropic effects
c Genetic position estimated from synthetic W7894 × Opata M85 GBS genetic map aligned to Chinese Spring IWGSC RefSeq v1.0 wheat reference sequence
https //doi org/10 1371/jo rnal pone 0208217 t003 Chr chromosome; Pos physical position; cM genetic position in centiMorgans; Alleles major allele listed first, minor allele second, favorable allele (if any) underlined;
MAF minor allele frequency; Effect mean difference in trait value caused by substituting minor allele for major allele a HD heading date; MAT physiological maturity date; SSQM spikes per square meter; TKW thousand-kernel weight; TWT test weight
b Superscript letters indicate QTLs with pleiotropic effects p
p
Q
p
p
c Genetic position estimated from synthetic W7894 × Opata M85 GBS genetic map aligned to Chinese Spring IWGSC RefSeq v1.0 wheat reference sequence occur for different traits associated with the same SNP, or else clustered in high-LD regions
with pleiotropic effects, and hence the 74 total MTAs are represented by 67 putative QTLs,
with five QTLs affecting multiple traits. Of the eight putative QTLs identified by GCTA, four
were also identified by FarmCPU. Two clusters of SNPs were manually differentiated—those with putative
Triticum timopheevi private alleles for which FST and r2 values show a general linear relationship (blue), and those with
putative Triticum timopheevi/Triticum aestivum shared alleles for which FST shows no relationship with r2 (red). Horizontal dashed line represents the 99th percentile of genome-wide FST values, excluding SNPs on chromosomes 2A,
2B, and 2D. (B) Density plots of both classes of SNPs across chromosome 2B. 11 / 28 PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 https://doi.org/10.1371/journal.pone.0208217.t003 PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 q
y;
y
g
j
a HD heading date; MAT physiological maturity date; SSQM spikes per square meter; TKW thousand-kernel weight; TWT test weight
b Superscript letters indicate QTLs with pleiotropic effects Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia Table 4. Significant marker-trait associations identified by the FarmCPU algorithm. Examination of the Manhattan plots and uniform quantile-
quantile plots of the p-values produced by the single-locus model (S1 File) and FarmCPU (S2
File) demonstrated adequate control of p-value inflation for most traits, with FarmCPU prop-
erly detecting and correcting for LD between SNPs co-located on QTLs. MTAs identified by GCTA and FarmCPU were distributed sparsely among traits and chro-
mosomes (Fig 5). The 1D, 3D, 4B, and 5D chromosomes did not contain significant MTAs for
any trait. Chromosomes with high numbers of identified MTAs included: 1A, with two and
nine MTAs identified by GCTA and FarmCPU, respectively; 6A, with two and six MTAs iden-
tified by GCTA and FarmCPU; 7A, with nine MTAs identified by FarmCPU; and 7D, with
two and seven MTAs identified by GCTA and FarmCPU. Traits with high numbers of MTAs
identified included: FLSG, with seven MTAs identified by FarmCPU; HD, with four and seven
MTAs identified by GCTA and FarmCPU respectively; and TKW, with one and nine MTAs
identified by GCTA and FarmCPU. The trait with the lowest number of identified MTAs was
NDVI, with two MTAs identified by FarmCPU. We attempted to compare our results against
those of recent GWAS studies performed in wheat (references column in Tables 3 and 4). However, the lack of a reference genome in previous studies means that QTLs can only be
compared based upon genetic positions. The use of multiple marker types and genetic maps
across studies makes comparisons of QTLs difficult; while we were able to compare results
based on approximate genetic positions, the evidence of prior discovery in Tables 3 and 4
should be regarded as tenuous. Nevertheless, after surveying past GWAS studies of yield, yield
components, and phenological traits, we categorized 4 (44%) of the MTAs detected by GCTA
and 20 (26%) of the MTAs detected by FarmCPU as previously-discovered. The traits with the
most previously-identified MTAs were HD, MAT, HT, and TKW; the individual MTA that
was most consistently identified in prior studies was located at 44,983,849bp (79.0cM) on
chromosome 2B, affecting the trait TKW. PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 12 / 28 Traita
Chr
Posb
cMc
Alleles
MAF
P-value
Effect
Units
RMIP
References
FLSG
2A
664114222
101.7
G\C
0.26
4.30E-06
0.198
days
0.12
FLSG
3A
660434027
145.9
T\C
0.07
6.09E-09
0.553
days
0.61
FLSG
4D
389572522
82.9
G\A
0.12
3.37E-07
-0.278
days
0.19
FLSG
6A
13888173
26.4
A\C
0.06
3.16E-07
0.487
days
0.33
FLSG
7A
727690323
222.7
G\A
0.16
3.65E-06
-0.217
days
0.14
FLSG
7B
59821499
61.8
C\T
0.37
3.84E-07
0.229
days
0.12
FLSG
7B
64138826
62.4
A\G
0.17
7.28E-06
0.235
days
0.37
GSQM
1A
103223278
85.0
A\T
0.43
1.25E-08
-309
Grains m-2
0.37
GSQM
5B
396479359
104.4
C\T
0.46
5.71E-06
-246
Grains m-2
0.14
GSQM
7A
673460466A
151.6
C\T
0.46
1.89E-07
256
Grains m-2
0.72
GSQM
7B
444463299B
82.4
A\G
0.06
2.03E-06
-650
Grains m-2
0.25
GSQM
7D
117245582
131.0
T\G
0.08
3.38E-06
450
Grains m-2
0.17
GW
2A
768420387
162.2
G\C
0.38
9.84E-06
0.467
g dwt m-1 row
0.22
GW
3A
704973519
192.7
A\G
0.12
4.29E-06
0.441
g dwt m-1 row
0.16
GW
5B
34551165
61.2
C\T
0.38
7.62E-08
-0.494
g dwt m-1 row
0.31
GW
7A
55399749
61.5
A\G
0.17
8.56E-08
0.651
g dwt m-1 row
0.23
HD
1B
50989662
52.8
A\G
0.29
1.04E-09
0.438
Julian days
0.31
[72,73]
HD
2D
35084672
46.8
G\A
0.12
1.30E-07
-0.415
Julian days
0.66
HD
5B
710175294
312.9
A\C
0.05
9.92E-07
0.797
Julian days
0.16
HD
6A
449693253C
112.4
C\T
0.34
2.01E-06
0.317
Julian days
0.58
[72]
HD
7B
97678492
65.4
G\A
0.05
1.43E-06
-0.862
Julian days
0.38
[30]
HD
7D
58633321D
84.6
A\G
0.32
3.00E-13
-0.517
Julian days
0.78
[72]
HD
7D
553154931
173.3
C\T
0.4
1.57E-06
-0.314
Julian days
0.22
[73]
HT
1A
13666754
29.4
T\G
0.06
4.91E-08
-1.83
cm
0.38
[77]
HT
2A
764324892
158.4
T\A
0.22
5.36E-06
-1.05
cm
0.40
[78]
HT
2D
181663205
100.4
C\A
0.49
1.13E-07
2.21
cm
0.58
HT
6B
706327428
160.6
A\G
0.07
5.73E-07
1.53
cm
0.31
[78]
MAT
2A
7231537
3.0
G\C
0.4
2.92E-10
0.460
Julian days
0.36
MAT
2B
4475209
1.8
T\A
0.48
3.55E-08
-0.315
Julian days
0.25
MAT
3B
737436815
178.2
G\A
0.38
2.77E-09
-0.380
Julian days
0.73
MAT
7B
232267370
75.5
G\A
0.11
3.52E-07
-0.486
Julian days
0.17
MAT
7D
58633321D
84.6
A\G
0.32
1.27E-07
-0.364
Julian days
0.47
[72]
NDVI
1A
251018060
88.4
C\T
0.07
8.85E-07
-0.00799
-
0.79
NDVI
7A
127596189
104.1
T\C
0.11
7.94E-08
-0.00481
-
0.11
PROT
1A
465502281
103.5
A\G
0.36
1.13E-06
0.0641
%
0.31
PROT
5A
594957276
119.2
A\G
0.11
1.13E-06
0.109
%
0.14
PROT
6A
72549494
92.2
G\A
0.34
3.83E-07
-0.0932
%
0.21
PROT
7A
169622110
111.9
C\A
0.07
8.50E-06
-0.114
%
0.12
SPH
1A
52268667E
75.1
G\A
0.2
4.53E-06
-0.449
count
0.31
SPH
1A
507879685
130.6
G\A
0.1
2.33E-06
0.571
count
0.20
SPH
3B
189122341
118.9
T\A
0.07
1.18E-05
0.715
count
0.34
[79]
SPH
4A
672693794
151.3
A\C
0.22
8.87E-14
-0.830
count
0.32
SPH
4D
217349774
81.6
T\G
0.06
3.67E-09
-1.05
count
0.68
SPH
5B
617822981
227.0
C\A
0.22
9.20E-11
-0.917
count
0.52
SPH
7A
672644138A
151.0
A\G
0.4
9.39E-09
-0.476
count
0.96
[80]
SSQM
1A
49502948E
73.8
T\C
0.11
4.33E-12
27.2
Spikes m-2
0.56
(Continued) Table 4. (Continued)
Traita
Chr
Posb
cMc
Alleles
MAF
P-value
Effect
Units
RMIP
References
SSQM
1A
372638734
92.9
T\C
0.07
7.38E-11
29.1
Spikes m-2
0.54
[73]
SSQM
2A
40249083
50.0
A\T
0.06
4.07E-07
31.3
Spikes m-2
0.18
SSQM
3A
6788503
12.5
T\C
0.46
4.25E-11
15.8
Spikes m-2
0.35
SSQM
6A
466270386C
112.9
G\A
0.34
9.45E-06
-11.9
Spikes m-2
0.29
SSQM
7D
216134381
148.1
A\C
0.07
2.90E-06
-20.1
Spikes m-2
0.11
STARCH
1B
39382550
47.3
G\A
0.22
3.05E-07
-0.139
%
0.72
STARCH
2A
620961503
93.1
G\A
0.05
7.61E-06
-0.188
%
0.25
STARCH
2D
633668158
151.2
G\T
0.07
7.23E-07
0.177
%
0.22
STARCH
4A
122852500
59.0
A\G
0.05
1.43E-07
-0.241
%
0.31
STARCH
4A
581248758
94.3
G\A
0.05
9.61E-09
-0.315
%
0.31
STARCH
7A
196456932
113.6
T\G
0.05
6.42E-06
-0.185
%
0.59
TKW
2A
740238876
138.6
C\T
0.37
1.25E-05
0.513
grams
0.25
[81–84]
TKW
2B
44983849
79.0
A\G
0.38
2.97E-07
-0.770
grams
0.12
[28,77,84,85]
TKW
4A
379041624
64.6
A\C
0.06
1.23E-05
-1.17
grams
0.44
[85,86]
TKW
6A
617591341
215.2
G\T
0.21
1.43E-08
0.703
grams
0.84
TKW
6B
687528310
133.5
C\G
0.48
3.45E-06
-0.562
grams
0.36
TKW
6D
467652883
184.8
C\T
0.33
1.19E-07
0.773
grams
0.95
TKW
7A
672856129A
151.2
C\T
0.46
1.83E-07
-0.542
grams
0.36
[80]
TKW
7B
444463299B
82.4
A\G
0.06
5.85E-07
1.46
grams
0.51
[28]
TKW
7D
197300822
147.6
G\T
0.09
1.33E-06
0.772
grams
0.33
[28]
TWT
1A
583992305
218.8
C\T
0.23
1.69E-08
-2.67
g L-1
0.89
TWT
3A
477707675
104.2
A\G
0.05
3.65E-08
-5.40
g L-1
0.56
TWT
6A
614373502
208.5
A\G
0.34
6.58E-12
-3.14
g L-1
0.99
TWT
6B
12668423
8.5
G\A
0.34
2.81E-08
2.77
g L-1
0.42
YLD
2B
4638412
2.2
G\A
0.08
9.69E-06
118
kg ha-1
0.18
YLD
6A
355929298
111.9
G\C
0.08
1.36E-06
-110
kg ha-1
0.38
YLD
6B
656280645
110.7
C\T
0.14
9.23E-06
-75.7
kg ha-1
0.50
[80]
YLD
7A
30243496
32.8
C\T
0.28
2.96E-07
-66.9
kg ha-1
0.29
[81,84]
YLD
7D
66984783
93.8
C\A
0.31
6.41E-08
67.4
kg ha-1
0.71 Chr chromosome; Pos physical position; cM genetic position in centiMorgans; Alleles major allele listed first, minor allele second, favorable allele (if any) highlighted in
bold; MAF minor allele frequency; Effect mean difference in trait value caused by substituting minor allele for major allele; RMIP resampling model inclusion
probability probability
a FLSG flag leaf stay green; GSQM grains per square meter; GW grain weight; HD heading date; HT plant height; MAT physiological maturity date; NDVI normalized-
difference vegetation index at Zadok’s GS25; PROT whole-grain protein content; SPH seeds per head; SSQM spikes per square meter; STARCH whole-grain starch
content; TKW thousand kernel weight; TWT test weight; YLD grain yield
b Superscript letters indicate QTLs with pleiotropic effects
c Genetic position estimated from synthetic W7894 × Opata M85 GBS genetic map aligned to Chinese Spring IWGSC RefSeq v1.0 wheat reference sequence Significant marker-trait associations identified by the FarmCPU algorithm. PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 13 / 28 Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia Table 4. Chr chromosome; Pos physical position; cM genetic position in centiMorgans; Alleles major allele listed first, minor allele second, favorable allele (if any) highlighted in
bold; MAF minor allele frequency; Effect mean difference in trait value caused by substituting minor allele for major allele; RMIP resampling model inclusion MTA haplotypes and translation effects The GCTA and FarmCPU analyses identified a total of 77 significant MTAs, 35 of which were
located on haplotype blocks containing two or more SNPs (S4A Table). One haplotype block
spanning a 2Mb segment on chromosome 7A contained three significant MTAs located at
672,644,138bp, 672,856,129bp, and 673,460,466bp. The set of SNPs involved in MTAs over-
lapped 48 genes encoding 68 transcripts, and produced a total of 109 predicted transcriptional PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 14 / 28 Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia Fig 5. Distribution of MTAs across traits and chromosomes. The number of MTAs detected by the GCTA single-
locus model (preceding slashes) and by the FarmCPU model (following slashes) are summed for each trait/
chromosome combination. Grey shading indicates that no MTAs were found for that particular trait/chromosome
combination. Red shading is proportional to the total number of MTAs detected by both models. Marginal totals of
MTAs are displayed for each trait and chromosome, with the grand total displayed in the lower right cell. https://doi.org/10.1371/journal.pone.0208217.g005 Fig 5. Distribution of MTAs across traits and chromosomes. The number of MTAs detected by the GCTA single-
locus model (preceding slashes) and by the FarmCPU model (following slashes) are summed for each trait/
chromosome combination. Grey shading indicates that no MTAs were found for that particular trait/chromosome
combination. Red shading is proportional to the total number of MTAs detected by both models. Marginal totals of
MTAs are displayed for each trait and chromosome, with the grand total displayed in the lower right cell. https://doi.org/10.1371/journal.pone.0208217.g005 https://doi.org/10.1371/journal.pone.0208217.g005 consequences due to alternative splicing (S4C Table). The most severe predicted consequences
were isolated and compiled for each SNP. A total of 56 of the SNPs involved in significant
MTAs (73%) were intergenic, and of these intergenic SNPs, 15 were labeled as upstream or
downstream proximal variants (i.e. within 5Kb of the start or end of a gene). The remaining 21
SNPs (27%) were located within genes, with 11 of these occurring in introns, one occurring in
a 5’ untranslated region, two occurring in 3’ untranslated regions, and the remaining seven
causing missense mutations within exons. MTA haplotypes and translation effects Putative functions for genes containing SNPs caus-
ing missense substitutions include a disease resistance protein, a RNA binding protein, a ubi-
quitin-family protein, a chloroplast membrane translocase, an aspartyl protease family protein,
a glutamate receptor, and a Myb transcription factor. In addition, a total of 155 wheat genes of
known function were located within the empirically-derived 1Mb radius of significant LD sur-
rounding the set of significant MTAs (S4D Table). Discussion These MTAs were also not
present in the FarmCPU results which were discarded due to low RMIP values, suggesting the
possibility of false negatives in the set of significant MTAs returned by FarmCPU. While
FarmCPU did indeed identify many more significant MTAs than the GCTA mixed linear
model, its methodology is more complex and less transparent to the user, and hence we still
recommend using a single-locus mixed linear model, or perhaps a simpler multi-locus mixed
model [18] to compare results. In the present study, many previously-characterized loci of agronomic importance interro-
gated with KASP-SNP assays had significant effects on multiple traits (S3B Table). Loci that
significantly affected many traits included the Sr36 stem rust resistance gene and the TaSus2-
2B sucrose synthase gene (both assaying the presence/absence of the 2G:2B T. timopheevi
translocation), the 1AL:1RS and 1BL:1RS translocations, the Ppd-B1 and Ppd-D1 photosensi-
tivity genes, the Rht-B1 and Rht-D1 dwarfing genes, and polymorphisms within the Vrn-A1
vernalization gene. However, despite their significant effects on many traits, the KASP assays
for these loci were not among the significant MTAs identified in the current study. Some
potential explanations for these results are presented below. The two Rht dwarfing genes Rht-B1b and Rht-D1b mostly occurred in repulsion within the
testing panel. Of the 322 lines included in the panel, 22 had neither the Rht-B1b nor the Rht-
D1b dwarfing alleles, one line was heterozygous for both alleles, and one line was homozygous
for both alleles, with the rest being homozygous for either one dwarfing allele or the other. Note that lines lacking both Rht-B1b and Rht-D1b may contain other dwarfing genes which
were not assayed in this study. At face value, this high degree of repulsion led to the somewhat
odd finding that the presence of the Rht-B1b allele increased height and decreased yield when
allelic effects were calculated for each of the KASP assays individually. A subsequent ANOVA
pooling together the two dwarfing alleles revealed that at an alpha level of 0.05, lines with either
Rht-B1b or Rht-D1b were significantly shorter and yielded significantly higher than lines that
were wild-type for both genes. Yield was significantly higher for lines with only Rht-D1b vs. those with only Rht-B1b, though height was not significantly different between lines with these
dwarfing genes. (These analyses excluded lines that were heterozygous for either allele, and the
single line that was homozygous for both alleles). Discussion The current study demonstrates that the recent availability of the wheat reference genome will
greatly facilitate reliable QTL curation and comparisons between studies. The ability to
describe MTAs in terms of both physical and genetic positions removes much of the ambiguity
associated with earlier studies which relied solely on genetic positions to describe QTLs. The
availability of a reference genome also enables more accurate QTL and haplotype boundary
delineation and comparative genomics analyses. We were able to use positional information
both to identify GBS SNPs that could potentially be used as substitutes for existing KASP SNP
assays, and to identify candidate genes located near significant MTAs. Although it was difficult PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 15 / 28 Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia to compare the QTLs we identified with those discovered in previous studies, we do believe
that many of the QTLs we detected were previously-characterized. These QTLs mainly affected
HD, MAT, HT, and TKW, perhaps reflecting the relative ease of measurement for these traits,
and the very low measurement error inherent to TKW. This study evaluated both a traditional mixed linear model and the more-recently devel-
oped FarmCPU algorithm for performing GWAS. While a thorough comparison of these two
methods is beyond the scope of this article, some general recommendations will be discussed. The authors of FarmCPU suggested that it can increase the power to detect causative geno-
type-phenotype associations over traditional mixed linear model methods while limiting the
false-discovery rate and type I error rate [21]. A subsequent study compared single-locus
mixed linear models, FarmCPU and the BayesCπ Bayesian model developed by Habier et al. [87], and found that all three offered comparable power for simple traits controlled by a few
QTL, with FarmCPU offering enhanced power for moderately complex traits, and BayesCπ
exhibiting the highest power for complex, highly polygenic traits [88]. Based upon our experiences, we recommend exercising some caution when using Farm-
CPU. Our experiences support the practice of bootstrapping of results if computational
resources allow; out of 108 total MTAs identified by FarmCPU, 34 (31.5%) had RMIP values
below our selected threshold of 10%. Additionally, the traditional mixed linear model identi-
fied four significant MTAs which were not identified by FarmCPU. PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 Discussion This perhaps serves as a good reminder of
how population-specific epistasis can prevent the accurate estimation of many allele effects. PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 16 / 28 Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia While multi-locus GWAS models may partially ameliorate these problems in some cases, the
careful choice of experimental design, such as the use of nested association mapping panels
[89], is likely a better solution. In the present study, both the Sr36 and TaSus2-2B genes were highly confounded with the
testing panel’s population structure. A SNP located at 44,983,849bp on chromosome 2B was in
moderate LD with both Sr36 and TaSus2-2B (r2 = 0.24), and had the expected significant
impact on TKW, given the known effects that TaSus2-2B exerts on kernel weight [13]. The
2G:2B translocation from T. timopheevi on which the Sr36 gene resides introduced a large
alien haplotype into the panel germplasm. Cavanagh et al. [90] found that Sr36 was associated
with a large segment of segregation distortion on chromosome 2B in seven different mapping
populations. In the present study, splitting the population by the presence or absence of the
Sr36 gene and subsequently performing a genome-wide FST scan (Fig 3) revealed a large high-
LD block spanning most of chromosome 2B, containing many SNPs which could almost per-
fectly differentiate between lines with and without the 2G:2B translocation. In addition, an
enrichment in high-FST SNPs was observed on chromosomes 2A and 2D, likely due to SNP
misalignments between chromosomes within this homeologous group. On chromosome 2B,
there was a general positive linear trend between a SNP’s FST score and its LD with the Sr36
KASP marker. This was as expected, as the presence or absence of this marker was used to par-
tition the subpopulations. However, a smaller subset of SNPs simultaneously exhibited high
FST and an r2 value with the KASP Sr36 assay that approached zero. These SNPs were distrib-
uted throughout the translocation (Fig 4). It is likely that SNPs with a high FST value that are
also in high LD with the Sr36 KASP marker share a common private haplotype allele inherited
from T. timopheevi, while those with a high FST are in low LD with the Sr36 KASP assay repre-
sent a set of SNPs with shared alleles between T. aestivum and T. timopheevi, where recombi-
nation rates are higher. PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 Discussion This
high LD suggests that these GBS markers, or others in close proximity, could be used as suit-
able indicators for the 1AL:1RS and 1BL:1RS translocations. Although further validation is
required, ideally GBS markers, individually or in groups, could be used to ascertain the pres-
ence or absence of these translocations without necessitating the use of the additional stand-
alone assays that are currently performed. The effects of previously-characterized genes affecting phenological traits were likewise
insignificant in the GWAS, likely due to a variety of factors. Polymorphisms of Vrn-A1 exon 7
and Vrn-B1 occurred at low frequencies of 0.03 and 0.07 within the testing panel, respectively,
most likely precluding their detection in the GWAS. The Vrn-A1 exon 4 SNP had a higher
minor allele frequency of 0.14, and was in moderate LD (r2 = 0.29) with one GBS SNP located
at 594,957,276bp on chromosome 5A. The Vrn-A1 KASP assays used in this study may simply
have not been predictive enough to adequately distinguish among different vernalization
alleles present at the Vrn-A1 locus. The Ppd loci were likewise never identified as significant,
most likely due to masking from the predominance of long-vernalizing genotypes in the panel. However, a BLAST analysis indicated that the GBS SNP located at 35,084,672bp on chromo-
some 2D, which FarmCPU identified as significant for the trait HD, was located within
approximately 1Mb of Ppd-D1. As previously mentioned, there was evidence for pleiotropic effects involving multiple
SNPs and traits in both the GCTA and FarmCPU results (Tables 3 and 4). The sole region of
pleiotropic effect identified by GCTA was a QTL located at approximately 58.5Mb (84.6 cM)
on chromosome 7D, affecting the phenological traits HD and MAT. The haplotype block anal-
ysis indicated that this QTL spanned a region of roughly 1.5Mb. This QTL was also identified
by FarmCPU, and was one of the more consistently significant QTLs identified, with a RMIP
value of 0.78. Many of the other pleiotropic QTLs identified by FarmCPU demonstrated trait
compensation effects relating to grain number and grain weight. For example, the minor allele
of a QTL located at approximately 444Mb (82.4cM) on chromosome 7B produced an increase
in TKW and a decrease in GSQM, while the minor allele of a QTL at approximately 50Mb
(75cM) on chromosome 1A produced an increase in SSQM, but a slight decrease in SPH. Discussion Despite the effects of the 2G:2B translocation in the current study,
population structure was generally subdued, as evidenced by principal component plots of the
LD-thinned dataset, where the first principal component explained only 3.68% of total varia-
tion (Fig 1B). This finding is in line with those of previous studies examining population struc-
ture in elite European winter wheat germplasm [91,92]. This suggests extensive past admixture
among the lines included in the population, which is as expected given the frequent germplasm
exchanges that are typical of public small grains breeding programs. A previous report by Sukumaran et al. [31] found much more pronounced population
structure effects due to rye translocations, using a panel of elite spring germplasm which clus-
tered into two distinct sub-populations explained by the presence or absence of the 1BL:1RS
translocation. In addition, Sukumaran et al. found that the 1BL:1RS translocation explained
significant differences among the two subpopulations for most of the traits included in their
study (e.g. grain yield, grain number, grain weight, plant height, and several phenological
traits). The 1AL:1RS and 1BL:1RS translocations have been associated with desirable disease
and insect resistance traits, as well as drought and general environmental stress resistance. However, the 1BL:1RS translocation has been associated with lateness, and effects on yield due
to these translocations may be manifested depending upon environment and genetic back-
ground [93–95]. While both the 1AL:1RS and 1BL:1RS translocations did produce significant
differences for many traits in this study (S3B Table), their contributions to population struc-
ture were not noticeable in comparison to the effects of the 2G:2B translocation (data not
shown). In addition, the indicator KASP markers for these translocations did not produce sig-
nificant p-values in either the GCTA or FarmCPU GWAS. The 1AL:1RS translocation
occurred at a very low frequency (0.07) within the tested germplasm, while the 1BL:1RS trans-
location occurred at a frequency of 0.19. In the study of Sukumaran et al. [31], the 1BL:1RS
translocation occurred at a frequency of 0.39. In the present study, the KASP markers for PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 17 / 28 Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia 1AL:1RS and 1BL:1RS were in high LD (r2 approximately 0.8) with the SNPs located at
103,223,278bp on chromosome 1A and 39,382,550bp on chromosome 1B respectively. PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 Discussion The
minor allele of a QTL on chromosome 7A at approximately 673Mb (151cM) caused a decrease
in TKW, and an increase in GSQM. It also apparently produced slight decrease in SPH, though
the effects of this locus will be discussed in greater detail below. Finally, a large region on chro-
mosome 6A affected the relatively uncorrelated traits HD and SSQM. It is not clear whether
this region is being affected by long-range LD, or simply physical linkage, as the distance
between the two MTAs involved is approximately 16.5Mb. A simple pairwise LD analysis indi-
cated that these SNPs were in moderate LD with each other, though the haplotype block analy-
sis placed them in separate haplotypes. Due to the large number of significant findings, we limit further discussion of the GWAS
results to several MTAs in close proximity to plausible candidate genes (S5 Table). The previ-
ously-mentioned pleiotropic region on chromosome 7A affecting the traits TKW, SPH, and
GSQM spanned a distance of approximately 1.5Mb, containing three MTAs. FarmCPU identi-
fied one significant SNP within this haplotype with a RMIP value of 0.96. The 7A pleiotropic
region contains a total of 22 genes, only three of which have listed functions in UniProt. How-
ever, the IWGSC’s automated gene functional annotation process [34,96] had previously iden-
tified one gene within this haplotype as a likely ortholog of the aberrant panicle organization 1
(APO1) protein, which plays an important role in panicle architecture and development in rice
(Oryza sativa L.). The loss of function of APO1 results in rice plants which produce small pani-
cles with a lower number of inflorescence branches and spikelets [97]. The minor alleles for PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 18 / 28 Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia two of the MTAs in this region decreased TKW and increased GSQM. We also found that the
minor allele of the third MTA in this region decreased SPH, which was against expectation. However, the high MAF of all three MTAs within this QTL (0.4 and 0.46) suggested the possi-
bility that at least one was actually in trans linkage with the other two. Upon closer inspection
of the SNP data, we discovered that this was indeed the case, with the SNP associated with
SPH in trans configuration with the others. Discussion Therefore, we detected two primary haplotypes
present at this QTL with frequencies close to 0.5: one increasing GSQM and SPH while
decreasing TKW, and the other with the opposite effect. The MTAs for SPH and TKW are not
in perfect LD; a total of 40 lines (12.4%) exhibited recombination between these SNPs. The
SNP associated with TKW within the 7A QTL is predicted to cause a missense protein transla-
tion effect within an aspartyl protease family protein, though it is not known whether this is
relevant to the QTL’s phenotypic effects. The fact that FarmCPU fit different covariates for dif-
ferent traits within this region raises the possibility that this QTL’s effects could be due to mul-
tiple candidate genes, rather than a single gene such as APO1 exhibiting pleiotropic effects. However, we cannot at this time test this hypothesis. Chromosome 7B also contained a large number of putative candidate genes for multiple
traits. A pectin esterase was located in close proximity (67Kb) with a MTA affecting FLSG
located at 64Mb (62.4cM). Due to the ubiquity of pectin within plant cell walls, pectin esterases
have been associated with a wide range of cellular processes (reviewed in [98]). Notably, pectin
esterases have been found to play a role in fruit maturation in heat-stressed tomato plants [99],
as well as the initiation of flowering in day lilies [100]. Another MTA on 7B located at 97Mb
(65.4cM), affecting the trait HD, was within 485Kb of a MYB transcription factor. The MYB
family of proteins function in a wide number of signal transduction pathways in plants. Gib-
berellin-interacting MYB factors (GAMYBs) were first identified in barley (Hordeum vulgare
L.), inducing the activation of alpha-amylase in the aleurone tissue of grains [101]. GAMYB
factors were subsequently identified in wheat [102]. Currently, GAMYB factors have been
putatively implicated in contributing to flowering initiation, though their role in this process is
not well understood. Gocal et al. [103] suggested that a GAMYB protein in the grass species
Lolium temulentum L. was an important component in signaling pathways for flower develop-
ment. However, Kaneko et al. [104] later found that while rice GAMYBs were important in
normal flower organ development, knockout mutants did not display any differences from
wild-type plants in the timing of flower development. Therefore, while GAMYB factors may
play a role in wheat floral development, their exact function in this process remains unknown. PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 Discussion A pleiotropic SNP located at approximately 444Mb (82.4cM) on chromosome 7B exerted large
effects on the traits GSQM and TKW, and was intronic within an ortholog of an intracellular
protein transporter identified in Medicago truncatula Gaertn. While this SNP is not associated
with a haplotype block, it is located 170Kb from a glycosyltransferase gene. The glycosyltrans-
ferases are a superfamily consisting of thousands of identified proteins. Notably, multiple fami-
lies of glycosyltransferases have been associated with grain development in wheat [105]. On chromosome 7D, a SNP located at approximately 59Mb (84.6cM) was identified by
both the single-locus and FarmCPU models, produced pleiotropic effects for both HD and
MAT, had a large effect size magnitude of approximately 0.5 days, and produced a RMIP value
of 0.78 for HD. Due to its exertion of effects with the same sign on both HD and MAT, it is
likely that this locus could be involved with plant vernalization or photoperiod response. While this SNP is approximately 10Mb away from the VRN3 vernalization response/flowering
time gene, a significant MTA located at 66,984,783bp on 7D affecting yield is located only
1.5Mb away from VRN3, and there is no significant LD between these two SNPs, making it
likely that some other as yet undetermined causal agent is underlying this locus’ effects on
heading and maturation dates. This SNP is intronic within an ortholog of the Escherichia coli PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 19 / 28 Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia Acetyl-coenzyme A carboxylase carboxyl transferase subunit alpha gene, which is involved in
fatty acid synthesis via the synthesis of malonyl-CoA [106], though any connection between
this function and vernalization response in plants remains unknown. Several other MTAs were in close proximity to candidate genes that have previously been
functionally characterized in wheat. One MTA on chromosome 1A affecting the trait GSQM
was located 409Kb away from the gibberellin oxidase gene TaGA2ox-A1. Gibberellins are an
important family of plant hormones, which have many functions in plant growth and develop-
mental processes, including a crucial role in grain volume increase in wheat [107]. The GA2ox
family of oxygenases play a role in deactivating gibberrelins, and paralogs of many GA2ox
genes have been identified in all three genomes of hexaploid wheat [108]. Discussion On Chromosome
3A, the GCTA and FarmCPU models both detected a MTA affecting the trait SSQM, located
within 506Kb of the gene TaMFT. This gene, an ortholog of the Arabidopsis thaliana gene
MFT, encodes a protein which functions as a key promoter of seed dormancy and suppressor
of precocious seed germination during seed development [109]. Finally, one MTA located on
chromosome 1A, affecting the trait SPH, is located within 76Kb of TaB2, a wheat ortholog of a
protein first isolated from carrot (Daucus carota L.) [110]. In wheat, B2 proteins were found to
function as heat stress response proteins, and are highly upregulated in developing seeds dur-
ing and for several days following the application of heat stress [111]. Additionally, TaB2 was
found to influence plant growth and development upon transformation into Arabidopsis thali-
ana [112]. Taken together, these findings suggest a viable set of candidate genes and QTLs that may be
exploited to increase yield in soft winter wheat breeding. The recent use of CRISPR-Cas9
genome editing systems in wheat (e.g. [113–116]) may allow for rapidly testing the functions
of the candidate genes mentioned above without the need for expensive and time-consuming
fine mapping and gene cloning. The finding of multiple MTAs affecting phenological traits
suggests that there is still variation in the tested elite germplasm that can be exploited in breed-
ing programs to fine-tune the timing of growth stages and grain fill duration, perhaps allowing
for finer control of maturation date to maximize grain fill time while avoiding heat stress dur-
ing kernel formation. The findings regarding traits relating to grain density per unit area and
grain weight give cause for hope, while also suggesting strategies for ongoing germplasm
improvement. Many MTAs for these traits appeared to entail no significant tradeoff between
grain number and grain size. These included MTAs for GSQM on chromosomes 1A and 5B,
MTAs for SSQM on chromosomes 1A, 2A, 3A and 7D, and MTAs for TKW on chromosomes
2A, 2B, 4A, 6A, 6B, 6D and 7D. Barring any epistatic effects, favorable alleles for these QTLs
could gradually be combined within the tested elite germplasm pool. In contrast, several QTLs
located on chromosomes 1A, 7A, and 7B exerted pleiotropic effects for these traits, with favor-
able alleles in a trans configuration. PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 Discussion If these QTL represent tightly trans-linked genes, then
they may eventually be exploited if the component genes are broken up by recombination over
generations. However, QTLs that represent true pleiotropic effects of a single gene will likely
not be useful for achieving genetic gain. Many of the MTAs for GSQM, TKW, and particularly
SSQM had favorable minor alleles, suggesting either that breeders have unintentionally per-
formed selections which favored the less-desirable allele, or that these favorable alleles initially
occurred at low frequencies and remain rare due to a lack of selection pressure. While the availability of a reference genome allows for previously impossible follow-up
analyses, this study also identifies a number of areas for continued improvement for GWAS
experiments in wheat. For instance, the genome-wide FST scan based upon the presence or
absence of Sr36 revealed multiple SNPs which were misaligned between the group 2 homeolo-
gous chromosomes, and therefore non-allelic. In addition to the obvious problem of poten-
tially identifying significant MTAs on the wrong chromosome, these SNPs complicate the PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 20 / 28 Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia process of haplotype estimation, as they may artificially “break” patterns of strong LD within
haplotype blocks. There is currently no simple solution to identify misaligned SNPs within
GBS datasets, as discarding sequencing reads that don’t uniquely map to a single location may
entail discarding a large portion of data. However, several methods for identifying non-allelic
SNPs in polyploids are under development (e.g. [117,118]). Finally, although the availability of
a reference genome has greatly aided the interpretation of GWAS studies in wheat, it should
be noted that the causal variants underlying the majority of significant MTAs identified in this
study remain unknown. As the amount of bioinformatics data available for wheat increases,
this situation may improve through the increasing availability of gene expression data and
gene ontology information, enabling the use of new techniques such as gene set analysis. Conclusions The significant MTAs reported in this study indicate that there is still genetic variation in the
tested elite germplasm that may be exploited for yield gains. In particular, the combination of
identified MTAs affecting traits relating to grains per unit area and phenological development
offer promise for increasing the former while avoiding the penalizing effect of lower average
grain weights. In addition, this study suggests that GBS markers can be used to capture much
of the variance explained by previously-characterized polymorphisms of major effect. We
made use of the first reference genome assembled for wheat, enabling the identification of
MTAs based on both physical and genetic positions; it is hoped that the ability to anchor
MTAs by physical position will lead to better curation of results and consistency across GWAS
studies in the future. This study also identifies some potential targets for future in vitro studies
to ascertain the biological functions of several candidate genes affecting yield-related traits in
wheat. Future challenges will include the proper design of GBS or other genotyping assays to
capture the effects of previously-characterized polymorphisms while simultaneously allowing
for the discovery of novel polymorphisms affecting traits of interest, better identification of
non-allelic SNPs which are misaligned between homeologous chromosomes, introgression of
multiple favorable alleles into suitable genetic backgrounds, and more thorough characteriza-
tion of gene functions to ease the identification of candidate genes following association
analyses. Author Contributions Conceptualization: Brian P. Ward, Clay H. Sneller, Carl A. Griffey. Data curation: Brian P. Ward, Priyanka Tyagi. Formal analysis: Brian P. Ward, Priyanka Tyagi. Funding acquisition: Brian P. Ward, Gina Brown-Guedira, Clay H. Sneller, Carl A. Griffey. Investigation: Brian P. Ward, Carl A. Griffey. Methodology: Brian P Ward Carl A Griffey Conceptualization: Brian P. Ward, Clay H. Sneller, Carl A. Griffey. Data curation: Brian P. Ward, Priyanka Tyagi. Formal analysis: Brian P. Ward, Priyanka Tyagi. Methodology: Brian P. Ward, Carl A. Griffey. Project administration: Clay H. Sneller, Carl A. Griffey. Resources: Gina Brown-Guedira, Frederic L. Kolb, David A. Van Sanford, Clay H. Sneller,
Carl A. Griffey. Supervision: Gina Brown-Guedira, Carl A. Griffey. Visualization: Brian P. Ward. Writing – original draft: Brian P. Ward. Writing – review & editing: Brian P. Ward, Gina Brown-Guedira, Carl A. Griffey. PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 S1 Table. List of germplasm tested in the study.
(XLSX) S2 Table. Description of traits examined in the study, with trait ontologies as described in
http://www.planteome.org/. (XLSX) S3 Table. Design of KASP SNP assays for interrogating previously-characterized loci of
major effect, and a summary of the allelic effects of these loci. (XLSX) S3 Table. Design of KASP SNP assays for interrogating previously-characterized loci of
major effect, and a summary of the allelic effects of these loci. (XLSX) S3 Table. Design of KASP SNP assays for interrogating previously-characterized loci of
major effect, and a summary of the allelic effects of these loci. (XLSX) S4 Table. List of genes overlapping significant SNPs and haplotype blocks, predicted pro-
tein translation effects for all significant SNPs, and list of all wheat genes with annotations
in UniProt occurring within 1Mb of significant MTAs. (XLSX) S4 Table. List of genes overlapping significant SNPs and haplotype blocks, predicted pro-
tein translation effects for all significant SNPs, and list of all wheat genes with annotations
in UniProt occurring within 1Mb of significant MTAs. (XLSX) S4 Table. List of genes overlapping significant SNPs and haplotype blocks, predicted pro-
tein translation effects for all significant SNPs, and list of all wheat genes with annotations
in UniProt occurring within 1Mb of significant MTAs. (XLSX) 21 / 28 PLOS ONE | https://doi.org/10.1371/journal.pone.0208217
February 22, 2019 Genome-wide association studies for yield-related traits in soft red winter wheat grown in Virginia S1 Fig. Individual and cumulative portions of variance explained by the first 25 principal
components of the imputed genotypic data, prior to LD-based filtering. (TIFF)
S2 Fig. Number of SNPs per chromosome following the application of all genotypic data
filtering steps. (TIFF)
S1 File. Manhattan and QQ plots for SNP p-values generated by the GCTA leave-one-chro-
mosome-out (LOCO) mixed linear model GWAS. (PDF)
S2 File. Manhattan and QQ plots for SNP p-values generated by the FarmCPU GWAS. (PDF) S2 Fig. Number of SNPs per chromosome following the application of all genotypic data
filtering steps.
(TIFF) S1 File. Manhattan and QQ plots for SNP p-values generated by the GCTA leave-one-chro-
mosome-out (LOCO) mixed linear model GWAS. (PDF) S2 File. Manhattan and QQ plots for SNP p-values generated by the FarmCPU GWAS. (PDF) 7.
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Bethesda Md. 2015; 5: 1797–1803. https://doi.org/10.1534/g3.115.019703 PMID: 26153076 28 / 28
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Unilateral hearing loss: benefits and satisfaction from the use of hearing aids
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1 Graduanda do 4° ano do Curso de Fonoaudiologia da Faculdade de Odontologia de Bauru, Universidade de São Paulo. Discente.
2 Mestranda do Programa de Pós Graduação em Fonoaudiologia da Faculdade de Odontologia de Bauru, Universidade de São Paulo. Fonoaudióloga da Clínica de Fonoaudiologia da
Faculdade de Odontologia de Bauru, Universidade de São Paulo.
3 Doutora em Distúrbios da Comunicação Professora Doutora do Curso de Fonoaudiologia da Faculdade de Odontologia de Bauru, Universidade de São Paulo.
Trabalho realizado na Clínica de Fonoaudiologia da Faculdade de Odontologia de Bauru, Universidade de São Paulo.
Endereço para correspondência: Alameda Octávio Pinheiro Brisola 9-75 Vila Universitária Bauru SP 17012-901.
Trabalho financiado pela FAPESP - processo no 2009/00768-0.
Paper submitted to the BJORL-SGP (Publishing Management System – Brazilian Journal of Otorhinolaryngology) on April 27, 2010;
and accepted on May 26, 2010. cod. 7044 Maria Renata José1, Patrícia Danieli Campos2, Maria Fernanda Capoani Garcia Monde Keywords:
hearing aids,
hearing loss, unilateral,
questionnaires. Unilateral hearing loss: benefits and satisfaction from the use of
hearing aids
original article
raz J Otorhinolaryngol.
011;77(2):221-8.
BJORL
.org Braz J Otorhinolaryngol. 2011;77(2):221-8. original article Abstract A A unilateral hearing loss is characterized by reduced hearing in one ear. The problems caused
by sensory deprivation can be minimized with the use of hearing aids (HA). Aim: To analyze the correlation between the prescribed grain and the insertion gain difference
and with the results obtained regarding the benefit and satisfaction with the use of hearing aids in
unilateral hearing impaired patients. Materials and Methods: Prospective study with 15 subjects, mean age of 41.6 years, of both genders,
users of hearing aids effectively. We used the International Questionnaire Results for hearing aids
(International Outcome Inventory for Hearing Aids - IOI-HA), measured with a probe microphone. Results: The mean values in the analyses of the IOI-HA per item were positive and higher than four
points. In relation to the objective measures, the frequencies in which we obtained the gain values
which were closer to the target were: 1K Hz, 2K Hz and 500 Hz, respectively. Conclusion: The satisfaction of individuals using hearing aid unilaterally is not completely correlated
to the prescribed gain, because even if the target is not being reached in some frequencies, the
individuals were pleased as to the use of their hearing aids. Brazilian Journal of Otorhinolaryngology 77 (2) March/April 2011
http://www.bjorl.org / e-mail: revista@aborlccf.org.br 221 characterized as a psychological process of dealing with
the idea and the sensation of sound amplification, at the
same time as it incorporates the device to your lifestyle. Satisfaction is built according to the subjective impressions
of the individual. Thus, it becomes clear that, while there
is no acceptance, there will never be satisfaction, just like
not all acceptance and benefit associated with the device
are enough parameters to guarantee satisfaction. While the
benefits can be shown through objective tests, personal
satisfaction is a very personal assessment of the value of
the sound amplification device after a given time of use8. INTRODUCTION Hearing is one of the fundamental senses in life,
playing a very important role in society, being considered
the basis for human communication development. Indi-
viduals with hearing impairment may suffer handicaps in
their social, psychological and professional lives1. According to the 2002 Census (IBGE)2, 5.7 million
Brazilians stated they had hearing impairment (HI). This
number is probably much higher, because often times the
problem is not perceived, or it is denied by the individuals. Abstract The non-acceptance does not lead to treatment, and this
may worsen the frustration of not being able to hear and
the individual isolates himself. It is possible to state that the checking procedures,
as the functional gain and the insertion measures, are not
enough to assess the individual’s satisfaction with the de-
vice in daily communication tasks. There was a growing
interest in the development of validation procedures which
enabled to study the user’s benefit outside the clinical
settings, making up self-assessment questionnaires9. Many are the causes which contribute to the in-
crease in the number of hearing impaired individuals:
presbycusis, hereditary diseases, metabolic disorders, use
of ototoxic drugs, acoustic trauma, excess noise, different
types of neoplasia, infections and vascular damage. Among
the resulting effects, we stress anxiety, frustration, feeling
of insecurity, emotional instability, depression, social pho-
bia, a feeling of frustration and incapacity to guide oneself3. The self-assessment is a simple, fast and efficient
procedure which enables the assessment of the indivi-
dual in his process of ISAD’s adaptation. This procedure
enables the comparison between different devices and/
or calibrations, as well as the assessment of the benefit
achieved with the same ISAD along time, enabling the
user to recognize the advantages provided by the ISAD
in relation to the individual’s auditory difficulties and
psychosocial disadvantages. Thus, by means of question-
naires which enable the measuring and analysis of these
auditory difficulties or that of the handicap, it is possible
to optimize the time it takes for the person to adapt him/
herself to the amplification10. Unilateral hearing loss is characterized by hearing
reduction in only one ear and it happens, predominantly
among males4. In one study5 they found the main etiolo-
gies to be mumps, ototoxicity, meningitis, NIHL, German
measles, head injury and sensorineural unilateral hearing
loss of unknown cause. The effects of unilateral hearing loss are lower
than the ones caused by bilateral hearing loss, which can
also cause problems. Under room noise, individuals with
unilateral hearing loss find more difficulties than their
normal hearing counterparts to understand speech, even
when the best ear is positioned towards the source of
speech. Moreover, the spatial location of the sound source
is compromised6. There are numerous assessment instruments which
have scores used to assess the level of individual satis-
faction, even because there are numerous factors which
influence different dimensions associated with the use of
a sound amplification device8. Brazilian Journal of Otorhinolaryngology 77 (2) March/April 2011
http://www.bjorl.org / e-mail: revista@aborlccf.org.br MATERIALS AND METHODS Patient selection and assessment started after the
Ethics Committee approved the study under process #
001/2009 and signed the Free and Informed Consent Form. - In order to obtain the REIG, the procedure was
carried out in the following sequence: measuring response
on the external ear without the ISAD Real Ear Unaided
Response (REUR) followed by measuring the response with
the ISAD in the external ear - Real Ear Aided Response
(REAR) thus obtaining the Real Ear Insertion Gain (REIG)
using the following calculation: REIG=REAR-REUR. At the
end, we noticed that the REIG result reached the target
rule, in other words, the calculated target considering the
prescription rule formula: NAL-NL1 by previous selection
of the equipment software. - In order to obtain the REIG, the procedure was
carried out in the following sequence: measuring response
on the external ear without the ISAD Real Ear Unaided
Response (REUR) followed by measuring the response with
the ISAD in the external ear - Real Ear Aided Response
(REAR) thus obtaining the Real Ear Insertion Gain (REIG)
using the following calculation: REIG=REAR-REUR. At the
end, we noticed that the REIG result reached the target
rule, in other words, the calculated target considering the
prescription rule formula: NAL-NL1 by previous selection
of the equipment software. This cross-sectional contemporary cohort study was
carried out with 15 individuals with a mean age of 41.6
years, of both genders, (12 females and 3 males). Participant inclusion criteria were: Participant inclusion criteria were: - Age range: adult individuals (18 to 60 years) - Hearing loss: mixed unilateral or sensorineural of
moderate, severe and profound levels; - Effective ISAD user for more than six (6) months. The HI degree was classified using the audiometric
thresholds of the 500; 1,000; 2,000; 3,000 and 4,000 Hz
frequencies: mild HI (mean between 26 and 40 dBHL),
moderate HI (mean between 41 and 60 dBHL), severe HI
(mean between 61 and 80 dBHL) and profound HI (mean
higher than 81 dBHL), according with the WHO11. Measurements were carried out with stimuli of 50,
65 and 80 dBSPL of the modulated speech type16 because
it is the stimulus which comes closer to the continuous
speech discourse. In order to do the procedures, the extra
resources such as feedback control and noise reduction
were turned off from the ISAD’s programming so as to
avoid its influence on the analyzed responses17. Abstract - the patient was seated at 50cm away from the
sound speaker with the ears in a horizontal plane vis-à-vis
the speaker and at 1.5m away from the walls of the room
and at a 0º azimuth in relation to the speaker. Because of the scarcity of studies concerning uni-
lateral hearing loss, the goal of this study is to objectively
and subjectively measure the benefit and the satisfaction
of the individuals using unilateral ISADs. - the insertion of the probe microphone in the
external acoustic meatus placed at 27-30mm of depth in
the external acoustic meatus, using the method in which
the probe tube is placed at approximately 3mm from the
tip of the ear mold. - the insertion of the probe microphone in the
external acoustic meatus placed at 27-30mm of depth in
the external acoustic meatus, using the method in which
the probe tube is placed at approximately 3mm from the
tip of the ear mold. RESULTS We scored the IOI-HA instrument of the 15 indivi-
duals who answered the questionnaire. On Tables 1 and
2 we can find the answers associated with the daily use,
limitations, satisfaction, restrictions, social activities and
quality of life. The questionnaire was used as an individual inter-
view in order to make sure all the questions would be
answered and that the individual had fully understood
the question. We created graphs so as to better see the results
associated with the insertion gains in the frequencies of
500; 1,000; 2,000; 3,000 and 4000 Hz. During the checking process, we carried out mea-
sures with a probe microphone according to indications
from international protocols15. Thus, the data was collec-
ted using the Unity (Siemens) equipment, following the
criteria below: MATERIALS AND METHODS We used the International Outcome Inventory for
Hearing Aids - IOI-HA developed as the product of an
international workshop on self-assessment measures in
auditory rehabilitation12,13. Currently, the IOI-HA questio-
nnaire is included in the Hearing Aid Selection and Fitting
Form (Ordinance SAS/MS # 587, of 10/07/2004)14. This
questionnaire assesses seven domains deemed important
for the successful use of a hearing aid (use, benefit, limi-
tations in residual activity, satisfaction, impact on others
and quality of life) (Attachment 1). We used description by mean and absolute values
for the statistical study. Abstract The problems brought about by sensorial depriva-
tion can be minimized with the use of an Individual Sound
Amplification Device (ISAD) - hearing aid, which enables
one to bring back the perception of speech sounds, besides
environmental sounds, bringing about an improvement in
communication skills1. In Brazil, some self-assessment questionnaires, the
APHAB (Abbreviated Profile of Hearing Aid Benefit), the
IOI-HA (International Outcome Inventory for Hearing
Aids), the HHIE (Hearing Inventory for the Elderly) and the
HHIA (Hearing Handicap Inventory for the Adults) among
them, were translated and adapted to our reality in Brazil,
investigating the degree of user satisfaction, the benefits
obtained from using ISADs and the reduction in auditory
capacity with the use of amplification, and others with the
goal of comparing the benefit of different Technologies
and checking the ISAD fitting by means of objective and
subjective measures9. There are many factors which contribute to the
successful use of amplification. Age, type and degree of
the hearing loss, physical factors (ear size and manual
dexterity), auditory processing skills, prior use of sound
amplification device and hearing loss extension, which
together, have a crucial role for accepting the amplification. Added to this, the perception of the auditory handicap,
cost, personal expectations, satisfaction, performance and
benefits may indicate whether or not we will have a happy
and satisfied user of a sound amplification device7. The benefit has been traditionally assessed by
means of objective data, in other words, the hearing loss
nature and severity are defined as basis in the assessment
of the thresholds obtained by means of equipment ca-
libration in controlled environments. Thus, the hearing
performance improvement enjoyed by individuals with Acceptance may be characterized in two ways: ei-
ther the device is accepted or rejected; but it can also be 222
Brazilian Journal of Otorhinolaryngology 77 (2) March/April 2011
http://www.bjorl.org / e-mail: revista@aborlccf.org.br 222 ISADs can be obtained by means of measurements such
as the insertion gain which is understood as a benefit9. - the patient was seated at 50cm away from the
sound speaker with the ears in a horizontal plane vis-à-vis
the speaker and at 1.5m away from the walls of the room
and at a 0º azimuth in relation to the speaker. Brazilian Journal of Otorhinolaryngology 77 (2) March/April 2011
http://www.bjorl.org / e-mail: revista@aborlccf.org.br DISCUSSION Distribution of the answers from each individual conce As to the residual limitation in activities, 40% of the
individuals reported that they did not have any difficulties
in daily hearing situations, 33.33% had little difficulties;
and 20% reported still having moderate difficulties in
these activities, even with the use of ISAD. These data
tell us that the users of unilateral ISAD had improvements
concerning the hearing difficulties they had had before
the amplification. When asked about satisfaction concerning the use
of the hearing aids, 60% of the individuals reported that
it is really worth using the ISAD; and 40% reported that it
is reasonably worth using them unilaterally. Table 2. Distribution of the answers from each individual concerning the different domains. Questions
Individuals
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
Daily use
2
5
5
5
5
4
4
5
4
5
5
5
5
4
5
Benefit
3
4
4
4
5
3
4
4
4
4
4
4
4
4
5
Limitations
4
5
4
5
5
1
3
5
5
4
4
3
5
3
4
Satisfaction
4
4
5
5
5
4
4
5
5
5
5
5
4
4
5
Restrictions
5
4
5
5
5
5
5
5
5
5
3
5
5
4
5
Social activities
1
4
5
5
5
3
5
5
5
5
4
3
5
2
5
Quality of life
3
4
4
4
5
4
2
4
3
2
5
4
4
1
4 The application of these procedures in the clini-
cal routine requires knowledge of the ISAD technology,
which is to be fit to a patient, and the tests chosen for
application21, considering the necessary resources, must be
selected respecting the particularities of each individual22. To check whether or not the hearing aid features were
achieved is crucial to the fitting process18. Concerning the restriction towards daily activities
after fitting the individual sound amplification device, 80%
of the individuals reported that with the unilateral fitting
of the devices, their hearing difficulties no longer affected
their daily activities. As to the impact the hearing loss causes on people,
60% of the individuals reported that their hearing difficul-
ties did not affect or bother other people; 13.33% reported
it affected moderately their relations with other people. DISCUSSION There are numerous protocols available to use in
the selection and fitting of a hearing aid, such as the one
from Ordinance 587 from the Health Department14, Inter-
national Society of Audiology18, Valente19, Matas & Iório20,
with different types of procedure; however, they are not
unanimous, just like it happened in the present study,
there was a need to carry out an objective assessment as
well as a subjective one with validated questionnaires and
orientation at different stages of the hearing aid selection
and fitting. - we inserted the threshold tonal audiometry data,
obtained through air conduction and bone conduction in
the software used for the probe microphone measures in
a way as to generate the gain prescribed by the NAL-NL1
rule. - with the aim of making the probe tube acoustically
transparent we did the calibration, positioning the tube in
the horizontal plane at 30cm away from the speaker and
near the reference microphone. Brazilian Journal of Otorhinolaryngology 77 (2) March/April 2011
http://www.bjorl.org / e-mail: revista@aborlccf.org.br 223 they had hearing difficultie
As to the residual lim
individuals reported that the
in daily hearing situations,
and 20% reported still ha
these activities, even with
tell us that the users of unila
concerning the hearing dif
the amplification. When asked about s
of the hearing aids, 60% of
it is really worth using the I
is reasonably worth using t
Table 1. Distribution of the answers in each domain of the
IOI-HA instrument. Item
Mean
Standard Deviation
Daily use
4.53
0.83
Benefit
4.00
0.53
Limitations
4.00
1.13
Satisfaction
4.60
0.51
Restrictions
4.73
0.59
Social activities
4.13
1.30
Quality of life
3.53
1.13
Total
29.53
4.07
Table 2. Distribution of the answers from each individual concerning the different domains. Table 1. Distribution of the answers in each domain of the
IOI-HA instrument. they had hearing difficulties. they had hearing difficulties. Table 1. Distribution of the answers in each domain of the
IOI-HA instrument. Item
Mean
Standard Deviation
Daily use
4.53
0.83
Benefit
4.00
0.53
Limitations
4.00
1.13
Satisfaction
4.60
0.51
Restrictions
4.73
0.59
Social activities
4.13
1.30
Quality of life
3.53
1.13
Total
29.53
4.07
Table 2. Brazilian Journal of Otorhinolaryngology 77 (2) March/April 2011
http://www.bjorl.org / e-mail: revista@aborlccf.org.br DISCUSSION - Target Response
Obtained Response explanatory characteristic of the questionnaire, which does
not require additional help to be answered13, in this study
it was applied by the researcher in charge in order to make
sure the individuals understood the questions and answers. Still concerning the IOI-HA, we may say that the
mean values obtained in the analysis per item were po-
sitive and higher than 4 points, keeping in mind that the
maximum score per question is five. Consequently, the
analysis of the summation of all the questions was also
positive, indicating a good subjective result in ISAD fitting. Cox and Alexander15 also found a high score in the
individuals they assessed in their study using the IOI-HA
questionnaire, suggesting favorable attitude concerning
their ISAD. They commented on the probable question-
naire sensitiveness to detect individuals with a negative
experience regarding the sound amplification. Chart 2. Values of the prescribed gain and the insertion gain at 1000
Hz. - Target Response
Obtained Response Chart 3. Values of the prescribed gain and the insertion gain at
2000 Hz. - Target Response
Obtained Response As far as the objective measures go, they noticed that
the frequencies in which the gain obtained was closer to
the target were: 1,000 HZ; 2,000 Hz and 500 HZ, respec-
tively (Charts 2, 3 and 1), and in the frequencies of 3,000
HZ and 4,000 Hz (Charts 4 and 5), in average, half of the
individuals did not reach the prescribed value. The only
individuals who reached the target in all the frequencies
assessed were: 4, 6, 8 and 15, and individuals 4, 8 and 15
had scores higher than 30 in the IOI-HA questionnaire,
showing their satisfaction concerning the use of their ISAD,
and individual 6 scored 24 (Table 2), showing that even
reaching the prescribed gain, he was not entirely pleased
with the use of a hearing aid. Contrary to individual 5, who
even not reaching the target in all the frequencies asses-
sed, had a maximum score in the IOI-HA questionnaire. Chart 3. Values of the prescribed gain and the insertion gain at
2000 Hz. - Target Response
Obtained Response Chart 3. Values of the prescribed gain and the insertion gain at
2000 Hz. - Target Response
Obtained Response Chart 4. Values of the prescribed gain and the insertion gain at 3000
Hz. - Target Response
Obtained Response Chart 1. DISCUSSION In order to analyze the benefit and satisfaction, we
used the IOI-HA questionnaire, and the use of validated
questionnaires is a must in a gold standard protocol23 with
the use of objective and subjective tests geared towards
a good communication and proper quality of life for the
individual with hearing impairment. And finally, when the individuals were asked about
their quality of lives associated with the use of the sound
amplification device, 53.33% reported that after fitting the
hearing aid, they became happier with life; 13.33% repor-
ted no changes as improvements in quality of life; 13.33%
reported a little more happiness in with life after fitting
the ISAD; and 13.33% reported a lot more happiness with
life after they started using their hearing aids. This data
depicts the importance of using these devices in order to
enable a better quality of life for those individuals with
unilateral hearing loss. As far as the use is concerned, 66.67% of the in-
dividuals reported using the ISAD for more than 8 hours
per day, and 26.67% reported uses between 4 and 8 hours
per day, and it was possible to notice that all the patients
effectively used their hearing aids. As far as the benefit is concerned, 73.34% reported
that the hearing aid helped them much in the situations in
which before they had major hearing difficulties; 13.33%
of the individuals reported that the ISAD helped them
moderately in the situations in which they had hearing
difficulties; and 13.33% reported that the hearing aid
helped them very much in the situations in which before IOI-HA was used for being a brief, encompassing
type of measurement, accessible to different cultural and
social factors for use and different types of comparisons12
in this study focusing on the satisfaction of unilateral
sound amplification users. Nonetheless, despite this self- Brazilian Journal of Otorhinolaryngology 77 (2) March/April 2011
http://www.bjorl.org / e-mail: revista@aborlccf.org.br 224 Chart 2. Values of the prescribed gain and the insertion gain at 1000
Hz. - Target Response
Obtained Response
Chart 3. Values of the prescribed gain and the insertion gain at
2000 Hz. - Target Response
Obtained Response
Chart 4. Values of the prescribed gain and the insertion gain at 3000
Hz. - Target Response
Obtained Response Chart 2. Values of the prescribed gain and the insertion gain at 1000
Hz. Brazilian Journal of Otorhinolaryngology 77 (2) March/April 2011
http://www.bjorl.org / e-mail: revista@aborlccf.org.br DISCUSSION Values of the prescribed gain and the insertion gain at 500 Hz. Target Response
Obtained Response Chart 4. Values of the prescribed gain and the insertion gain at 3000
Hz. - Target Response
Obtained Response Chart 1. Values of the prescribed gain and the insertion gain at 500 Hz. Target Response
Obtained Response compromises the values programmed in the ISAD, since
these can be different from the prescribed target value. In fact, the checking process is crucial, and it is possible
to identify the performance of the amplification being
provided - both an under-amplification, which may bring
about losses in the amplification of speech sounds, as well
as an over-amplification, which may cause discomfort and
even worsening of the hearing loss24. We stress that those individuals who were pleased
with the use of sound amplification, even not reaching
the target, likely because one of the ears did not have
normal hearing, since it is known that when the target is
not reached, there is a loss for the hearing impaired con-
cerning speech reception and understanding. This indicates
that by not doing the checking with objective measures 225
Brazilian Journal of Otorhinolaryngology 77 (2) March/April 2011
http://www.bjorl.org / e-mail: revista@aborlccf.org.br 225
Brazilian Journal of Otorhinolaryngology 77 (2) March/April 2011
http://www.bjorl.org / e-mail: revista@aborlccf.org.br 225
Brazilian Journal of Otorhinolaryngology 77 (2) March/April 2011
http://www.bjorl.org / e-mail: revista@aborlccf.org.br 225 Chart 5. Values of the prescribed gain and the insertion gain at 4000
Hz. - Target Response
Obtained Response the recording of the ISAD performance. This is a powerful
tool in the process of selecting and fitting these devices,
providing objective data and essential information to the
process, enabling greater precision in the adjustments
and in the evaluation of the amplification characteristics
received by the hearing impaired individual25. The inser-
tion gain is little applied vis-à-vis its importance23 and, as
a consequence, there are but a handful of publications,
which is too few to provide for greater discussions, espe-
cially associated with unilateral hearing loss. CONCLUSION Chart 5. Values of the prescribed gain and the insertion gain at 4000
Hz. - Target Response
Obtained Response By means of the self-assessment questionnaire we
report on the satisfaction of individuals with unilateral
hearing aids, even when the gain necessary to overcome
the difficulties brought about by hearing impairment is
not reached. Speech and hearing therapy requires studies which
may contribute to the fitting of a hearing aid in unilateral
hearing loss cases, especially concerning the way with
which the checking process is carried out and the use of
objective measures in the centers certified by the National
Policy for Hearing Health Care14. The satisfaction of those individuals users of unilate-
ral hearing aids is not totally associated with the prescribed
gain, even though this is an important characteristic for
the effective fitting of a hearing aid. In terms of the insertion gain, its results are extre-
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crianças. In: Almeida K, Iorio MCM. Próteses auditivas: fundamentos
teóricos e aplicações clínicas. São Paulo: Lovise; 2003.p.357-80. 16. Scollie S, Sweewald R. Evaluation if eletroacustic test signals I: com-
paration with amplified speech. Ear Hear.2002;23(5):447-87. 17. Oslen SO. Simulated real ear measurements of benefit from digital
feedback suppression. Int J Audiol.2008;47:51-8. 7. Bongiovani R. Principles of Posfitting Rehabilitation. In: Sandlin RE. Hearing Aid Amplification: Technical and Clinical Considerations. 2nd
Edition. San Diego, California: Singular Publishing Group; 2000.p.439-
66. 18. ATTACHMENT How much did your hearing problem affected you in your a ( ) Very much
( ) Much
( ) Moderately
( ) A little
( ) Not at all
6. Consider the last two weeks using the ISADs. How much did your hearing problems affect or bothered other people? ( ) Very much
( ) Much
( ) Moderately
( ) A little
( ) Not at all
7. Taking everything into account, how do you think your ISADs change your joy in living or your enjoyment of life? ( ) To worse, or less joy in living
( ) There was no change
( ) A little more joy in living
( ) Much joy in living
( ) Very much joy in living ( ) Very much Taking everything into account, how do you think your ISADs change your joy in living or your enjoyment of life 7. Taking everything into account, how do you think your ISADs change your joy in living or your enjoyment of life? ( ) To worse, or less joy in living ( ) Very much joy in living ATTACHMENT ATTACHMENT
International Outcome Inventory for Hearing Aids (IOI-HA) ATTACHMENT
International Outcome Inventory for Hearing Aids (IOI-HA) 1. Consider the time during which you used your hearing aid in the last two weeks. For how many hours did you use it during a normal day? 1. Consider the time during which you used your hearing aid in the last two weeks. For how many hours did y which you used your hearing aid in the last two weeks. For how many hours did you use it during a normal day? ( ) Did not use it ( ) Less than 1 hour per day ( ) Between 1 and 4 hours per day ( ) Between 4 and 8 hours per day ( ) More than 8 hours per day situation you would like to be able to hear better before and after obtaining the hearing aid. In the last two weeks
elp you in this same situation? ( ) It did not help at all
( ) It helped a little
( ) It helped moderately
( ) It helped much
( ) It helped very much
3. Consider again the same situation in which you would like to be able to hear better before and after the ISAD. Which is the level of difficul-
ty you still have in this same situation using the hearing aids? ( ) It did not help at all ( ) It helped a little ( ) It helped moderately ( ) It helped much ( ) It helped very much 3. Consider again the same situation in which you would like to be able to hear better before and after the ISAD. Which is the level of difficul-
ty you still have in this same situation using the hearing aids? ( ) Very much difficulty ( ) Much difficulty ( ) Moderate difficulty ( ) No difficulty at all Brazilian Journal of Otorhinolaryngology 77 (2) March/April 2011
http://www.bjorl.org / e-mail: revista@aborlccf.org.br 226 ( ) It is not worth it ( ) It is a little worth it ( ) It is moderately worth it ( ) It is much worth it ( ) It is very much worth it )
y
nk about your last week using the ISADs. How much did your hearing problem affected you in your activities? 5. Think about your last week using the ISADs. Brazilian Journal of Otorhinolaryngology 77 (2) March/April 2011
http://www.bjorl.org / e-mail: revista@aborlccf.org.br 20. Matas CG, Iório MCM. Verificação e validação do processo de seleção
e adaptação de próteses auditivas. In: Almeida K, Iório MCM. Prótese
Auditiva: Fundamentos Teóricos & Aplicações clínicas. 2ª ed. São
Paulo: Lovise; 2003.p.305-20. 23. Zandavalli MB, Christmann LS, Garcez VRC. Rotina de procedimen-
tos utilizados na seleção e adaptação de aparelhos de amplificação
sonora individual em centros auditivos na cidade de Porto Alegre,
Brasil-RS. Rev Cefac.2009;11(1):106-15. 21. Alpiner JG, Mc Carthy PA. Rehabilitative evaluation of hearing im-
paired adults. In: Alpiner JG, Mc Carthy PA. Rehabilitative Audiology.
3rd ed. Philadelphia: Lippincott Williams e Wilkins; 2000.p.305-31. 22. Cox RM. Waiting for evidence - based practice for your fittings? It’s
here. Hear J.2004;57(8):10-7. 24. Marcoux A, Hansen M. Ensuring Accuracy of the Pediatric Hearing
Aid Fitting. Trends In Amplification.2003;7(1):11-27 25. Costa MJ, Couto CM, Almeida K. A utilização das mensurações in
situ na avaliação do desempenho das próteses auditivas. In: Próteses
auditivas: fundamentos teóricos e aplicações clínicas. 2. ed. São Paulo:
Lovise; 2003.p141-60 Brazilian Journal of Otorhinolaryngology 77 (2) March/April 2011
http://www.bjorl.org / e-mail: revista@aborlccf.org.br REFERENCES International Society of Audiology. Good practice guidance for adult
hearing aid fittings and services - Background to the document and
consultation. Disponível em: <from:http//www.isa-audiology.org/
members/pdf/GPG-ADAF.pdf>. Acesso em 28/10/2009. 8. Hosford-Dunn H, Hush JL. Acceptance Benefit and Satisfaction
Measures of Hearing Aid User Attitudes. In: Sandlin RE. Hearing Aid
Amplification: Technical and Clinical Considerations. 2nd ed. San
Diego, California: Singular Publishing Group; 2000p.467-88. 19. Valente M. Guideline for audiologic management of the adult patient. Audiology Online. 2006. Disponível em: http://www.audiologyonline. com/articles/article_detail.asp?article_id=1716. Acesso em 23/11/2009. 9. Almeida K. Avaliação dos Resultados da Intervenção. In: Almeida K,
Iorio MCM. Próteses Auditivas: Fundamentos Teóricos & Aplicações
Clínicas. 2ª ed. São Paulo: Editora Lovise; 2003.p.335-52. Brazilian Journal of Otorhinolaryngology 77 (2) March/April 2011
http://www.bjorl.org / e-mail: revista@aborlccf.org.br Brazilian Journal of Otorhinolaryngology 77 (2) March/April 2011
http://www.bjorl.org / e-mail: revista@aborlccf.org.br 227 25. Costa MJ, Couto CM, Almeida K. A utilização das mensurações in
situ na avaliação do desempenho das próteses auditivas. In: Próteses
auditivas: fundamentos teóricos e aplicações clínicas. 2. ed. São Paulo:
Lovise; 2003.p141-60 Brazilian Journal of Otorhinolaryngology 77 (2) March/April 2011
http://www.bjorl.org / e-mail: revista@aborlccf.org.br 228
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MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
ISSN 2318-0811
Volume IV, Número 1 (Edição 7) Janeiro-Junho 2016: 121-139 MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
ISSN 2318-0811
Volume IV, Número 1 (Edição 7) Janeiro-Junho 2016: 121-139 MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
ISSN 2318-0811
Volume IV, Número 1 (Edição 7) Janeiro-Junho 2016: 121-139 * Texto baseado na versão de 3 de novembro de 2014. Esta parte contém duas novas seções empíricas que propor-
cionam interpretações de padrões de eventos por ano (Apêndice A) e um único gráfico de formação de preços em
cinco anos (Apêndice B). Com base nisto, o primeiro padrão claro de utilização do Bitcoin como meio de troca é
especificado, pelo autor, como não ocorrendo até 2011.
Traduzido do inglês para o português por Claudio A. Téllez-Zepeda. ** Konrad S. Graf é autor de diversos artigos sobre a teoria monetária do Bitcoin e filosofia do Direito. Também é
conferencista e trabalha como tradutor profissional.
Twitter: @konradsgraf Sobre as Origens do Bitcoin:
Estágios da Evolução Monetária – Parte II* Konrad S. Graf ** Resumo: Nesta obra, o autor desenvolve um estudo econômico e histórico da origem
do Bitcoin e de seu valor enquanto moeda. Em sua argumentação, o autor explora a
relação entre a moeda digital Bitcoin e a Economia Austríaca, discutindo, em parti-
cular, o Teorema da Regressão de Ludwig von Mises e sua conexão com a evolução
do mercado monetário, bem como a abordagem evolutiva seminal de Carl Menger. Palavras-Chave: Criptomoedas. Teoria monetária. Teorema da Regressão. Evolução
monetária. pi
p
Traduzido do inglês para o português por Claudio A. Téllez-Zepeda. VIII - 120.000 Anos de “Meros”
Colecionáveis Provavelmente, o primeiro meio de tro-
ca histórico, que apareceu muitas e muitas
vezes no registro arqueológico e em muitas
áreas geográficas diferentes, são os colares de
contas esculpidas a partir de várias conchas
marinhas. A primeira descoberta conhecida
de tais contas longe do oceano foi na Algéria
moderna e data de aproximadamente 120.000
anos atrás. Quando itens são encontrados
a esta distância da fonte, é considerado um
bom sinal de que tenham sido provavelmente
obtidos no comércio1. Ocorre que tais colares de contas de
conchas têm características que agora enten-
demos, em retrospecto, serem características
essenciais dos meios de troca e de armazena-
mento de valor. São duráveis, divisíveis, por-
táveis e, em certo grau, intercambiáveis (ape-
sar de que diferentes cores e tipos poderiam
naturalmente ter sido valorizadas de forma
distinta). Contas podem ser desencordoadas,
contadas e novamente encordoadas em dife-
rentes configurações numéricas. Nick Szabo, em suas discussões sobre as
origens da moeda, chamou esses tipos de pro-
to-moedas de “colecionáveis”2. Não são úteis
no que poderia ser considerado um sentido
prático. São coisas que muitas pessoas gos-
tam de ter porque gostam de colecioná-las e
usá-las. São distintivas, raras e difíceis de ob-
ter, duram por muito tempo e são altamente
portáveis. Szabo também apontou para as ca-
racterísticas de segurança de tais itens. Dado
que podem ser usadas, um ladrão deve agar-
rá-las diretamente de uma pessoa em vez de
simplesmente apanhá-las silenciosamente,
sem ser visto. Esses pequenos colecionáveis
também podem ser facilmente enterrados ou
escondidos de outras maneiras durante épo-
cas complicadas e recuperados em algum mo-
mento posterior indefinido. Assim, é fácil imaginar como trocas indi-
retas utilizando essas contas poderiam come-
çar gradualmente a se desenvolver e difundir. Evidências arqueológicas altamente sugesti-
vas do comércio de longa distância usando
colares de contas remontam a muitas dezenas
de milhares de anos e são encontradas em di-
versas áreas. Mais tarde, descobrimos que as pessoas
também gostam de colecionar pedaços de
metais brilhantes que igualmente não eram
realmente bons para grande parte do que era
“prático”. As pessoas as conformavam em
decorações fáceis de usar e eventualmente
em alguns outros itens, tais como recipien-
tes ornamentais. Vendo em uma longa escala
temporal, o emprego de metais preciosos na
cunhagem é um desenvolvimento histórico
bastante recente. 1 Matt Ridley desenvolve tal evidência no contexto de
lidar com o caso muito maior de trocar um coisa por
outra coisa diferente ao mesmo tempo – em oposição
ao tipo de reciprocidade retardada de favores, que
também é encontrada em outras espécies – como talvez
algo que possa ser a única característica distintiva que
apareceu pela primeira vez com o Homo sapiens sapiens
(e não com os primos conhecidos mais próximos tais
como o Homo heidelbergensis e o Homo neanderthalensis)
e que tornou possível a composição da especialização
e a acumulação de conhecimento (RIDLEY, Matt. The
Rational Optimist: How Prosperity Evolves. New
York: Harper, 2010. Esp. cap. 2.). On The Origins of Bitcoin:
Stages of Monetary Evolution – Part II Abstract: In this work, the author develops an economic and historical study of the
origin of the Bitcoin and of its value as money. In his argument, the author explores the
relation between the Bitcoin digital currency and Austrian Economics. Particularly, he
discusses Ludwig von Mises’ Regression Theorem and its connection to the evolution
of the monetary market, as well as Carl Menger’s seminal evolutionary approach. Keywords: Cryptocurrencies. Monetary theory. Regression Theorem. Monetary
Evolution. Classificação JEL: G10, B53, E14, E42. Classificação JEL: G10, B53, E14, E42. Classificação JEL: G10, B53, E14, E42. Classificação JEL: G10, B53, E14, E42. ** Konrad S. Graf é autor de diversos artigos sobre a teoria monetária do Bitcoin e filosofia do Direito. Também é
conferencista e trabalha como tradutor profissional. Twitter: @konradsgraf Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II 122 Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II Não eram de fato “moeda” em um sen-
tido moderno, mas eram utilizadas para rea-
lizar algumas de suas mesmas funções: arma-
zenar valor durante longos períodos, trans-
feri-los entre gerações (tal como na ocasião
de casamentos), utilizá-los em negociações
maiores ou para ajudar a selar pactos e como
reserva, permitindo comprar de grupos vizi-
nhos diante de uma queda local na disponibi-
lidade de alimentos. No entanto, todos esses
usos teriam que ter sido descobertos gradual-
mente após as contas já terem existido como
ornamentos. Teriam que ter algum valor de
não-troca antes de que pudessem começar a
ser negociadas. 2 SZABO, Nick. Shelling Out: The Origins of Money
(2002). Acessado em altruists.org/f40. MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
Konrad S. Graf MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
Konrad S. Graf 123 Enquadrando a questão fundamen-
tal sobre as origens da moeda em 1892, Carl Enquadrando a questão fundamen-
tal sobre as origens da moeda em 1892, Carl de ouro e prata (com porcentagens natural-
mente variáveis de cada metal). Isto foi ante-
rior ao desenvolvimento de métodos efetivos
de refino. Os às vezes apregoados empregos
industrial e eletrônico do ouro e da prata são
bastante modernos e, portanto, inteiramente
irrelevantes quanto à primeira emergência des-
ses metais para fins de negociação monetária
em vários lugares muitos séculos antes. Menger (1840-1921) questionou:
Qual é a natureza desses pequenos discos
ou documentos, os quais em si mesmos pare-
cem não servir a um propósito útil e que, ape-
sar disso, em contradição com o resto da
experiência, passam de uma mão para ou-
tra em trocas pelas mercadorias mais úteis,
mais ainda, pelas quais todos ficam tão an-
siosamente empenhados em entregar suas
mercadorias4? Menger (1840-1921) questionou:
Qual é a natureza desses pequenos discos
ou documentos, os quais em si mesmos pare-
cem não servir a um propósito útil e que, ape-
sar disso, em contradição com o resto da
experiência, passam de uma mão para ou-
tra em trocas pelas mercadorias mais úteis,
mais ainda, pelas quais todos ficam tão an-
siosamente empenhados em entregar suas
mercadorias4? g
O Bitcoin, durante pelo menos seus pri-
meiros um ou dois anos, poderia facilmente
ter sido descrito como uma curiosidade estra-
nha e inútil, sem valor prático. Somente uns
poucos programadores e criptógrafos acredi-
tavam que o Bitcoin poderia terminar se tor-
nando útil para alguma coisa além de jogos
em computadores. O Bitcoin foi uma ideia e
então um experimento de ciência da compu-
tação e criptografia. Não estava claro, anteci-
padamente ou mesmo depois de ter começa-
do, se funcionaria tecnicamente ou se decola-
ria economicamente. Chegou após um longo
rastro de experimentos fracassados. Porque
não poderia se tornar apenas mais um experi-
mento fracassado? 3 Meramente “existem” como relações especificadas
entre
diversas
categorias
distintas
de
dados
criptográficos. No tema dos “colecionáveis” proto-
monetários, é interessante observar que, enquanto o
MtGox mudou para se tornar um câmbio de Bitcoin
em 2010, foi fundado em 2009 como um câmbio de
figurinhas virtuais utilizadas no jogo Magic: The 4 MENGER, Carl. On the Origins of Money. Auburn,
AL: Ludwig von Mises Institute, 2009 [1892]. p. 12-13. Gathering Online – de onde vem seu nome acronímico.
Este é o DNA moderno da empresa orientada a
“colecionáveis”, se é que alguma vez houve alguma. VIII - 120.000 Anos de “Meros”
Colecionáveis A cunhagem lídia, que ocor-
reu por volta de 700 a.C., é tipicamente citada
como a primeira cunhagem de um metal pre-
cioso. Era feita de electrum, uma liga natural IX - Camadas Técnicas e Econômicas
Sempre Presentes tâncias brilhantes que podiam ser moldadas
em pequenos adornos e utilizadas como or-
namento? Imagine o quão estranho isto pode ter
parecido às pessoas para as quais era algo
totalmente novo. Ao ouvir que algumas pes-
soas na reunião anual de comércio poderiam
aceitar esses metais (nem sequer joias, apenas
pedaços brutos de metal), o que um pastor
pensaria? O caso do Bitcoin também mostra como
a linha entre a invenção e a descoberta é muito
mais tênue do que aquilo que em geral se pen-
sa. Em cada caso da evolução monetária inicial,
há um aspecto técnico e econômico. Antes de
que alguma coisa possa começar a funcionar
nas trocas, deve primeiramente existir em al-
guma forma minimamente negociável. Contas
devem ser esculpidas, pedaços de metal raro
devem ser desenterrados e limpos, e mais tar-
de moldados ou mesmo refinados. “Preciso ver isto por mim mesmo! Você
está me dizendo que as pessoas são tolas o
suficiente para aceitar pequenos pedaços bri-
lhantes de metal em troca de bens reais?” É claro que, em retrospecto, é mais fácil en-
tendermos até onde isto pode levar. Tais metais
são fortes em várias características monetárias
que os economistas agora entendem concei-
tualmente como aspectos que podem ajudar a
facilitar as trocas. Ademais, assim como as con-
tas, a usabilidade e a capacidade das joias para
serem escondidas podem proporcionar uma
certa segurança e vantagem quanto à pou-
pança. Muitas mulheres indígenas, até os dias
atuais, tendem a usar no corpo suas economias
familiares de longo prazo. Entretanto, para
aqueles que não possuem tal conhecimento, o
quão estranho este novo mundo deve ter sido,
aprender a trocar coisas úteis por bugigangas
sem utilidade, vez após vez, geração após ge-
ração, até que a prática tomou conta de forma
mais ampla, até que as pessoas “compraram” a
ideia bizarra de que esses materiais poderiam
também ser “úteis” e valorizáveis, não somen-
te como objetos bonitos usáveis, mas também
como unidades dentro de um sistema social
que facilita as trocas. Não é diferente com o Bitcoin. Muito
antes de que as unidades pudessem começar
a funcionar nas trocas, tiveram que ser trazi-
das à existência de tal maneira que os atores
humanos pudessem possivelmente reconhe-
cê-las, começar a brincar com elas e, eventual-
mente, começar a dar o salto de negociá-las
em troca de bens e serviços “reais”. Uma maneira de os modernos abor-
darem o desafio de entender como entradas
de registro contábil digitais que nem mesmo
compreendem poderiam ser “realmente” va-
lorizadas é refletir sobre o quão estranhos os
tipos anteriores de novos meios de troca de-
vem ter parecido para as pessoas do passado
distante a partir de suas perspectivas. Colares
de contas são, acima de tudo, objetos não prá-
ticos e opcionais. Comparados com a carne,
tubérculos e frutas; comparados a lanças, rou-
pas e ferramentas; colares de contas e o va-
lor “real” devem ter parecido distantes. No
entanto, com o tempo, muitas pessoas pare-
ceram gostar de fabricá-los e colecioná-los se
pudessem. Eram decorativos. As contas eram
raras e difíceis de obter. Levava um longo
tempo para esculpi-las. Duravam por muito
tempo (por exemplo, ainda podemos desen-
terrá-las, 120.000 anos depois). Demonstra-
ram socialmente um certo poder de excesso
de capacidade, precisamente por causa de sua
impraticabilidade. Somente mais tarde, uma população
mais ampla começou a tomar conhecimento
acerca das possibilidades de usar bitcoins,
aqueles objetos digitais escassos e, de outro
modo, inúteis para trocá-los por bens e servi-
ços “reais”. Mas, obviamente, já vimos versões de
tudo isto anteriormente. Vimos isto acontecer
com os colares de contas de dezenas de mi-
lhares de anos atrás e vimos isto ocorrer com
as pessoas colecionando e brincando com me-
tais macios e brilhantes há muitos milhares de
anos. Agora, vemos isto nas entradas digitais
de registros contábeis que formam objetos di-
gitais que, em certos sentidos, não existem na
realidade3. Da mesma forma, pedaços brilhantes de
prata, ouro ou electrum, na maior parte dos
lugares e há muitos milhares de anos atrás,
não eram o epítome da utilidade. A lã era
quente, a carne poderia alimentar, um arado
poderia melhorar a colheita. Armas poderiam
vir a calhar. O que acontecia com essas subs- Gathering Online – de onde vem seu nome acronímico. Este é o DNA moderno da empresa orientada a
“colecionáveis”, se é que alguma vez houve alguma. Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II 124 Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II IX - Camadas Técnicas e Econômicas
Sempre Presentes A rede
primeiro teve que ser imaginada e lançada. Teve que ser testada e refinada, desafiada e
provada ao longo do tempo. Em cada instância de uma nova evolu-
ção monetária, há uma fase durante a qual
alguma forma utilizável das unidades que
eventualmente serão negociadas primeiro
vêm a existir. Isto ocorre na camada técnica. Somente então uma camada monetária pode
possivelmente emergir, com a negociação
dessas unidades desenvolvidas tecnicamente. Ambas as camadas, técnica e econômica, con-
tinuam subsequentemente a evoluir e intera-
gir, adotando formas tais como ferramentas
melhores para esculpir contas, técnicas para
o refino de metais, ou o lançamento do pró-
ximo software de Bitcoin. Contudo, ainda é
importante entender como as camadas técni-
ca e econômica estão sempre presentes, e não
somente com o Bitcoin. De fato, devido ao estado lastimável da
educação econômica, a maioria das pessoas
até hoje ainda não entende conceitualmente
a magnitude dos ganhos mútuos que advêm
das possibilidades mais amplas para o comér-
cio e que são facilitadas pela moeda. Não en-
tendem que, sem essas práticas distintamente
humanas de trocar bem por bem empregando
moeda, somente a menor fração da população
corrente poderia almejar sobreviver. As camadas técnicas envolvidas na pro-
dução e troca de unidades físicas de merca-
dorias são, obviamente, totalmente diferentes
das camadas técnicas para as unidades cripto-
gráficas descentralizadas de moeda corrente. MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
Konrad S. Graf MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
Konrad S. Graf 125 Com o Bitcoin, o aspecto “sistema” é
muito mais proeminente do que o aspecto
“unidade” em comparação com as evoluções
de mercado de meios de troca tangíveis an-
teriores. O aspecto de sistema agora é literal-
mente uma massiva rede de computadores –
que já é a mais poderosa do planeta em poder
de processamento bruto por uma margem
muito ampla – uma rede de desenvolvimento
de software totalmente voluntária, e incontá-
veis cópias distribuídas do registro de transa-
ções descentralizado e não falsificável da ca-
deia de blocos. Da mesma maneira, as camadas técnicas en-
volvidas nos sinais de fumaça são totalmente
diferentes das camadas técnicas envolvidos
nas interfaces de chat pela internet. Não obs-
tante, ambos os tipos de métodos tecnológicos
conseguiram satisfazer, em diferentes graus,
os propósitos humanos de enviar mensagens
à distância (a camada “econômica”). 5 Aqueles que estão familiarizados com o modelo
integral de todos os quadrantes desenvolvido pelo
filósofo americano Ken Wilber podem reconhecer sua
aplicação parcial nesta seção e na anterior. Em um
eixo, a divisão epistemológica dualista entre o interior
(significado) e o exterior (matéria) é representada na
divisão entre o econômico (baseado em ação no sentido
misesiano) e o técnico. O outro eixo, a dualidade das
perspectivas da unidade e do sistema, é representada IX - Camadas Técnicas e Econômicas
Sempre Presentes O que pode ter levado dezenas de mi-
lhares de anos, em cada lugar, para as con-
tas, e séculos para os metais, pode agora estar
levando alguns anos e meses para o Bitcoin. Nos casos do passado, a prática de utilizar
itens particulares nas negociações se desen-
volveu, em cada contexto geográfico, em li-
nhas de tempo separadas. Hoje, entretanto, os
contextos do comércio, da imitação e da des-
coberta são definidos em uma escala global
pela demografia dos usuários e pelas escolhas
na internet, em vez da geografia local ou das
particularidades das rotas de comércio terres-
tres e marítimas. Fluxos instantâneos de no-
tícias e comunicações globais, mídias sociais,
publicidade e a completa familiaridade das
pessoas modernas com o conceito geral de
troca indireta de larga escala são todos, agora,
catalisadores. Unidades de Bitcoin podem existir so-
mente na cadeia de blocos e só podem ser
transferidas de endereço(s) para endereço(s)
dentro do contexto da rede Bitcoin6. Possuir
um bitcoin em um dado momento pode tam-
bém ser visto, portanto, como algo análogo a
possuir cotas de associação no clube de ne-
gócios baseado na cadeia de blocos. Todos
os controladores correntes das unidades de
bitcoins são capazes de usar tanto o sistema
de negociação quanto as suas unidades para
seus próprios propósitos e de acordo com seu
grau de “valor de entrada” autosselecionado
para o sistema. p
No entanto, aderir a um meio de troca
começando a utilizá-lo como tal tem sem-
pre implicado em algo mais do que somente
comprar alguns objetos fora de um contexto. Significa, ao menos implicitamente se não ex-
plicitamente, demonstrar uma pequena mar-
gem de suporte para a ideia de que este tipo
de unidade é algo que pode funcionar como
um meio de troca na sociedade. É devido ao
processo de mais e mais pessoas, uma por 6 Apesar das chaves privadas poderem também ser
fisicamente transferidas offline utilizando tokens
(chaves eletrônicas) e cartões, a segurança e a
confiabilidade de tais elementos permanece como
altamente experimental. na seção corrente. Para um panorama relativamente
acessível do modelo integral de todos os quadrantes
e conceitos relacionais em um contexto mais amplo,
ver: WILBER, Ken. The Marriage of Sense and
Soul: Integrating Science and Religion. New York:
Broadway Books, 1998. na seção corrente. Para um panorama relativamente
acessível do modelo integral de todos os quadrantes
e conceitos relacionais em um contexto mais amplo,
ver: WILBER, Ken. The Marriage of Sense and
Soul: Integrating Science and Religion. New York:
Broadway Books, 1998. X - A Importância das Perspectivas do
Sistema e da Unidade Qualquer sistema monetário não é so-
mente uma coleção de unidades fora de con-
texto, mas sim um sistema. Isto inclui uma
rede de pessoas com um entendimento social
semelhante a respeito dos usos comerciais das
unidades relevantes. Objetos isolados não
constituem um sistema de trocas5. Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II
126 Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II 126 Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II uma, tornarem esta afirmação do “sistema”
mais ampla por estarem realmente aceitando,
economizando, e gastando uma unidade, que
isso começa a se desenvolver para além de um
item meramente colecionável. É somente den-
tro do contexto de um sistema ativo de trocas
que este ciclo adicional de valorização pode
se acumular. Isto é verdadeiro para todos os
meios de troca possíveis enquanto crescem
neste papel, independentemente das caracte-
rísticas técnicas incidentais tais como tangibi-
lidade contra intangibilidade. leiro) não aceitar o bem intermediário preten-
dido (ovos). O componente de valor do meio-
-de-troca de um bem que se torna utilizado
de forma mais geral neste papel pode se mul-
tiplicar quando outros comecem a aceitá-lo
mais e mais no comércio porque também espe-
ram que outros irão aceitá-lo em negociações
subsequentes. Este ciclo de construção de va-
lor pode ser circular e de autorreforço. Entre-
tanto, nenhum ciclo pode começar em causa-
ção circular. O teorema da regressão explica
em termos abstratos o que deve estar presente
para iniciar qualquer ciclo de rede autorrefor-
çante - alguma outra valorização anterior ao
início de sua utilização. Em casos históricos prévios, o aspecto
unidade era mais óbvio e o aspecto de valor
de entrada do sistema era perceptível somen-
te de forma mais abstrata e indireta. Com o
Bitcoin, entretanto, o aspecto de valor de
entrada do sistema é mais óbvio e explícito,
enquanto o aspecto unidade é perceptível so-
mente mais abstrata e indiretamente. Não é
mais possível, literalmente, perder o aspec-
to sistema porque as unidades Bitcoin são
compreensíveis somente dentro do contexto
de um sistema descentralizado de registros
contábeis que permite a primeira apropria-
ção confiável (mineração), o armazenamento
e a transferência. A realidade subjacente que
fundamenta seu aspecto unidade é técnico e
difícil de entender. 7 economicsofbitcoin.com. “Professor Walter Block is
clueless about Bitcoin”. 22 de setembro de 2013. XI - Uma Ilustração Bem
Documentada O que segue é de um comentário que
deixou sob a postagem acima: No entanto, mesmo tais itens digitais de
jogo podem também ser contados como bens
de acordo com uma abordagem estritamente
misesiana da economia, que estuda as ações
como tais. Como um campo, a economia na
tradição misesiana não pretende julgar de ma-
neira objetiva se certas ações são “racionais” e
outras não, se certas ações são “econômicas”
ou “morais” e outras não, e assim por diante. Essas são tarefas reservadas para outros cam-
pos, tais como a filosofia ou a psicologia, com
diferentes metodologias e critérios. Bens que
existem somente dentro de jogos são bens do
ponto de vista daqueles que estão engajados
em jogá-los e que gastam tempo e esforços
para obtê-los8. p
g
Eu ainda estava esperando pela descoberta
de soluções mais eficientes... Eu também es-
tava pensando que bitcoin tinha uma chance
em um milhão de poder inicializar para um
valor que não fosse de brinquedo. Então não
fiz download, nem garimpei naquela épo-
ca... Então, apesar de ter inventado a função
de mineração que o bitcoin utiliza e de ter
gasto muito esforço de pesquisa ao longo
de talvez 5 anos conectado e desconectado
com outros, tais como Wei Dai, Hal Finney,
Nick Szabo e um elenco de dúzias, inclusi-
ve colaboradores anônimos (um dos quais
pode bem ter sido Satoshi) para tentar des-
cobrir como desenhar um sistema de ecash
descentralizado utilizando o hashcash como
uma função de mineração, não me dei con-
ta, a não ser anos mais tarde, quando estava
claramente óbvio que o Bitcoin já tinha sido
inicializado há muito tempo. Todas as sementes e a produção inexis-
tente em jogos de fazenda, podem argumentar
alguns críticos, “na verdade” são apenas pu-
nhados de uns e zeros em um computador. As-
sim como são, alegam, os bitcoins. No entanto,
os proponentes deste ponto de vista seriam ca-
pazes de reconhecer que a diferença entre um e
outro filme digital, ou entre um e outro arqui-
vo de música, poderia, da mesma forma, ser
reduzida a uns e zeros intercambiáveis? Nos primeiros dias, mesmo peritos nos
campos relevantes, assim como qualquer ou-
tra pessoa, poderiam facilmente ter visto a
mineração de bitcoins como uma atividade
razoavelmente sem sentido. XI - Uma Ilustração Bem
Documentada As unidades Bitcoin não tiveram qual-
quer valor de troca reconhecido por quase um
ano após o início do funcionamento da rede
Bitcoin em janeiro de 2009. Ademais, não ti-
nham ainda nenhuma utilidade específica
como meio de troca. Não facilitavam quais-
quer negociações. Em vez disso, programa-
dores e entusiastas da criptografia estavam
rodando o programa, conectando-se à rede
incipiente, testando o código e trabalhando
para aprimorá-lo, garimpando e transmitindo
bitcoins entre si por diversão e experimenta-
ção. Em contraste, moedas de metal precio-
so, apesar de também estarem totalmente
imersas em um sistema social de trocas, des-
tacaram-se desse sistema pela sua concretude
e tangibilidade. Com a moeda de metal, ainda
podemos ingenuamente imaginar que, de al-
guma forma, mantinha o valor totalmente por
si mesma. Entretanto, isto nunca foi verdade. O valor de troca é sempre dependente da dis-
posição de um comprador para comprar. Um
componente de valor de um meio de troca é,
de forma semelhante, sempre dependente da
expectativa implícita de aceitação futura por
pelo menos uma outra parte. Uma unidade de
negociação somente pode funcionar dentro
de um sistema social de negociação. Peter Šurda tem reunido algumas evi-
dências relatadas em primeira mão sobre este
período inicial. Em uma postagem recente7,
citou o participante inicial e desenvolvedor
Mike Hearn, falando a partir de sua perspec-
tiva como novo participante nos primeiros
dias: Encontrei [Bitcoin] logo no início, quanto
ninguém o estava usando, então ninguém,
nenhuma troca, não havia nem sequer uma
taxa de câmbio, então estavam apenas flu-
tuando totalmente em um espaço abstrato. Dissemos acima que uma tentativa de
troca indireta de bife por farinha falharia se a
parte destinada para a segunda troca (o mo- MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
Konrad S. Graf MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
Konrad S. Graf MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
Konrad S. Graf
127 MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
Konrad S. Graf 127 Você sabe o que era uma moeda? Bem, na
realidade, nada. vos para os jogadores depois de terem gasto
dezenas ou centenas de horas construindo
um próspero negócio (não existente). Adam Back, o desenvolvedor de ele-
mentos cruciais que foram utilizados como
partes do sistema Bitcoin, era altamente céti-
co durante este período inicial de desenvolvi-
mento. 8 Ver meu artigo do dia 15 de setembro de 2013, “The
labor, leisure, and happiness game: Psychology,
praxeology, and ethics”, em konradsgraf.com. XII – O Primeiro Surgimento de
Preços de Bitcoin por Dinheiro No dia 5 de outubro de 2009, nove meses
após o início da rede Bitcoin, o primeiro pre-
ço de oferta de Bitcoin registrado foi postado. Atingiu 13 bitcoins por um centavo, ou espe-
cificamente, 1.309,03 Bitcoins por dólar, o que
o autor da postagem calculou com base em
seus custos de mineração variáveis9. ç
Muitos sistemas estavam lá fora, espe-
rando ter sucesso como algum tipo novo de
dinheiro digital – e fracassando. Peritos não
podiam antecipar universalmente que este
novo tipo iria dar certo. Seu sucesso começou
com uma nova combinação de ideias, mas seu
sucesso precisava ser definido através da ex-
perimentação e descoberta na prática. Se nos-
so propósito tivesse sido negociar ou comprar
bens ou serviços com Bitcoins em seus pri-
meiros um ou dois anos, então eram totalmen-
te inúteis. No entanto, não obstante já tinham
gradualmente começado a desempenhar vá-
rios papéis nas estruturas de ação de alguns
experimentadores iniciais. ç
Alguns meses mais tarde, no dia 22 de
maio de 2010, ocorreu o que se acredita ter
sido a primeira utilização de Bitcoin para
comprar um bem de mercado “real” ao custo
de 10.000 Bitcoins por $25 no valor de uma pi-
zza10. Na realidade, uma outra parte facilitou
uma compra de pizza aceitando Bitcoin e pa-
gando pela pizza com um cartão de crédito. A fama da “transação Bitcoin da pizza”, ape-
sar de ser um importante marco simbólico,
mal constitui uma exceção à generalização de
que o Bitcoin não era utilizado, à época, para
comprar bens ou serviços. Em vez de simples-
mente facilitar a compra de uma pizza como
tal, isto pode ser visto mais como uma ocasião
para vender 10.000 Bitcoins para alguém que
pagou $25 usando o cartão de crédito e, quan-
do isso aconteceu, os $25 foram direcionados
para o fornecedor de pizza ao invés do vende-
dor de Bitcoin. Este é o momento para o qual o com-
ponente de origens do teorema da regressão
tenta “regredir” de volta. Esta era uma época
na qual os bitcoins tinham algum valor para
algumas pessoas, mas sair e comprar alguma
coisa com bitcoins – facilitar trocas com eles –
não era algo que estivesse entre os usos dispo-
níveis. XI - Uma Ilustração Bem
Documentada Teria sido fácil
para pessoas de fora descartá-la como algo
não muito diferente, em princípio, de uma
versão glorificada do jogo social online Farm-
ville. A diferença foi que era como se alguns
dos jogadores também estivessem conven-
cidos de que tinham descoberto o futuro do
verdadeiro cultivo. Isto apenas faz com que
pareça ainda mais ridículo do que simples-
mente admitir estar jogando um jogo. Tente dizer a alguém absorto em um
filme de ação ou em um jogo do seu esporte
preferido que “na realidade” seria a mesma
coisa se mudasse para um vídeo da Hello Kitty
ou para um jogo de algum esporte estrangeiro
que detestasse. Agora, pegue as listas de re-
produção de música pop de pré-adolescentes
e dos concertos clássicos do vovô, troque-as
e veja o que acontece. A realidade das distin-
ções significativas entre “meros zeros e uns”,
quando se trata de bens digitais, deve ter sido
estabelecida de maneira convincente (se o ex-
perimentador conseguir sobreviver para rela-
tar os resultados). Nos jogos de fazenda, sabe-se que núme-
ros incontáveis de pessoas plantam sementes
“inutilmente”, utilizando seus computadores. Depois checam com ansiedade para colherem
os cereais resultantes. Esses objetos não-reais
podem se tornar completamente significati- Alguns dos primeiros mineradores/ex-
perimentadores do Bitcoin, ao menos aqueles Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II
128 Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II 128 Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II que acreditavam que o sistema tinha futuro,
acumularam bitcoins, somente em caso do seu
valor vir a poder aumentar no futuro. Para os
participantes, após começarem, às vezes pode
ter sido mais fácil manter as moedas do que se
livrar delas. Enquanto alguns as mantiveram
seguras, não obstante, outros dos primeiros
mineradores apagaram arquivos de carteira
que davam acesso a grandes quantidades de
bitcoins. Outras ainda consideraram que não
valia a pena sequer começar. Estavam con-
vencidos de que nada jamais poderia resultar,
no futuro, dessas unidades. Cada um destes
julgamentos foi distinto, valorações demons-
tradas em ação. tóricas dos seus princípios teóricos o Bitcoin
proporciona um exemplo documentado de
livro didático. 10 Em Block 57035, ID de transação: blockchain.info/tx
/49d2adb6e476fa46d8357babf78b1b501fd39e177ac7833
124b3f67b17c40c2a. 9 Ver o Apêndice B para um gráfico de preços de todos
os tempos para cinco anos. 9 Ver o Apêndice B para um gráfico de preços de todos
os tempos para cinco anos.
10 Em Block 57035, ID de transação: blockchain.info/tx
/49d2adb6e476fa46d8357babf78b1b501fd39e177ac7833
124b3f67b17c40c2a. XII – O Primeiro Surgimento de
Preços de Bitcoin por Dinheiro Naquela época, poderia ter sido mais
fácil trocar diretamente um bife por farinha
com o nosso vizinho ovo-vegetariano do que
obter qualquer coisa que fosse em troca de
Bitcoin. Como quer que seja caracterizado, o va-
lor equivalente era de $25 por 10.000 bitcoins,
ou quatro bitcoins por um centavo, um au-
mento triplicado sobre o primeiro preço cota-
do, meio ano antes. Esta foi uma transação de
câmbio incipiente quase-indireta (e mal pode
ser contada como tal) usando Bitcoin e prova- Esta condição, na qual havia algum va-
lor para alguns atores, mas zero valor para
trocas indiretas, estava prestes a começar a
mudar. Apesar do teorema da regressão ser
uma dedução lógica a partir das definições,
para aqueles que gostam de ilustrações his- MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
Konrad S. Graf
129 MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
Konrad S. Graf 129 velmente feita, em parte, em tom de brincadei-
ra, 16 meses depois que a rede começou a exis-
tir. Claramente, o Bitcoin não saltou simples-
mente para a vida como uma moeda funcional. meios adequados para garantir o que lhes
corresponde. Por isso, também é claro que
nada poderia ter sido tão favorável à gênese
de um meio de troca quanto a aceitação, por
parte dos sujeitos econômicos mais pers-
picazes e capazes, para seu próprio ganho
econômico, e durante um período consi-
derável de tempo, de bens eminentemente
vendáveis preferencialmente em relação a
todos os outros. Muitos meses mais tarde, no dia 17 de
julho de 2010, a primeira operação de câmbio
pública registrada no novo câmbio MtGox in-
dicava um preço de $0,05, que aumentou para
$0,06-$0,09 por bitcoin, variando durante os
dias subsequentes. O que pode ser difícil de
entender é que, devido à natureza digital das
unidades de bitcoin, seus custos de transação
próximos de zero e pontos extremamente for-
tes em muitas das principais características
valiosas para o uso de um meio de troca, o
início de qualquer valor de troca, não importa
o quão pequeno, pode ser suficiente para aju-
dar a começar a negociar estas unidades. Esse
início eventualmente ocorreu. XII – O Primeiro Surgimento de
Preços de Bitcoin por Dinheiro Assim, a prática e o hábito certamente
não contribuíram com pouco para fazer com
que os bens, que eram mais vendáveis em
qualquer momento, fossem aceitos não somen-
te por muitos, mas finalmente por todos os su-
jeitos econômicos em troca pelos seus bens me-
nos vendáveis; não somente isso, mas para se-
rem aceitos com a intenção inicial de trocá-los
novamente. Os bens que dessa forma se torna-
ram meios de troca de aceitação geral foram
chamados pelos alemães de Geld, que vem de
gelten, ou seja, pagar, executar, enquanto ou-
tras nações derivaram suas designações para o
dinheiro principalmente a partir da substância
utilizada, a forma da moeda, ou mesmo a par-
tir de certos tipos de moeda12. Assim que algumas transações tiveram
início e as primeiras empresas começaram a
aceitar Bitcoin em pagamento por bens e ser-
viços “reais”, novas expectativas de um futu-
ro componente de valor de meio de troca tam-
bém poderiam começar a crescer – dentro dos
grupos de usuários relevantes. Na medida
em que mais pessoas testemunhavam como
os estranhos pioneiros de fato utilizavam o
sistema para interagir com coisas reais, o que
anteriormente tinha sido somente um experi-
mento começou a realizar tentativas de inte-
ração com a economia de troca mais ampla. Isto somente se tornou inequívoco, no regis-
tro histórico, em 201111. Bitcoins oferecem ao menos diversas
vantagens competitivas que são atraentes so-
bre outras opções: p
1. São uma unidade global inerentemente
apolítica com relação a fronteiras. Parceiros
comerciais potenciais diretos a longo prazo
incluem, portanto, a totalidade da popula-
ção humana, desde o barista da esquina até
o produtor de grãos de café para envio dire-
to do outro lado da esquina Somente umas poucas pessoas, e então
mais umas poucas, tinham que dar passos
marginais nesta direção, mais outras para
eventualmente imitá-las, ano após ano. Carl
Menger descreveu, em 1892, o processo que,
portanto, teve início e que continua a acelerar
até o presente: 2. São infinitamente duráveis no tempo e
(quase) sem custos de transporte no espaço. Podem durar potencialmente para sempre
(para qualquer propósito prático), com de-
gradação zero. 11 Ver o Apêndice A para uma interpretação monetária-
histórica dos padrões de eventos novos por ano. 12 MENGER. On the Origin of Money, p. 37. XII – O Primeiro Surgimento de
Preços de Bitcoin por Dinheiro Tal como as contas e os me-
tais que vieram antes – só que mais ainda p
Não existe método melhor para esclarecer
qualquer um a respeito de seus interesses
econômicos do que fazer com que perceba
o sucesso econômico daqueles que usam os – seu acesso pode ser facilmente realizado,
ou mesmo apenas recordado, então podem
ser escondidos durante tempos de ameaça. 3. Possuem características de escassez
superiores a todas as demais alternativas 12 MENGER. On the Origin of Money, p. 37. Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II
130 130 Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II entram em jogo13. entram em jogo13. monetárias. A limitação de sua oferta está
incorporada em sua definição. Esta aborda-
gem é superior às limitações ancoradas mera-
mente no fornecimento prático e variável de
alguma substância química, tal como a prata. São ainda mais obviamente superiores em
comparação com o histórico comprovado de
maquinações inflacionárias por parte dos in-
dicados políticos cuidadosamente seleciona-
dos e encarregados do suprimento de moeda
fiduciária. No entanto, não importa qual seja seu va-
lor corrente em relação a outras moedas, pode
continuar a desempenhar um papel como um
método de custo quase zero para transmitir
poder de compra à distância para qualquer
transação dada. Os usuários que optam por
serviços que convertem imediatamente para
dentro e fora do Bitcoin em cada transação
podem estar totalmente isentos de risco cam-
bial, enquanto outros usuários optam por
assumir tais riscos, conscientemente, na ex-
pectativa da obtenção de ganhos de curto ou
longo prazo. Um papel futuro possível para
o Bitcoin como o que eu tenho definido como
moeda (unidade de preços, de contabilidade
e de cálculo econômico) teria que esperar por
muito mais estabilidade de valor relativo em
comparação com as opções concorrentes para
essas funções. 4. Oferecem custos de transação que são qua-
se infinitamente pequenos do ponto de vista
dos usuários e isto vale para qualquer quanti-
dade e a qualquer distância. 4. Oferecem custos de transação que são qua-
se infinitamente pequenos do ponto de vista
dos usuários e isto vale para qualquer quanti-
dade e a qualquer distância. 5. Não podem ser falsificados, diluídos, ou
multiplicados, ao contrário das notas de papel
e das moedas metálicas. 5. Não podem ser falsificados, diluídos, ou
multiplicados, ao contrário das notas de papel
e das moedas metálicas. XII – O Primeiro Surgimento de
Preços de Bitcoin por Dinheiro Com tal alinhamento totalmente sem
precedentes de características monetárias
(entre outras), qualquer valor de negociação
de partida poderia ter sido suficiente para
fazer com que essas unidades extraordi-
nariamente bem-adaptadas começassem a
adquirir um componente de valor de meio
de troca entre alguns usuários. Sendo a pri-
meira entre as criptomoedas correntes a dar
esse salto, o Bitcoin tem permanecido muito
à frente de moedas imitadoras posteriores
com base na vantagem do pioneirismo, dos
efeitos de rede e da velocidade agregada de
hashing de rede, tornando-se, e permanecen-
do por uma margem enorme, a mais “ven-
dável” de todas as criptomoedas existentes. No entanto, também deve ser salientado
que o crescimento do valor, em contraste com
o declínio estável do valor da moeda fiduciá-
ria, é uma vantagem separada da estabilidade
per se. Algumas pessoas poderiam preferir ter
a opção de manter alguns saldos em unidades
que ganharam valor de forma instável, em
contraste com os saldos de outras unidades
que perderam valor progressivamente. 13 O Bitcoin é frequentemente criticado por suas amplas
movimentações de preços. Isto é sobretudo uma
consequência do Bitcoin ainda ser jovem e pequeno em
escala, o que o torna suscetível aos altos e baixos do
ciclo de sensibilização da mídia. Dito isto, o primeiro
movimento dramático para cima e para baixo em 2011
também pode ser causalmente conectado à contínua
imposição governamental de políticas de proibição. Sem elas, o aumento da demanda de possíveis
participantes no então novo mercado online Silk Road
de resistência à proibição teria sido muito mais modesto
em comparação com os movimentos dos mercados
ordinários, não assolados pelos resultados sempre
estranhos e perigosos das políticas de proibição. Isto
provavelmente explica o único efeito preço “montanha”
ano após ano visto em 2011, em termos YoY. Ver meu
artigo de 25 de julho de 2013, “Tiger cub growing up? Bitcoin weekly average closing price year over year”,
em konradsgraf.com. O componente de valor de meio de tro-
ca dos bitcoins é agora claro e dominante
em retrospecto. Assim como um novo tipo
de metal, desenterrado um dia há muitos
milhares de anos, seu perfil de valor na so-
ciedade emergiu gradualmente e aparente-
mente a partir do nada. O seu valor de troca,
em seguida, moveu-se por todo o caminho
até... praticamente nada. 13 O Bitcoin é frequentemente criticado por suas amplas
movimentações de preços. Isto é sobretudo uma
consequência do Bitcoin ainda ser jovem e pequeno em
escala, o que o torna suscetível aos altos e baixos do
ciclo de sensibilização da mídia. Dito isto, o primeiro
movimento dramático para cima e para baixo em 2011
também pode ser causalmente conectado à contínua
imposição governamental de políticas de proibição.
Sem elas, o aumento da demanda de possíveis
participantes no então novo mercado online Silk Road
de resistência à proibição teria sido muito mais modesto
em comparação com os movimentos dos mercados
ordinários, não assolados pelos resultados sempre
estranhos e perigosos das políticas de proibição. Isto
provavelmente explica o único efeito preço “montanha”
ano após ano visto em 2011, em termos YoY. Ver meu
artigo de 25 de julho de 2013, “Tiger cub growing up?
Bitcoin weekly average closing price year over year”,
em konradsgraf.com. XIII - Distinguindo os Componentes
de Valor Iniciais tos de investimento financeiro de alto risco)
com dinheiro, apenas no caso das unidades
poderem vir a valer alguma coisa no futuro. Bitcoins podem ter funcionado em qualquer
uma das pelo menos várias formas não mone-
tárias possíveis: Os primeiros pioneiros do Bitcoin esta-
vam tentando criar um sistema funcional de
transmissão de valor que contivesse unidades
que pudessem ser utilizadas como um meio
de troca. Apesar dessa esperança, durante pelo
menos 2009, e as evidências sugerem também
em 2010, ainda não haviam conseguido. O Bit-
coin não foi utilizado como um meio de troca. Quaisquer que fossem seus sonhos ou fantasias
futuras, as operações de troca indireta, basica-
mente, não foram facilitadas usando o Bitcoin14.i p
1. Um conjunto de objetos digitais que po-
deriam vir a se tornar um meio de troca no
futuro se a rede de alguma forma tivesse
sucesso e se suas unidades eventualmente
começassem a ser tomadas como meio de
troca. Qualquer classe nova valorizável de
bens é reconhecida e valorizada pela pri-
meira vez por poucas pessoas, geralmen-
te antes de que tenha qualquer utilidade
“prática”. Muitos desses bens jamais atin-
gem grandes resultados, mas outros deco-
lam e são eventualmente valorizados de
maneira ampla. As unidades de Bitcoin, no entanto, fize-
ram seu caminho para dentro das estruturas
de ação desses primeiros usuários de várias
maneiras. Eram os objetos da ação, tanto dire-
tamente quanto indiretamente, “empacotadas”
com outros fins, assim como as metas de aper-
feiçoamento do sistema, o desenvolvimento da
mineração e a participação no projeto. Isso os
torna bens (meios em direção a fins, em termos
misesianos). 2. Um conjunto de objetos digitais que po-
deriam ser enviados e recebidos para os
demais participantes como uma forma de
teste formal ou informal da rede, ou até
mesmo como um tipo de interação social
dentro do projeto. Muitas das interações
do projeto ocorreram online, à distância e
em fóruns, e, em alguns casos, os partici-
pantes utilizavam pseudônimos. 2. Um conjunto de objetos digitais que po-
deriam ser enviados e recebidos para os
demais participantes como uma forma de
teste formal ou informal da rede, ou até
mesmo como um tipo de interação social
dentro do projeto. Muitas das interações
do projeto ocorreram online, à distância e
em fóruns, e, em alguns casos, os partici-
pantes utilizavam pseudônimos. 14 Uns poucos casos isolados não podem ser
descartados, mas nenhum padrão de tal utilização é
visível no registro histórico, uma situação que muda
inequivocamente de 2011 em diante. 15 Isto era, no entanto, muito raro. Uma varredura
ocasional através da cadeia de blocos de 2009 revela
um grande número de blocos que não contêm nada
além de uma transação de geração. XII – O Primeiro Surgimento de
Preços de Bitcoin por Dinheiro Finalmente, construiu-se gradualmen-
te ao longo dos últimos três ou quatro anos,
com alguns saltos dramáticos ao longo do
caminho, na medida em que círculos cada
vez mais amplos de reconhecimento social MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
Konrad S. Graf MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
Konrad S. Graf 131 XIII - Distinguindo os Componentes
de Valor Iniciais Em resumo, a mistura dos seguintes não-
-componentes de valor de meio de troca das
unidades de bitcoin existia para alguns usuá-
rios em um período ao longo de 2009 e 2010,
antes que o Bitcoin operasse desempenhando
qualquer papel de meio de troca monetário
que fosse. Isto ocorreu depois que o Bitcoin
começou a existir e ganhar valor para alguns
atores dentro de suas respectivas estruturas
de fins e meios, mas antes que começasse a
ter qualquer componente de valor para a sua
utilização como facilitador de trocas indiretas
por outros bens e serviços. 3. Os blocos estavam sendo garimpados e
uma das finalidades disso era verificar as
transações. Sem transações para verificar, os
processos de teste e experimentação da rede
teriam permanecido incompletos, propor-
cionando uma razão para emitir transações
em alguns pontos da rede, mesmo que ape-
nas com o propósito de teste e experimen-
tação15. 4. Em alguns pontos e para algumas pes-
soas, as unidades de bitcoin poderiam ter
funcionado como um conjunto de objetos
digitais de brinquedo que poderiam ser
coletadas incidentalmente ou mesmo com-
petitivamente no decurso dos processos
de experimentação acima. Isto poderia ser
semelhante a como as pessoas naturalmen-
te apreciam competir pela acumulação e As pessoas relevantes foram os pionei-
ros que realmente participaram da rede Bit-
coin, contribuindo para o aperfeiçoamento
inicial do seu software e de outras tecnolo-
gias. Mais tarde, alguns participantes adicio-
nais compraram bitcoins (como instrumen- Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II
132 Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II 132 e a liberdade da “censura financeira”; e es-
forços educativos para explicar as vantagens
econômicas gerais da disponibilidade de uma
unidade de negociação de valor crescente
para aqueles que desejam utilizar algo assim. comparação de diferentes quantidades de
pontos ou moedas digitais nos jogos, inde-
pendentemente de quaisquer valorizações
de “mundo real”. Seria um bônus adicio-
nal se um eventual valor de “mundo real”
realmente pudesse surgir, como no item 1
acima. 5. A posse de maiores ou menores quanti-
dades de bitcoins poderia ser considerada
como símbolo de adesão e compromisso, ou
como um dos sinais e artefatos de participa-
ção. XIV - Registre Isto Aqui Também para
Aqueles que São Loucos O processo pelo qual o valor do Bitcoin
para utilização como meio de troca surgiu
tem sido documentado e arquivado em regis-
tros online e em memórias vivas. Os passos
iniciais do Bitcoin servem como uma ilustra-
ção do aspecto de origens do teorema da re-
gressão que é semelhante, em princípio – em-
bora, naturalmente, não na forma específica,
configuração geográfica ou escala de tempo
– às narrativas da evolução do mercado para
a interpretação dos processos pelos quais sur-
giram meios de troca tangíveis anteriores. 6. Uma forma de propriedade de ações no
início do sistema de pagamentos (potencial)
que transmitisse a possibilidade de parti-
cipar de forma mais favorável no futuro e
ajudar a promovê-lo a partir de uma fase
inicial. Esta metafórica parcela de investi-
mento em todo o sistema também cria um
incentivo minúsculo e discreto para agir de
uma maneira favorável para o bem-estar
geral do sistema. Todos os primeiros parti-
cipantes investiram seu tempo e esforço de
forma individual e voluntária. Ou seja, em cada um dos casos que te-
mos considerado, um punhado de “loucos”
da humanidade16 estavam coletando e brin-
cando com coisas que eram inúteis para qual-
quer coisa que pudesse ter sido considerada
um propósito geral “prático” nas fases origi-
nas em questão, tais como contas de conchas,
metais brilhantes, ou bitcoins. Eventualmen-
te, porém, uma utilidade econômica adicional
para estas meras quinquilharias – na realida-
de, utilizá-las para facilitar as transações – foi
posta em prática gradualmente e aos trancos e
barrancos, com alguns resultados favoráveis. Esta prática então se difundiu através de al-
guma combinação de imitação e redescoberta
independente recorrente. Algumas dessas valorações das unida-
des de bitcoin, não como um meio de troca,
ou dela decorrentes, persistem até hoje entre
alguns participantes do sistema. 16 Em referência ao icônico comercial da Apple de 1997,
“Here’s to the crazy ones”. Em youtu.be/tjgtLSHhTPg. XIII - Distinguindo os Componentes
de Valor Iniciais Possíveis interesses, não como meio de
troca, poderiam facilmente incluir: interesse
teórico e científico, desafio de programação,
pesquisa sobre segurança, interesse ideoló-
gico em avançar a liberdade de transações
e interesse na possibilidade de criar uma
moeda de valor crescente disponível pela
primeira vez em um século para aqueles
que desejavam ter a opção de utilizar algo
assim. Motivações de adesão e promoção
são comuns em empreendimentos humanos
e estão presentes sempre que dizemos que
alguém está “apoiando uma causa”. XIV - Registre Isto Aqui Também para
Aqueles que São Loucos Incluem: re-
tenção de longo prazo de saldos de Bitcoin
como poupança (muitas vezes tratada pejora-
tivamente como “especulação”); esforços para
difundir o evangelho e apresentar outros ao
Bitcoin em bases tanto individuais como ins-
titucionais – inclusive dando pequenas quan-
tidades de Bitcoin para novos usuários – o que
amplia a rede de usuários e aplicações; esfor-
ços para promover a liberdade das transações Tais experiências provavelmente encon-
traram, em cada caso, sobrancelhas franzidas
e descrença por parte dos observadores mais
sóbrios, ainda não dispostos a trocar coisas
“reais” por coisas tais como conchas, metais
macios e brilhantes, ou, no caso atual... algo so- MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
Konrad S. Graf MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
Konrad S. Graf MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
Konrad S. Graf 133 as pessoas ainda tinham que adotá-lo e colo-
cá-lo para este uso. Cada pessoa permanece
inteiramente livre para ignorá-lo ou utilizá-lo
de alguma forma e apenas na exata medida
da participação voluntária de cada um. bre o que não fazem a menor ideia do que seja. A diferença é que, hoje, o processo de mais e
mais pessoas estarem descobrindo como utili-
zar os Bitcoin para facilitar as negociações está
ocorrendo em todo o mundo e com a velocida-
de da internet e do boca-a-boca. Os elementos de invenção intencional
provavelmente ajudam a explicar por que o
Bitcoin é superior a qualquer meio de troca
conhecido em praticamente todas as caracte-
rísticas significativas relevantes (a tangibilida-
de sendo uma característica histórica inciden-
tal, conforme tenho argumentado). Deveria
uma superioridade competitiva esmagadora
e de base ampla para um dado propósito ser
considerada como um desqualificador para
esse propósito? Isso seria de fato estranho. No entanto, alguém já familiarizado com os
aspectos teóricos do surgimento da moeda
poderia levar em consideração, e parece ter
levado, essas mesmas percepções na tentati-
va de moldar um bem melhor para ser usado
nesse papel. Que o(s) inventor(es) e os primeiros de-
senvolvedores do Bitcoin pretendessem que a
rede fosse utilizada para este propósito pode
ser confuso para algumas pessoas, à luz das
caracterizações gerais de fenômenos de mer-
cado como sendo “emergentes” e “o resulta-
do da ação humana mas não do projeto hu-
mano”. Isso pode lembrá-los, vagamente, da
história totalmente diferente, da teoria estatal
da moeda, da imposição da “fidúcia” por um
governante. XIV - Registre Isto Aqui Também para
Aqueles que São Loucos No entanto, Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II
134 Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II 134 Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II metral, quanto mais informadas as pessoas
são a respeito dos fundamentos técnicos do
Bitcoin, mais tendem a apreciá-lo. Enquanto
isso, detratores casuais em geral parecem exi-
bir pouca ou nenhuma compreensão técnica
de como o sistema funciona. A emergência do Bitcoin como meio de
troca foi original, tal como ocorreu, no passa-
do, com as contas ou com os metais. Não foi
derivativo, com valores monetários retoma-
dos a partir de precursores tangíveis, como
no caso da história das modernas notas em
papel e entradas de contabilidade fiduciária
digitais. O Bitcoin nos dá uma ilustração didática
da afirmação praxiológica de Mises do teore-
ma da regressão. Proporciona um caso de es-
tudo empírico que tem sido documentado em
nível de detalhamento nunca antes visto. Se
assim o quiserem, pesquisadores do campo
da história econômica ainda poderiam entre-
vistar quase todas as pessoas que estiveram
envolvidas em todos os estágios deste proces-
so (com exceção dos sabiamente esquivos in-
ventores), um projeto que Peter Šurda já tem
avançado. Ao mesmo tempo, o Bitcoin é um caso
novo. A sua escassez tem sido obtida sem tan-
gibilidade. Não foi coletado na praia e escul-
pido, também não foi desenterrado da encosta
de uma montanha e limpo ou derretido. Sua
escassez foi construída a partir dos meandros
das inovações criptográficas e da ciência da
computação, que foram remixadas e reunidas
de uma forma nova e valiosa. O Bitcoin é re-
tirado da encosta de uma montanha no crip-
to-ciberespaço. O primeiro golpe de picareta
neste minério nunca antes visto foi ouvido no
dia 3 de janeiro de 2009. Nossos primeiros negociantes de colares
de contas de milhares de anos atrás igualmen-
te não mais dão entrevistas. O Bitcoin pode
muito bem ser nosso caso histórico melhor
documentado das primeiras origens de um
meio de troca inteiramente novo no mercado,
livre dos ditames de qualquer governante. Satoshi Nakamoto colocou esta rede em
movimento no contexto de um enorme traba-
lho e de inovações complexas sobrepostas por
parte de muitos outros antes e desde o times-
tamp inicial do bloco gênesis. XIV - Registre Isto Aqui Também para
Aqueles que São Loucos Cabia ao teste
do tempo descobrir se o que havia começado
iria continuar. Cabia às livres escolhas do res-
to da humanidade quem iria tomar estas uni-
dades e começar a utilizá-las como um novo
meio de troca. XIV - Registre Isto Aqui Também para
Aqueles que São Loucos Pode até recordar alguns a res-
peito de um complexo engodo no qual golpis-
tas habilidosos empurram ações sem valor em
seu último esquema. No entanto, o Bitcoin não possuía qual-
quer status jurídico enquanto estava nascen-
do. Isto o torna tão distante quanto possível
de uma imposição central de “fidúcia” atra-
vés de alguma designação oficial ou taxa de
câmbio fixa. Mesmo anos após o seu lança-
mento, os sistemas jurídicos convencionais
estão apenas começando a tentar descobrir
como categorizá-lo dentro dos esquemas bu-
rocráticos de classificação existentes. Entretanto, nós ainda temos visto que
permaneceu uma grande lacuna entre a imple-
mentação dos elementos intencionais por trás
do novo bem digital produzido tecnicamente
e as fases graduais subsequentes, quando as
pessoas começaram de maneira hesitante a
utilizar este estranho novo bem para algumas
de suas funções vislumbradas. Em outras pa-
lavras, houve uma grande distância entre o
lançamento da rede de código aberto e peer-to-
-peer (camada técnica), e o momento em que
as unidades de bitcoin começaram de fato a ser
utilizadas no comércio (a camada econômica
ou, mais precisamente, “cataláctica”). Os usuários não são obrigados a utili-
zar o Bitcoin. As pessoas não têm sido nem
mesmo pressionadas a usá-lo por vendedores
espertos inventando histórias. Embora tenha
havido alguns poucos golpistas de pirâmide
e ladrões no mundo do Bitcoin, seus golpes
não eram o Bitcoin, seus golpes eram seus golpes. Ocorreu que esses golpes foram denominados
em Bitcoin nesses casos particulares, porém
engodos semelhantes envolveram todos os ti-
pos de outras unidades valorizáveis ao longo
do tempo. Houve uma fase puramente técnica e ex-
perimental em andamento bem antes de ter
ocorrido qualquer captação da unidade/siste-
ma para uso monetário na sociedade. Durante
esta fase inicial, não estava claro, nem mesmo
para especialistas internos, se o projeto teria
sucesso tecnicamente ou se ganharia qualquer
tração monetária. A obtenção eventual de um
preço de $1 foi motivo para grande comemo-
ração, na época, entre os primeiros entusiastas,
juntamente com uma pequena obtenção de lu-
cros por alguns garimpeiros pioneiros. O Bitcoin foi oferecido como uma inven-
ção/descoberta de uma nova maneira de fa-
zer algo muito antigo – transferir o controle
do poder de compra de uma parte para ou-
tra. Este método foi oferecido gratuitamente
para toda a população humana. Apêndice A: Interpretação
Monetária Por Ano Estes apêndices fornecem detalhes e
análises adicionais sobre o histórico de pre-
ços a longo prazo e a interpretação de dife-
rentes fases históricas do desenvolvimento
do Bitcoin. O Apêndice A desenvolve uma
interpretação empírica ano a ano dos padrões
de novos eventos do Bitcoin em termos dos
estágios de evolução monetária. Em seguida,
o Apêndice B desenvolve um único gráfico de
preços para todos os tempos e explica a sele-
ção dos dados. Não estava claro se, ou a extensão na
qual alguém iria “comprar” tanto as unida-
des quanto a ideia de utilizar o novo proto-
colo de pagamento no qual se inserem. Isto
é, provavelmente, muito mais semelhante do
que pode inicialmente ser imaginado para os
processos de pensamento de alguns caçado-
res-coletores céticos ou primeiros agriculto-
res respirando fundo e, finalmente, aceitando
pela primeira vez alguns colares de contas ou
peças de metais macios e brilhantes em troca
de bens “reais”. Nesta base, 2011 parece fornecer o con-
junto mais claro de marcadores empíricos
para o primeiro aparecimento de um com-
ponente de valor de meio de troca. O Bitcoin
não teve um tal componente durante todo o
ano de 2009 e durante a maior parte, senão Nenhum decreto ou comando faz com
que as pessoas comecem a negociar em Bit-
coin. A sua adoção também não resultou de
alguma pressão de vendas inteligente tirando
partido dos desinformados. Em contraste dia- MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
Konrad S. Graf
135 MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
Konrad S. Graf 135 dos principais entusiastas. Não somente não
há evidências de qualquer utilização como
meio de troca, um valor de negociação discer-
nível das unidades mal era evidente e se limi-
tava a casos esparsos. No entanto, as unida-
des passaram a existir e usuários começaram
gradualmente a brincar com elas, a coletá-las
e a colocá-las em uso dentro de estruturas de
ação. a totalidade, do ano de 2010. Este é o com-
ponente de valorização para a finalidade de
facilitar trocas indiretas – em termos simples,
oferecer Bitcoin em troca de bens e serviços. Em contraste com o período 2009-2010, este
componente específico se desenvolveu de for-
ma inequívoca ao longo de 2011, e tem estado
se desenvolvendo a cada ano sucessivo. Apêndice A: Interpretação
Monetária Por Ano Os preços semanais de referência de
abertura anual e fechamento anual vêm ou da
média ponderada semanal, ou de estimativas
grosseiras utilizadas para construir o gráfico
no Apêndice B (os detalhes estão explicados). O impulso chave das informações de eventos
abaixo são derivadas das páginas History e
Bitcoin First em Bitcoin.it/wiki, com informa-
ções adicionais de artigos de notícias e comu-
nicados de imprensa. Isto não pretende ser
uma história completa, mas sim fornecer um
conjunto suficiente de exemplos bem conheci-
dos para ilustrar as etapas gerais. Bitcoin Ano 2 (2010)
Primeira semana (média): $0,0036
Última semana (média): $0,27
Variação: +7400%
Marcos
Fevereiro:
O Mercado de Bitcoin abre para negociação
Maio:
A transação Bitcoin da pizza
Julho:
O câmbio MtGox abre no Japão para transa-
ções de Bitcoin
Outono:
Experimentação financeira anedótica com
vendas de opções e de ações a descoberto de
Bitcoin
Caracterização
Experimento técnico crescente, com negociações
mais organizadas do Bitcoin como novo bem de
investimento digital Bitcoin Ano 2 (2010) Primeira semana (média): $0,0036
Última semana (média): $0,27
Variação: +7400% Bitcoin Ano 1 (2009) Primeira semana: Sem preço. Última semana (média): $0,0006 (ASK)
Variação: N/A Primeira semana: Sem preço. Última semana (média): $0,0006 (ASK)
Variação: N/A Outono:
Experimentação financeira anedótica com
vendas de opções e de ações a descoberto de
Bitcoin Outono:
Experimentação financeira anedótica com
vendas de opções e de ações a descoberto de
Bitcoin Marcos Marcos
Fevereiro:
O Mercado de Bitcoin abre para negociação Fevereiro:
O Mercado de Bitcoin abre para negociação Bitcoin Ano 1 (2009)
Primeira semana: Sem preço. Última semana (média): $0,0006 (ASK)
Variação: N/A
Marcos
Janeiro:
Bloco gênesis, primeira transação
Outubro:
A New Liberty Standard começa a publicar o
custo de produção com base nas cotações. Geral:
Desenvolvimento do software e da rede. Caracterização
Experimento técnico sem usos monetários em
funcionamento Bitcoin Ano 1 (2009) 17bitcoin-otc.com;
Registro
de
doação:
1F1dPZxdxVVigpGdsafnZ3cFBdMGDADFDe Bitcoin Ano 4 (2012) Janeiro:
Doações de apoio ao sistema de negociação
Bitcoin OTC IRC (a primeira em 28 de de-
zembro de 2010)17. Três notas de cem trilhões
de dólares do Zimbábue foram compradas
no Bitcoin OTC por 4 bitcoins Primeira semana (média): $5,84
Última Semana (média): $13,37
Variação: +129% Primeira semana (média): $5,84
Última Semana (média): $13,37
Variação: +129% Marcos Outubro:
A New Liberty Standard começa a publicar o
custo de produção com base nas cotações. Caracterização
Experimento técnico crescente, com negociações
mais organizadas do Bitcoin como novo bem de
investimento digital O Ano 2 viu o primeiro desenvolvimen-
to de preços de mercado autênticos para com-
prar e vender Bitcoin (além das cotações de
custo de produção). Ainda havia pouca ou
nenhuma utilização visível de Bitcoin para fa-
cilitar a compra e venda de bens e serviços,
embora o comércio de Bitcoin como um bem
de investimento digital tenha progredido. Caracterização
Experimento técnico sem usos monetários em
funcionamento O Ano 1 foi uma fase de experimentações
técnicas com possibilidades de êxito remotas
e de longo prazo para o Bitcoin em seu papel
pretendido como meio de troca, nas mentes 136 Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II viços, tanto online quanto pessoalmente. As
possibilidades ainda eram bastante limitadas,
mas era evidente que o Bitcoin estava sendo
utilizado para pagar por bens e serviços, em
oposição a ser transacionado somente como
bem de investimento digital. Primeira semana (média): $0,31
Última semana (média): $4,26
Variação: +1274% Marcos Bitcoin Ano 4 (2012) Bitcoin Ano 5 (2013 - YTD) Bitcoin Ano 5 (2013 - YTD) Primeira semana (média): $13,11
Semana do dia 28 de outubro (média): $198,88
Variação: +1417% Primeira semana (média): $13,11
Semana do dia 28 de outubro (média): $198,88
Variação: +1417% Apêndice B: Gráfico da Formação de
Preços em Cinco Anos O gráfico a seguir reflete, em uma ima-
gem, toda a história da formação de preços do
Bitcoin. A visualização destes dados em con-
junto requer uma escala logarítmica, de modo
que os números menores não desapareçam
na linha de base. Em conformidade com uma
perspectiva de longo prazo, são utilizados nú-
meros semanais típicos ou, quando disponí-
veis, médias ponderadas semanais. Isto ajuda
a filtrar o ruído dos picos extremos de curto
prazo e os vales (inícios de expansão dos ci-
clos de negócios) de mania/pânico que são tão
amados para utilização nos bordões da mídia
pop. A reta azul horizontal que vai de janeiro a
outubro de 2009 deve ser entendida como “ne-
nhum preço de nenhum tipo”, apesar da escala
logarítmica não permitir uma verdadeira linha
zero (vista aqui como $0,0001). Marcos
Fevereiro: Reddit e Mega começam a aceitar
Bitcoin Março/Abril: Corrida para valor de entrada
associada nos meios de comunicação com o
auto-resgate (bail-in) do Chipre Março/Abril: Corrida para valor de entrada
associada nos meios de comunicação com o
auto-resgate (bail-in) do Chipre Maio: Anunciada a compra de cartões de pre-
sentes Gyft através do BitPay. Lançado o mer-
cado BitPremier de bens de luxo Setembro: BitPay anuncia que tem 10.000
clientes comerciais, mais de 10x YoY Outubro: O mercado Silk Road é derrubado. Queda curta e brusca da taxa de câmbio se-
guido por um mês de recuperação, até 60%
do nível pré-anúncio, acompanhado de uma
onda midiática na China. Primeiros ATMs de
Bitcoin enviados e sendo instalados para uso
comercial Caracterização Caracterização
Expande-se a utilização como meio de troca, de-
senvolvendo-se a partir do ano anterior Caracterização
Expande-se a utilização como meio de troca, de-
senvolvendo-se a partir do ano anterior O Ano 5 testemunhou ciclos de atenção
da mídia, movimentos de preço dramáticos,
e incontáveis empresas iniciantes e expansões
em todo o mundo, geralmente tendo como ob-
jetivo tornar a utilização do Bitcoin mais fácil
para círculos mais amplos de consumidores e
comerciantes. Criados vários fundos de inves-
timento e fundos anjo de Bitcoin. Conferências
realizadas com frequência cada vez maior em
todo o mundo. Um fluxo constante de novos
itens continuou a indicar a ampliação das op-
ções para a compra e venda de bens e serviços
com Bitcoin. O Ano 4 testemunhou consolidação cons-
tante, misturada com notícias negativas de es-
cândalos esparsos e quebras de taxas de câm-
bio ou da segurança de usuários. No entanto,
um fluxo de novos itens indicou a expansão
das opções para a compra e venda de bens e
serviços com Bitcoin; seu componente de valor
de meio de troca continuou a crescer. Marcos Geral:
A página “Bitcoin First” continua a listar as
histórias de supostas transações primeiras-
-do-tipo (first-of-type) com Bitcoin. O Ano 3 foi o primeiro durante o qual o
registro histórico mostra, de forma inequívo-
ca, várias linhas de evidência de que o Bitcoin
estava sendo usado para comprar bens e ser- MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
Konrad S. Graf 137 18 Isto toma o gráfico de três anos desenvolvido em meu
artigo do dia 25 de julho de 2013, “Tiger cub growing
up? Bitcoin weekly average closing prices year over
year”, em konradsgraf.com e o estende 1) adicionando
novos dados subsequentes e 2) extrapolando para o
passado pré-MtGox. Caracterização Expande-se a utilização como meio de troca, desen-
volvendo-se a partir dos dois anos anteriores Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II Sobre as Origens do Bitcoin: Estágios da Evolução Monetária – Parte II 138 site do NLS também inclui os preços do Bit-
coin Market (refletidos na reta BtMk). Links
diretos para os dados do Bitcoin Market pare-
cem não estar mais acessíveis. A NLS ofereceu a venda de Bitcoin em
blocos mínimos de valor iguais a um grama
de ouro na época (em particular, unidades Pe-
cunix). As taxas de venda da NLS foram des-
critas como “a média da produção ajustada
de Bitcoin por dia dividida pelos custos mé-
dios de produção por dia”20. Não estou certo
a respeito da medida em que os comprado-
res tomaram NLS nesses preços ofertados ou
da medida em que os preços indicados para
o Bitcoin Market verdadeiramente refletiram
transações concretas, ou em que volumes. Uma segunda versão deste gráfico, a se-
guir, clarifica a associação das diferentes retas
de dados com os anos do calendário18. As re-
tas de declividade, do início ao fim de cada
ano do calendário (ou o ponto de dados mais
disponível) mostram como as retas de dados
combinam-se para sugerir uma tendência his-
tórica geral.i Como estimativas de custo de produção,
os números históricos da NLS não constituem
necessariamente os preços de mercado per se,
dado que não está claro que negociações esta-
vam realmente sendo realizadas. No entanto,
na medida em que o Bitcoin foi comprado a
esses preços de venda (ou a preços próximos),
isto proporciona uma fonte de dados sistemá-
ticos para esta fase inicial. Estes dados publica-
dos de custos de produção também ajudaram
a definir o contexto para o início dos desenvol-
vimentos subsequentes de formação de preços. O gráfico combina diferentes fontes de
dados para diferentes períodos de tempo. A
reta Bstp-13 é o gráfico da média ponderada
semanal para a câmbio Bitstamp em 2013. Abandonei os dados de câmbio MtGox dado
que se tornaram claramente pontos fora da
curva durante o ano de 2013. Gox-10 - Gox12
são os gráficos das médias ponderadas sema-
nais para toda a história do MtGox a partir da
sua negociação de abertura de $0,05 ao longo
de 2012. Uma notícia anedótica recente diz que
Kristoffer Koch comprou 5.000 bitcoins por
150 coroas norueguesas “em 2009”21. Caracterização Assumo NSL-09 - NSL-10 se referem aos preços
de oferta de Bitcoin publicados no New Liberty
Standard19 no final de 2009 e início de 2010. O (gold.org/investment/statistics/gold_price_chart/). Fi-
nalmente, converti as cotações de Bitcoin/dólar resul-
tantes para cotações de dólar/Bitcoin, para ajustar ao
resto do gráfico. O gráfico mostra que os preços médios
listados para o Bitcoin Market em média funcionam
por debaixo da média da NLS dos preços de compra
dos custos de produção durante este período. 20 Para 2009, a NLS explicou que a sua “taxa de câmbio
foi calculada dividindo $1,00 pela quantidade média
de eletricidade necessária para fazer funcionar um
computador de CPU elevada durante um ano, 1331,5
kWh, multiplicada pelo custo médio da eletricidade
residencial nos Estados Unidos para o ano anterior,
$0,1136, dividido por 12 meses e dividido pelo número
de bitcoins gerado pelo meu computador durante os
últimos 30 dias”. 19 Citado da página para 2010: newlibertystandard.wi-
kyfoundry.com/page/Exchange+Rate. Para os preços
NLS de 2010, tomei os preços de oferta listados diaria-
mente para Bitcoins por unidades de grama de ouro e
estimei um preço típico aproximado para cada semana
do calendário. Converti isto para termos de dólar ao
preço do dólar por grama de ouro para essa semana
utilizando os dados históricos do World Gold Council 21 21 Nenhuma notícia que pude encontrar especificou
uma data de compra. Aqui está uma notícia como MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
Konrad S. Graf
139 MISES: Revista Interdisciplinar de Filosofia, Direito e Economia
Konrad S. Graf 139 perimento. Os mineradores estavam garim-
pando moedas (aqueles que suspeitavam que
o experimento poderia ter êxito algum dia
as estavam mantendo), os desenvolvedores
estavam aprimorando o software e algumas
transações experimentais – e mais tarde, nes-
se mesmo ano, algumas transações de Bitcoin
por dinheiro – estavam sendo realizadas, com
preços em frações de centavos. que isto ocorreu provavelmente tarde se foi
em 2009 e, em dezembro de 2009, isto equiva-
lia a $26. O preço pago foi então equivalente
a $0,0052 por bitcoin. Mais detalhes sobre tais
negociações anedóticas poderiam suplemen-
tar nosso conhecimento deste período inicial
e as datas reais seriam úteis para tais dados. exemplo:news.com.au/money/money-matters/
norwegian-student-kristoffer-koch-buys-27-in-
bitcoin-in-2009-now-he-owns-an-apartment/story-
e6frfmd9-1226748159679. Caracterização Para referência, a “transação Bitcoin da piz-
za” de maio de 2010 refletiu uma valoração
do Bitcoin de $0,0025, abaixo do preço do Bit-
coin Market que, naquela época, estava por
volta de $0,0045 e também abaixo do preço
da NLS, que estava em torno de $0,0055. Em
suma, a faixa de preços, na época, ficava entre
um quarto de centavo e meio centavo.i p
No período 2009-2010, Bitcoins eram
utilizados como objetos dentro das estruturas
de meios/fins dos atores humanos, sem que
essas ações implicassem na utilização do Bit-
coin para facilitar trocas indiretas. Esta foi uma
fase durante a qual as unidades de bitcoins es-
tavam sendo descobertas como novos objetos
de ação, tornando-as bens no sentido mais bá-
sico – colecionáveis promissores (2009) ou ex-
cepcionalmente bens de investimento digital
de alto risco acerca dos quais poucas pessoas
viam qualquer potencial (2010). Os bitcoins co-
meçaram a funcionar de maneira discernível
como meio de troca apenas em 2011. A reta NoEXV significa “nenhum valor
de troca”. Isto representa um período de pelo
menos nove meses para o qual não há nenhu-
ma evidência visível de qualquer padrão de
unidades de bitcoins sendo compradas e ven-
didas, e muito menos utilizadas como meio
de troca. Contudo, ao longo de 2009, a rede
Bitcoin estava sendo operada como um ex-
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DICOMweb™: Background and Application of the Web Standard for Medical Imaging
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Journal of Digital Imaging (2018) 31:321–326
https://doi.org/10.1007/s10278-018-0073-z
DICOMweb™: Background and Application of the Web Standard
for Medical Imaging
Brad W. Genereaux 1 & Donald K. Dennison 2 & Kinson Ho 3 & Robert Horn 4 & Elliot Lewis Silver 3 & Kevin O’Donnell 5 &
Charles E. Kahn Jr 6
Published online: 10 May 2018
# The Author(s) 2018
Abstract
This paper describes why and how DICOM, the standard that has been the basis for medical imaging interoperability around the
world for several decades, has been extended into a full web technology-based standard, DICOMweb. At the turn of the century,
healthcare embraced information technology, which created new problems and new opportunities for the medical imaging
industry; at the same time, web technologies matured and began serving other domains well. This paper describes
DICOMweb, how it extended the DICOM standard, and how DICOMweb can be applied to problems facing healthcare
applications to address workflow and the changing healthcare climate.
Keywords DICOMweb . DICOM . REST . Imaging . Interoperability . Standards . WADO
* Brad W. Genereaux
brad.genereaux@agfa.com
Donald K. Dennison
don@dondennison.com
Kinson Ho
kinson.ho@mckesson.com
Robert Horn
rjhorniii@gmail.com
Elliot Lewis Silver
Elliot.Silver@mckesson.com
Kevin O’Donnell
kodonnell@MRU.MEDICAL.CANON
Charles E. Kahn, Jr
Charles.Kahn@uphs.upenn.edu
1
Agfa HealthCare, 375 Hagey Boulevard, Waterloo, ON N2L 6R5,
Canada
2
Don K Dennison Solutions Inc., 205 Fern Cres, Waterloo, ON N2V
2P9, Canada
3
Change Healthcare, 10711 Cambie Road, Richmond, BC V6X 3G5,
Canada
4
Fairhaven Technologies, Maynard, Massachusetts, USA
5
Canon Medical Research USA, Inc., 706 Deerpath Drive, Vernon
Hills, IL 60061, USA
6
Department of Radiology, University of Pennsylvania,
Philadelphia, PA 19104, USA
Introduction
Medical imaging plays a critical role as a diagnostic tool.
Reynolds concluded back in 2003, Bwhile written descriptions
of lesions and infectious processes may be detailed, the visual
presentation of these conditions is much more accurate and effective for diagnosis and treatment^ [1]. With that in mind,
Bimage enablement^ in healthcare software becomes paramount.
Image enablement extends beyond inserting pictures into a
health record; it includes the set of collaborative workflows that
helps clinicians convey and interpret the patient’s condition in
ways that text cannot. Because imaging is key to so many clinical workflows, if imaging exists, but is not accessible, clinicians
may need to re-image the patient [2], which adds risk from
ionizing radiation, creates unnecessary cost, causes delays in
treatment, increases stress and discomfort for the patient and
their families, and increases strain on hospital resources.
In order to address these challenges, all applications that
touch upon medical imaging—be they Picture Archive and
Communication Systems (PACS), Electronic Medical Records
(EMR), Electronic Health Records (EHR), Radiology
Information Systems (RIS), Vendor Neutral Archives (VNA),
imaging acquisition devices, network gateways, and proxies—
must agree to communicate information in a standard way and
in a standard format.
The standard for medical imaging information is DICOM
(Digital Imaging and Communication in Medicine). DICOM
322
was first released in 1985, has undergone many changes, and
has been adopted worldwide. The demands upon networking
technologies have increased, which has brought about an evolution. Higher bandwidth wireless connectivity is now possible. At the same time, the devices clinicians use has changed,
from a limited use of dedicated workstations to expanded use
coupled with mobile devices with limited bandwidth, limited
resolution, and limited battery life. The way information is
accessed has changed, from being limited within a hospital
to being shared across the enterprise and between enterprises.
These changes necessitated new security requirements and enterprise IT policies for DICOM. As a result, DICOM adopted
new technologies beginning in 2003. DICOM introduced web
technologies with the inclusion of WADO (Web Access to
DICOM Persistent Objects). Those DICOM web services
have evolved to become the standard called DICOMweb.
J Digit Imaging (2018) 31:321–326
formatted as single or multi-frame objects, multidimensional volumes, or cine loops. These may be original
or derived images and may be associated with annotations and
other presentation settings. These objects can refer to related
documents, such as requisitions, consent forms, and reports.
Other non-image medical data, like ECG waveforms, ultrasound measurements, or radiation dose information, can also
be stored using DICOM. For all objects, DICOM defines significant meta-data, for example, for patient identification and
demographics, ordering information, acquisition parameters,
and workflow context. This metadata is used to query, sort,
route, display, and manage the images.
In terms of an information model, DICOM defines a logical
hierarchy, starting with the patient, as demonstrated in Fig. 1.
&
&
Review
The most basic imaging use case includes scheduling, acquiring, managing, processing, displaying, reporting on, and distributing images. A patient is scheduled for a diagnostic exam
(e.g., a chest radiograph). A radiography technician uses an
imaging device (e.g., an X-ray unit) to acquire images and
transmit them to an archive (e.g., a PACS). A radiologist accesses these images, interprets them, and creates a report that
is sent to the Radiology Information System (RIS) for distribution to the referring physician, sometimes alongside the
images. During interpretation, radiologists may need to see
prior imaging studies. Increasingly, such studies are available
from other institutions, from jurisdictional, regional or national archives, from cloud-based image sharing solutions, or
brought by patients or their families on a CD or DVD.
Today, one may choose to store imaging information to a
long-term archive, burn the images to a CD or DVD for the
patient, share it through an EHR, render them on mobile devices (like tablets or phones), digitally reconstruct the images
to form 3D visualization, and share them to portals (for ordering physicians or to patients themselves).
DICOM is the standard for retrieving, storing, printing, and
transmitting information in medical imaging, and includes
both a file structure and communication protocol [3]. It is an
international standard (ISO 12052) for medical imaging and
related information. DICOM defines formats for images,
waveforms, and derived structured data to provide the entire
dataset necessary for clinical use. It enables imaging department workflow management, media exchange and printing,
and it achieves this using service-based network protocols
over TCP/IP and HTTP. DICOM defines how to store acquired images from modalities such as CT, MRI, X-Ray,
Ultrasound, Angiography, PET, microscopes, cameras and
ophthalmological devices. These image instances may be
&
&
A patient represents the human or animal subject of medical imaging and has a collection of imaging studies.
Each study represents an organized set of images for a
particular diagnostic purpose and contains a collection of
series.
Each series represents a single acquisition event on a single machine and contains a collection of instances.
Each instance represents a single data object which may
be an image frame, a set of images frames, or a document
(measurements or a report).
Furthermore, even when distributed or accessed independently, each DICOM instance is fully usable since it is fully
self-describing. Each instance contains a complete set of metadata, including:
&
&
&
Study-level attributes, such as the study unique identifier,
the study description, and the patient demographics.
Series-level attributes, such as the series unique identifier,
the modality, and the body part imaged.
Instance-level attributes, such as the instance unique identifier, the image resolution, and the table position where
the image was acquired.
Each attribute of the metadata has a defined data type and
cardinality and is identified by a 32-bit tag—usually shown as
two sets of four hexadecimal digits. For example, the tag
(0010, 0010) identifies the data attribute containing the patient’s name, which has the datatype of a person name, and
can occur at least once. Each DICOM instance is identified by
a globally unique identifier (meaning, no two instances ever
use the same identifier, worldwide).
DICOM also defines non-image objects that are associated
with images and studies—these include:
&
Key object selections (called KOS) identify one or more
images intended for a specific purpose, such as
representing something clinically significant.
J Digit Imaging (2018) 31:321–326
323
Fig. 1 DICOM information
model
&
&
&
Grayscale presentation states (called GSPS) describe how
an individual image or a set of images can be annotated,
rotated, cropped, and brightness and contrast adjusted,
without modifying the underlying image instance.
Structured reports (called SR) encode measurement data
in a machine-readable way (e.g., radiation dose SR for
ionizing radiation exposures)
Encapsulation objects take non-DICOM files such as
CDA [4] (clinical document architecture), PDFs, or textual reports and store them in the DICOM format so they can
be stored and managed as part of an imaging study.
As new imaging-related technologies emerge, such as
multi-energy CT, or clinical 3D printing, new object types
are defined.
To understand how DICOMweb became part of the standard, it is important to understand the healthcare and technology ecosystems. Technology in general, and specifically in
healthcare, had evolved and so the technologies used in medical imaging had to evolve as well to meet the needs of clinical
systems utilizing imaging. Imaging is not the major focus for
many healthcare systems, which thus may be reluctant to invest time and effort into understanding a Bniche^ protocol
such as DICOM. There may be safety risks if systems are
misconfigured or misused; for example, displaying an arm
X-ray for an amputation surgery without the laterality markers
specified in the DICOM metadata can lead to serious errors.
There are many nuances associated with display of medical
images, including tag morphing, lifecycle management, scaling, and dealing with huge data sets. In addition, given that
Information Technology (IT) personnel are familiar with concepts such as image display and content upload over the web,
and data parsing, historically, DICOM did not use the same
technology commonly encountered for those applications.
The DICOM file format is not an image format recognized
by internet browsers (unlike JPEG, GIF, PNG, and others).
Storing newly acquired images (such as, from a clinician’s
smartphone for an ad-hoc acquisition) requires in-depth
knowledge of both the acquisition parameters and DICOM
rules to create the right tags and file format. Managing the
image lifecycle (from acquisition, to ingestion, to storage)
requires specialized software. Metadata extraction requires
parsing binary data, as opposed to XML or JSON technologies. Scaling a system upward requires specialized knowledge
of imaging systems, unlike growing a set of clustered nodes in
a virtual cloud infrastructure. Storage and bandwidth/latency
issues are magnified as image data sets grow into gigabytes
and terabytes. There was a need to leverage new technologies
in medical imaging, and the users and vendors in the medical
imaging industry needed ways to take advantage of web technologies in ways that were compatible with their significant
investments in existing infrastructure.
Aside from the technology, the needs of clinicians and
healthcare institutions changed over time too. Patientcentered care continues to evolve and it demands consistent
access to data wherever it is stored (including other institutions) from anywhere the clinician happens to be (in the hospital, at home, in an airport terminal) and on whatever device
the clinician is using (a desktop computer, a tablet, a telemedicine cart, a patient bedside terminal, a hallway-mounted computer, or a mobile phone). Hospital IT departments have
evolved from individual departmental specialists into enterprise teams, marked with some associated loss of specialist
knowledge. Application development paradigms have shifted
toward service-oriented architectures. Security and privacy
concerns have become much more prevalent, especially with
moves to cloud services that have begun to reflect patient
confidentiality regulations and protections. The era of
Bpushing^ healthcare data from system to system has started
to come to an end, and the era of Bpulling^ data on demand
has begun. Furthermore, the principles of traditional radiological imaging are being supplanted by a broader concept
of enterprise imaging with governance of all clinical images regardless of their origin. Enterprise imaging is Ba set
of strategies, initiatives and workflows implemented across
a healthcare enterprise to consistently and optimally capture, index, manage, store, distribute, view, exchange, and
analyze all clinical imaging and multimedia content to enhance the electronic health record.^ [5] So, for both technology and non-technology reasons, a different approach
had to be taken to address the needs of users and systems
across the spectrum.
324
Starting in 2003, a web-enabled DICOM extension began
to take shape. Initially called WADO, or Web Access to
DICOM Persistent Objects, it defined a method to retrieve
DICOM objects using HTTP, the same technology used on
the web. Over time, other services were added to DICOM to
augment the retrieval use case—this included search via
QIDO-RS (Query based on ID for DICOM Objects) and upload via STOW-RS (Store over the Web). WADO was
upgraded to WADO-RS to more closely follow the emerging
RESTful style of web interfaces. Collectively, these technologies became known as DICOMweb. DICOMweb adds
HTTP powered services to DICOM, modeled after the style
of Representational State Transfer (REST). REST has become
the dominant API style used by companies and market verticals all around the world [6]. REST enables systems that are
scalable, fault-tolerant, recoverable, secure, and looselycoupled [7]. DICOMweb was designed to augment existing
DICOM systems with web technologies. This is important
because, given the penetration of DICOM-enabled systems
all around the world by hundreds of companies producing
trillions of DICOM images, it is not feasible to switch to a
completely different standard without disruption. DICOMweb
makes it possible to render DICOM instances into widely used
consumer-friendly formats suitable for web browsers on both
desktops and mobile devices, without requiring a mass conversion of the existing historic data or information model.
DICOMweb preserves the historical DICOM information
model and metadata rules while enabling access to this information in web formats.
Through embracing web technologies, DICOMweb helps
to enable communication of imaging data not only to systems
within an institution but also to those outside. Further, it supports the security necessary to make this safe natively using
the same industry standards that secure commercial activities
like banking. Industry-standard security and acceleration appliances can be used to achieve greater performance, since
they are optimized for industry-standard HTTP traffic. And,
through using RESTful principles, DICOMweb allows for
rapid development by software developers. It is possible to
access basic DICOMweb retrieval services directly in a browser with no special tools needed; to access traditional DICOM
services, often specialized software libraries were needed.
Medical imaging over the web has undergone its own evolution, as well. This technology evolution is indicated by the
suffix on the service names; BURI^ representing a Uniform
Reference Identifier method, BWS^ representing a Web
Service (or SOAP) method, and BRS^ representing a
RESTful method. The original WADO service, now known
as WADO-URI, was developed to provide retrieval of
DICOM instances using query parameters on a single resource. For example, a WADO-URI service resource URL
may look like Bhttps://myserver.com/wado?studyUID=2.16.
840.1.1.2.3&seriesUID=2.16.840.1.4.5.6&objectUID=2.16.
J Digit Imaging (2018) 31:321–326
840.1.7.8.9^ where the resource is named Bwado^ and the
parameters passed include BstudyUID^, BseriesUID^, and
BinstanceUID^. This has since evolved into what is known
as WADO-RS, which uses multiple resource concepts to
provide retrieval services. For example, Bhttps://myserver.
com/studies/2.16.840.1.1.2.3/series/2.16.840.1.4.5.6/
instances/2.16.840.1.7.8.9^ refers to a hierarchal relationship
of resources—the 2.16.840.1.7.8.9 instance resource in the
Binstances^ resource in the B2.16.840.1.4.5.6 series resource
in the Bseries^ resource in the 2.16.840.1.1.2.3 study resource
in the Bstudies^ resource. This more accurately reflects how
the study contents are nested and provides the ability to
request bundles of resources at the series or study level.
DICOMweb also aligns with evolutions in other healthcare
APIs; an example of this is HL7’s Fast Healthcare
Interoperability Resources (FHIR) [8]. Reflecting evolving
approaches to network communications, for a period
DICOM also defined a web API called WADO-WS using
the SOAP (Simple Object Access Protocol) specification,
but this API has since been retired from the DICOM
Standard [9]. During the same time period, an independent
group began to work on a competing standards project, called
MINT (Medical Imaging Network Transport) [10]. Many of
the concepts from MINT were later re-worked and adopted
into the development of the DICOMweb *-RS services, with
input from the user and vendor communities alike.
Discussion
DICOMweb defines five core services that correspond to traditional DICOM operations—query, retrieve, store, workflow,
and service discovery (see Fig. 2).
Part 18 of the DICOM Standard defines these services
using a common language and terminology. DICOMweb defines resources and operations on those resources using the
style of REST on top of the HTTP standard. Studies, series,
and instances, along with their identifiers, are all resources that
Fig. 2 DICOMweb operations
J Digit Imaging (2018) 31:321–326
can be retrieved (via GET operations) and created (via POST
operations).
Query operations, referred to as QIDO-RS (Query based on
ID for DICOM Objects using RESTful Services), are invoked
by requesting one of the generic resources (e.g., Bhttps://
myserver.com/studies/2.16.840.1.1.2.3/series/2.16.840.1.4.5.
6/instances^ requests the Binstances^ resource for a specific
study and series). Additional request parameters are typically
supplied to filter the results. For example, BGET http://server.
com/studies/?00100010=DOE^JOHN^ will return all studies
that belong to patients named John Doe. Responses can be
returned in either XML or JSON format, depending on what
the client requests and what the server supports.
Retrieve operations, referred to as WADO-RS (Web
Access to DICOM Persistent Objects using RESTful
Services), are invoked by requesting one of the specific identifier resources (e.g., Bhttps://myserver.com/studies/2.16.840.
1.1.2.3/series/2.16.840.1.4.5.6/instances/2.16.840.1.7.8.9^
requests the instance with the unique identifier B2.16.840.1.7.
8.9^). Without further request parameters, this will return a
full DICOM instance—a binary object that contain the
metadata payload and pixel data. At an instance resource
level, only one object is returned, but at the study or series
resource level—for example, Bhttps://myserver.com/studies/2.
16.840.1.1.2.3/^—all of the instances in all of the series of that
study are returned. Rendered images suitable for display in
browsers can also be requested by specifying the media
type, like Bimage/jpeg^ (a JPEG image) or Bimage/png^ (a
PNG encoded image). Images can be requested to be a
particular size or to be cropped to contain only a specific
region of an image or to have a presentation state applied.
Store operations, referred to as STOW-RS (Store over the
Web using RESTful Services), are invoked to create instances
by uploading instances to the Bstudy^ resource (e.g., Bhttps://
myserver.com/studies^) with pixel data and a properly formed
set of metadata in either XML or JSON. A set of instances can
be uploaded as well. In response, the server returns a receipt of
what was processed, and what failed processing. With the
store operation, an application is able to easily take a
standard JPEG image (by a consumer camera or mobile
phone, for example) and upload it to a DICOM archive with
an HTTP POST with a few key metadata elements in XML.
Workflow operations, referred to as UPS-RS (Unified
Procedure Step using RESTful Services), are invoked by creating, claiming, and updating specific work item resources
that store and communicate the state of a work item, its inputs
and outputs. Systems can create work items for other systems
to fulfill and monitor their progression through to completion.
Furthermore, systems can subscribe to receive notifications
whenever a work item is updated. The notifications use web
sockets [11] (defined as part of the HTTP protocol).
Service discovery operations are invoked by using the
HTTP OPTIONS verb [12] on any resource. This allows client
325
systems to find out in a machine understandable way what
DICOMweb services are available on a given server. This is
particularly useful since not all systems implement all
DICOMweb services. DICOMweb servers return a document
that defines what the host server is capable of, using a description language called WADL (web application description
language).
For DICOM instances that are not in the patient-studyseries-instance data structure, there is also a non-patient object
service. This includes, for example, color profiles used in the
rendering of images, as well as CT protocols used when acquiring images.
For the convenience of developers, these DICOMweb services can return metadata rendered using Extensible Markup
Language (XML) [13], or JavaScript Notation (JSON) [14].
Both indicate the relevant DICOM tag, the data type, and the
specific value of that field. Consider a study date of April 9,
2013 contained in DICOM attribute [0008,0020] which has a
DATETIME value representation.
Data that is unwieldy to return in a response (such as binary
content) can be replaced in the response by a bulk data reference, which can be separately retrieved if the client needs to
do so.
Summary
In summary, DICOMweb, and DICOM as a whole, represents
medical imaging in a standard way allowing products around
the world from hundreds of vendors to interoperate successfully in all sorts of use cases. DICOMweb enables collaborative use of medical imaging in medical use cases combining
imaging and non-imaging data. When presenting a report of
findings in a health application, there was traditionally just
text, perhaps organized in sections. By leveraging
DICOMweb, reports can contain links to original images, derived images, and supportive data. Using DICOMweb, those
links allow the images to be retrieved in a displayable format
and presented inside the health application.
DICOMweb is now a stable standard. New applications of
DICOMweb can enable next generation technologies, such as
image analytics and machine learning, by lowering the barrier
to entry to retrieve instances appropriate for analysis. By preserving the information model, it is entirely tractable to create
a proxy system that could add DICOMweb interfaces to an
existing DICOM product that has not implemented the
DICOMweb components. Furthermore, DICOMweb enhancements are being added; for example, in 2017, new resources at the study, series and instances levels is being developed to return small representational images (e.g.,
Bthumbnails^) suitable for display in applications to aid clinicians in selecting the data they wish to display.
326
J Digit Imaging (2018) 31:321–326
DICOMweb provides methods that are common across
every market vertical and sector. It provides the same API
methodologies and strategies that are familiar to software developers. It lowers the barrier to entry of working with medical
images by using familiar tools. DICOMweb enables patientcentric care by providing secured and protected modern webdriven architectures that are both backward-compatible and
forward-thinking. Improving access to imaging and reducing
the cost of interoperability makes imaging more ubiquitous;
this in turn reduces delays and repeat examinations and enables clinicians to better collaborate with care teams locally
and globally, ultimately improving access to quality care.
2.
Acknowledgements The authors gratefully acknowledge the works and
dedication of David Clunie, Chris Hafey, Jeroen Medema, Jim Philbin,
Harry Solomon, Stephen Vastagh, and Jonathan Whitby. The authors also
wish to acknowledge the efforts of standards bodies and associated organizations of DICOM, NEMA, MITA, RSNA, ACR, HL7, IHE, HIMSS,
and SIIM.
7.
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.
10.
3.
4.
5.
6.
8.
9.
11.
12.
References
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Susan I. Reynolds. 2003. Imaging: New electronic tool for
clinicians. AMIA Annu Symp Proc. Retrieved from http://www.
ncbi.nlm.nih.gov/pmc/articles/PMC1480347/
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Vest JR, Kaushal R, Silver MD, Hentel K, Kern LM. 2014. Health
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Wikipedia. 2017. DICOM. Retrieved from https://en.wikipedia.org/
wiki/DICOM
DICOM. 2017. Imaging Reports using HL7 Clinical Document
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dicom/current/output/chtml/part20/chapter_1.html
Christopher J. Roth, Louis M. Lannum, Kenneth R. Persons. 31
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com/article/10.1007/s10278-016-9882-0
John Musser. May 5, 2011. Open APIs – State of the Market 2011.
Retrieved from http://www.slideshare.net/jmusser/open-apis-stateof-the-market-2011
Fielding RT: Chapter 5: Representational state transfer (REST).
Architectural Styles and the Design of Network-based Software
Architectures. Irvine: University of California, 2000
HL7. 2017. FHIR Release 3 (STU). Retrieved from https://www.
hl7.org/fhir/
DICOM Standards Committee. 2017. Retirement of WADO-WS.
Retrieved from ftp://medical.nema.org/MEDICAL/Dicom/final/
sup198_ft2_retire_wado-ws.pdf
MINT. March 14, 2014. Medical Imaging Network Transport
Readme. Retrieved from https://github.com/medical-imagingnetwork-transport/medical-imaging-network-transport
DICOM. 2017. OpenEventChannel. Retrieved from http://
dicom.nema.org/medical/dicom/current/output/chtml/part18/
sect_6.9.10.html
DICOM. 2017. RS Capabilities Service. Retrieved from http://
dicom.nema.org/medical/dicom/current/output/chtml/part18/sect_
6.8.html#sect_6.8.1.1.1
DICOM. 2017. Native DICOM Model. Retrieved from http://
dicom.nema.org/medical/dicom/current/output/chtml/part19/
chapter_A.html#sect_A.1
DICOM. 2017. DICOM JSON Model. Retrieved from http://
dicom.nema.org/medical/dicom/current/output/chtml/part18/
chapter_F.html
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English
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Prediction of water breakthrough time in horizontal Wells in edge water condensate gas reservoirs
|
E3S web of conferences
| 2,020
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cc-by
| 3,126
|
Prediction of water breakthrough time in horizontal Wells in edge
water condensate gas reservoirs
Huang QuanHua1, Lin XingYu*1
1Petroleum engineering school, Southwest petroleum university, Chengdu, Sichuan, 610500, china Huang QuanHua1, Lin XingYu*1 1Petroleum engineering school, Southwest petroleum university, Chengdu, Sichuan, 610500, china Abstract: Horizontal Wells are often used to develop condensate gas reservoirs. When there is edge water in
the gas reservoir, it will have a negative impact on the production of natural gas. Therefore, reasonable prediction
of its water breakthrough time is of great significance for the efficient development of condensate gas
reservoirs.At present, the prediction model of water breakthrough time in horizontal Wells of condensate gas
reservoir is not perfect, and there are mainly problems such as incomplete consideration of retrograde condensate
pollution and inaccurate determination of horizontal well seepage model. Based on the ellipsoidal horizontal
well seepage model, considering the advance of edge water to the bottom of the well and condensate oil to
formation, the advance of edge water is divided into two processes. The time when the first water molecule
reaches the bottom of the well when the edge water tongue enters is deduced, that is, the time of edge water
breakthrough in condensate gas reservoir.The calculation results show that the relative error of water
breakthrough time considering retrograde condensate pollution is less than that without consideration, with a
higher accuracy. The example error is less than 2%, which can be effectively applied to the development of edge
water gas reservoir. Corresponding author: cnlinxingyu@163.com 1 Introduction increases because the condensate occupies the pore
volume, thus accelerating the advance of edge water. Therefore, although the retrograde condensate area of
condensate gas reservoirs is limited, the influence of
condensate oil on the water breakthrough time cannot be
ignored. In this paper, a model for predicting water
breakthrough time of edge water condensate gas reservoir
is developed by taking into account such factors as gas
flow degree ratio, bound water saturation, residual gas
saturation, condensate oil saturation, distance between gas
well and edge water, and horizontal well length. Edge water often causes water invasion to condensate gas
reservoir, which affects gas reservoir recovery. At present,
there are many studies on conventional gas reservoir
models of edge water. In 1983, KUO[1] predicted the water
breakthrough time of edge water and bottom water gas
reservoirs based on the seepage law of fluids in porous
media.In 2017, GUO[2] established a water breakthrough
time prediction model for high sulfur gas reservoirs.In
2011, Wu Keliu [3] established a prediction model of water
breakthrough time for edge water gas reservoirs
considering retrograde condensate effect, which provided
a theoretical basis for controlling water breakthrough
time.In 2016, we [4] analyzed the water breakthrough time
of bottom water gas reservoirs with baffles. In 2018, Ming
Ruiqing [5-6] established a water breakthrough time
prediction model for the edge water condensate gas
reservoir, but the horizontal well seepage model was
circular, which was not consistent with the actual
situation.In 2019, we [7-8] established a horizontal gas well
water breakthrough model with consideration of high-
speed non-Darcy effect. The model adopted an ellipsoidal
seepage model, which was successfully applied to the
prediction of water breakthrough time of high-yielding
horizontal Wells.In 2020, we [9] also established a
prediction model for water breakthrough time in vertical
Wells considering edge water condensate gas reservoirs. E3S Web of Conferences 213, 02009 (2020)
ACIC 2020 E3S Web of Conferences 213, 02009 (2020)
ACIC 2020 https://doi.org/10.1051/e3sconf/202021302009 © 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/). 3 The formulas (6) ( )
By deforming and integrating equation (6), the
breakthrough time of water quality point from the initial
gas-water interface to the bottom hole can be obtained: ( )
By deforming and integrating equation (6), the
breakthrough time of water quality point from the initial
gas-water interface to the bottom hole can be obtained: Based on the above seepage law, it is assumed that M is
the water tongue thrust point, N is the central position of
the horizontal perforation section, and the distance
between M and N is R.On the basis of satisfying the basic
seepage law of gas-water two-phase, the following
assumptions are made for the derivation process :(1) the
reservoir is equithick and homogeneous, and the water
phase drives the gas phase by piston displacement.(2)
Capillary force and gravity are not considered.(3) In the
seepage process, the viscosity and density of gas and water
are constant.(4) The three phase seepage of oil, gas and
water conforms to Darcy's Law. 2 Model g
w
gw
v
v
M
(5) g
w
gw
v
M
(5)
g
gw
w
w
/
/
g
K
u
M
K
u
(5) g
gw
w
w
/
/
g
K
u
M
K
u
Where, Where, Mgw—Gas-water flow ratio, decimal;pg—
Gas phase pressure, MPa;pw—Water phase pressure,
MPa;r—The distance that the water quality point moves
to the well, m;μg—Viscosity of gas phase, mPa· S;υg—
Gas phase velocity, m/d;υw—Water phase velocity,
m/d;Kg—Gas
permeability ,mD ;Kw—Water
permeability,mD;ρg—The density of the gas phase,
g/cm3;Kgwi—Gas permeability under bounded water
saturation Swi,mD;Kwgr—Water permeability under
residual gas saturation Sgr,mD。 Figure 1 edge water propelling of horizontal wells In porous media, considering the influence of porosity,
original irreducible water saturation and residual gas
saturation, the distance that water quality point moves to
the center of horizontal perforation section N in dt time is : Figure 1 edge water propelling of horizontal wells Figure 1 edge water propelling of horizontal wells
w
wi
gr
d
d / [
1
]
r
v
t
S
S 2 Model As shown in Fig. 1, the initial gas water boundary of edge
water condensate gas reservoir is approximately treated as
a straight line, which is recorded as y. A horizontal well
producing at the distance o from Y, and the horizontal
section length of the horizontal well was L. According to
the relevant seepage mechanics theory, the ellipsoidal
model is adopted as the horizontal well seepage model. And according to the existing research results of
horizontal well water flooding in edge water reservoirs,
water invasion in horizontal Wells is pushed forward by
water tongue. Therefore, when the gas well begins to
produce, the gas-water interface starts to push toward the
bottom of the well, and the gas-water interface becomes
surface Y'. At the same time, because of gas reservoir is
condensate gas reservoir, when the pressure is lower than
dew point pressure, formation of precipitation of Retrograde condensate pollution exists in condensate
gas reservoirs, and the fluid flow rate near the well zone E3S Web of Conferences 213, 02009 (2020)
ACIC 2020 https://doi.org/10.1051/e3sconf/202021302009 condensate oil. At the same time, there is a gas condensate
advance interface, which is record as X, when bottom hole
pressure is lower than dew point pressure, the interface
from the bottom hole to the edge water area. Considering
the
horizontal
seepage
characteristics
and
the
characteristics of the pressure in the horizontal section of
the wellbore is the same, this model will be treated as
interface x approximate to linear interface. 3 The formulas
bt1
wi
gr
g
1
a b
gw
a
M
t
S
S
dr
v
(7) Assume that the vent zone of a horizontal well is
elliptic.The equipotential surface at point M on the front
edge of water drive is also elliptic, the size of its long half
axis is r+L/2 and the short half axis is r.It can be known
that the seepage velocity of the gas phase can be expressed
as: From interface Y to interface X, the time of edge water
propulsion is tbt1, and from interface X to wellbore, the
time of edge water propulsion is tbt2.Therefore, the water
breakthrough time of edge water condensate gas reservoir
can be expressed as: g
g
g
(2
2 )
q B
v
r
L h (8) (8) Where, qg—Gas well production,m3/d;Bg—The
volume coefficient of natural gas, decimal;h—Reservoir
thickness,m;L—Horizontal section length of horizontal
well,m。 bt
bt1
bt1
=
+
t
t
t
(1) (1) According to the gas-water two-phase seepage law,
considering the Darcy flow effect of gas, the gas-water
two-phase motion equation can be written as follows: Substituting Equation (8) into Equation (7) can be
obtained; g
g
g
g
d
d
p
u v
r
k
(2)
w
w
w
w
d
d
p
u v
r
k
(3)
bt1
wi
gr
1
1
2
2
a b
b
t
S
S
dr
A
r
L
(9) (2) (9) (3) g
g
gw
q B
A
hM
。 Regardless of capillary force, the pressure gradient of
gas phase and water phase is equal at the gas-water
interface.There are: Where, Twice substitution integral of Equation (9) can be
solved as follows: g
w
'
'
d
d
d
d
y
y
p
p
r
r
(4) (10)
2
2
bt1
wi
gr
2(
)
(
2
)
1
[
]
a
b
a
b L
b
bL
t
S
S
A
(
)
(10) (4) Equations (2) and (3) are substituted into Equation (4),
and the units in the formula are unified according to the
practical system units of the mine, so as to obtain the
seepage velocity of the aqueous phase Equation (10) refers to the time when the edge water
advance of horizontal well just affected the condensate oil
region in the edge water gas reservoir. 4 Calculation Figure 2 Production performance data of gas well
Figure 3 Advance distance of condensate blocking radius
production days of the well is 698 days, the condensate
meets the edge water, the distance of condensate
advancing is 178.42m, and the influence days o
condensate on edge water is 62.51 days. The prediction
accuracy of water breakthrough time is improved by 4.43
when considering the influence of condensate oil, and the
influence of condensate oil can not be ignored in the
prediction of water breakthrough time of condensate ga
reservoir. Since the condensate oil reduces the pore volume, i
further improves the seepage velocity of water and gas in
the near well zone, and accelerates the water breakthrough Figure 2 Production performance data of gas well Figure 2 Production performance data of gas well Figure 2 Production performance data of gas well
Figure 3 Advance distance of condensate blocking radius
production days of
meets the edge w
advancing is 178
condensate on edge
accuracy of water b
when considering th
influence of conde
prediction of water
reservoir. Since the conde
further improves the
th
ll Figure 2 Production pe
Figure 3 Advance distance of condensate blocking radius Figure 2 Production performance data of gas well Figure 3 Advance distance of condensate blocking radius production days of the well is 698 days, the condensate
meets the edge water, the distance of condensate
advancing is 178.42m, and the influence days of
condensate on edge water is 62.51 days. The prediction
accuracy of water breakthrough time is improved by 4.43%
when considering the influence of condensate oil, and the
influence of condensate oil can not be ignored in the
prediction of water breakthrough time of condensate gas
reservoir. Since the condensate oil reduces the pore volume, it
further improves the seepage velocity of water and gas in
the near well zone, and accelerates the water breakthrough
in condensate gas reservoir. Therefore, in the production,
it is necessary to ensure that the bottom hole pressure is
not too low to reduce the condensate precipitation rate for
delaying the breakthrough time of edge water in gas wells. 3 The formulas 2 2 E3S Web of Conferences 213, 02009 (2020) E3S Web of Conferences 213, 02009 (2020)
ACIC 2020 https://doi.org/10.1051/e3sconf/202021302009 4 Calculation
bt2
wi
gr
0
g
1
b
gw
oc
M
t
S
S
S
dr
v
(11)
bt2
wi
gr
0
1
1
2
2
b
oc
t
S
S
S
dr
A
r
L
(12) A side water vapor have 1 mouth production of horizontal
well thermal fluid activity, reservoir thickness h=10m m,
porosity φ=0.052, irreducible water saturation Swi=0.43,
residual gas saturation Sgr=0.11, the critical condensate
saturation Soc=0.1, the gas phase permeability under the
irreducible water saturation Swi Kgwi=0.217mD, residual
gas saturation water phase permeability under the Sgr
Kwgr=0.364mD, gas phase permeability Kg=9.81mD, the
density of the gas phase ρg=0.2829g/cm3, gas volume
coefficient
of
Bg=0.00313m3/m3,Gas
viscosity
μg=0.0348mPa·s, water viscosity μw=0.39mPa·s.The
horizontal section length of the horizontal wellL=480m,
and the central position of the horizontal section is 450m
from the initial gas-water boundary. See the average
production before waterqg=560000m3/d.The daily gas
and water production curves of this horizontal well are
shown in Figure 2.As can be seen from Figure 2, the well
was put into production on January 8, 2010. On June 10,
2012, the gas well began to see water, and then the
production declined rapidly. The water breakthrough time
was 884d.The schematic diagram of condensate blocking
radius (FIG. 3) can be calculated according to the Muskat
formula, and the linear regression can be used to reverse
the time TBT1 when the condensate oil meets the edge
water. According to the Muskat condensate saturation
variation formula, the blocking radius to achieve critical
flow saturation is derived: bt1
101
g
g
oc
R
q
ZTyt
b
h
S
Kp
(13)
=
a
b o
(14) (13) (14) Therefore, the formula of water breakthrough time in
horizontal Wells of condensate gas reservoirs can be
obtained:
2
bt
wi
gr
2
(
)
2(
)
=
1
[
]
2
[
]
oc
a
b
a
b L
t
S
S
A
b
bL
S
A
(15) (15) In combination with equations (10), (13), (14) and (15),
the water breakthrough time of horizontal Wells in
condensate gas reservoirs can be solved. 4 Calculation At the same time, because the gas wells used in the
case are high-yield horizontal wells, and the formation
pressure is high, there will be start-up pressure gradient,
water lock effect and oil lock effect in the process of fluid Since the condensate oil reduces the pore volume, it
further improves the seepage velocity of water and gas in
the near well zone, and accelerates the water breakthrough
in condensate gas reservoir. Therefore, in the production,
it is necessary to ensure that the bottom hole pressure is
not too low to reduce the condensate precipitation rate for
delaying the breakthrough time of edge water in gas wells. Figure 3 Advance distance of condensate blocking radius With the above parameters taken into account, the
water breakthrough time of horizontal wells without
considering reverse condensate pollution is 935 days, and
the error is 5.77% compared with the actual situation. The
results show that the water breakthrough time of
horizontal well considering retrograde condensate
pollution is 872d, and the error is 1.34% compared with
the actual situation. According to the analysis, when the At the same time, because the gas wells used in the
case are high-yield horizontal wells, and the formation
pressure is high, there will be start-up pressure gradient,
water lock effect and oil lock effect in the process of fluid 3 E3S Web of Conferences 213, 02009 (2020) https://doi.org/10.1051/e3sconf/202021302009 E3S Web of Conferences 213, 02009 (2020)
ACIC 2020 Reservoirs, 05:1-7. Reservoirs, 05:1-7. seepage, which will increase the seepage resistance of
water molecules in the pores, reduce the seepage velocity
of water molecules in the pores, and delay the
breakthrough time of edge water; in the condensate
seepage area, the actual condensate saturation near the
well is higher than the critical flow saturation, it will also
increase the resistance to the movement of edge water. Therefore, there are still some errors in the breakthrough
time of edge water calculated by this formula. 6. Ming R Q, He HQ, Hu QF, et al. (2018)A new
prediction model for water breakthrough time in high-
yielding Wells of edge-water condensate gas reservoir. Special Oil & Gas Reservoirs, 25(02):76-79. 7. Huang Q H, Lin XY,Tong K.(2018) An Approach to
Predict Water Breakthrough Time for Horizontal
Wells in Gas Reservoirs with Edge-Water in
Consideration of Non-Darcy Flow. GMEE 2018. 8. 5 Conclusion By analyzing the advance of edge water in condensate gas
reservoir and considering the retrograde condensate
pollution, we establish a water breakthrough prediction
model for horizontal wells in condensate gas reservoirs. The ellipsoidal seepage model of horizontal wells is
adopted, and the gas water mobility ratio is used to convert
the natural gas seepage velocity into the formation water
seepage velocity, and the calculation formula of water
breakthrough time is derived. This method can also
calculate the time and distance when edge water and
condensate meet, which is helpful to understand the actual
performance of edge water breakthrough in condensate
gas reservoir. The reliability of the formula is verified by
case analysis, which can effectively improve the
prediction accuracy of water breakthrough time. It is
considered that the influence of condensate oil can not be
ignored in the prediction of water breakthrough time in
horizontal wells. 9. Huang Q H, Lin XY,Xu QL; et al. (2020) A New
Method for Predicting Water Breakthrough Time in
the Edge Water Condensate Gas Reservoir. IOP
Conference
Series:
Earth
and
Environmental
Science.526: 012126. Acknowledgments Supported by the National Major Science and Technology
Project "Research on percolation Mechanism and
Development Technology Policy of Thick Heterogeneous
Gas Reservoirs" (No. :2016ZX05027-004-005). 4 Calculation Huang Q H, Lin XY,Tong K.(2019) Prediction of
water breakthrough time in horizontal Wells of non-
Darcy Seepage flow marginal water gas reservoirs,
31(01):147-152. Reference 1. KUO M C T. (1983) A simplified method for water
coning predictions . SPE 12067. 2. Guo X, Wang P, Liu J, Song G et al. (2017)Gas-well
water breakthrough time prediction model for high-
sulfur gas reservoirs considering sulfur deposition. Journal of Petroleum Science and Engineering. 157:
999–1006 3. Wu K L, Li XF, Zhang GT, et al. (2011)A new method
for prediction of water breakthrough time of edge-
water condensate gas reservoir considering retrograde
condensation .Science Technology and Engineering,
11(19):4574-4577. 4. Huang Q H, Lu Y, Fu YH, et al. (2016)An approach
to predict water breakthrough time of gas reservoirs
with bottom water in consideration of non-Darcy flow. Science Technology and Engineering, 14: 137-140. 5. Ming R Q, He HQ, Hu QF. (2018)A new method for
prediction of water breakthrough time of bottom
water condensate gas reservoir. Special Oil & Gas 4 4
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Martin Luther en gebed
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HTS teologiese studies
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HTS Teologiese Studies/Theological Studies
ISSN: (Online) 2072-8050, (Print) 0259-9422 HTS Teologiese Studies/Theological Studies
ISSN: (Online) 2072-8050, (Print) 0259-9422 HTS Teologiese Studies/Theological Studies
ISSN: (Online) 2072-8050, (Print) 0259-9422 HTS Teologiese Studies/Theological Studies
ISSN: (Online) 2072-8050, (Print) 0259-9422 Page 1 of 7
Original Research Original Research Page 1 of 7 Page 1 of 7 Description:i Description:
Natie van Wyk is participating
in the research project,
‘Justice and Human Dignity. A Reformed perspective’,
directed by Prof Wim Dreyer,
Department of Church
History and Church Polity,
Faculty of Theology,
University of Pretoria. Keywords: Martin Luther; Prayer; Second Petition; Sunday Rogate; Morning and evening
prayers. Copyright:
© 2019. The Authors.
Licensee: AOSIS. This work
is licensed under the
Creative Commons
Attribution License. Inleiding Dit was gedurende die laaste dekades vir Protestantse teoloë baie moeilik om oor gebed te
skryf – ten spyte van die feit dat godsdiens en gebed sinoniem is. Volgens Gerhard Ebeling
(1975 [1973]:405–416) is moderne mense skaam om oor gebed te teologiseer, aangesien die
gedagte van God in die lig van die Westerse lewenservarings uiters problematies geraak het. Die filosofiese godsdienskritiek het egter al die laaste twee eeue gebed geteiken as ’n saak wat
nie met redelikheid en wetenskap versoenbaar is nie. In hierdie tye van onsekerheid en
verwarring sal dit goed wees om Martin Luther se gebedsteologie vir die Afrikaanse
leserspubliek daar te stel. Hy het waardevolle insigte in die Christelike gebed gehad, en lesers
behoort sy bydrae tot die nadenke oor gebed insiggewend te vind. Martin Luther en gebed Martin Luther and prayer. For decades, not many theologians published on the theme of
prayer. The philosophical critique on religion is one reason. A sensible thing to do in times of
uncertainty and disorientation is to fall back on the advice of theologians of name who guided
the church in the past. Martin Luther is one such theologian. He was a theologian of prayer. Prayer was a pivotal element in his understanding of spirituality. It was also a constitutive
factor for his theology. In Luther, we find a respected and reliable teacher on Christian prayer. Luther himself prayed often in the privacy of his home and in public spaces. His life is an
example of a praying Christian. He left behind many sermons and publications on prayer. The
research on Luther’s theology of prayer is vast. Unfortunately, we have no publications on
Luther and prayer in Afrikaans. This is hopefully the first of many to come. The article
concentrates on Luther’s practical advice regarding prayer to congregants who joined the
Reformation. The advice could also be useful to the South African community that is becoming
more and more secularised. In the second part of the article, his theology of prayer is discussed
and his Rogationtide sermons are emphasised. His introductions and theology on, especially,
John 16 receive attention. Thirdly, as an example of his expositions on prayer, we look at the
second petition of the Lord’s Prayer. The relationship between the kingdom and the church is
explained. Project Leader: Wim Dreyer
Project Number: 77370920 1.Die haarkapper, Peter Beskendorf, was ’n ouer vriend van Luther. Op Stil Saterdag in
1535 het hy in ’n twis met sy skoonseun betrokke geraak en het hom per ongeluk
doodgesteek. Luther het in die hofsaak voor die ‘adjunk-regterpresident’ van Sakse,
Franz Burkhard (1503–1560), vir hom voorspraak gemaak. Beskendorf se lewe is
gespaar, maar hy is verban en het in Dessau asiel gevind. Luther bied pastorale
ondersteuning aan Beskendorf deur hom van advies te bedien oor ’n lewe van
gebed. Die eerste weergawe is twee keer uitgegee. Luther het spoedig daarna ’n
uitgebreide weergawe geskryf wat agt keer gedruk is en deur Johann Freder in Latyn
vertaal is. Soos ander traktate uit die oeuvre van sy stigtingsliteratuur, was ook
hierdie een uit die gebedspraktyk in sy eie huishouding gevoed (vgl. inleiding van D.
Korsch tot Luther 2012c [1535]:601). Die vestiging van ’n Protestantse
gebedspraktyk Dit is ’n ‘werk’ wat beloon wil
word. Derdens word dit deur die herhaling van baie woorde
gekenmerk wat uiteindelik niks vir niemand beteken nie. Volgens Luther moet daar nadenkend en met min woorde
omgegaan word. Mense moet besef wat hulle bid, en wat
gebid word moet met erns gedoen word. In die lig hiervan,
beveel Luther aan dat daar aan hand van die Onse Vader
gebid moet word – maar die bidder moet verstaan wat gebid
word. Onderrig oor die inhoud van die Onse Vader (en die
Psalms) is daarom van uiterste belang. Sy advies dat daar vroeg in die oggend en in die aand vóór
slaaptyd gebid moet word, is volledig in sy Klein Kategismus
opgeneem. Sy voorgestelde gebede (WA 30, 320–326; 2012a
[1529]:594) word vir kennisname aangebied: Hoe die huisvader sy mense moet leer om soggens en saans te bid. Soggens, wanneer jy uit die bed opstaan, moet jy die kruis maak
[of ’n kruis om jou nek hang], en sê: God, Vader Seun en Heilige
Gees het oor my die wag gehou. Daarna moet jy gekniel of
staande die Geloofsbelydenis opsê en die Onse Vader bid. As jy
wil, kan jy ook hierdie gebed byvoeg: Ek dank U, my hemelse Vader, deur Jesus Christus, u geliefde
Seun, dat U my deur hierdie nag van alle skade en gevaar bewaar
het, en bid U, dat U my ook deur die loop van hierdie dag sal
bewaar van sonde en allerhande euwels, sodat al my doen en
late, ja my hele lewe U sal geval. Ek gee my lewe en my siel en
alles [wat ek het en besit] oor in u hande. U heilige engel is met my,
en daarmee het die bose vyand geen houvas op my nie. Amen. Dan spring jy met vreugde aan die werk en sing miskien ’n lied
soos die Tien Gebooie, of wat ook al in jou gedagtes mag opkom. Luther het tussen 1519 en 1535 talle adviese oor die
gebedslewe gegee en geskryf. Uit hierdie adviese blyk dit dat
Luther homself nie net as ‘eksegeet’ en ‘sistematiese teoloog’
beskou het nie, maar ook as ‘pastorale teoloog’. Sy pastorale
advies aan mense was dikwels in die vorm van besinnings
oor gebed. In 1535 het hy ’n pastorale advies aan die
haarkapper, Peter Beskendorf,1 gelewer. Dates: How to cite this article:
Van Wyk, I.W.C., 2019,
‘Martin Luther en gebed’,
HTS Teologiese Studies/
Theological Studies 75(4),
a5543. https://doi.org/
10.4102/hts.v75i4.5543 Martin Luther se lewe was een van gebed. Hy het in sy ouerhuis geleer om gereeld te bid. Sy
skoolloopbaan en studentetyd in Erfurt is gekenmerk deur deelname aan kerklike aktiwiteite wat
in ’n groot mate met gebede te make gehad het. Vanselfsprekend was sy lewe in die klooster deur
vaste gebedsure en -rituele gereguleer. As jong dosent in filosofie en latere professor in teologie, het
hy voortgegaan om lang ure in gebed deur te bring. Dit is daarom nie vreemd dat hy reg deur sy
hele loopbaan gereeld oor die tema gebed gepreek en geskryf het nie. Vandat hy in 1519 sekere
Roomse gebedspraktyke krities verwerp het, het hy ook begin om ’n Reformatoriese gebedspraktyk
en -teologie te ontwikkel. Hy het van die begin af besef dat sy primêre verpligting by die
gemeentelede berus. Hiervan getuig sy Duitse uitleg van die Onse Vader vir die gewone lidmate (WA 2,
81–130; 1991b [1519]) en sy Gebedeboekie (WA 10.2, 331–406; 1907 [1522]). Teologiese besinnings oor
gebed sou later vanselfsprekend nie agterweë bly nie. Volgens Lindberg (2016:417), is daar in die
twintigste eeu ’n enorme hoeveelheid navorsing oor Luther en gebed gedoen (en tragies genoeg,
niks in Afrikaans nie). Die resultate het in slagspreuke soos ‘Luther se teologie is ’n teologie van
gebed’, ‘gebed is ’n kernelement in Luther se teologie’ en ‘Luther se teologie is geaktualiseerde
gebed’ uitgemond. Dit is dus duidelik dat, indien daar tot die hart van sy teologie deurgedring wil
word, ’n Afrikaanse Luther-resepsie deeglike aandag aan sy gebedsteologie moet gee. Copyright:
© 2019. The Authors. Licensee: AOSIS. This work
is licensed under the
Creative Commons
Attribution License. In hierdie artikel word daar eerstens aan Luther se advies vir die vestiging van ’n Protestantse
gebedspraktyk aandag gegee. Tweedens word daar aan Luther se gebedsteologie aandag geskenk, Note: HTS 75th Anniversary Maake Masango Dedication. Note: HTS 75th Anniversary Maake Masango Dedication. Open Access http://www.hts.org.za Page 2 of 7 Original Research advies, skets ’n vollediger beeld van sy verstaan van gebed. Dates: Opsommend kan die volgende kortliks genoem word: ’n
Mens behoort die oggend te begin en die aand met ’n gebed
af te sluit; harde, getroue arbeid is ook ’n gebed, en wie hard
werk, bid ook gereeld; daar moet gereeld gebid word,
aangesien daar gereeld gesondig word; gebed word in
vertroue op die belofte en in die naam van Jesus afgesluit; die
Onse Vader moet gereeld gebid word, maar is nie die enigste
gebed wat gebid moet word nie; kennis van die betekenis
van die onderskeie bedes is essensieel vir ’n ernstige gebed;
gebed is ’n saak van vreugde; wanneer daar gebid word,
moet dit in erns en met konsentrasie gedoen word. Onbekend
(meen ek) is dat Luther (2012c [1535]:612–630) ook aanbeveel
dat daar aan hand van die dekaloog gebid kan word. Hiervoor kan vier riglyne gevolg word: Eerstens moet daar
by elke gebod gevra word wat God van my verwag; tweedens
moet God hiervoor gedank word; derdens moet daar aan
hand van die spesifieke gebod skuld bely word; en vierdens
kan aan die gebed méér inhoud gegee word op grond van
meerdere kennis oor die spesifieke gebod. Deur dít te doen,
sal die gebedslewe nie tot ’n eindelose herhaling van dieselfde
gedagtes verstar nie. en derdens word daar eksemplaries na sy uitleg van die
tweede bede van die Onse Vadergebed gekyk. Die rede vir
hierdie keuse het te make met die konjunktuur wat die idee
van die ‘koninkryk’ tans in kerk en teologie geniet. Die vestiging van ’n Protestantse
gebedspraktyk In die inleidende gedeelte tot die Duitse uitleg van die Onse
Vader vir die gewone lidmate (WA 2, 81–83; 1991b [1519]:204–207)
het Luther ’n aantal praktiese adviese neergepen wat lidmate
wat van die Roomse Kerk vervreemd geraak het, kon help met
die vestiging van ’n gebedspraktyk. Sy (WA 2, 81, 11–16; 1991b
[1519]) eerste advies is dat wanneer daar gebid word, daar: min woorde gebruik moet word, maar [dit moet gepaard gaan met]
baie en diepe besinning. Hoe minder woorde gebruik word; des
te beter is die gebed. Hoe meer woorde gebruik word; hoe slegter
is die gebed. Min woorde en diep besinning is Christelik; baie
woorde en min besinning is heidens. (bl. 204) Luther se tweede advies (WA 2, 81, 22–82, 29; 1991b
[1519]:204–206) is dat gebed ‘in die gees’ gedoen moet word
en nie as ’n blote ‘liggaamlike aksie’ afgehandel moet word
nie. Luther het dit teen die Roomse gebedsrituele wat sonder
denkende en sprekende erns, sinneloos, herhaal word. Ware
gebed is ’n saak van erns en werklike verlange om met God
deur Christus te kommunikeer. Die uiterlike gebedsritueel
word gekenmerk deur die voorlees van skriftelike gebede
deur ’n priester waarna byna niemand luister nie. Tweedens
word
die
ritueel
deur
traagheid,
lusteloosheid
en
geldgierigheid gekenmerk. Dit is ’n ‘werk’ wat beloon wil
word. Derdens word dit deur die herhaling van baie woorde
gekenmerk wat uiteindelik niks vir niemand beteken nie. Volgens Luther moet daar nadenkend en met min woorde
omgegaan word. Mense moet besef wat hulle bid, en wat
gebid word moet met erns gedoen word. In die lig hiervan,
beveel Luther aan dat daar aan hand van die Onse Vader
gebid moet word – maar die bidder moet verstaan wat gebid
word. Onderrig oor die inhoud van die Onse Vader (en die
Psalms) is daarom van uiterste belang. Luther se tweede advies (WA 2, 81, 22–82, 29; 1991b
[1519]:204–206) is dat gebed ‘in die gees’ gedoen moet word
en nie as ’n blote ‘liggaamlike aksie’ afgehandel moet word
nie. Luther het dit teen die Roomse gebedsrituele wat sonder
denkende en sprekende erns, sinneloos, herhaal word. Ware
gebed is ’n saak van erns en werklike verlange om met God
deur Christus te kommunikeer. Die uiterlike gebedsritueel
word gekenmerk deur die voorlees van skriftelike gebede
deur ’n priester waarna byna niemand luister nie. Tweedens
word
die
ritueel
deur
traagheid,
lusteloosheid
en
geldgierigheid gekenmerk. 2.Sondag Rogate vorm deel van die Paaskring. Die wortels van die 50 dae
Paasfeesvierings gaan terug na die tweede eeu. Die liturgiese struktuur van die
Paaskring was waarskynlik teen die vierde eeu gefinaliseer (vgl. Bieritz 2014
[1986]:229–247; Cobb 2004 [1992] en Connell 2006:158–178 vir inligting oor die
ontstaansgeskiedenis). In hoogs-gesekulariseerde gebiede in Duitsland, staan
hierdie Sondag al meer bekend as ‘Sendingsondag’. Die Sondag van gebed moet,
volgens die inisieerders van die projek, op voorbidding vir die sendingprojekte
onder die kerk-vervreemde Duitsers konsentreer (vgl. Senftleben 2019). Tóg word
die nuwe uitgawe van Luther (2016 [2014]) se gebede-dagboek in groot oplaes in
boekwinkels verkoop wat daarop dui dat duisende Duitsers nog steeds graag Luther
se gebede wil lees en bid. Engelsberger (2013:59–63) en Goldschmidt (2018:184)
konsentreer weer eerder op die krisis wat gebed vir moderne mense inhou. Die
riglyne vir die erediens sowel as die aanbevole gebede (Goldschmidt 2018:180–184)
het te make met die twyfel of geëmansipeerde mense vandag nog kan bid. Die
twyfel oor die sinvolheid van gebed behoort, volgens hierdie twee Duitsers, aandag
te geniet op hierdie Sondag. Teoloë van die Afrikaanse kerke kan hiermee
identifiseer, aangesien dieselfde probleme in hierdie kerke ondervind word. Die teologie van gebed Talle van Luther se teologiese uitsprake oor gebed word in
inleidende gedeeltes en preke gevind wat met die sesde
Sondag van die Paaskring (Sondag Rogate) verband hou. Die
vyfde Sondag van die Paaskring, Sondag Kantate [die Sondag
van jubelende kerkmusiek], word deur die Sondag van
gebed opgevolg.2 Op hierdie Sondag word die gemeente nie
net vermaan om te bid nie, maar ook aangemoedig om te
bid (rogate!), aangesien gebed ’n aktiwiteit is wat met die
opgewekte en verhoogde Heer verband hou.3 Luther se
gebedsteologie het hierdie liturgiese konteks altyd in
gedagte gehou. In die voorwoord tot die uitleg van die Onse Vader in sy
Groot Kategismus van 1529 (wat op 10 jaar se Rogate-prediking
berus) vind ’n mens vier pilare waarbinne Luther die gebed
bedink. Hierdie pilare (vgl. WA30(I), 193–198; 1991a
[1529]:94–99) is die volgende: Gebed berus op die bevel
(praeceptum) van Christus en gaan hand aan hand met
Christus se belofte (promissio) van verhoring van gebede. Gebed ontspring uit die menslike noodsituasie (necessitas) en
vind vertroosting in die sekerheid van verhoring (desideratio). In die inleidende gedeelte van sy Rogate-preek van 13 Mei
1520 vind ’n mens egter ’n omvangryker raamwerk vir sy
denke oor die gebed. Hierdie raamwerk is in latere preke en
traktate oor die gebed ligweg aangepas en verdiep sonder
om van die oorspronklike skema afstand te doen. Volgens
Luther (WA 4, 622–624; 1886 [1520]:622–624; 2018b [1540])
moet gebed (oratio) aan vyf kenmerke voldoen – andersins
sal dit te tevergeefs wees: Eerstens, elke gebed word gebid
met die belofte van God (promissio Dei) dat dit aangehoor en
verhoor sal word. Die belofte spruit voort uit sy goedheid en
sy betroubaarheid om sy woord te hou. Die belofte van God
bevry die mens van die vermoede dat God ’n toornige God
is. Die belofte van gebedsverhoring bevestig sy liefde en
barmhartigheid. Die belofte-karakter van gebed bevry die
mens ook van misplaaste selfvertroue en/of wantroue oor
die eie waardigheid4 om te bid. Geestelike hoogmoed en/of 3.In die evangelie van Johannes is daar ’n eng band tussen die hemelvaart van
Christus, gebed en gebedsverhoring. In Johannes 14:1–12 volg ’n hele gedeelte oor
sy weggaan na die Vader toe – en dán, in verse 13 en 14, volg hierdie woorde oor
gebed: Wat julle ook al in my Naam vra, sal ek doen, sodat die Vader deur die Seun
verheerlik kan word. 4.Die mense van die sestiende eeu moes gesukkel het met minderwaardigheidsgevoelens
voor God. Luther moes meermale lidmate en predikante oortuig dat hulle
waardig genoeg is om tot God te bid. ’n Goeie voorbeeld is sy Kort troos-nota vir die
Christene sodat hulle hul nie in sake die gebed laat mislei nie (WA 51, 455–456; 1991c Die dankgebed: Net só moet u ná die ete eerbiedig en met gevoude hande sê:
‘Ons dank die Here want Hy is vriendelik en sy goedheid duur
tot in ewigheid. U gee aan alles wat lewe voedsel, U gee die vee
voer, en ook aan die jong rawe wat daarna roep. U verlustig U
nie in die krag van ’n perd, of die mag van ’n mens nie. Die Here
het ’n welbehae in diegene wat Hom vrees en diegene wat op sy
goedheid wag.’ Hierna volg die Onse Vader en die volgende gebed: ‘Ons dank U,
Here God, Vader deur Jesus Christus, ons Here, vir al u weldade. U leef en regeer tot in ewigheid. Amen.’ Die vestiging van ’n Protestantse
gebedspraktyk Hierdie advies (WA
38, 358–375; 2012c [1535]) staan bekend as ’n Eenvoudige wyse
van gebed: Vir ’n goeie vriend. Luther (2012c [1535]:602–612) se
praktiese aanwysings en riglyne vir die gebedslewe in hierdie Saans, wanneer jy bed toe gaan, moet jy weer die kruis maak en
sê: Mag God, Vader, Seun en Heilige Gees oor my die wag hou. Amen. Daarna moet jy gekniel of staande die Geloofsbelydenis
en die Onse Vader opsê. As jy wil, kan jy hierdie gebed ook bid: Ek dank U, my hemelse Vader, deur Jesus Christus, u geliefde
Seun, dat U my hierdie dag deur u genade beskerm het, en bid U
dat U al my sondes sal vergewe, [oral] waar ek onreg gepleeg het,
en dat U my genadiglik deur die nag sal bewaar. Ek gee my
liggaam en siel en alles [wat ek is en besit] oor in u hande. Mag u
heilige engel met my wees, sodat die bose vyand geen houvas op
my kan kry nie. Amen. En dan val jy om, om vrolik te slaap. Luther se gebedsonderrig was nie tot oggend- en aandgebede
beperk nie. Ewe belangrik was vir hom (WA 30, 320-326;
2012a [1529]:596) gebede aan tafel: http://www.hts.org.za Page 3 of 7 Original Research Page 3 of 7 Hoe ’n huisvader sy mense moet leer om tafel- en dankgebede te doen. Tafelgebed: 3.In die evangelie van Johannes is daar ’n eng band tussen die hemelvaart van
Christus, gebed en gebedsverhoring. In Johannes 14:1–12 volg ’n hele gedeelte oor
sy weggaan na die Vader toe – en dán, in verse 13 en 14, volg hierdie woorde oor
gebed: Wat julle ook al in my Naam vra, sal ek doen, sodat die Vader deur die Seun
verheerlik kan word. As julle iets in my Naam vra, sal ek dit doen. Johannes 15:1–6
gaan oor die wingerdstok en die lote. Jesus sluit sy betoog in vers 7 af met die
woorde: As julle in My bly en my woorde in julle, vra dan net wat julle wil hê, en julle
sal dit kry. Hierna in Johannes 15:9–17 gaan dit oor die onderlinge liefde in sy
afwesigheid. Hy sluit af met die woorde: So sal die Vader aan julle gee wat julle ook
al in my Naam vra ... Julle moet mekaar liefhê! In Johannes 16:16–24 gaan dit weer
oor sy weggaan na die Vader toe en weer sluit die gedeelte af met onderrig oor die
gebed (vv. 23–24): Wat julle die Vader ook al in my Naam sal bid, sal Hy vir julle gee.
Tot nou toe het julle nog nie in my Naam gebid nie. Bid en julle sal ontvang, sodat
julle blydskap volkome kan wees. Gerhard Sauter (2015:173) is korrek as hy beweer
dat die hemelvaartserediens jaarliks plaasvind omdat die kerk die rede vier waarom
Jesus Christus as Here en as God se erbarming aangeroep word. Luther se teologie van Sondag Rogate Martin Luther het sedert 1520 gereeld (1886 [1520]; 1899
[1524]; 1912 [1538]; 2018b [1540] om enkele voorbeelde te
noem) op hierdie Sondag oor Johannes 16 met toespitsing op
verse 23b–24, gepreek: Die kinders en die res van die huishouding moet met gevoude
hande en met volle eerbied voor die tafel gaan staan en sê: ‘Alle
oë wag op U, Here, en U gee u kinders voedsel op die regte tyd. U maak u hand oop en versadig alles wat lewe in welgevalligheid.’
Welgevalligheid beteken hier: Alle diere ontvang soveel kos dat
hulle vrolike en goeie dinge word, want besorgdheid en
gierigheid verhinder sodanige welgevalligheid. Dit verseker Ek julle: Wat julle die Vader ook al in my Naam sal
bid, sal Hy vir julle gee. Tot nou toe het julle nog nie in my Naam
gebid nie. Bid, en julle sal ontvang, sodat julle blydskap volkome
kan wees. Hierna volg die Onse Vader en die volgende gebed: ‘Here God,
hemelse Vader, seën ons en hierdie gawes van u, wat ons uit u
empatiese goedheid aanneem. Deur Jesus Christus onse Heer. Amen.’ Luther (1884 [1519]) se erns met die Rogate-preke, volg op sy
kritiek in 1519 op die Roomse Kerk se afwatering van die
gebedslewe op Sondag-Rogate en die eerste drie dae van die
Rogate-week wat in daardie tyd as die drie dae van die kruis
bekend gestaan het. Volgens Luther was die aanvanklike
bedoeling goed, naamlik om die kruis selfs tydens die
Paaskring prominensie te gee. Tydens die Rogate-week is daar
gebid en die gebede is met prosessies aangevul waartydens
kruise die dorpe en stede ingedra is. Eventueel het die
prosessies die gebede verdring (vgl. Luther 2018b [1540]:538). Luther wou, as bybelse teoloog, die gebed, kort voor
Hemelvaart en Pinkster, in die sentrum van die gemeentelike
lewe ruk. Vanselfsprekend het Luther se bemoeienis met die
gebed nie net met Roomse polemiek te make gehad nie, maar
ook met sy eksegetiese insigte dat Jesus sy dissipels nie net
vóór sy kruisiging nie, maar ook vóór sy hemelvaart oor die
gebed onderrig het. Luther, wat Christus in die sentrum van
teologiese nadenke geruk het, het dit as ’n noodwendigheid
beskou om oor Christus se gebedsonderrig te besin. Die dankgebed: (footnote 4 continues...)
[1540]:203–204). In hierdie nota uit 1540 bekla Luther die feit dat lidmate en
predikante hulle van gebed weerhou, aangesien hulle vermoed dat hulle nie waardig
genoeg is om te bid nie of dat hulle gebede op grond van hulle onwaardigheid nie
verhoor sal word nie. Hy hou aan hulle agt argumente voor waarom elke gelowige
waardig genoeg is om, veral in moeilike tye, self tot God te bid. Hulle is waardig omdat
hulle deur God geskape is; deur sy Seun verlos is; deur die Heilige Gees geleer word;
deur God self uitverkies is tot predikant en of lidmaat; op grond van God se wil moet
ly; deur God bygestaan word in tye van beproewing; dat hulle dít alles mag glo; en dat
hulle deur Christus nie aan die genadige Vaderhart hoef te twyfel nie. Die teologie van gebed As julle iets in my Naam vra, sal ek dit doen. Johannes 15:1–6
gaan oor die wingerdstok en die lote. Jesus sluit sy betoog in vers 7 af met die
woorde: As julle in My bly en my woorde in julle, vra dan net wat julle wil hê, en julle
sal dit kry. Hierna in Johannes 15:9–17 gaan dit oor die onderlinge liefde in sy
afwesigheid. Hy sluit af met die woorde: So sal die Vader aan julle gee wat julle ook
al in my Naam vra ... Julle moet mekaar liefhê! In Johannes 16:16–24 gaan dit weer
oor sy weggaan na die Vader toe en weer sluit die gedeelte af met onderrig oor die
gebed (vv. 23–24): Wat julle die Vader ook al in my Naam sal bid, sal Hy vir julle gee. Tot nou toe het julle nog nie in my Naam gebid nie. Bid en julle sal ontvang, sodat
julle blydskap volkome kan wees. Gerhard Sauter (2015:173) is korrek as hy beweer
dat die hemelvaartserediens jaarliks plaasvind omdat die kerk die rede vier waarom
Jesus Christus as Here en as God se erbarming aangeroep word. Open Access http://www.hts.org.za Open Access Page 4 of 7 Page 4 of 7 Original Research Original Research Hom en sy geregtigheid word deel van my. ’n Ongelyke
ruiltransaksie (inaequalis permutatio) vind plaas – sy
geregtigheid vir my ongeregtigheid – en só vergaan my
sonde danksy Christus sodat ek waardig voor God se troon
staan en gereed is om deur Hom aangehoor te word. Gebed
word afgesluit met ‘Amen’7 – die versekering dat dít wat
gebid word, wel verhoor sal word. In die laaste verwerking
van sy postil oor gebed, het Luther (2018a [1540]:548) iets
bygevoeg oor die wyse en die wagperiode van die verhoring
van ’n gebed. Hy vermaan dat daar nie beperkings vir God
gestel moet word nie – nie ten opsigte van die manier hoe die
gebed verhoor word nie, en ook nie ten opsigte van die
tydstip van verhoring nie. Daar moet slegs in vreugdevolle
uitsig op die Here gewag word, en onder geen omstandighede
kan Hy aan opdragte en ultimatums onderwerp word nie. minderwaardigheidsgevoelens bepaal nie die verhoring van
’n gebed nie. Die barmhartige toewending van God is die
waarborg van gebedsverhoring. ’n Akkurate opsomming van Luther se gebedsteologie8 word
in Lindberg (2016) gevind: He asserted that Christians pray because God has commanded
them to pray and promised to hear them. For this reason, Christians
pray to God, not to Mary or the saints. Prayer was the proper
response to God; it never originated the relationship with God. Luther rejected the idea that prayer was a good work and rejected
practices – such as repetition of prayers and the use of prayers as
works of satisfaction – that might lend support to the idea that
prayer was a good work. Prayer was not based in the Christian’s
worthiness to pray. Need drives her to pray, and she brings all her
needs to God, trusting God’s promise to hear her. As every
Christian is a priest, every Christian should pray. One should not
trust in others’ prayers and should not leave prayer to the clergy. Prayer should come from the heart and be simple. (p. 418) Die tweede9 bede: Laat u koninkryk kom10 In sy eie woorde: [Das] erste,
Das man von gott eyne vorheyssung odder zu sage habe unnd die selbe zuvor
bedencke, gott der selben vormane, und sich dadurch bewege trostlich
[zuversichtlich] zu bitten, dan [denn] ßo gott nit hette heyßen pitten und erhorung
zugesagt, mochten alle creaturen mit allen pitten nit eyn kornleyn erlangen. Darauß
dan folget, das niemant ettwas von gott erlanget seyner oder seyns gepeets
wirdickeit halben, sondern alleyn auß abgrund gottlicher gutickeit, der [...] durch
seyn gnedig zusagen unnd heyßen [Gebieten] unß bewegt zu pitten und begeren,
auff das wir [...] kuhn werden, trostlich zu bitten’. Hierdie gemoderniseerde
weergawe word by Schwarz (2016 [2015]:383) gevind. 8.Vir ’n kort sistematiese oorsig, kan na Hiller (2015) gekyk word. 9.Luther self sou nie tevrede gewees het met hierdie keuse van my nie. Dit was vir
hom uiters belangrik dat gebede en nadenke oor gebede met ‘Onse Vader’ sal
begin. Die ander bedes moet in die lig van die naam van die Here uitgelê word (vgl. Barth 2009:476 vir tientalle verwysings na hierdie oortuiging). Luther was van
mening dat die aanroep van die Vadernaam ’n belangrike aspek is van die vervulling
van die eerste bede (‘laat u Naam geheilig word’). Dit dra ook by tot gehoorsaamheid
aan die tweede gebod – om die Naam van God te eer (vgl. Schwarz 2016 [2015]:
380–385 vir die samehang van gebed en die eer van God se Naam). 9.Luther self sou nie tevrede gewees het met hierdie keuse van my nie. Dit was vir
hom uiters belangrik dat gebede en nadenke oor gebede met ‘Onse Vader’ sal
begin. Die ander bedes moet in die lig van die naam van die Here uitgelê word (vgl. Barth 2009:476 vir tientalle verwysings na hierdie oortuiging). Luther was van
mening dat die aanroep van die Vadernaam ’n belangrike aspek is van die vervulling
van die eerste bede (‘laat u Naam geheilig word’). Dit dra ook by tot gehoorsaamheid
aan die tweede gebod – om die Naam van God te eer (vgl. Schwarz 2016 [2015]:
380–385 vir die samehang van gebed en die eer van God se Naam). 6.Dit was vir Luther belangrik om aan te toon dat gebed in die naam van Jesus Christus
nie ’n totale breuk met die Ou Testament impliseer nie. Die eenheidsband tussen Ou
en Nuwe Testament het hy in die metafoor genadestoel gevind. Die tweede9 bede: Laat u koninkryk kom10 In die Duitse uitleg van die Onse Vader vir gewone lidmate
(WA 2, 81–-130; 1991b [1519]) word een van Luther se oudste bewaar is, is deur Luther as die ‘genadestoel van God’ geïnterpreteer. Dáár is
gebede verhoor. Volgens Luther bly die ‘genadestoele’ van die Ou Testament in plek,
maar Christene het nou ’n nuwe ‘genadestoel’ in Jesus Christus. God is nou
‘liggaamlik’ teenwoordig in Christus, en só is Hy nou vir alle mense toeganklik. Gebed deur Jesus Christus tree in ontmoeting met die genade van die enigste ware
God. Hiervan kan gelowiges seker wees! Sy kommentaar (WA 19, 230, 12–20; 1897
[1526]:230) op hierdie vers is van besondere waarde vir die Luther-navorsing: Also
musten auch alle die ym lande odder ausser dem lande, wenn sie beten wolten, yhr
gebet dahin richten und yhr hertz hefften, an die stet, da Gott leyblich wonete durch
sein wort, Auff da sie keynen andern Gott anbetten, denn den, der uber den
Cherubin sass auf dem gnaden stuel [vgl. Ex 25:17; Heb 9:5]. Dahin musten alle
gebet komen. Gleich wie nu zu unser zeit ym newen testament alle unser gebet
mussen zu Christo komen, wilcher ist unser gnaden stuel [Rom 3:25; Heb 4:16], das
wyr auch keynen andern Gott widder wissen noch anbeten noch anruffen sollen on
[außer] den, der ynn dem menschen Jhesu Christ wonet leyblich. Denn es ist auch
sonst keiner mehr. (Schwarz 2016 [2015]:386 se verbeterde teks) 7.In Luther se advies aan Peter Beskendorf (WA 38, 229; 2012c [1535]:360, 18–22),
verklaar hy die ‘Amen’ soos volg: Mag God ons help dat wat ons vra, ons werklik wil
hê; en laat ons nie daaraan twyfel dat Hy ons gehoor het en ons sal verhoor nie; dat
dit ja en nie nee beteken nie en dat dit nie twyfelagtig is nie. Daarom sê ons in
vrolikheid ‘Amen. Dit is waar en verseker. Amen. 5.Luther
(WA
2,
175,
5–17;
1884
[1519]:175)
het
die
saak
van
minderwaardigheidsgevoelens, gebedsekerheid en God se barmhartige toewending
klassiek in ’n Leer-preek oor gebed en prosessies tydens die kruisweek van 1519
omskryf. God verwag niks van die waardigheid van die bidder en/of die gebed nie,
maar slegs vertroue in sy toegesegde barmhartigheid. Die teologie van gebed Sekerheid van geloof en
gebedsekerheid is twee kante van dieselfde muntstuk; en
albei is in die barmhartigheid van God begrond.5 Die tweede
kenmerk van ware gebed is dat ’n bepaalde behoefte (rei
necessariae) geopper word. In gebed kan daar nie ’n warboel
van ongestruktureerde wense geuiter word nie. Die Heilige
Gees identifiseer die één saak uit ’n versameling van gedagtes
(animi collectio) wat voor God gebring word. Gebede wat aan
rooskranse en willekeurige lyste van behoeftes gekoppel is,
het niks met die identifiseringswerk van die Heilige Gees te
make nie. Die derde kenmerk is geloof in die belofte van God
(fides opus est). Die geloof van die bidder is egter nie die
waarborg vir aanhoring en verhoring nie, maar die
betroubaarheid (veritas) van God. Geloof is vertroue (fiducia)
in die trouheid en betroubaarheid van God wat aan die mens
die belofte van verhoring gee. Weereens: Geloof as sodanig,
verseker nie verhoring nie, maar vertroue dat God getrou
aan sy belofte bly. Luther kritiseer ’n houding van geloofs-
selfversekerdheid met sy argument. Gebedsverhoring berus
nie op die selfversekerdheid van die bidder nie, maar alleen
op God se genadige toewending tot die onwaardige mens. ’n
Retories-voortreflike gebed bied geen waarborg vir verhoring
nie – die waarborg lê in die deernis van God met die mens in
nood. Die vierde kenmerk is dat gebed in erns gedoen word. Dít waarvoor gebid word, moet ’n saak van dringende
verwagting (magnopere desiderante) wees. Daar kan nie ’n
houding van kom en kyk maar wat gebeur wees nie. Dit sal
oneerbiedigheid teenoor God uitstraal, aangesien daar met
Hom in gebed gespeel word. Vanselfsprekend sal dit ook op
’n sinnelose mors van tyd neerkom. Die vyfde kenmerk is dat
gebed in die naam van Jesus geskied. Hy beveel (iussu) dat
daar in sy Naam gebid moet word, aangesien ’n gebed in sy
Naam verhoor sal word (Matt 7:7; Joh 16:23). Daar bestaan
geen moontlikheid dat ’n gebed in sy Naam nie verhoor sal
word nie6 (non potest non fieri exauditio). Christus bid namens
my in die hemel. My nood is sy saak. My sonde neem Hy op ’n Akkurate opsomming van Luther se gebedsteologie8 word
in Lindberg (2016) gevind: 5.Luther
(WA
2,
175,
5–17;
1884
[1519]:175)
het
die
saak
van
minderwaardigheidsgevoelens, gebedsekerheid en God se barmhartige toewending
klassiek in ’n Leer-preek oor gebed en prosessies tydens die kruisweek van 1519
omskryf. God verwag niks van die waardigheid van die bidder en/of die gebed nie,
maar slegs vertroue in sy toegesegde barmhartigheid. In sy eie woorde: [Das] erste,
Das man von gott eyne vorheyssung odder zu sage habe unnd die selbe zuvor
bedencke, gott der selben vormane, und sich dadurch bewege trostlich
[zuversichtlich] zu bitten, dan [denn] ßo gott nit hette heyßen pitten und erhorung
zugesagt, mochten alle creaturen mit allen pitten nit eyn kornleyn erlangen. Darauß
dan folget, das niemant ettwas von gott erlanget seyner oder seyns gepeets
wirdickeit halben, sondern alleyn auß abgrund gottlicher gutickeit, der [...] durch
seyn gnedig zusagen unnd heyßen [Gebieten] unß bewegt zu pitten und begeren,
auff das wir [...] kuhn werden, trostlich zu bitten’. Hierdie gemoderniseerde
weergawe word by Schwarz (2016 [2015]:383) gevind. Die tweede9 bede: Laat u koninkryk kom10 Die gevaar van Turkse
besetting is één bewys van hierdie werklikheid. Nie dat God
hiervoor blameer kan word nie; dit is ons skuld alleen. Ná die
vernedering, verhoog hierdie gebed ons. Dit troos ons dat die
toekoms aan die ‘vriendelike Meester’, Jesus Christus,
behoort. Om hierdie dubbelslagtigheid te verstaan, moet
daar ’n besef van die werklikheid van ‘twee ryke’ ontwikkel. Die een ryk is dié van die Duiwel – die vors van hierdie
wêreld, die ryk van sonde, ongehoorsaamheid en die dood. Die ander ryk, die ryk van God, is die ryk van genade en
lewe. Hierdie twee ryke voer stryd met mekaar, maar daar is
gewis net een wenner. Die ryk van die sonde sal altyd
aanloklik wees, maar die ryk van God moet in ons lewe die
oorhand kry. Die ryk van God is ’n ‘ryk van geregtigheid en
waarheid’ (Matt 6:33). Die ‘geregtigheid van Christus’ wys
heen na ’n ryk van sondevergewing en lewe. Die gebed ‘laat
u koninkryk kom’ beteken dat daar gebid word om bevryding
van die ryk van die Duiwel en die aanbreek van die ryk van
barmhartigheid. In sy Klein Kategismus van 1529 het Luther (WA 30(I), 300-302;
2012a [1529]) die tweede bede soos volg uitgelê: Wat is dit? Antwoord: Wat is dit? Antwoord: God se ryk kom vanself, ook sonder ons gebed, maar ons bid met
hierdie gebed, dat dit ook na ons mag kom. God se ryk kom vanself, ook sonder ons gebed, maar ons bid met
hierdie gebed, dat dit ook na ons mag kom. God se ryk kom vanself, ook sonder ons gebed, maar ons bid met
hierdie gebed, dat dit ook na ons mag kom. Hoe gebeur dit? Antwoord: Mense maak die fout om te dink dat die koninkryk kom
wanneer kerke ter ere van Petrus en Jakobus gebou word en
daar mooi rituele plaasvind. Die koninkryk kom egter
wanneer wet en evangelie in ons harte woon. Wanneer die hemelse Vader ons sy Heilige Gees gee, sodat ons
sy heilige Woord deur sy genade glo en God-welgevallig lewe,
hier tydens ons aardse tyd en dáár in ewigheid13. (bl. 586,
36–588, 2) Wanneer die hemelse Vader ons sy Heilige Gees gee, sodat ons
sy heilige Woord deur sy genade glo en God-welgevallig lewe,
hier tydens ons aardse tyd en dáár in ewigheid13. (bl. tussen Junie 1516 en die begin van die Lydenstyd in 1517, sowel as kort traktate
oor die dekaloog in 1518 en die Onse Vader in 1519. Aan die credo het hy deurentyd
gewerk. Hierdie Kort vorms was nie alleen kategese nie, maar ook pastoraat. Dit is
daarom die eerste Protestantse stigtingsliteratuur (evangelische Erbauungsliteratur)
wat meditasie en praktiese gebruik in die oog gehad het (vgl. inleiding van Korsch
tot 2012b [1520]:319). 13.Luther se oorspronklike formulering: Dein Reich kome. Was ist das? Antwort:
Gottes reich koempt wol on vnser gebet von yhm selbs / Aber wir bitten ynn diesem
gebet / das auch zu vns kome. Wie geschicht das? Antwort: Wenn der hymlische
Vater vns seinen heiligen geist gibt / das wir seinem heiligen wort / durch seine
gnade / gleuben / vnd Goettlich leben / hie zeitlich vnd dort ewiglich. Die tweede9 bede: Laat u koninkryk kom10 Dit is ’n gebed dat ons nie aan hierdie lewe verknog
sal bly nie, maar die dood sonder vrees sal nader en na die
toekomstige lewe sal uitsien. betekenis aan die tweede bede gegee: Volgens Luther,
bevind hierdie wêreld hom in ’n ellendige toestand. Dit is
vol van sonde en boosheid en staan onder beheer van die
Duiwel. Daarenteen is God se ryk een vol van genade en
deugsaamheid, en staan onder beheer van die Heer Jesus
Christus. In die tweede geval word daar gebid om geloof dat
Christus se genade en barmhartigheid ons ten goede sal
kom. Die gebed om die koms van die koninkryk is ’n bede
dat ons van ongeloof en aardse nyd weerhou sal word. Dit is
’n gebed dat ons van onkuisheid, tweedrag en oorlog bewaar
sal word. Dit is ’n gebed dat toorn en bitterheid nie in ons ’n
koninkryk sal opbou nie, maar dat ons deur Christus se
genade redelike liefdevolheid, broederlike getrouheid,
vriendskap en sagmoedigheid sal opbou. Dit is die bede dat
droefnis en swaarmoedigheid nie in ons die oorhand sal kry
nie, maar dat ons ’n vreugde en lus aan die barmhartigheid
van die Here sal ontwikkel. Dit is die bede dat ons deur die
vergewing van Christus oorweldig sal word, sodat ons in
vreugdevolle gehoorsaamheid aan al die gebooie sal lewe. Dit is ’n bede dat ons nie traag sal word in die diens aan die
Here nie, sodat ons uiteindelik deel aan die ewige erediens
kan kry. Dit is ’n gebed dat ons nie aan hierdie lewe verknog
sal bly nie, maar die dood sonder vrees sal nader en na die
toekomstige lewe sal uitsien. interpretasies van die Here se gebed gevind. Soos hier onder
sal blyk, het Luther verskillende invalshoeke deur die jare
gebruik om die onderskeie bedes te verduidelik. Sy uitleg
van die tweede bede in hierdie geskrif (WA 2, 95, 15–99, 15;
1991b [1519]:224–229) is daarom uniek en is nie in latere
geskrifte net so herhaal nie. Volgens Luther doen hierdie
gebed twee dinge aan ’n mens: Dit verneder ons; en dit
verhoog ons. Dit verneder ons deur die besef dat die
koninkryk nog nie tot ons gekom het nie. Hierdie besef
ontstaan wanneer daar met werklike erns oor die koms van
die ryk gebid en besin word en daar besef word dat die ryk
nog ver van ons verwyderd is. 12.Van die begin van Luther se skryfonderneming, het hy die verpligting aanvaar om
die kerkmense oor die Christelike geloof te onderrig. Alle Christene moes die
vermoë ontwikkel om krities oor prediking en leer te oordeel. Hierdie onderrigtaak
(of kategese) is aan die gemeente opgedra. Om die gemeentes hierin te ondersteun,
het Luther vir kerklik-bruikbare verklarings van die credo, die dekaloog en die Onse
Vader gesorg. Die Kort vorm van die credo, die dekaloog en die Onse Vader (1520)
was Luther se eerste kategetiese geskrif. Dit het as basis vir sy kategismusse van
1529 gedien. Die Kort vorms van 1520 is voorafgegaan deur dekaloogprediking 11.Luther weerhou hom van wat Eberhard Jüngel (1990:306) die ‘tirannie van die
etiek en spesifiek die tirannie van die politieke doelstellings en waardes’ noem. Die
‘ontvangskarakter van die evangelie’ bly in bewaring. Die tweede9 bede: Laat u koninkryk kom10 In hierdie verband
speel sy Kommentaar op Jona (WA 19, 169–251; 1897 [1526]) ’n belangrike rol. In
Jona 2:8 sê Jona: ‘Toe my siel in my verbreek het, het ek aan die Here gedink, en my
gebed het tot U gekom in u heilige tempel’ (volgens die Luther-Bybel – Luther
2017:911). In die Ou Testament is gebede in plekke waar God ‘liggaamlik’
teenwoordig is, aangehoor. Die plek waar die dekaloog deur die engele op die ark 10.Volgens Peters (1992:70–71) het Luther tot en met sy kategismusse van 1529 die
Middeleeuse tradisie gevolg deur op grond van die Vulgaat ‘Adveniat regnum tuum’
hierdie bede as ‘Zu komme Dein Reich’ te vertaal. ’n Mens sou op grond van sy eie
teologie verwag dat hy soos volg sou vertaal: ‘Zu uns komme Dein Reich’ of
‘Zukomme uns Dein Reich’ [‘Mag u ryk na ons kom’ of ‘Mag u ryk ons toekom’]. Die
latere vertalings in die kategismusse is waarskynlik deur die Boheemse Broeders en
Phillip Melanchthon beïnvloed. http://www.hts.org.za Open Access Page 5 of 7 Page 5 of 7 Original Research Original Research betekenis aan die tweede bede gegee: Volgens Luther,
bevind hierdie wêreld hom in ’n ellendige toestand. Dit is
vol van sonde en boosheid en staan onder beheer van die
Duiwel. Daarenteen is God se ryk een vol van genade en
deugsaamheid, en staan onder beheer van die Heer Jesus
Christus. In die tweede geval word daar gebid om geloof dat
Christus se genade en barmhartigheid ons ten goede sal
kom. Die gebed om die koms van die koninkryk is ’n bede
dat ons van ongeloof en aardse nyd weerhou sal word. Dit is
’n gebed dat ons van onkuisheid, tweedrag en oorlog bewaar
sal word. Dit is ’n gebed dat toorn en bitterheid nie in ons ’n
koninkryk sal opbou nie, maar dat ons deur Christus se
genade redelike liefdevolheid, broederlike getrouheid,
vriendskap en sagmoedigheid sal opbou. Dit is die bede dat
droefnis en swaarmoedigheid nie in ons die oorhand sal kry
nie, maar dat ons ’n vreugde en lus aan die barmhartigheid
van die Here sal ontwikkel. Dit is die bede dat ons deur die
vergewing van Christus oorweldig sal word, sodat ons in
vreugdevolle gehoorsaamheid aan al die gebooie sal lewe. Dit is ’n bede dat ons nie traag sal word in die diens aan die
Here nie, sodat ons uiteindelik deel aan die ewige erediens
kan kry. 14.Luther het die gebed van die Here onder die opskrif Vater unser im Himmelreich
gestel. Die opskrif van die Afrikaanse weergawe in Gesang 267 (Liedboek van die
Kerk 2001) lui ‘Ons Vader op die hemeltroon’. Die motief van die koninkryk is
ongelukkig met die motief van mag vervang. Dit is heeltemal teenstrydig met Luther
se verstaan van gebed. Die Liedboek van die Kerk (2001) volg die Duitse Evangeliese
Gesangeboek (EG 2004: lied 344) deur te stel dat Luther die teks in 1539 geskryf het
en dat die melodie, afkomstig van die Boheemse Broeders, uit die jaar 1531 stam.
Volgens die onlangse navorsing van Heidrich en Schilling (2017:120–121), bestaan
daar geen histories-betroubare bewyse vir hierdie aannames nie. ’n Teks in Luther
se handskrif wat in bewaring gebly het, is nie gedateer nie. ’n Kopie van Johann
Walters se Gesank Buchleyns (1544) meld wel dat die melodie sedert 1539 in
gebruik was. Dít is egter nie waar nie, aangesien die melodie sedert 1519 in Boheme
bekend was en reeds in 1531 in Duitsland gebruik is. Page 6 of 7 Page 6 of 7 Die ryk van God kom na ons toe op twee maniere: Eerstens,
tydelik deur die Woord en die geloof; en tweedens, deur die
openbaring by die wederkoms. Ons bid dat albei gestaltes
ook na diegene sal kom wat nog nie daarin glo nie. Die bede
kom dus daarop neer dat daar gebid word dat die Here ons
sy Woord sal gee sodat die evangelie oral oor in die wêreld
getrou gepreek sal word. Verder impliseer hierdie bede dat
mense die gepredikte Woord sal aanneem en daarvolgens
sal lewe sodat die ryk van die Duiwel in die proses vernietig
sal word. uitlegtradisie wat deur Tertullianus en Augustinus begin is
en wat stel dat die koninkryk in al sy majesteit eers by die
eindoordeel aan die lig sal kom. Hierdie benadering is egter
die bedding vir die werkgeregtigheid. Om met ’n goeie
gewete die eindoordeel tegemoet te tree, moet die koninkryk
in die harte aankom. Verder moet daar sigbaar volhard word
tot en met die wederkoms en eindoordeel. Hierdie futuristies-
eskatologiese aanslag, dompel gelowiges in die onsekerheid
van werkgeregtigheid en verdienste-vroomheid. Luther het
besef dat dit beter is om by Origenes en Gregorius van Nissa
aan te sluit wat oortuig was dat die ryk van genade in die
hart van die gelowige, danksy geloof, aanbreek. Die
heerskappy van God is sy saak alleen – dit breek nie met ons
toedoen daaraan nie. Die almag van sy genade breek nou in
die kerk aan en sal in die toekoms by die wederkoms weer
aanbreek. God se ryk is daarom alreeds deel van die aardse
bedeling, alhoewel dit eers in die toekoms ten volle sal
aanbreek. Die genaderyk van die Vader is hier op aarde egter
slegs te vinde waar die evangelie van die gekruisigde Heer
verkondig word. Luther se insig kom dus op die volgende
neer: Die kerk is ‘creatura verbi’ en God se koninkryk is ’n
heerskappy deur die woord van die kruis. Aangesien die
koninkryk nie net genade is nie, maar ook reg, stel Luther dat
die koninkryk ook alreeds aangebreek het toe God sy
barmhartige reg in Jesus se kruisiging en opstanding aan die
wêreld kom toon het. Ook dít moet vandag verkondig en
geglo word. ’n Koninkryksverlange sonder ’n liefde vir die
kerk waar die genade en barmhartigheid reeds teenwoordig
is danksy die prediking, sou vir Luther ’n totaal vreemde
aangeleentheid gewees het. Page 6 of 7 ’n Koninkryk sonder die
verkondiging van die heil in Christus, verplaas die
Christendom terug in die Middeleeue. Kerk en koninkryk
moet saam bedink word, aangesien albei ’n heerskapsgebied
van die barmhartige Vader verteenwoordig (vgl. Peters
1992:78–83 met tientalle verwysings na die kategismusse). Vir Luther is die ‘koninkryk van God’ geen kleinigheid nie. Dit is nie iets wat uit die menslike verbeelding of hartsverlange
voortspruit nie, maar dit is God se geskenk aan ons. Hierdie
geskenk is véél groter as wat ons verbeelding toelaat,
aangesien dit uit God se liefde voortspruit wat groter is as
menslike voorstellings van skenkende liefde. Die ‘koninkryk’
kan daarom nie ’n produk van ons morele skeppingsdrang
wees nie, aangesien dit méér is as wat ons uit ons eie goedheid
kan voortbring. In die tweede strofe van sy gesang Onse Vader in die hemelryk14
(tussen 1539 en 1544) kry ons ’n kernagtige samevatting van
sy denke oor die tweede bede. Hy belig die volgende aspekte
van die koninkryk: Die praesentiese en futuristiese
eskatologie; die Heilige Gees wat met sy talle gawes by ons
inwoon; die verbreking van die Satan se toorn en groot
geweld; en die bewaring van die kerk. Die oorspronklike
digwerk (Heidrich & Schilling 2017) lui: Es kom dein reich zu dieser zeit
Vnd dort hernach ynn ewigkeit
Der heilig geist vns wone bey
Mit seinen gaben Mancherley
Des Satans zorn vnd gros gewalt
Zerbrich fur yhm dein kirch erhalt. (p. 122) 15.Luther se woorde: ‘Vis inquam, ut homo se peccatorem agnoscat et totam vitam
suam aliud nihil esse ducat, quam orationem, desyderium, gemitum, suspirium ad
misericordiam tuam.’ Die tweede9 bede: Laat u koninkryk kom10 586,
36–588, 2) Die koninkryk kan nie in uiterlike dinge gesien word nie,
maar in die innerlike dinge – die nederige en dankbare lewe
wat uit die geloof van die hart voortspruit. Hierdie gebed is
nie ’n gebed dat ons toegelaat word om na die ryk van God te
beweeg nie. Dit is ’n gebed dat die ryk na ons toe moet kom. Dit is egter ook ’n gebed dat ons volgens die kenmerke van
die koninkryk sal lewe, want die koninkryk kom ook deur
ons liefde vir die medemens. Die koninkryk kom egter nie op
grond van ons medemenslike liefde11 nie, maar naasteliefde
is ’n bewys dat die koninkryk na ons gekom het en nou in ons
harte lewe. In sy uitleg van die tweede bede in Die Groot Kategismus,
beklemtoon Luther (WA 30(I), 199–201; 1991a [1529]:102–104)
aspekte wat nie elders aandag geniet nie. Volgens Luther kan
die ryk van God niks anders beteken nie as dat God sy Seun
na die wêreld gestuur het om ons te verlos van die geweld
van die Duiwel, en om Hom toe te laat om in geregtigheid te
regeer sodat die lewe sonder sonde, dood en boosheid
gekenmerk kan word. Hiervan lees ons in die Woord, en die
Heilige Gees skep geloof in hierdie belofte. Die bede impliseer
ook dat diegene wat die evangelie glo, se lewenshouding
daarvan sal getuig, sodat die ryk van genade ook by ander
mense byval sal vind. Ook húlle sal deel aan die verlossing
kry, sodat almal saam aan die één ryk deel sal kry en daarin
bewaar sal word. In 1520 het Luther in sy Kort vorm van die Onse Vader
(WA 7, 222–223; 2012b [1520]:351, 1–43),12 die volgende Open Access http://www.hts.org.za Original Research Koninkryk en kerk Luther (WA 5, 127, 35–37; 1892 [1519–1521]:127) het vroeg in
sy lewe in sy Voorlesing oor Psalm 5 entoesiasties gesê: ‘U wil,
sê ek, dat die mens erken dat hy ’n sondaar is en om daardie
rede toesien dat sy ganse lewe niks anders sal wees as ’n
gebed, met ’n verlange en begeerte na u barmhartigheid
nie.’15 Hy het trouens ’n bietjie later (WA 8, 360, 29; 1889
[1521]:360) beweer ‘dat geloof pure gebed is’. Geloof sonder
gebed, en gebed sonder geloof is dus nie denkbaar nie. ‘Ware
geloof maak gretig en dors na regte gebed’ (WA 8, 356, 1; 1889
[1521]:356). Luther (WA 51, 455, 10–12; 1991c [1540]:203) het
egter laat in sy lewe erken dat ‘... regte gebed die hoogste
[maar ook] die swaarste werk op aarde is; [maar dat] dit tegelyk
ook die belangrikste erediens en oefening van die geloof is’. Hierdie dialektiek van vreugde aan gebed en onvermoë om
te bid, is ’n algemene probleem in die lewe van gelowiges. Trouens, dit is die grondstruktuur van egte teologie! Volgens
Luther (WA 50, 659; 2012d [1539]:662) is oratio, meditatio en
tentatio [gebed, meditasie en aanvegting] die hoekstene van
outentieke teologie. Hy (WA 38, 363; 2012c [1535]:611) het aan Volgens albei kategismusse kan die tweede bede nie van die
derde artikel van die Credo ontkoppel word nie. Koninkryk
en kerk moet saam bedink word. Die ‘eine heilige Christenheit,
die Gemeine der Heiligen’ vorm ’n tematiese eenheid met
‘Gottes König- und Gnadenreich’. Luther se uitleg van kerk en
koninkryk het egter met die Middeleeuse uitlegtradisie
gebreek. Volgens Luther het die koninkryk reeds in Christus
se kruis en opwekking deur die werking van die Gees
aangebreek. Die eskatologiese openbaring van dít wat nou
nog verborge is, sal niks nuuts aan die lig bring nie. Die
oorlog wat reeds gewen is, sal slegs as segetog waargeneem
kan word. Deurdat Luther die praesentiese dimensie van
die heerskappy van God beklemtoon, breek hy met die http://www.hts.org.za Open Access Page 7 of 7 Page 7 of 7 Original Research Heidrich, J. & Schilling, J. (Hrsg), 2017, Martin Luther: Die Lieder, Carus-Verlag, Stuttgart. sy vriend, Peter Beskendorf, gesê dat ‘hyself dikwels méér uit
gebed geleer het [wat die evangelie behels] as uit die lees van
boeke’, aangesien gebed (in samehang met meditasie oor die
bybelse tekste en worsteling met God) die leerskool vir goeie
teologie is (vgl. Koninkryk en kerk Barth 2009:476–479 vir talle aanhalings oor
die band tussen gebed, geloof, meditasie, aanvegting en
teologie). In die lig hiervan sal ons goed doen om op
voetspoor van Luther meer dikwels oor gebed te publiseer. Hiller, D., 2015, s.v. ‘Gebet’, in V. Leppin & G. Schneider-Ludorff (Hrsg.), Das Luther-
Lexikon, pp. 236–237, Bückle & Böhm, Regensburg. Jüngel, E., 1990, ‘Der evangelisch verstandene Gottesdienst’, in E. Jüngel (Hrsg.),
Wertlose Wahrheit: Zur Identität und Relevanz des christlichen Glaubens.,
pp. 283–310, Kaiser Verlag, München. (Theologische Erörterungen III). Liedboek van die Kerk, 2001, NG Kerk-Uitgewers, Wellington. Lindberg, C., 2016, ‘Piety, prayer, and worship in Luther’s view of daily life’, in R. Kolb,
I. Dingel & L. Batka (eds.), The Oxford handbook of Martin Luther’s Theology,
pp. 414–426, Oxford University Press, Oxford. Luther, M., 1884 [1519], ‘Eyn sermon von dem gepeet und procession in der Kreuz
wochen’, in J.K.F. Knaake (Hrsg.), D. Martin Luthers Werke, 2. Band, pp. 172–179,
Hermann Böhlaus Nachfolger, Weimar (WA 2, 172–179). (Kritische
Gesamtausgabe). Befondsing Luther, M., 1991a [1529], ‘Der Groβe Katechismus’, in K. Alant (Hrsg.), Luther Deutsch:
Die Werke Luthers in Auswahl, 4. Band 3, erweiterte Aufl, pp. 11–150,
Vandenhoeck, Göttingen (WA 30(I), 123–238, 17). (Der neue Glaube). Hierdie navorsing het geen spesifieke toekenning ontvang
van enige befondsingsagentskap in die openbare, kommersiële
of nie-winsgewende sektore. Luther, M., 1991b [1519], ‘Deutsche Auslegung des Vaterunsers für die einfältigen
Laien’, in K. Alant (Hrsg.), Luther Deutsch: Die Werke Luthers in Auswahl, Die
Schriftauslegung, 5. Band 5, 4. Aufl., pp. 204–273, Vandenhoeck & Ruprecht,
Göttingen (WA 2, 81–129). Vrywaring Luther, M., 2012b [1520], ‘Eine kurze Form der Zehn Gebote, eine kurze Form des
Glaubens, eine kurze Form des Vaterunser’, in D. Korsch (Hrsg.), Martin Luther:
Deutsch-Deutsche Studienausgabe, Glaube und Leben, Band 1, pp. 317–361,
Evangelische Verlagsanstalt, Leipzig (WA 7, 204–229). Die sienings en menings wat in hierdie artikel uitgedruk
word, is dié van die outeur (s) en weerspieël nie noodwendig
die amptelike beleid of posisie van enige geaffilieerde
agentskap van die outeurs nie. Luther, M., 2012c [1535], ‘Eine schlichte Weise zu beten, für einen guten Freund’,
in D. Korsch, (Hrsg.), Martin Luther: Deutsch-Deutsche StudienausgabeGlaube
und Leben, Band 1, pp. 599–631, Evangelische Verlagsanstalt, Leipzig (WA 38,
358–375). Luther, M., 2012d [1539], ‘Vorrede zum ersten Band der Wittenberger Ausgabe der
deutschen Schriften’, in D. Korsch, (Hrsg.), Martin Luther: Deutsch-Deutsche
Studienausgabe, Glaube und Leben, Band 1, pp. 657–669, Evangelische
Verlagsanstalt, Leipzig. (WA 50, 657–661). Mededingende belange Die outeur verklaar dat hy geen finansiële of persoonlike
verbintenis het met enige party wat hom nadelig kon
beïnvloed in die skryf van hierdie artikel nie. Luther, M., 1889 [1521], ‘Evangelium von den zehn Aussätzigen vordeutscht
und ausgelegtt’, in J.K.F. Knaake et al. (Hrsg.), D. Martin Luthers Werke, 8. Band,
pp. 340–397, Hermann Böhlaus Nachfolger, Weimar (WA 8, 340–397). (Kritische
Gesamtausgabe). Luther, M., 1892 [1519–1521], ‘Operationes in Psalmos: Psalmus V’, in J.K.F. Knaake
et al. (Hrsg.), D. Martin Luthers Werke, 5. Band, pp. 125–199, Hermann Böhlaus
Nachfolger, Weimar (WA 5, 125–199). (Kritische Gesamtausgabe). Outeursbydrae Luther, M., 1897 [1526], ‘Der Prophet Jona ausgelegt’, in J.K.F. Knaake et al. (Hrsg.), D. Martin Luthers Werke, 19. Band, pp. 169–251, Hermann Böhlaus Nachfolger,
Weimar (WA 19, 169–251). (Kritische Gesamtausgabe). I.W.C.v.W. was die enigeste outeur betrokke by die skryf van
die artikel. Luther, M., 1899 [1524], ‘Predigt am Sonntag Dominica Vocem Iocunditatis
(Sonntag Rogate) Ioh. XVI am 1. Mai 1524. Nr 28’ in J.K.F. Knaake (Hrsg.), D. Martin
Luthers Werke, 15. Band, pp. 546–550, Hermann Böhlaus Nachfolger, Weimar
(WA 15, 546–550). (Kritische Gesamtausgabe). Data beskikbaarheidsverklaring Luther, M., 1991c [1540], ‘Ein kurzer Trostzettel für die Christen, dass sie sich im Gebet
nicht beirren lassen’, in K. Alant (Hrsg.), Luther Deutsch: Die Werke Luthers in
Auswahl, Kirche und Gemeinde, 6. Band 6, 3. Aufl., pp. 203–204, Vandenhoeck &
Ruprecht, Göttingen (WA 51, 455–456). Data-deling is nie van toepassing op hierdie artikel nie, aangesien
geen nuwe data in hierdie studie geskep of ontleed is nie. Luther, M., 2012a [1529], ‘Der kleine Katechismus für die gemeine Pfarherr und
Prediger’, in D. Korsch (Hrsg.), Martin Luther: Deutsch-Deutsche Studienausgabe,
Glaube und Leben, Band 1, pp. 574–597, Evangelische Verlagsanstalt, Leipzig (WA
30(I), 264–326). Etiese oorwegings Luther, M., 1907 [1522], ‘Betbüchlein’, in J.K.F. Knaake (Hrsg.), D. Martin Luthers
Werke, 10. Band, Zweite Abteilung, pp. 331–406, Hermann Böhlaus Nachfolger,
Weimar (WA 10(II), 331–406). (Kritische Gesamtausgabe). Hierdie artikel volg alle etiese standaarde vir navorsing. Luther, M., 1912 [1538], ‘Das XVI Kapitel S. Johannis gepredigte und ausgelegt’ in J.K.F. Knaake (Hrsg.), D. Martin Luthers Werke, 46. Band, pp. 1–113, Hermann Böhlaus
Nachfolger, Weimar (WA 46, 1–113). (Kritische Gesamtausgabe). Erkenning Luther, M., 1886 [1520], ‘In secunda adventus dominica. Orationis verae conditiones’,
in J.K.F. Knaake (Hrsg.), D. Martin Luthers Werke, 4. Band, pp. 622–624, Hermann
Böhlaus Nachfolger, Weimar (WA 4, 622–624). (Kritische Gesamtausgabe). Literatuurverwysings Barth, H-M., 2009, Die Theologie Martin Luthers: Eine kritische Würdigung,
Gütersloher Verlagshaus, Gütersloh. Luther, M., 2016 [2014], Aus der Tiefe rufe ich, HeRR, zu Dir: Andachten über das
Gebet, zusammengestellt C. van der Woerden, 2. Aufl., Christliche Literatur-
Verbreitung, Bielefeld. Bieritz, K-H., 2014 [1986], Das Kirchenjahr: Feste, Gedenk- und Feiertage in
Geschichte und Gegenwart, Neu bearbeitet und erweitert von C. Albrecht,
CH Beck, München. Luther, M., 2017, Die Bibel nach Martin Luthers Übersetzung: Lutherbibel. Revidiert
2017. Jubiläumsausgabe: 500 Jahre Reformation, mit Sonderseiten zu Martin
Luthers Wirken als Reformator und Bibelübersetzer, Deutsche Bibelgesellschaft,
Stuttgart. Cobb, P., 2004 [1992], ‘The history of the Christian year’, in C. Jones, G. Wainwright,
E. Yarnold & P. Bradshaw (eds.), The study of Liturgy, rev. edn., 6th impression,
pp. 455–472, Society for Promoting Christian Knowledge (SPCK), London. Luther, M., 2018a [1540], ‘Another sermon, on prayer’, in B. Mayes (ed.), A year in
the gospels with Martin Luther: Sermons from Luther’s Church Postil, transl. J. Langebartels, pp. 546–548, Concordia Publishing House, Saint Louis, MO. Connell, M., 2006, Eternity today: On the liturgical year: Sunday, lent, the three days,
the easter season, ordinary time, vol. 2, Continuum, New York. Luther, M., 2018b [1540] ‘Gospel for the fifth Sunday after Easter’, in B. Mayes (ed.),
A year in the gospels with Martin Luther: Sermons from Luther’s Church Postil,
transl. J. Langebartels, pp. 538–545, Concordia Publishing House, Saint Louis, MO. Ebeling, G., 1975 [1973], ‘Das Gebet’, in G. Ebeling, Wort und Glaube, Band 3. Beiträge
zur Fundamentaltheologie, Soteriologie und Ekklesiologie, pp. 405–427, Mohr
(Siebeck), Tübingen. Peters, A., 1992, Kommentar zu Luthers Katechismen: Das Vaterunser, Band 3, Hrsg. G. Seebaß, Vandenhoeck & Ruprecht, Göttingen. EG 2004 kyk Evangelische Kirche im Rheinland, Westfalen und Lippische Landeskirche Engelsberger, G., 2013, Gemeinde auf dem Weg durch das Kirchenjahr: Andachten,
Meditationen und Gottesdienste für die Zeit von Ostern bis Ewigkeitssontag,
Gütersloher Verlagshaus, Gütersloh. Sauter, G., 2015, Schrittfolgen der Hoffnung: Theologie des Kirchenjahres, Gütersloher
Verlagshaus, Gütersloh. Senftleben, M., 2019, ‘Informationen zu jedem Sonn- und Festtag im Kirchenjahr’,
viewed 8 April 2019, from https://www.daskirchenjahr.de. Evangelische Kirche im Rheinland, Westfalen und Lippische Landeskirche, 2004. Evangelisches Gesangbuch, Gütersloher Verlagshaus, Gütersloh Goldschmidt, S., 2018, Denn du bist unser Gott: Gebete, Texte und Impulse für die
Gottesdienste des Kirchenjahres, Neukirchener Verlag, Neukirchen-Vluyn. Schwarz, R., 2016 [2015], Martin Luther – Lehrer der christlichen Religion, 2. Aufl.,
Mohr Siebeck, Tübingen. Open Access http://www.hts.org.za
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The Expanding Scope of Emulgels: Formulation, Evaluation and Medical Uses
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International Journal of Current Science Research and Review
ISSN: 2581-8341
Volume 06 Issue 05 May 2023
DOI: 10.47191/ijcsrr/V6-i5-42, Impact Factor: 6.789
IJCSRR @ 2023
www.ijcsr www.ijcsrr.org Volume 06 Issue 05 May 2023
DOI: 10.47191/ijcsrr/V6-i5-42, Impact Factor: 6.789
IJCSRR @ 2023 A. Definition Emulgels are semisolid emulsions that contain both emulsion and gel components. They exhibit characteristics of both emulsions
and gels, combining the benefits of these delivery systems [3]. Emulgels are hydrophilic lipid structures that provide sustained and
controlled release of incorporated active pharmaceutical ingredients. INTRODUCTION Emulgels are novel colloidal delivery systems that combine the properties of emulsions and gels. They exhibit both fluid and semi-
solid properties, providing interesting possibilities for drug delivery and other applications. Emulgels can encapsulate both hydrophilic
and lipophilic actives and provide controlled release [1]. They also demonstrate enhanced stability compared to emulsions alone. Emulgels represent an exciting new class of delivery vehicles, and this review explores their potential and future prospects [2]. Despite
their promise, emulgels have not been extensively reviewed in the literature. This article aims to provide a comprehensive overview
of emulgels, focusing on their formulation, characterization, and applications. 3030 *Corresponding Author: Prakash Nathaniel Kumar Sarella The Expanding Scope of Emulgels: Formulation, Evaluation and Medical
Uses Prakash Nathaniel Kumar Sarella1, Lakshmi Rama Krishna Pravallika Godavari2
1,2 Department of Pharmaceutics, Aditya College of Pharmacy, Surampalem, Andhra Pradesh-533437, India. Prakash Nathaniel Kumar Sarella1, Lakshmi Rama Krishna Pravallika Godavari2
1,2 Department of Pharmaceutics, Aditya College of Pharmacy, Surampalem, Andhra Pradesh-533437, Ind ABSTRACT: Emulgels are semi-solid emulsions that combine the benefits of both emulsions and gels. They provide enhanced
stability, sustained release and improved cosmetic properties. Emulgels can be fabricated using a variety of emulsification
techniques and gelling agents like carbopol, hydroxypropyl cellulose. Characterization of emulgels includes evaluation of particle
size, viscosity, pH, spreadability and drug release. Emulgels have promising applications in topical delivery of drugs and cosmetics,
parenteral delivery of drugs and as emulsion-based oral drug delivery systems. Topical emulgels are used in skin care, hair care and
cosmetics to provide moisturization, hydration, etc. Parenteral emulgels can deliver drugs in a sustained manner. Oral emulgels
improve the absorption of some drugs. Several advantages of emulgels include sustained and controlled release of actives, improved
solubility of both hydrophilic and lipophilic drugs, protection from degradation, and enhanced cosmetic elegance. However, emulgel
formulation requires specialized emulsification equipment, and they have lower drug loading capacity compared to other semi-solid
systems. Emulgels combine the benefits of emulsions and gels, providing a versatile drug and cosmetic delivery platform with
unique advantages. Improvements in emulsification techniques, identifying newer gelling agents and permeation enhancers can
further enhance the potential of emulgel systems. With growing research on emulgels, these systems are poised to make a significant
impact on topical, parenteral and oral delivery in the coming years. Emulgels thus present an exciting prospect for developing
innovative and improved formulations. KEYWORDS: Cosmeceuticals, Emulgels, Emulsifying agents, Microemulsions, Rheology, Topical drug delivery B. Characteristics Emugels are unique in sense that they combine the properties of emulsions and gels. Fine tuning their internal and external phases
make them more adaptable for loading any kind of drug. The key characteristics and techniques used for the preparation of emulgels
are shown in Figure 1. 3030 *Corresponding Author: Prakash Nathaniel Kumar Sarella Volume 06 Issue 05 May 2023
Available at: www.ijcsrr.org
Page No. 3030-3041 Volume 06 Issue 05 May 2023
Available at: www.ijcsrr.org
Page No. 3030-3041 Volume 06 Issue 05 May 2023
Available at: www.ijcsrr.org
Page No. 3030-3041 3030 *Corresponding Author: Prakash Nathaniel Kumar Sarella International Journal of Current Science Research and Review
ISSN: 2581-8341
Volume 06 Issue 05 May 2023
DOI: 10.47191/ijcsrr/V6-i5-42, Impact Factor: 6.789
IJCSRR @ 2023
www.ijcsrr.org
Figure 1. Characteristics and preparation techniques for emulgels y
V6-i5-42, Impact Factor: 6.789
www.ijcs
Figure 1. Characteristics and preparation techniques for emulgels Figure 1. Characteristics and preparation techniques for emulgels Figure 1. Characteristics and preparation techniques for emulgels Some key characteristics [5] of emulgels include: Some key characteristics [5] of emulgels include: Hydrophilic-lipophilic balance (HLB): The HLB of emulsifiers used determines the type of emulsion formed (oil-in water or
water-in-oil). Viscosity: Imparts emulgel-like consistency and prevents separation of phases. This is provided by thickeners in the aqueous
phase. p
pH: The pH of emulgels depends on the compounds used and impacts skin irritation, drug stability and permeation. Most
emulgels have a pH in the range of 5 to 8. pH: The pH of emulgels depends on the compounds used and impacts skin irritation, drug stability and permeation. Most
emulgels have a pH in the range of 5 to 8. p
y
g
p
y
y pp
A. Components
The key components [4] used in emulgels are listed in Table 1. Table 1. Key components of emulgels
Sl. No. Components
Examples
01
Oil phase
Lipophilic solvents Ex. mineral oil, olive oil
Lipids Ex. waxes, triglycerides
Oils Ex. castor oil, coconut oil
02
Aqueous phase
Hydrophilic solvents Ex. water, glycols,
Humectants Ex. glycerin, propylene glycol
Polymers Ex. carbomer, hydroxypropyl cellulose
03
Emulsifiers
Non-ionic Ex. cetostearyl alcohol, cetearyl macromonium chloride,
Anionic Ex. sodium lauryl sulfate,
Cationic Ex. cetrimonium bromide
04
Surfactants
Fluorosurfactants, Polysorbates, Span 80, Tween 80
05
Gelling agents
Natural Ex. gelatin, starch, carbomer
Synthetic Ex. carbomer, acrylates/C10-30 alkyl acrylate crosspolymer
06
Penetration enhancers
Ex. urea, propylene glycol
07
Preservatives
Parabens, Formaldehyde, Phenoxyethanol
08
pH modifiers
Citric acid, sodium hydroxide FORMULATION OF EMULGELS Emulgels contain several excipients that aid in their formulation and improve their properties. The key excipients [6] used in
emulgels include: Emulsifiers: Help in emulsifying the immiscible oil and water phases. Common emulsifiers include sorbitan esters (Span),
glyceryl esters (Glyceryl Monooleate), cetostearyl alcohol, etc. The HLB value determines whether an emulsifier will produce O/W
or W/O emulsion. Co-emulsifiers: Used along with emulsifiers to improve emulsion formation and stability. Examples include polyethylene glycol,
propylene glycol, ethanol, etc. They help in solubilizing ingredients and decreasing interfacial tension. Thickeners: Provide viscosity and gel-like consistency to emulgels. Common thickeners are carbomer, hydroxypropyl cellulose,
xyanthan gum, etc. The thickener type and concentration determines whether a fluid, soft solid or firm solid emulgel is obtained. Polymers: Synthetic ( carbomer, acrylates) or natural (xanthan gum, guar gum) polymers are used as thickeners, emulsifiers and
to improve release control in emulgels. They absorb water and form hydrogels. Thickeners: Provide viscosity and gel-like consistency to emulgels. Common thickeners are carbomer, hydroxypropyl cellulose,
xyanthan gum, etc. The thickener type and concentration determines whether a fluid, soft solid or firm solid emulgel is obtained. Polymers: Synthetic ( carbomer, acrylates) or natural (xanthan gum, guar gum) polymers are used as thickeners, emulsifiers and
to improve release control in emulgels. They absorb water and form hydrogels. Surfactants: Used in addition to emulsifiers to improve wetting, solubilization and stability. Examples include cetyl alcohol,
cetostearyl alcohol, etc. Anionic, cationic or nonionic surfactants are used depending on the emulsion type. Surfactants: Used in addition to emulsifiers to improve wetting, solubilization and stability. Examples include cetyl alcohol,
cetostearyl alcohol, etc. Anionic, cationic or nonionic surfactants are used depending on the emulsion type. Solvents: Used to dissolve oils, increase solubility and modify release. Common solvents for emulgels include water, alcohol,
propylene glycol, glycerin, etc. They modify properties like spreadability, drying time, etc. Solvents: Used to dissolve oils, increase solubility and modify release. Common solvents for emulgels include water, alcohol,
propylene glycol, glycerin, etc. They modify properties like spreadability, drying time, etc. Penetration Enhancers: Substances that increase the permeability of skin or other tissues. Examples for emulgels include
ethanol, propylene glycol, oleic acid, etc. They improve the release of incorporated actives. Penetration Enhancers: Substances that increase the permeability of skin or other tissues. Examples for emulgels include
ethanol, propylene glycol, oleic acid, etc. They improve the release of incorporated actives. Preservatives: Prevent the growth of microbes in emulgel formulations. International Journal of Current Science Research and Review Volume 06 Issue 05 May 2023 FORMULATION OF EMULGELS Common preservatives are methyl paraben, propyl
paraben, benzyl alcohol, etc. They maintain sterility, stability and prevent irritation when applied to skin or mucous membranes. pH Modifiers: Acids (citric acid or phytic acid) or bases (triethanolamine) are added to adjust the pH of emulgels. The pH
impacts properties like viscosity, emulsification, stability, Skin irritation etc. Most emulgels have a pH in the range 5 to 8. PREPARATION OF EMULGELS B. Preparation techniques There are several methods for preparing emulgel formulations. The method selected depends on the type of emulgel, ingredients
used and objectives [7]. Some of the main techniques and their characteristic features are discussed below:
Low energy emulsification:
Also known as solubilization- dispersion technique.
Requires weak emulsifiers that can solubilize ingredients with mild agitation.
Commonly used for microemulsions.
Provides ultrafine droplets. A. Components 3031 *Corresponding Author: Prakash Nathaniel Kumar Sarella Volume 06 Issue 05 May 2023
Available at: www.ijcsrr.org
Page No. 3030-3041 ch and Review
ww
ve their properties. The key excip
ommon emulsifiers include sorbit
determines whether an emulsifier w
and stability. Examples include pol
sing interfacial tension. n thickeners are carbomer, hydroxy
fluid, soft solid or firm solid emul
m) polymers are used as thickener International Journal of Current Science Research and Review
ISSN: 2581-8341
Volume 06 Issue 05 May 2023
DOI: 10.47191/ijcsrr/V6-i5-42, Impact Factor: 6.789
IJCSRR @ 2023
www.ijcsrr.org CHARACTERIZATION OF EMULGELS Several parameters [10,11] are evaluated to characterize emulgel formulations are discussed below. A. Droplet Size Analysis: The droplet size of dispersed phase in emulgels is determined by photon correlation spectroscopy,
laser diffraction, or scanning electron microscopy. Smaller droplet sizes provide larger surface area and better release. Droplet size
ranges from 10-1000 nm for microemulsions to 0.1-100 μm for macroemulsions. A. Droplet Size Analysis: The droplet size of dispersed phase in emulgels is determined by photon correlation spectroscopy,
laser diffraction, or scanning electron microscopy. Smaller droplet sizes provide larger surface area and better release. Droplet size
ranges from 10-1000 nm for microemulsions to 0.1-100 μm for macroemulsions. B. Viscosity: The viscosity of emulgels is measured using viscometers like Brookfield viscometer, cone and plate viscometer,
etc. High viscosity provides emulgel-like consistency while low viscosity yields liquid-like formulations. Viscosity depends on the
type and concentration of thickener used. It ranges from 100-1000000 cP for emulgels [12]. B. Viscosity: The viscosity of emulgels is measured using viscometers like Brookfield viscometer, cone and plate viscometer,
etc. High viscosity provides emulgel-like consistency while low viscosity yields liquid-like formulations. Viscosity depends on the
type and concentration of thickener used. It ranges from 100-1000000 cP for emulgels [12]. C. pH: The pH of emulgels influences properties like stability, irritancy, release and permeation. It is measured using a pH meter
or pH strips. Most emulgels have a pH in the range of 5 to 8. Acids or bases can be used to adjust the pH [13]. C. pH: The pH of emulgels influences properties like stability, irritancy, release and permeation. It is measured using a pH meter
or pH strips. Most emulgels have a pH in the range of 5 to 8. Acids or bases can be used to adjust the pH [13]. D. Spreadability: Spreadability is assessed by determining the time taken for emulgel to spread over a fixed area on a non-
adhesive substrate. It depends on the viscosity, oil content and emulsifier type. Emulgels with good spreadability have a prolonged
and uniform spread with less mess [14]. D. Spreadability: Spreadability is assessed by determining the time taken for emulgel to spread over a fixed area on a non-
adhesive substrate. It depends on the viscosity, oil content and emulsifier type. Emulgels with good spreadability have a prolonged
and uniform spread with less mess [14]. E. C. Factors affecting emulgel formulation and stability Various factors [8,9] affecting the formation and stability of emulgels are: Various factors [8,9] affecting the formation and stability of emulgels are: HLB Value: Appropriate HLB of emulsifiers is critical for emulsion formation and stability. HLB 12-18 produces O/W
emulsions while HLB 4-6 gives W/O emulsions. HLB Value: Appropriate HLB of emulsifiers is critical for emulsion formation and stability. HLB 12-18 produces O/W
emulsions while HLB 4-6 gives W/O emulsions. y
p
y
Emulsifier Concentration: Optimal amount needed to coat the droplets and prevent coalescence. Too high or too less can
destabilize the emulsion. Emulsifier Concentration: Optimal amount needed to coat the droplets and prevent coalescence. Too high or too less can
destabilize the emulsion. Temperature: Low temperatures favor W/O emulsions while O/W emulsions are favored at higher temperatures. Temperature
affects solubility, viscosity and kinetic energy of molecules. Temperature: Low temperatures favor W/O emulsions while O/W emulsions are favored at higher temperatures. Temperature
affects solubility, viscosity and kinetic energy of molecules. Agitation: sufficient agitation is required to overcome the interfacial tension between oil and water phases. High agitation
produces smaller droplets. Additives: Surfactants, co-emulsifiers, electrolytes, gels and polymers can improve emulsion stability by increasing charge,
decreasing surface curvature, and providing viscosity. International Journal of Current Science Research and Review
Simple but time consuming process. 3033 *Corresponding Author: Prakash Nathaniel Kumar Sarella High Pressure Homogenization: High Pressure Homogenization:
Uses high pressure valve homogenizers or microfluidizers to subject the formulation to intense shearing forces. Produces
very fine droplets, around 0.2 μm.
Uses high pressure valve homogenizers or microfluidizers to subject the formulation to intense shearing forces. Produces
very fine droplets, around 0.2 μm.
Requires use of high HLB emulsifiers.
Limited by energy input and heat generation. Microemulsion technique:
Limited by energy input and heat generation.
Requires appropriate HLB of emulsifiers and oils.
Formulation of oil-in-water (O/W) or water-in-oil (W/O) microemulsions that are thermodynamically stable, iso-tropic
and have a droplet size below 100 nm.
Formulation of oil-in-water (O/W) or water-in-oil (W/O) microemulsions that are thermodynamically stable, iso-tropic
and have a droplet size below 100 nm.
Provides high stability and encapsulation.
Limited by types of emulsifiers and APIs that can be incorporated. ot and Cold method:
Limited by types of emulsifiers and APIs that can be incorporated. Hot and Cold method:
Heating the oil phase separately and then cooling and mixing with the aqueous phase under high speed stirring.
Heating the oil phase separately and then cooling and mixing with the aqueous phase under high speed stirring.
Followed by increasing homogenization at low temperature.
Produces medium sized droplets. Volume 06 Issue 05 May 2023
Available at: www.ijcsrr.org
Page No. 3030-3041 Volume 06 Issue 05 May 2023
Available at: www.ijcsrr.org
Page No. 3030-3041 3032 *Corresponding Author: Prakash Nathaniel Kumar Sarella International Journal of Current Science Research and Review
ISSN: 2581-8341
Volume 06 Issue 05 May 2023
DOI: 10.47191/ijcsrr/V6-i5-42, Impact Factor: 6.789
IJCSRR @ 2023
www.ijcsrr.org CHARACTERIZATION OF EMULGELS Drug Release: The release of incorporated actives from emulgels is evaluated using Franz diffusion cells, dialysis membrane
method, etc. Factors affecting release include droplet size, viscosity, pH, solubility, etc. Sustained and controlled release over
prolonged periods is desirable for most emulgel applications [15]. Release kinetics can be zero-order, first-order, Higuchi, Korsmeyer-Peppas, etc. Release compounds with different solubility,
molecular weight and dose are commonly used. Release assessment of emulgels provides valuable insights into optimizing
formulation and application. The details of complete evaluation tests, their significance and techniques used for characterization of emulgels are listed out in
Table 2. The details of complete evaluation tests, their significance and techniques used for characterization of emulgels are listed out in
Table 2. 3033 *Corresponding Author: Prakash Nathaniel Kumar Sarella Volume 06 Issue 05 May 202
Available at: www.ijcsrr.org
Page No. 3030-3041
Table 2. Significance and methods of different emulgel characterization parameters
Sl. No. Parameter
Significance
Technique
01
Particle size
Indicates stability and dispersion. Smaller sizes have higher stability
Measured using photon correlation
spectroscopy,
laser
diffraction,
scanning electron microscopy. 02
Viscosity
Relates to spreadability and gel strength. Higher
viscosity signifies stronger gel with lower
spreadability
Evaluated
using
rotational
viscometers, Brookfield viscometer Table 2. Significance and methods of different emulgel characterization parameters Volume 06 Issue 05 May 2023
Available at: www.ijcsrr.org
Page No. 3030-3041 Volume 06 Issue 05 May 2023
Available at: www.ijcsrr.org
Page No. 3030-3041 International Journal of Current Science Research and Review
ISSN: 2581-8341
Volume 06 Issue 05 May 2023
DOI: 10.47191/ijcsrr/V6-i5-42, Impact Factor: 6.789
IJCSRR @ 2023
www.ijcsrr. 03
pH
Important for stability, drug compatibility and
skin irritation. Range of 4-8 is usually
acceptable for topical use. Determined using pH meters, pH strips
or indicators
04
Spreadability
Indicates
flow
behavior
and
patients'
acceptance. Emulgels should spread easily and retain form
Assessed using slips and slides method
or cone penetration method. 05
Drug release
Reflects
sustained
release
ability
and
effectiveness. Slower release over longer period is desirable
Studied using diffusion cells, dialysis
bags, Franz diffusion cells. 06
Spreading
coefficient
Provides insight into spreadability and adhesion
to skin. Higher positive values indicate better
spreadability and adhesion. Calculated using interfacial tension
measurements
07
Zeta
potential
Gives information about surface charge and
stability. Values around ±30 mV denote acceptable
stability. Measured
using
laser
doppler
electrophoresis, electrophoretic light
scattering. 08
Rheological
behavior
Provides viscosity profiles under steady and
dynamic conditions. Pseudoplastic, thixotropic
or viscoelastic behavior is expected. CHARACTERIZATION OF EMULGELS Evaluated using concentric cylinders,
plate-plate or tube viscometers under
increasing shear rates. 09
Drug
permeation
Determines penetration of actives into skin and
effectiveness. Enhanced permeation leads to
improved activity. Assessed using ex-vivo or in-vivo
experiments on skin or using synthetic
membrane. International Journal of Current Science Research and Review
ISSN: 2581-8341
Volume 06 Issue 05 May 2023
DOI: 10.47191/ijcsrr/V6-i5-42, Impact Factor: 6.789
IJCSRR @ 2023
www.ijcsrr International Journal of Current Science Research and Review
ISSN 2581 8341 www.ijcsrr.org Measured
using
laser
doppler
electrophoresis, electrophoretic light
scattering. Measured
using
laser
doppler
electrophoresis, electrophoretic light
scattering. B. Parenteral applicaitons Emulgels provide sustained release of drugs through injection. They release drugs over prolonged periods, reducing dosing
frequency and maintaining adequate drug levels. Water soluble corticosteroids and antibiotics are commonly incorporated [18]. 3034 *Corresponding Author: Prakash Nathaniel Kumar Sarella A. Topical Applications A. Topical Applications p
pp
Skin Care: Emulgels are used as moisturizers, emollients and for treating conditions like roughness, dullness, irritation, etc. Ingredients like glycerin, cetyl alcohol, chamomile extract, aloe vera, etc. are incorporated [16]. Hair Care: Emulgels containing proteins, oils, keratin, etc. are used as conditioners, styling agents, treatment for dandruff, etc. Coconut oil and glycerin are commonly used [17]. Hair Care: Emulgels containing proteins, oils, keratin, etc. are used as conditioners, styling agents, treatment for dandruff, etc. Coconut oil and glycerin are commonly used [17]. Cosmetics: Emulgels are used as foundations, lip balms, sunscreens, etc. Ingredientsinclude pigments, waxes, silicones,
emulsifiers, etc. for desired effects. Sun protection factor depends on the emulgent and sunscreens used [16]. Cosmetics: Emulgels are used as foundations, lip balms, sunscreens, etc. Ingredientsinclude pigments, waxes, silicones,
emulsifiers, etc. for desired effects. Sun protection factor depends on the emulgent and sunscreens used [16]. C. Oral Applications The applications of emulgels in parenteral controlled drug delivery are listed out in Table 4 while their applications in oral
drug delivery is shown in Table 5 International Journal of Current Science Research and Review
ISSN: 2581-8341
Volume 06 Issue 05 May 2023
DOI: 10.47191/ijcsrr/V6-i5-42, Impact Factor: 6.789
IJCSRR @ 2023
www.ijcsrr.org Volume 06 Issue 05 May 2023
DOI: 10.47191/ijcsrr/V6-i5-42, Impact Factor: 6.789
IJCSRR @ 2023 Benefits of oral emulgel systems include improved solubility, absorption, sustained release, reduced dosing frequency and improved
patient compliance. However, formulating challenges exist for emulsion-based systems. More research is needed to realize their full
potential in drug delivery. Various applications of emulgels in skin care, hair care, and other cosmetic products are listed out in
Table 3. The applications of emulgels in parenteral controlled drug delivery are listed out in Table 4 while their applications in oral
drug delivery is shown in Table 5 Benefits of oral emulgel systems include improved solubility, absorption, sustained release, reduced dosing frequency and improved
patient compliance. However, formulating challenges exist for emulsion-based systems. More research is needed to realize their full
potential in drug delivery. Various applications of emulgels in skin care, hair care, and other cosmetic products are listed out in
Table 3. The applications of emulgels in parenteral controlled drug delivery are listed out in Table 4 while their applications in oral
drug delivery is shown in Table 5 Table 3. Applications of topical emulgels (skin care, hair care, cosmetics)
Skin care
Hair care
Cosmetics
Moisturizers: Hydration, soothing
and softening dry skin. Emulgels
contain humectants, emollients and
hydrating polymers. Emollients: Reducing roughness,
softening skin and relief from
scaling/itching. Oil
and
wax
emulgels are effective emollients. Protectants:
Forming
barrier
against environmental aggressors
like sun, wind, pollution etc. Emulgels contain UV absorbers,
antioxidant emulgels. Calming
agents:
Reducing
inflammation, soothing irritation
and
relieving
pain. Emulgels
contain corticosteroids, lidocaine,
aloe vera etc. Scrubs: Gentle exfoliation and
purification of skin. Emulgels
contain
abrasives
(ground
nut
shells, oatmeal), surfactants and
detergents in proper proportions. Conditioners:
Improving
manageability, reducing static and
detangling hair. Emulgels contain
hydrating
polymers,
silicones,
dimethicone etc. Styling agents: Providing hold,
shape
and
volume
without
stiffening hair. Emulgels contain
polymers, wax emulsions, plant
extracts (carnauba wax). Treatments: Penetrating deeply to
strengthen
hair, stimulate hair
follicles
and
promote
growth. Emulgels contain vitamins A, E,
amino acids, caffeine, peptides etc. Foundations:
Covering
skin
imperfections and providing even
tone and texture. C. Oral Applications Emulgels provide
oil control, non-greasy feel with
emollients, silicones, dimethicone. Primers: Filling fine lines and
pores, providing smooth base for
makeup
application. Emulgels
contain
silicones,
dimethicone,
cyclomethicone for mattifying and
smoothing effect. Highlighters: Enhancing natural
glow and highlighting features. Emulgels
contain
micronized
pigments,
pearlescent
agents,
diethylhexyl 2,6-naphthalate etc for
highlighting effect. Lip
products: Plumping lips,
protecting and hydrating. Emulgel
lipsticks
and
balms
contain
emollients,
humectants,
wax
emulsions, botanical extracts etc. Nail paints: Coloring nails with
chip-resistant
and
long-lasting
polish. Emulgel
nail
polishes
provide
smooth
and
even
application with quick drying. Table 3. Applications of topical emulgels (skin care, hair care, cosmetics) Foundations:
Covering
skin
imperfections and providing even
tone and texture. Emulgels provide
oil control, non-greasy feel with
emollients, silicones, dimethicone. Primers: Filling fine lines and
pores, providing smooth base for
makeup
application. Emulgels
contain
silicones,
dimethicone,
cyclomethicone for mattifying and
smoothing effect. Protectants:
Forming
barrier
against environmental aggressors
like sun, wind, pollution etc. Emulgels contain UV absorbers,
antioxidant emulgels. Treatments: Penetrating deeply to
strengthen
hair, stimulate hair
follicles
and
promote
growth. Emulgels contain vitamins A, E,
amino acids, caffeine, peptides etc. Highlighters: Enhancing natural
glow and highlighting features. Emulgels
contain
micronized
pigments,
pearlescent
agents,
diethylhexyl 2,6-naphthalate etc for
highlighting effect. Highlighters: Enhancing natural
glow and highlighting features. Emulgels
contain
micronized
pigments,
pearlescent
agents,
diethylhexyl 2,6-naphthalate etc for
highlighting effect. Calming
agents:
Reducing
inflammation, soothing irritation
and
relieving
pain. Emulgels
contain corticosteroids, lidocaine,
aloe vera etc. Lip
products: Plumping lips,
protecting and hydrating. Emulgel
lipsticks
and
balms
contain
emollients,
humectants,
wax
emulsions, botanical extracts etc. Nail paints: Coloring nails with
chip-resistant
and
long-lasting
polish. Emulgel
nail
polishes
provide
smooth
and
even
application with quick drying. Lip
products: Plumping lips,
protecting and hydrating. Emulgel
lipsticks
and
balms
contain
emollients,
humectants,
wax
emulsions, botanical extracts etc. Scrubs: Gentle exfoliation and
purification of skin. Emulgels
contain
abrasives
(ground
nut
shells, oatmeal), surfactants and
detergents in proper proportions. 3035 *C
di
A
h
P
k
h N
h
i l K
S
ll
V l
06 I
05 M
2
Table 4. Applications of parenteral emulgels (controlled drug delivery)
Sl.No. Parenteral emulgels
Applications
01
Sustained
release
injectables
Providing prolonged therapeutic effect with single administration. Emulgels
contain water insoluble drugs, polymers for sustained release. Examples include
norethindrone emulsions, testosterone emulsions etc. 02
Prolonged anesthetics
Emulgels containing local anesthetics like lidocaine provide pain relief for
extended duration with single injection. C. Oral Applications Emulsion-based oral drug delivery systems include: Emulsion-based oral drug delivery systems include: Emulgels: Emulgels contain both emulsions and gels for controlled release of drugs. Oil-in-water or water-in-oil emulsions are
used based on solubility of drug [12]. Emulgels: Emulgels contain both emulsions and gels for controlled release of drugs. Oil-in-water or water-in-oil emulsions are
used based on solubility of drug [12]. Liquid filled gelatin capsules (LFGCs): Emulsions contained within gelatin capsules. LFGCs provide floating, sink-ing or
remained buoyant to release drug at specific sites. Used for site-specific release [10]. Liquid filled gelatin capsules (LFGCs): Emulsions contained within gelatin capsules. LFGCs provide floating, sink-ing or
remained buoyant to release drug at specific sites. Used for site-specific release [10]. Self-emulsifying drug delivery systems (SEDDS): Contain emulsifiers and solvents to produce fine O/W or W/O emulsions
upon dispersion in aqueous media with low energy. Improve solubility, absorption and bioavailability of drugs [19]. Self-emulsifying drug delivery systems (SEDDS): Contain emulsifiers and solvents to produce fine O/W or W/O emulsions
upon dispersion in aqueous media with low energy. Improve solubility, absorption and bioavailability of drugs [19]. Microemulsions: Thermodynamically stable, isotropic and have a droplet size below 100 nm. Microemulsions pro-vide
maximum surface area for absorption and enhance solubility. They are suitable for lipophilic, amphiphilic and hydrophilic drugs
[20]. Microemulsions: Thermodynamically stable, isotropic and have a droplet size below 100 nm. Microemulsions pro-vide
maximum surface area for absorption and enhance solubility. They are suitable for lipophilic, amphiphilic and hydrophilic drugs
[20]. 3034 *Corresponding Author: Prakash Nathaniel Kumar Sarella Volume 06 Issue 05 May 2023
Available at: www.ijcsrr.org
Page No. 3030-3041 International Journal of Current Science Research and Review
ISSN: 2581-8341
Volume 06 Issue 05 May 2023
DOI: 10.47191/ijcsrr/V6-i5-42, Impact Factor: 6.789
IJCSRR @ 2023
www.ijcsrr.org
Benefits of oral emulgel systems include improved solubility, absorption, sustained release, reduced dosing frequency and improved
patient compliance. However, formulating challenges exist for emulsion-based systems. More research is needed to realize their full
potential in drug delivery. Various applications of emulgels in skin care, hair care, and other cosmetic products are listed out in
Table 3. 3035 *Corresponding Author: Prakash Nathaniel Kumar Sarella International Journal of Current Science Research and Review
ISSN: 2581-8341
Volume 06 Issue 05 May 2023
DOI: 10.47191/ijcsrr/V6-i5-42, Impact Factor: 6.789
IJCSRR @ 2023
www.ijcs ew
www.ijcsrr.org 04
Emulgels
containing
Neurological drugs
Drugs for disorders like Parkinson's disease (levodopa), epilepsy (valproic acid)
have been developed as emulgel injectables for controlled release
05
Peptide/protein
delivery
Emulgels provide stable environment and sustained release of therapeutic peptides,
hormones, enzymes etc. preventing enzymatic degradation. Examples include
insulin emulsions, growth hormone emulsions etc. 06
Vitamin emulgels
Parenteral emulsions of fat soluble vitamins A, D, E and K have been developed
to provide adequate dosing of these vitamins which would otherwise be difficult
to deliver through other routes. 07
Emulgels
containing
antibiotics
Antibiotics, antifungal and antiviral drugs have been formulated as emulgel
injectables for site-specific delivery, sustained release and reduced toxicity. Examples include fluconazole emulsions, acyclovir emulsions etc. 08
Cosmeceuticals
Injectable emulgels containing hyaluronic acid, retinol, vitamin C, peptides etc. are
used for anti-aging, skin rejuvenation and wrinkle reduction with prolonged and
anti-aging effects. ing
Drugs for disorders like Parkinson's disease (levodopa), epilepsy (valproic acid)
have been developed as emulgel injectables for controlled release Emulgels provide stable environment and sustained release of therapeutic peptides,
hormones, enzymes etc. preventing enzymatic degradation. Examples include
insulin emulsions, growth hormone emulsions etc. Table 5. Applications of oral emulgels
Sl. No. Category
Applications
01
Lipid insoluble drugs
Emulgels improve absorption of drugs having low lipid solubility and high
hydrophobicity which cannot be absorbed easily through GIT. Examples include
carbamazepine, nimodipine, coenzyme Q10 etc. 02
Peptides and proteins
Emulgels protect peptides and proteins from enzymatic degradation and improve
their absorption in intact form. Examples include insulin, calcitonin, enzyme
replacements etc. 03
Photosensitive drugs
Light sensitive drugs get protection from degradation in emulgels. Examples
include carotenoids, chlorophyll, flavonoids etc. 04
Poor
membrane
permeability
Emulgels aid in absorption of drugs that cannot permeate through intestinal
membranes easily. Examples include poorly absorbed NSAIDs, antihistamines etc. 05
Improved
oral
bioavailability
Emulgels enhance absorption of many drugs leading to better therapeutic effect
with same dose. This results in decreased dosage and side effects. Examples of
drugs with improved bioavailability through emulgels include paclitaxel,
atorvastatin, fenofibrate etc. 06
Treatment
of
gallstones
Oral emulgels containing bile salts help in dissolving gallstones slowly and
preventing their recurrence. They maintain supersaturation of bile salts for
prolonged period
07
Treatment of infections
Antibacterial, antifungal and antiviral drugs have been formulated in emulgels to
improve absorption, reduce toxicity and achieve better patient compliance through
decreased dosage frequency. Examples include fluconazole, terbinafine, acyclovir
etc. C. Oral Applications 03
Anticancer emulges
Anti-cancer drugs like vincristine, methotrexate, hydroxycamptothecin etc. have
been formulated in emulgel injectables for sustained, targeted and improved
effectiveness Table 4. Applications of parenteral emulgels (controlled drug delivery)
Sl.No. Parenteral emulgels
Applications Volume 06 Issue 05 May 2023
Available at: www.ijcsrr.org
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ISSN: 2581-8341
Volume 06 Issue 05 May 2023
DOI: 10.47191/ijcsrr/V6-i5-42, Impact Factor: 6.789
IJCSRR @ 2023
www.ijcsrr.o
04
Emulgels
containing
Neurological drugs
Drugs for disorders like Parkinson's disease (levodopa), epilepsy (valproic acid)
have been developed as emulgel injectables for controlled release
05
Peptide/protein
delivery
Emulgels provide stable environment and sustained release of therapeutic peptides,
hormones, enzymes etc. preventing enzymatic degradation. Examples include
insulin emulsions, growth hormone emulsions etc. 06
Vitamin emulgels
Parenteral emulsions of fat soluble vitamins A, D, E and K have been developed
to provide adequate dosing of these vitamins which would otherwise be difficult
to deliver through other routes. 07
Emulgels
containing
antibiotics
Antibiotics, antifungal and antiviral drugs have been formulated as emulgel
injectables for site-specific delivery, sustained release and reduced toxicity. Examples include fluconazole emulsions, acyclovir emulsions etc. 08
Cosmeceuticals
Injectable emulgels containing hyaluronic acid, retinol, vitamin C, peptides etc. are
used for anti-aging, skin rejuvenation and wrinkle reduction with prolonged and
anti-aging effects. Table 5. Applications of oral emulgels
Sl. No. Category
Applications
01
Lipid insoluble drugs
Emulgels improve absorption of drugs having low lipid solubility and high
hydrophobicity which cannot be absorbed easily through GIT. Examples include
carbamazepine, nimodipine, coenzyme Q10 etc. 02
Peptides and proteins
Emulgels protect peptides and proteins from enzymatic degradation and improve
their absorption in intact form. Examples include insulin, calcitonin, enzyme
replacements etc. 03
Photosensitive drugs
Light sensitive drugs get protection from degradation in emulgels. Examples
include carotenoids, chlorophyll, flavonoids etc. 04
Poor
membrane
permeability
Emulgels aid in absorption of drugs that cannot permeate through intestinal
membranes easily. Examples include poorly absorbed NSAIDs, antihistamines etc. 05
Improved
oral
bioavailability
Emulgels enhance absorption of many drugs leading to better therapeutic effect
with same dose. This results in decreased dosage and side effects. Examples of
drugs with improved bioavailability through emulgels include paclitaxel,
atorvastatin, fenofibrate etc. 06
Treatment
of
gallstones
Oral emulgels containing bile salts help in dissolving gallstones slowly and
preventing their recurrence. C. Oral Applications They maintain supersaturation of bile salts for
prolonged period
07
Treatment of infections
Antibacterial, antifungal and antiviral drugs have been formulated in emulgels to
improve absorption, reduce toxicity and achieve better patient compliance through
decreased dosage frequency. Examples include fluconazole, terbinafine, acyclovir
etc. 08
Improved nutrition
Fat soluble vitamins A, D, E and K as well as certain minerals have been delivered
through emulgels to counter their deficiencies and improve nutritional status. 09
Anti-cancer activity
Certain anti-cancer emulgel formulations help in achieving higher drug
concentrations at the site of tumor for improved therapeutic effect. Examples
include coenzyme Q10, tea polyphenols etc. D. Advantages Emulgel systems offer several advantages over conventional delivery systems [4,10]. However, they also pose some challenges in
formulation and application.Some of the advantages of emulgel Systems are discussed below: Sustained and Controlled Release: Emulgel droplets and high viscosity provide sustained release of incorporated actives over
prolonged periods. This reduces dosing frequency and maintains therapeutic drug levels. Improved Solubility: Hydrophilic drugs can be solubilized in the aqueous phase while lipophilic drugs dissolve in the oil phase. This enhances the solubility of poorly soluble drugs. Enhanced Stability: Emulgel structure protects light sensitive, oxygen sensitive or microbe sensitive drugs from degradation. The aqueous and oil phases also provide separate environments for compatibility. Improved Cosmetic Elegance: Emulgel semisolid consistency provides a pleasant feel and non-greasy texture suitable for
cosmetic and topical applications. Improved Cosmetic Elegance: Emulgel semisolid consistency provides a pleasant feel and non-greasy texture suitable for
cosmetic and topical applications. Flexibility: Various grades of viscosity and spreading can be obtained by modifying the thickener concentration and type. This
flexibility allows developing emulsions, creams, gels or pastes. The key advantages and challenges of emulgel systems are shown in Table 7 Flexibility: Various grades of viscosity and spreading can be obtained by modifying the thickener concentration and type. This
flexibility allows developing emulsions, creams, gels or pastes. The key advantages and challenges of emulgel systems are shown in Table 7 Table 7. Key advantages of emulgel systems
Sl.No. Characteristic
Advantages
01
Controlled and sustained
release
Emulgel matrix releases the incorporated drugs in a controlled manner over
prolonged period. This results in sustained therapeutic effect, reduced dosing
frequency and improved patient compliance. 02
Solubilization of poorly
soluble drugs
Hydrophilic-lipophilic balance in emulgels helps in solubilizing drugs with
poor aqueous solubility. This enhances absorption and bioavailability of such
drugs. 03
Protection
from
degradation
Emulgel formulation provides a stable environment protecting labile drugs,
peptides and proteins from degradation. This helps improving their
effectiveness and stability. 04
Improved cosmetic appeal
Emulgel bases provide a smooth, cushioned and emollient feel. This leads to
better cosmetic elegance, spreadability and non-greasy feel which enhances
patients' acceptance
05
Site-specific delivery
Emulgels can be designed to release drugs at specific sites like transdermal,
intra-articular, intra-nasal etc. This achieves high local concentrations with
minimal systemic absorption and side effects. 06
Improved penetration
Some emulgels facilitate penetration of drugs into skin, hair follicles and other
layers. This allows enhanced therapeutic effects for conditions affecting these
layers. International Journal of Current Science Research and Review Volume 06 Issue 05 May 2023
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www.ijcs 08
Improved nutrition
Fat soluble vitamins A, D, E and K as well as certain minerals have been delivered
through emulgels to counter their deficiencies and improve nutritional status. 09
Anti-cancer activity
Certain anti-cancer emulgel formulations help in achieving higher drug
concentrations at the site of tumor for improved therapeutic effect. Examples
include coenzyme Q10, tea polyphenols etc. Table 5. Applications of oral emulgels Certain anti-cancer emulgel formulations help in achieving higher drug
concentrations at the site of tumor for improved therapeutic effect. Examples
include coenzyme Q10, tea polyphenols etc. 3036 *Corresponding Author: Prakash Nathaniel Kumar Sarella Volume 06 Issue 05 May 2023
Available at: www.ijcsrr.org
Page No. 3030-3041 3036 *Corresponding Author: Prakash Nathaniel Kumar Sarella Volume 06 Issue 05 May 2023
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Page No. 3030-3041 E. Challenges E. Challenges
Challenges [2] involved in the formulation and development of emulgel systems are E. Challenges
Challenges [2] involved in the formulation and development of emulgel systems are: nges
[2] involved in the formulation and development of emulgel systems are: g
Challenges [2] involved in the formulation and development of emulgel systems are: Difficult emulsification: Emulsification requires high-energy inputs and specialized equipment. It is time consuming and can
lead to over-processing damaging heat sensitive compounds. Limited drug loading: The space occupied by oil droplets and thickener phases reduces the amount of drug that can be loaded
compared to liquid or semisolid systems. Irritation: Some emulsifiers and penetration enhancers used in emulgels can irritate the skin in high concentrations. Proper
selection and testing can minimize but not completely eliminate irritation. Phase Separation: In spite of emulsification, limited stability may allow separation of phases over longer storage periods,
especially for W/O emulsions. Continuous agitation or using stabilizing agents helps prevent separation. Altered drug release: While sustained release is an advantage, the release profile of drugs can get modified from that of
conventional dosage forms. This may not be desirable for all drugs and therapeutic objectives. Altered drug release: While sustained release is an advantage, the release profile of drugs can get modified from that of
conventional dosage forms. This may not be desirable for all drugs and therapeutic objectives. The challenges faced in the development of emulgels are shown in Table 8 Table 8. Limitations and challenges with emulgel preparation and use
Sl. No. Parameter
Limitations/Challenges
01
High equipment cost
Specialized
equipment
like
high
shear
homogenizers,
microfluidizers,
ultrasonicators etc. are required for preparing emulgel formulations which adds to
the total cost. This can limit large scale production of emulgel formulations. 02
Lower drug loading
Only a fraction of the total formulation composition can be allocated for the drug
due to gel matrix formation and increased aqueous content in emulgels. This results
in lower drug loading compared to other semi-solid or liquid formulations. Higher
doses may be needed to achieve desired therapeutic effect. 03
Stability issues
The emulsified system and gel matrix can make emulgels more prone to instability
issues like creaming, sedimentation, phase separation, flocculation etc. Proper
selection and optimization of emulsifiers and gelling agents are required to
overcome stability challenges which can be difficult to achieve. 04
Difficulty
in
sterilization
The susceptibility of emulgel components like emulsifiers, gelling agents, drugs etc. International Journal of Current Science Research and Review
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Anti-irritation
Emulgel formulations help in masking bitter taste, irritation and unpleasant
smell of certain drugs. They provide soothing and cooling sensation. 08
Flexible dosing
Emulgels can be designed as solid, semi-solid or liquid formulations based on
required consistency and dose. This permits flexible choices of dosage forms
for various applications. 09
Combination of drugs
Emulgel matrix allows incorporation of drugs with synergistic effects or
different mechanisms of action. This provides combined therapeutic benefits in
single formulation. 10
Improved
patient
compliance
Advantages of emulgels like sustained release, reduced dosing frequency,
improved taste masking, flexible dosing etc. enhance patients' acceptance and
compliance. This leads to better therapy outcomes. Table 7. Key advantages of emulgel systems Emulgel formulations help in masking bitter taste, irritation and unpleasant
smell of certain drugs. They provide soothing and cooling sensation. Emulgels can be designed as solid, semi-solid or liquid formulations based on
required consistency and dose. This permits flexible choices of dosage forms
for various applications. Volume 06 Issue 05 May 2023
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www.ijcsrr.org E. Challenges to high temperatures or radiation makes sterilization a challenging task. Sterilization
is critical for parenteral applications but can deteriorate product quality. Alternative
sterilization techniques may need to be explored. 05
Skin irritation
Although emulgels minimize irritation in comparison to liquid systems, they may
still cause irritation or sensitization to certain components like surfactants,
preservatives etc. especially with prolonged and repeated use. Irritation liability
needs to be properly assessed during formulation and evaluation. 06
Drug incompatibility
Although emulgel matrix provides some protection, it may not prevent all types of
interactions between co-administered drugs or drugs and other emulgel components. Drug compatibility needs to be confirmed to avoid any physicochemical or
biological incompatibility. 07
Long term effects
The effects of prolonged use or exposure to certain emulgel components are not
fully known, especially for components used at high concentrations. This can be an
important concern, especially for formulations applied topically or injected
parenterally. Long term safety needs to be ensured before marketing. Table 8. Limitations and challenges with emulgel preparation and use 3038 *Corresponding Author: Prakash Nathaniel Kumar Sarella Volume 06 Issue 05 May 2023
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www.ijcsrr.org 3039 *Corresponding Author: Prakash Nathaniel Kumar Sarella 3040 *Corresponding Author: Prakash Nathaniel Kumar Sarella CONCLUSION Emulgels are innovative semi-solid delivery systems that combine the benefits of emulsions and gels. They offer sus-tained release,
improved stability, enhanced cosmetic properties, and versatile applications in drug and cosmetic deli-very. Emulgels can be tailored
for optimal performance using different techniques and agents, but require specialized equipment and have lower drug loading. Continued research can help realize their true potential, including combining with nanotechnology, microemulsions, and hydrogels. Emulgels are poised to transform topical, parenteral, and oral delivery in the coming years, representing an exciting prospect for the
healthcare and cosmetics industries. In sum-mary, emulgels are a remarkable delivery system that deserves further exploration for
optimized therapeutic and cos-metic solutions. International Journal of Current Science Research and Review
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www.ijcsrr.org This enhances
safety, patient compliance and acceptability
07
Flexible
and
multifunctional
formulations
Emerging areas like Janus particles, functional nanoparticles, temperature/pH
responsive systems etc. can enable emulgels for flexible and combined
functionalities like controlled release as well as targeting, imaging, therapy, testing
etc. These "intelligent" formulations can revolutionize applications of emulgels. e for
Exploring longer acting gelling agents, wax emulsions and polymers can result in
emulgels providing sustained release over weeks or months from a single
administration. This can improve management of chronic conditions. ons
Emulgels can potentially be explored for applications beyond current topical,
parenteral and oral use like buccal, nasal, rectal, intra-articular delivery etc. They
can also be investigated for applications like tissue engineering, gene delivery etc. There is immense scope for improving emulgel formulations by developing better emulsification techniques, identify-ing newer
gelling agents, permeation enhancers and solubilizers. Combining emulgels with nanotechnology, micro-emulsions and hydrogels
can generate synergistic formulations with enhanced effectiveness [17]. With growing research on preparation, characterization,
applications and optimization of emulgel systems, these plat-forms are poised to make significant improvements in topical,
parenteral and oral delivery of drugs and cosmetics. Emulgels thus present promising opportunities for developing innovative
formulations with improved therapeutic and cosmetic benefits. ACKNOWLEDGEMENT The authors would like to thank Dr. K. Ravishankar, Aditya College of Pharmacy, Surampalem for supporting this work. The authors would like to thank Dr. K. Ravishankar, Aditya College of Pharmacy, Surampalem for sup International Journal of Current Science Research and Review
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03
Sustained release for
longer periods
Exploring longer acting gelling agents, wax emulsions and polymers can result in
emulgels providing sustained release over weeks or months from a single
administration. This can improve management of chronic conditions. 04
Wider applications
Emulgels can potentially be explored for applications beyond current topical,
parenteral and oral use like buccal, nasal, rectal, intra-articular delivery etc. They
can also be investigated for applications like tissue engineering, gene delivery etc. 05
Improved stability
Use of newer surfactants, polymers, ions etc. with improved emulsifying and gelling
abilities can lead to emulgels with higher stability against creaming,
sedimentation,phase separation etc. This can reduce wasted material and improve
ease of use. 06
Reduced irritation
Exploring surfactants, polymers and other emulgel components with non-irritant
and hypoallergenic properties can minimize potential for skin irritation,
sensitization and other allergic reactions especially for topical use. This enhances
safety, patient compliance and acceptability
07
Flexible
and
multifunctional
formulations
Emerging areas like Janus particles, functional nanoparticles, temperature/pH
responsive systems etc. can enable emulgels for flexible and combined
functionalities like controlled release as well as targeting, imaging, therapy, testing
etc. These "intelligent" formulations can revolutionize applications of emulgels. www.ijcsrr.org 03
Sustained release for
longer periods
Exploring longer acting gelling agents, wax emulsions and polymers can result in
emulgels providing sustained release over weeks or months from a single
administration. This can improve management of chronic conditions. 04
Wider applications
Emulgels can potentially be explored for applications beyond current topical,
parenteral and oral use like buccal, nasal, rectal, intra-articular delivery etc. They
can also be investigated for applications like tissue engineering, gene delivery etc. 05
Improved stability
Use of newer surfactants, polymers, ions etc. with improved emulsifying and gelling
abilities can lead to emulgels with higher stability against creaming,
sedimentation,phase separation etc. This can reduce wasted material and improve
ease of use. 06
Reduced irritation
Exploring surfactants, polymers and other emulgel components with non-irritant
and hypoallergenic properties can minimize potential for skin irritation,
sensitization and other allergic reactions especially for topical use. FUTURE PERSPECTIVES Emulgels are promising semi-solid systems that combine the advantages of emulsions and gels. They offer enhanced stability,
sustained release, improved cosmetic properties and versatile applications in topical, parenteral and oral drug delivery [21]. The
promising areas of research and development for emulgels are illustrated in Figure 2 Figure 2. Promising areas of research and development for emulgels Figure 2. Promising areas of research and development for emulgels Emulgels can be formulated using different emulsification techniques like high shear homogenization, ultrasonication,
microemulsification etc. along with various gelling agents such as carbopol, hydroxypropyl cellulose, gelatin etc. Proper selection
of emulsifiers, surfactants and gelling polymers can help achieve the desired physicochemical proper-ties and release kinetics for
different applications [22]. Besides characterization of particle size, viscosity, pH, spreadability and drug release, evaluating factors
like drug loading, drug permeation and skin hydration can provide useful insights into the performance of emulgel formulations. Topical emulgels are promising for skin care, hair care and cosmetics. Parenteral emulgels can deliver drugs in a controlled manner
for systemic effects. Oral emulgels can improve absorption of both hydrophilic and lipophilic drugs [23]. Key advantages of
emulgels include sustained release, solubilization of both hydrophilic and lipophilic drugs, protection from degradation, improved
cosmetic appeal and flexible dosing. However, emulgel preparation requires specialized equipment and they have lower drug loading
compared to other semisolid systems. The potential benefits for exploring future perspectives on emulgels are listed out in Table 9. Table 9. Potential benefits of exploring future perspectives on emulgels
Sl. No. Potential benefits
Future perspectives
01
Enhanced
effectiveness
Exploring areas like newer gelling agents, emulsifiers, penetration enhancers etc. can lead to formulations with improved drug absorption, bioavailability and
therapeutic effect. Use of nanotechnology and microemulsions can also enhance
effectiveness. 02
Optimized
and
controlled release
Combining emulgels with intelligent polymers, stimuli responsive systems and
touch activated nanoparticles can enable optimized release in response to external
stimuli like pH, temperature, pressure etc. This allows activated release at specific
sites or times. Table 9. Potential benefits of exploring future perspectives on emulgels Volume 06 Issue 05 May 2023
Available at: www.ijcsrr.org
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architectures, Advanced Functional Materials. 29 (2019) 1902990. https://doi.org/10.1002/adfm.201902990. 23. S. Huan, B.D. Mattos, R. Ajdary, W. Xiang, L. Bai, O.J. Rojas, Two-phase emulgels for direct ink writing of skin-bearing
architectures, Advanced Functional Materials. 29 (2019) 1902990. https://doi.org/10.1002/adfm.201902990. Cite this Article: Prakash Nathaniel Kumar Sarella, Lakshmi Rama Krishna Pravallika Godavari (2023). The Expanding Scope
of Emulgels: Formulation, Evaluation and Medical Uses. International Journal of Current Science Research and Review, 6(5),
3030-3041 3041 *Corresponding Author: Prakash Nathaniel Kumar Sarella Volume 06 Issue 05 May 2023
Available at: www.ijcsrr.org
Page No. 3030-3041
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Immune Evaluation of Avian Influenza Virus HAr Protein Expressed in Dunaliella salina in the Mucosa of Chicken
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Vaccines
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Viren SA de CV, Presidente Benito Juárez 110B, José María Arteaga 76135, Queretaro, Mexico
8
Departamento de Química, Centro Universitario de Ciencias Exactas e Ingenierías, Universidad de
Guadalajara, Boulevard Marcelino Garcia Barragan #1421, Guadalajara 44430, Jalisco, Mexico
*
Correspondence: vmpetrone@hotmail.com Citation: Castellanos-Huerta, I.;
Gómez-Verduzco, G.; Tellez-Isaias,
G.; Ayora-Talavera, G.; Bañuelos-
Hernández, B.; Petrone-García, V.M.;
Fernández-Siurob, I.; Velázquez-
Juárez, G. Immune Evaluation of
Avian Influenza Virus HAr Protein
Expressed in Dunaliella salina in the
Mucosa of Chicken. Vaccines 2022, 10,
1418. https://doi.org/10.3390/
vaccines10091418 Abstract: Avian influenza (AI) is a serious threat to the poultry industry worldwide. Currently,
vaccination efforts are based on inactivated, live attenuated, and recombinant vaccines, where the
principal focus is on the type of virus hemagglutinin (HA), and the proposed use of recombinant
proteins of AI virus (AIV). The use of antigens produced in microalgae is a novel strategy for the
induction of an immune response in the mucosal tissue. The capacity of the immune system in poultry,
particularly in mucosa, plays an important role in the defense against pathogens. This system depends
on a complex relationship between specialized cells and soluble factors, which confer protection
against pathogens. Primary lymphoid organs (PLO), as well as lymphocytic aggregates (LA) such
as the Harderian gland (HG) and mucosa-associated lymphoid tissue (MALT), actively participate
in a local immune response which is mainly secretory IgA (S-IgA). This study demonstrates the
usefulness of subunit antigens for the induction of a local and systemic immune response in poultry
via ocular application. These findings suggest that a complex protein such as HAr from AIV (H5N2)
can successfully induce increased local production of S-IgA and a specific systemic immune response
in chickens. Publisher’s Note: MDPI stays neutral
with regard to jurisdictional claims in
published maps and institutional affil-
iations. Keywords: avian influenza; S-IgA; immunoglobulin; mucosal; hemagglutinin; recombinant protein Immune Evaluation of Avian Influenza Virus HAr Protein
Expressed in Dunaliella salina in the Mucosa of Chicken Inkar Castellanos-Huerta 1, Gabriela Gómez-Verduzco 2, Guillermo Tellez-Isaias 3
, Inkar Castellanos-Huerta 1, Gabriela Gómez-Verduzco 2, Guillermo Tellez-Isaias 3
,
Guadalupe Ayora-Talavera 4
, Bernardo Bañuelos-Hernández 5
, Víctor Manuel Petrone-García 6,*
,
Isidro Fernández-Siurob 7 and Gilberto Velázquez-Juárez 8 ,
,
,
Guadalupe Ayora-Talavera 4
, Bernardo Bañuelos-Hernández 5
, Víctor Manuel Petrone-
Isidro Fernández-Siurob 7 and Gilberto Velázquez-Juárez 8 Guadalupe Ayora-Talavera 4
, Bernardo Bañuelos-Hernández 5
, Víctor Manuel Petrone-Ga
Isidro Fernández Siurob 7 and Gilberto Velázquez Juárez 8 p
y
Isidro Fernández-Siurob 7 and Gilberto Velázquez-Juárez 8 1
Programa de Maestría y Doctorado en Ciencias de la Producción y de la Salud Animal, Facultad de Medicina
Veterinaria y Zootecnia, Universidad Nacional Autónoma de México, Ciudad Universitaria,
Ciudad de Mexico 04510, Mexico 2
Departamento de Medicina y Zootecnia de Aves, Facultad de Medicina Veterinaria y Zootecnia, Universidad
Nacional Autónoma de México, Avenida Universidad 3000, Ciudad de Mexico 04510, Mexico
3 2
Departamento de Medicina y Zootecnia de Aves, Facultad de Medicina Veterinaria y Zootecnia, Universidad
Nacional Autónoma de México, Avenida Universidad 3000, Ciudad de Mexico 04510, Mexico
3
Department of Poultry Science, University of Arkansas, Fayetteville, AK 72701, USA 3
Department of Poultry Science, University of Arkansas, Fayetteville, AK 72701, USA 4
Centro de Investigaciones Regionales Dr. Hideyo Noguchi, Universidad Autonoma de Yucatan (UADY),
Merida 97000, Yucatan, Mexico 5
Escuela de Veterinaria, Universidad De La Salle Bajío, Avenida Universidad 602, Lomas del Campestre,
Leon 37150, Guanajuato, Mexico 6
Departamento de Ciencias Pecuarias, Facultad de Estudios Superiores Cuautitlán UNAM,
Cuautitlan 54714, Mexico Communication Communication 1. Introduction Avian influenza (AI) is classified from a respiratory to a systemic disease, with a high
economic and health impact on the poultry industry worldwide [1]. Clinical presentations
of AI range from undetected to serious illness with high mortality depending on the virus
subtype and factors such as age, sex, and the commercial purpose of the poultry [2]. The AI
virus (AIV), a member of the Orthomyxoviridae family [3], presents the following two glyco-
proteins on its surface: hemagglutinin (HA) and neuraminidase (NA) [4]. HA, the principal
surface antigen, and the most abundant protein on the surface of viruses [5], is a trimer
(≈225 kDa) made up of identical monomers (≈75 kDa) that forms a trimeric, elongated, Copyright:
© 2022 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/
4.0/). https://www.mdpi.com/journal/vaccines Vaccines 2022, 10, 1418. https://doi.org/10.3390/vaccines10091418 Vaccines 2022, 10, 1418 2 of 9 rod-shaped protein organized into two polypeptides—HA1 and HA2 polypeptides—and
intertwined in a core-helical coiled-coil (stem-like domain) with N-linked oligosaccharide
side chains and three globular heads in the monomeric structure of HA0 [6]. The globular
head of HA is the viral receptor, which interacts with a cellular receptor (sialic acid) [6,7]. The vaccination strategy against AI is largely based on the use of the HA subtype circulating
in the susceptible population [8] through the use of inactivated virus vaccines and recom-
binant virus vaccines [9,10]. Another strategy proposed is the expression of recombinant
antigenic proteins from AI [10]. In particular, the expression of HA in heterologous systems
demonstrates the ability of these systems to produce recombinant proteins as possible
antigens against AI with different approaches [6,8,11–14] including a heterologous protein
expression system with high potential in various applications such as microalgae [15]. Tra-
ditional systems present particularly undesirable characteristics including high production
costs, undesirable post-translational modifications, prolonged cultivation times, and the
lack of glycosylation in proteins in some cases [16]; however, microalgae present several
advantages for the expression of proteins with particular characteristics, such as the HA
protein [17]. p
The immune system of poultry, especially in the mucosal tissue, plays a very important
role in the defense against pathogens, whose entry or presence in the mucosa is a constant
problem in animals [18]. 1. Introduction In general, the immune system depends on a complex relationship
between specialized cells and soluble factors, working together to confer protection against
pathogens [1,19,20]. In particular, the mucosal immune system of birds has similarities with
mammals, such as the presence of mucosa-associated lymphoid tissue (MALT), with some
exceptions [19]. Among these, we can highlight the presence of primary lymphoid organs,
such as the bursa of Fabricius (FB) and lymphocytic aggregates such as the Harderian
gland (HG). The HG is observed in all vertebrates with the exception of fishes, some
amphibians and primates, whereas in poultry HG is the major contributor to ocular Ig
production [20]. HG is a dominant orbital gland in birds, with a strap-like structure, located
anatomically ventral and posteromedial to the eyeball, and connected to the medial angle
of the nictitating membrane [21]. HG is responsible for the production of secretory IgA
(S-IgA) [22,23], mainly as a result of local stimulation [24]. Therefore, HG participates in the
immune response in mucous membranes, mostly in the eyes and upper respiratory tract [24]. S-IgA, a polypeptide of two monomers IgA, is the predominant Ig isotype on most mucosal
surfaces; due to its molecular stability and strong anti-inflammatory properties, S-IgA is an
ideal protective immunity component of mucosal surfaces [25]. S-IgA and immunoglobulin
M (IgM) represent an important part of the defenses at the mucosal level due to their
function of preventing the adhesion of pathogens such as bacteria and viruses, limiting
their pathogenic effect, and neutralizing and facilitating their excretion [26]. However, the
parenteral administration of antigens in many cases is inefficient for its induction, hence the
mucosal immune system is considered as separate from the systemic immune system [27]. The administration of antigens via mucosa led to the stimulation of a systemic response [28];
however, the main focus is the local stimulation of an immune response due to the need for
protection in these tissues. In the case of recombinant antigens from microalgae, due to all advantages over other
antigen-production systems [29], it is possible to explore their use as mucosal vaccines, as a
complementary stimulation pathway for parenteral immunization [30]. This study aimed
to examine the local and systemic immune response of the recombinant HAr protein of
AIV expressed in microalgae (Dunaliella salina) in chickens via mucosal administration. 2.2.2. Preparation of HAr Antigen Produced in Dunaliella salina The production of microalgae biomass was carried out in 15 L of PKS (phosphate–
potassium–sodium) modified medium in flasks with magnetic agitation (Corning PYREX
glass Proculture® Spinner Flasks 15,000 mL. (New York City, NY, USA). The biomass
from the culture was harvested by centrifugation at 13,000 rpm for 15 min at 4 ◦C and
stored at −80 ◦C until ready for use. For antigen HAr’s preparation protocol, biomass
was ground using a mortar and pestle in liquid nitrogen, suspended in lysis buffer (1%
SDS, 10 mM Tris-MOPS, 2 mM MgCl2, 10 mM KCl pH 7.5, and 2 mM PMSF, added
before use), and treated to obtain total protein soluble (TPS) according to the methods of a
previous report [15]. According to the quantitative densitometry of proteins stained with
Coomassie blue, approximately 1.277 mg of recombinant protein was recovered from 10 g
wet weight (WW) of D. salina. TPS from D. salina culture extracts was filtered through a
PVDF membrane pore diameter of 0.22 µm and verified by centrifugation. Recombinant
protein HAr was concentrated by performing ultra-filtering; upon the 10-fold increase in the
sample a sufficient concentration was achieved. The samples were analyzed using a Quick
Start™Bradford Protein assay (Bio-Rad, Hercules, CA, USA) mixed with the designated
immunomodulator A1, and homogenized to a final concentration of ~25 µg of recombinant
protein HAr, each in 50 µL. The antigen and immunomodulator A1 were combined at a
ratio of 98:2 (v/v, recombinant protein: A1), mixed for 10 min, and maintained at 4◦C until
use. One dose consisted of 100 µL of the antigen preparation (HAr), with 50 µL in each
eye. A total of 50 µg of recombinant protein HAr was considered as a dose per animal, as
previously observed [11]. 2.2.1. Preparation of Virus-Inactivated Antigens Virus-inactivated antigens for mucosa application were prepared as follows: allantoic
fluid from 13-day-old embryos was inoculated with AIV H5N2 A/chicken/Hidalgo/28159-
232/1994 (H5N2), and low pathogenicity AIV (LPAIV) with a minimum viral titer of 109.1
50% chicken embryo infectious dose (CEID)/1 mL was harvested and inactivated with 0.2%
formaldehyde for 1 h under constant stirring at room temperature and stored for 24 h at 4 ◦C,
with a minimum titer of hemagglutination test of 512 hemagglutination units (HAU)/mL,
then it was mixed with the immunomodulator A1 at a ratio of 98:2 (v/v, allantoic fluid:
A-1), according to the method of Fernandez-Siurob et al. [31]. Immunomodulator A1 was
prepared from the lipopolysaccharide mixture as described by Westphal et al. [32], which
was extracted from Escherichia coli strains characterized on an outbreak field [33]. 2.2. Preparation of Antigens for Mucosa Application 2.2. Preparation of Antigens for Mucosa Application 2.1. Expression of HAr Recombinant Protein 2.1. Expression of HAr Recombinant Protein 2.1. Expression of HAr Recombinant Protein HAr expression was performed in a previously reported study. Briefly, a sequence of
the HA gene of the reference strain A/chicken/Hidalgo/28159-232/1994 (H5N2) Genbank
# CY006040.1) was used for the agroinfiltration protocol for expression in D. salina according
to the method of Castellanos-Huerta et al. [15]. Vaccines 2022, 10, 1418 3 of 9 2.4. ELISA Test of S-IgA from Lachrymal Fluid Quantification of total S-IgA in lachrymal fluid samples was carried out using a
commercial ELISA kit (Catalog #: E33-103, Bethyl Laboratories, Inc., Montgomery, TX, USA)
following the manufacturer’s guidelines. Samples were diluted at 1:1000 (v/v lachrymal
fluid: dilution buffer), prior to their use in the ELISA test. Concentrations of S-IgA were
expressed as nanograms of total S-IgA per ml (ng/mL). 2.3. Animal Experiment The trial was performed to determine the antigenicity of the recombinant antigen
HAr compared with a virus-inactivated antigen on mucosal application, as previously
reported [31]. The animal experimentation consisted of 60 laying hen chickens divided into
groups of 20 for treatments A, B, and C. In all of the experiments, animals were housed in
poultry coops and divided according to the applied treatments. Treatment A consisted of
the positive control via the ocular route with 100 µL (50 µL in each eye) of virus-inactivated
antigen/adjuvant prepared as described above. Treatment B consisted of the application of
100 µL (total of 50 µg of recombinant protein HAr) protein/adjuvant (50 µL in each eye)
via the ocular route. Treatment C consisted of the negative control including a treatment of
PBS/A1 combined at a ratio of 98:2 (v/v, PBS/A1), mixed for 10 min, and maintained at
4 ◦C until its use via the ocular route (total of 100 µL of PBS, 50 µL in each eye). For this
experiment, a calibrated dropper was used to deposit a 50 µL drop in each eye according
to the manufacturer’s instructions. In all of the experiments, environmental and animal
management conditions were upheld according to the standards of laying chicken breeding. Feed and water were supplied ad libitum throughout the entire experiment. For the trial,
treatment A (virus-inactivated antigen), treatment B (HAr), and treatment C (PBS/A1) were
applied at 14 and 21 days of age. For each treatment, 10 birds were sampled for total S-IgA Vaccines 2022, 10, 1418 4 of 9 quantitation in lachrymal fluid at 7 and 14 days post-treatment (DPT) (28 and 36 days of
age); the samples were analyzed by performing an ELISA test according to the method of
Merino-Guzman et al. [34]. A total of 12 birds were bled for serum at 14 and 21 DPT (36
and 42 days of age) for the inhibition of the hemagglutination (HI) assay to determine the
serum immunoglobulin levels against AIV H5N2 [35]. All samples were stored at −80 ◦C
until use. During the experiment, the experimental animals were handled according to
ethical protocols for animal welfare [36]. 2.5. Inhibition of Hemagglutination (HI) Assay The stimulation of the systemic immune response of treatments A, B, and C was
evaluated using the HI assay expressed as the geometric mean titer (GMT). All mea-
surements of serum AI-specific antibody levels were analyzed with 4 HAU of the AIV
A/chicken/Hidalgo/28159-232/1994 (H5N2) strain, according to the WHO Manual on
Avian Influenza Diagnosis and Surveillance [37]. 2.6. Statistical Analyses Absorbance results in the ELISA test (for total S-IgA in the lachrymal fluid) were
extrapolated onto a polynomial calibration chart according to the supplier’s instructions. The data confirmed normal distribution (Shapiro–Wilk test) and homoscedasticity (Levene
test). Consequently, the data were subjected to a parametric test and one-way ANOVA,
followed by Tukey’s multiple comparison test with the level of statistical significance set at
p < 0.05. 3.1. ELISA Test of S-IgA from Lachrymal Fluid The quantification of total S-IgA determined by performing the ELISA test at 7 DPT
in the lachrymal fluid of animals on treatments A (48,334 ng/mL ± 4196 ng/mL) and
B (44,759 ng/mL ± 8002 ng/mL), showed a statistical difference (p > 0.05) compared
with treatment C (24,224 ng/mL ± 3496 ng/mL) (Figure 1A). Samples obtained at 14 DPT
showed an increase in the local immune response for the concentration of total S-IgA in treat-
ment A (57,486 ng/mL ± 7192 ng/mL), with a statistical difference (p > 0.05) compared with
treatment B (43,043 ng/mL ± 5733 ng/mL) and treatment C (35,633 ng/mL± 6195 ng/mL)
(Figure 1B). No statistical difference was observed between treatments B and C. mL ± 3496 ng/mL). (B). ELISA test results at 14 DPT showed an increase in conc
on treatment A (57,486 ng/mL ± 7192 ng/mL) with a statistical difference (p < 0 HI Assay from Serum
According to the results, for treatment A (GMT = 8.97 ± 1.30), treatment B (GMT =
2.70 ± 1.98), and treatment C (GMT = 10.67 ± 1.59) at 14 DPT no statistical difference was
observed (p > 0.05) (Figure 2A). The systemic immune response observed at 21 DPT pre-
ents a statistical difference (p > 0.05) by comparing treatment A (GMT = 38.05 ± 1.54),
reatment B (GMT = 33.90 ± 1.86), and treatment C (GMT = 6.72 ± 1.54) (Figure 2B). HI Assay from Serum
According to the results, for treatment A (GMT = 8.97 ± 1.30), treatment B (GMT =
± 1.98), and treatment C (GMT = 10.67 ± 1.59) at 14 DPT no statistical difference was
rved (p > 0.05) (Figure 2A). The systemic immune response observed at 21 DPT pre-
a statistical difference (p > 0.05) by comparing treatment A (GMT = 38.05 ± 1.54),
ment B (GMT = 33.90 ± 1.86), and treatment C (GMT = 6.72 ± 1.54) (Figure 2B). Figure 2. Inhibition of hemagglutination assay (HI) from serum of treatments A, B, and C. Systemic
immune response of treatment A (virus-inactivated antigen), treatment B (HAr), and treatment C
(PBS/A1) via ocular application at 14 and 21 days post-treatment (DPT) were evaluated by the HI
assay expressed in geometric mean titer (GMT). (A). Treatment A (GMT = 8.97 ± 1.30), treatment B
(GMT = 12.70 ± 1.98), and treatment C (GMT = 10.67 ± 1.59) indicated that no statistical difference
was observed (p > 0.05) at 14 DPT. (B). Immune response at 21 DPT was observed in treatment A
(GMT = 38.05 ± 1.54), treatment B (GMT = 33.90 ± 1.86) and treatment C (GMT = 6.72 ± 1.54) with a
statistical difference (p > 0.05) in comparison to each other. Literals indicate a statistical difference
(p-value < 0.05). Figure 2. Inhibition of hemagglutination assay (HI) from serum of treatments A, B, and C. Systemic
immune response of treatment A (virus-inactivated antigen), treatment B (HAr), and treatment C
(PBS/A1) via ocular application at 14 and 21 days post-treatment (DPT) were evaluated by the HI
assay expressed in geometric mean titer (GMT). (A). Treatment A (GMT = 8.97 ± 1.30), treatment B
(GMT = 12.70 ± 1.98), and treatment C (GMT = 10.67 ± 1.59) indicated that no statistical difference
was observed (p > 0.05) at 14 DPT. (B). 3.2. HI Assay from Serum ELISA test results at 14 DPT showed an increase in concentration
of S-IgA on treatment A (57,486 ng/mL ± 7192 ng/mL) with a statistical difference (p < 0.05) compared
with treatment B (43,043 ng/mL ± 5733 ng/mL) and treatment C (35,633 ng/mL ± 6195 ng/mL). No statistical difference was observed in the cases of treatments B and C at 14 DPT. Literals indicate a
statistical difference (p < 0.05). Figure 1. ELISA test of total S-IgA from lachrymal fluid of treatments A, B, and C. The concentration
of total S-IgA from lachrymal fluid samples was determined using a commercial ELISA kit. (A). ELISA test results of total S-IgA in the lacrimal fluid were observed at 7 days post-treatment (DPT)
on treatment A (virus-inactivated antigen), treatment B (HAr), and treatment C (PBS/A1). The re-
sults at 7 DPT showed a statistical difference (p < 0.05) in total S-IgA concentration in treatment A
(48,334 ng/mL ± 4196 ng/mL) and B (44,759 ng/mL ± 8002 ng/mL) compared to treatment C (24,224
ng/mL ± 3496 ng/mL). (B). ELISA test results at 14 DPT showed an increase in concentration of S-
IgA on treatment A (57,486 ng/mL ± 7192 ng/mL) with a statistical difference (p < 0.05) compared
with treatment B (43,043 ng/mL± 5733 ng/mL) and treatment C (35,633 ng/mL± 6195 ng/mL). No
statistical difference was observed in the cases of treatments B and C at 14 DPT. Literals indicate a
statistical difference (p < 0.05). 3.2. HI Assay from Serum
According to the results, for treatment A (GMT = 8.97 ± 1.30), treatment B (GMT =
12.70 ± 1.98), and treatment C (GMT = 10.67 ± 1.59) at 14 DPT no statistical difference was
observed (p > 0.05) (Figure 2A). The systemic immune response observed at 21 DPT pre-
sents a statistical difference (p > 0.05) by comparing treatment A (GMT = 38.05 ± 1.54),
treatment B (GMT = 33.90 ± 1.86), and treatment C (GMT = 6.72 ± 1.54) (Figure 2B). Figure 1. ELISA test of total S-IgA from lachrymal fluid of treatments A, B, and C. The concentratio
of total S-IgA from lachrymal fluid samples was determined using a commercial ELISA kit. (A
ELISA test results of total S-IgA in the lacrimal fluid were observed at 7 days post-treatment (DP
on treatment A (virus-inactivated antigen), treatment B (HAr), and treatment C (PBS/A1). mL ± 3496 ng/mL). (B). ELISA test results at 14 DPT showed an increase in conc
on treatment A (57,486 ng/mL ± 7192 ng/mL) with a statistical difference (p < 0 1. ELISA test of total S-IgA from lachrymal fluid of treatments A, B, and C. The concentration
l S-IgA from lachrymal fluid samples was determined using a commercial ELISA kit. (A). test results of total S-IgA in the lacrimal fluid were observed at 7 days post-treatment (DPT)
atment A (virus-inactivated antigen), treatment B (HAr), and treatment C (PBS/A1). The re-
t 7 DPT showed a statistical difference (p < 0.05) in total S-IgA concentration in treatment A
4 ng/mL ± 4196 ng/mL) and B (44,759 ng/mL ± 8002 ng/mL) compared to treatment C (24,224
± 3496 ng/mL). (B). ELISA test results at 14 DPT showed an increase in concentration of S-
n treatment A (57,486 ng/mL ± 7192 ng/mL) with a statistical difference (p < 0.05) compared
reatment B (43,043 ng/mL± 5733 ng/mL) and treatment C (35,633 ng/mL± 6195 ng/mL). No
ical difference was observed in the cases of treatments B and C at 14 DPT. Literals indicate a
ical difference (p < 0.05). Figure 1. ELISA test of total S-IgA from lachrymal fluid of treatments A, B, and C. The concentra-
tion of total S-IgA from lachrymal fluid samples was determined using a commercial ELISA kit. (A). ELISA test results of total S-IgA in the lacrimal fluid were observed at 7 days post-treatment
(DPT) on treatment A (virus-inactivated antigen), treatment B (HAr), and treatment C (PBS/A1). The
results at 7 DPT showed a statistical difference (p < 0.05) in total S-IgA concentration in treatment
A (48,334 ng/mL ± 4196 ng/mL) and B (44,759 ng/mL ± 8002 ng/mL) compared to treatment C
(24,224 ng/mL ± 3496 ng/mL). (B). ELISA test results at 14 DPT showed an increase in concentration
of S-IgA on treatment A (57,486 ng/mL ± 7192 ng/mL) with a statistical difference (p < 0.05) compared
with treatment B (43,043 ng/mL ± 5733 ng/mL) and treatment C (35,633 ng/mL ± 6195 ng/mL). No statistical difference was observed in the cases of treatments B and C at 14 DPT. Literals indicate a
statistical difference (p < 0.05). with treatment B (43,043 ng/mL± 5733 ng/mL) and treatment C (35,633 ng/mL± 6195 ng/mL). No
tatistical difference was observed in the cases of treatments B and C at 14 DPT. Literals indicate a
tatistical difference (p < 0.05). .2. mL ± 3496 ng/mL). (B). ELISA test results at 14 DPT showed an increase in conc
on treatment A (57,486 ng/mL ± 7192 ng/mL) with a statistical difference (p < 0 Immune response at 21 DPT was observed in treatment A
(GMT = 38.05 ± 1.54), treatment B (GMT = 33.90 ± 1.86) and treatment C (GMT = 6.72 ± 1.54) with a
statistical difference (p > 0.05) in comparison to each other. Literals indicate a statistical difference
(p-value < 0.05). Figure 2. Inhibition of hemagglutination assay (HI) from serum of treatments A, B, and C. Systemic
immune response of treatment A (virus-inactivated antigen), treatment B (HAr), and treatment C
(PBS/A1) via ocular application at 14 and 21 days post-treatment (DPT) were evaluated by the HI
assay expressed in geometric mean titer (GMT). (A). Treatment A (GMT = 8.97 ± 1.30), treatment B
(GMT = 12.70 ± 1.98), and treatment C (GMT = 10.67 ± 1.59) indicated that no statistical difference
was observed (p > 0.05) at 14 DPT. (B). Immune response at 21 DPT was observed in treatment A
(GMT = 38.05 ± 1.54), treatment B (GMT = 33.90 ± 1.86) and treatment C (GMT = 6.72 ± 1.54) with a
statistical difference (p > 0.05) in comparison to each other. Literals indicate a statistical difference
(p-value < 0 05)
Figure 2. Inhibition of hemagglutination assay (HI) from serum of treatments A, B, and C. Systemic
immune response of treatment A (virus-inactivated antigen), treatment B (HAr), and treatment C
(PBS/A1) via ocular application at 14 and 21 days post-treatment (DPT) were evaluated by the HI
assay expressed in geometric mean titer (GMT). (A). Treatment A (GMT = 8.97 ± 1.30), treatment B
(GMT = 12.70 ± 1.98), and treatment C (GMT = 10.67 ± 1.59) indicated that no statistical difference
was observed (p > 0.05) at 14 DPT. (B). Immune response at 21 DPT was observed in treatment A
(GMT = 38.05 ± 1.54), treatment B (GMT = 33.90 ± 1.86) and treatment C (GMT = 6.72 ± 1.54) with a
statistical difference (p > 0.05) in comparison to each other. Literals indicate a statistical difference
(p-value < 0.05). mL ± 3496 ng/mL). (B). ELISA test results at 14 DPT showed an increase in conc
on treatment A (57,486 ng/mL ± 7192 ng/mL) with a statistical difference (p < 0 Immune response at 21 DPT was observed in treatment A
(GMT = 38.05 ± 1.54), treatment B (GMT = 33.90 ± 1.86) and treatment C (GMT = 6.72 ± 1.54) with a
statistical difference (p > 0.05) in comparison to each other. Literals indicate a statistical difference
(p-value < 0.05). I Assay from Serum
According to the results, for treatment A (GMT = 8.97 ± 1.30), treatment B (GMT =
± 1.98), and treatment C (GMT = 10.67 ± 1.59) at 14 DPT no statistical difference was
ved (p > 0.05) (Figure 2A). The systemic immune response observed at 21 DPT pre-
a statistical difference (p > 0.05) by comparing treatment A (GMT = 38.05 ± 1.54),
ment B (GMT = 33.90 ± 1.86), and treatment C (GMT = 6.72 ± 1.54) (Figure 2B). Figure 2. Inhibition of hemagglutination assay (HI) from serum of treatments A, B, and C. Systemic
mmune response of treatment A (virus-inactivated antigen), treatment B (HAr), and treatment C
(PBS/A1) via ocular application at 14 and 21 days post-treatment (DPT) were evaluated by the HI
assay expressed in geometric mean titer (GMT). (A). Treatment A (GMT = 8.97 ± 1.30), treatment B
(GMT = 12.70 ± 1.98), and treatment C (GMT = 10.67 ± 1.59) indicated that no statistical difference
was observed (p > 0.05) at 14 DPT. (B). Immune response at 21 DPT was observed in treatment A
GMT = 38.05 ± 1.54), treatment B (GMT = 33.90 ± 1.86) and treatment C (GMT = 6.72 ± 1.54) with a
statistical difference (p > 0.05) in comparison to each other. Literals indicate a statistical difference
p-value < 0 05)
Figure 2. Inhibition of hemagglutination assay (HI) from serum of treatments A, B, and C. Systemic
immune response of treatment A (virus-inactivated antigen), treatment B (HAr), and treatment C
(PBS/A1) via ocular application at 14 and 21 days post-treatment (DPT) were evaluated by the HI
assay expressed in geometric mean titer (GMT). (A). Treatment A (GMT = 8.97 ± 1.30), treatment B
(GMT = 12.70 ± 1.98), and treatment C (GMT = 10.67 ± 1.59) indicated that no statistical difference
was observed (p > 0.05) at 14 DPT. (B). 3.2. HI Assay from Serum y f
According to the results, for treatment A (GMT = 8.97 ± 1.30), treatment B
(GMT = 12.70 ± 1.98), and treatment C (GMT = 10.67 ± 1.59) at 14 DPT no statisti-
cal difference was observed (p > 0.05) (Figure 2A). The systemic immune response ob-
served at 21 DPT presents a statistical difference (p > 0.05) by comparing treatment A
(GMT = 38.05 ± 1.54), treatment B (GMT = 33.90 ± 1.86), and treatment C (GMT = 6.72 ± 1.54)
(Figure 2B). 5 of 9 Vaccines 2022, 10, 1418
s 2022, 10, x Figure 1. ELISA test of total S-IgA from lachrymal fluid of treatments A, B, and C. The concentration
of total S-IgA from lachrymal fluid samples was determined using a commercial ELISA kit. (A). ELISA test results of total S-IgA in the lacrimal fluid were observed at 7 days post-treatment (DPT)
on treatment A (virus-inactivated antigen), treatment B (HAr), and treatment C (PBS/A1). The re-
sults at 7 DPT showed a statistical difference (p < 0.05) in total S-IgA concentration in treatment A
(48,334 ng/mL ± 4196 ng/mL) and B (44,759 ng/mL ± 8002 ng/mL) compared to treatment C (24,224
ng/mL ± 3496 ng/mL). (B). ELISA test results at 14 DPT showed an increase in concentration of S-
IgA on treatment A (57,486 ng/mL ± 7192 ng/mL) with a statistical difference (p < 0.05) compared
with treatment B (43,043 ng/mL± 5733 ng/mL) and treatment C (35,633 ng/mL± 6195 ng/mL). No
statistical difference was observed in the cases of treatments B and C at 14 DPT. Literals indicate a
statistical difference (p < 0.05). Figure 1. ELISA test of total S-IgA from lachrymal fluid of treatments A, B, and C. The concentra-
tion of total S-IgA from lachrymal fluid samples was determined using a commercial ELISA kit. (A). ELISA test results of total S-IgA in the lacrimal fluid were observed at 7 days post-treatment
(DPT) on treatment A (virus-inactivated antigen), treatment B (HAr), and treatment C (PBS/A1). The
results at 7 DPT showed a statistical difference (p < 0.05) in total S-IgA concentration in treatment
A (48,334 ng/mL ± 4196 ng/mL) and B (44,759 ng/mL ± 8002 ng/mL) compared to treatment C
(24,224 ng/mL ± 3496 ng/mL). (B). 3.2. HI Assay from Serum The r
sults at 7 DPT showed a statistical difference (p < 0.05) in total S-IgA concentration in treatment
(
/
/
)
d
(
/
/
)
d
C ( 2. Inhibition of he
f t
p
4. Discussion The recombinant protein (HAr) was
previously produced in a protein-recombinant expression model [15] with advantages in
terms of production costs, expression levels, as well as its possible use in the oral vaccination
of animals [29]. Therefore, mucosal vaccination was demonstrated in an animal model
(poultry) due to the importance of local mucosal immunity against diseases caused by
respiratory viruses such as AI [44]. p
y
The total S-IgA ELISA kit was utilized to determine the reactivity of the ocular applica-
tion of antigens by stimulating eye-associated lymphoid tissue [24]. Despite the non-specific
detection of S-IgA against AI, it was possible to determine different levels of S-IgA stimula-
tion during the application of both viral antigens and the recombinant protein. At 7 DPT, an
increase in the levels of total S-IgA in the lachrymal fluid samples was detected following
the application of the viral protein and recombinant protein, compared to the negative
control group, thereby demonstrating HG stimulation in the presence of the administered
antigens [45]. For the second sampling at 14 DPT, an antigen of viral origin showed a
significant increase compared to the recombinant antigen and the negative control group
in the total S-IgA levels, due to antigenic components of AIV (proteins NA, M) as well as
internal viral proteins [46]. The total S-IgA values induced at 14 DPT by the recombinant
HAr protein maintained the same level compared to 7 DPT sampling; however, bacterial
components in the immunomodulator used called A1 were able to stimulate an adaptive
immune response against these bacterial components [47], detectable by the total S-IgA
ELISA kit in the negative control group. The results of total S-IgA at 7 DPT showed the
ability of viral proteins and the HAr protein to stimulate local immunity. Nevertheless, at
14 DPT, due to the use of an adjuvant based on bacterial components and the absence of
viral components, the results observed reflect a local immune response with less activity
from the HAr protein compared to the complete viral antigen [46], thus reflecting the
necessity to improve HAr subunit antigens, including the determination of SIgA-specific
antigens against AIV antigens for an accurate evaluation. The HI assay was proposed to determine the ability to stimulate a systemic immune re-
sponse through ocular administration of viral proteins and a recombinant protein HAr. [11]. 2. Inhibition of he
f t
p
4. Discussion ne response of treatment A (virus-inactivated antigen), treatment B (HAr), and treatment C
A1) via ocular application at 14 and 21 days post-treatment (DPT) were evaluated by the HI
expressed in geometric mean titer (GMT). (A). Treatment A (GMT = 8.97 ± 1.30), treatment B
= 12.70 ± 1.98), and treatment C (GMT = 10.67 ± 1.59) indicated that no statistical difference
bserved (p > 0.05) at 14 DPT. (B). Immune response at 21 DPT was observed in treatment A
= 38.05 ± 1.54), treatment B (GMT = 33.90 ± 1.86) and treatment C (GMT = 6.72 ± 1.54) with a
ical difference (p > 0.05) in comparison to each other. Literals indicate a statistical difference
ue < 0.05). A description of the response of the mucosal immune system is necessary for the un-
derstanding of several pathologies of infectious origin, particularly in the case of AI [38,39]. As is known, the main route of entry for pathogens into an organism is via the mucosa
tissue [40]. Therefore, this tissue represents the first barrier that needs to be overcome
in order to achieve infection and the generation of infectious diseases. For this reason,
the mucosa requires a highly specialized immune system for the correct response and
protection against various pathogens [38,39]. In the case of birds, these lymphoid organs
present some variations with respect to other species [38,41]; however, the specialized Vaccines 2022, 10, 1418 6 of 9 tissue plays a vital role in homeostasis, as in other species. The ocular route for vaccination
is widely used in the poultry industry as an option for diseases such as Newcastle disease
and avian bronchitis [23,24] due to its practicality, as well as the relevance and participation
of lymphocytic aggregates, e.g., HG [20,22,23] The active participation of HG in the produc-
tion of an adaptive immune response after ocular administration represents a tool for the
local application of antigens [11,42] due to the relevance in the participation of S-IgA in the
protection against infections, as well as the induction of immunity after vaccination [43]. Nevertheless, the measurement of this Ig subtype in lachrymal fluid samples [34] is not a
regular practice. g
p
The main objective of this study was to determine the antigenicity of a recombinant
protein compared with native viral antigens of AIV. 2. Inhibition of he
f t
p
4. Discussion The results observed at immunization at 14 days DPT with viral proteins, recombinant
protein and the application of PBS/A1, showed no significant difference. However, at
21 days DPT, an increase in HI titers was observed in animals subjected to treatments
with the virus protein and recombinant HAr protein, compared to the negative control
group, demonstrating that immune stimulation via the ocular route is relevant for the local
immune response [48]. This was due to the presence of a lymphocyte aggregate HG, [38] as
well as its participation in the presentation of antigens to the immune system for the gener-
ation of the humoral response at the systemic level [49]. As observed in the measurement
of total S-IgA in lachrymal fluid, the stimulus-induced generation of a systemic immune
response was also influenced by the participation of other viral antigens present in the
sample of AI [50]; therefore, the presence of a single subunit antigen presents an antigenic
capacity not similar to a complete viral native antigen. The increase in GMT titers in the HI assay upon the application of recombinant anti-
gens demonstrates AI-specific systemic immune stimulation by the ocular administration
of a recombinant protein [49] since the HI assay measures the reactivity of stimulated Vaccines 2022, 10, 1418 7 of 9 antibodies to AI-specific immunization [37]. Due to the immunological performance of
HAr compared to viral proteins administered under the same adjuvant and application
route, it is necessary to continue its study as a possible recombinant antigen for AI before
considering viral challenge experiments in animals. The titers obtained from the HI assay,
induced by the application of viral antigens and recombinant protein HAr, are suggestive
of the minimum protection titers (GMT ≥32) [51]. However, various experiments are
required to determine the minimum protection level. Data Availability Statement: Not applicable. Data Availability Statement: Not applicable. Conflicts of Interest: Inkar Castellanos-Huerta is employed by Viren SA de CV. The remaining
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. 5. Conclusions The present study described the antigenic capacity of the recombinant protein HAr,
applied by the ocular route in experimental animals, in comparison with a complete viral
antigen. The results indicate the capacity of protein HAr for stimulation of the local and
systemic immune system in an ocular application, for its recognition as a viral protein by
HG, as well as its processing and induction of an antibody-specific immune response. The
antibodies generated at the serum level proved to be reactive with a wild-type viral antigen,
used in the HI assay, thus demonstrating that protein HAr presents characteristics of an
antigen of AI. Nevertheless, viral antigens present more antigenic activity according to the
ELISA test S-IgA results and HI assay; therefore, further studies are required to develop a
recombinant antigen capable of inducing an immune response similar to that observed in
antigens of viral origin. The results of total measured S-IgA in this experiment demonstrate the efficiency of a
recombinant protein to achieve antigenic stimulation in experimental animals; however,
these results require a more specific evaluation, because total quantification is not able
to determine the specific stimulation against protein HAr and its relationship with viral
antigens, describing no specific local immune response. Therefore, its evaluation requires
further study. y
In this experiment, the AIV H5N2 A/chicken/Hidalgo/28159-232/1994 (H5N2) strain
complied with the stipulations of the Mexican authority for use in the production of
vaccines against AI and experimentation in vitro. Nevertheless, the absence of evidence
of viral challenges in experimental animals leaves the capacity of these types of antigens
unevaluated in the presence of pathogenic viruses, so their efficacy as vaccine antigens
requires permission from the local authority to carry out their evaluation in viral challenges
in order to understand its full scope as a possible vaccine antigen. Author Contributions: Conceptualization, I.C.-H., G.G.-V., G.A.-T. and G.T.-I.; methodology, I.C.-H. and B.B.-H.; software, G.V.-J.; investigation, V.M.P.-G.; resources, G.G.-V.; writing—original draft
preparation, I.C.-H.; writing—review and editing, G.T.-I.; funding acquisition, I.F.-S. All authors have
read and agreed to the published version of the manuscript. Funding: This research was financed with private economic resources by the company VIREN SA
DE CV. Institutional Review Board Statement: Not applicable. Institutional Review Board Statement: Not applicable. Informed Consent Statement: Not applicable. Informed Consent Statement: Not applicable. Informed Consent Statement: Not applicable. Data Availability Statement: Not applicable. Data Availability Statement: Not applicable. f
y
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Humoral Immunity Following Oral Vaccination and Experimental Infection. Vaccine 1997, 15, 1922–1932. [CrossRef] 48. Tomley, F.F. Recombinant Vaccines for Poultry. Vaccine 1991, 9, 4–5. [CrossRef] 49. Mueller, A.; Sato, K.; Glick, B. The Chicken Lacrimal Gland, Gland of Harder, Caecal Tonsil, and Accessory Spleens as Sources of
Antibody-Producing Cells. Cell. Immunol. 1971, 2, 140–152. [CrossRef] y
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Wong, F.; et al. Antibody Titer Has Positive Predictive Value for Vaccine Protection against Challenge with Natural Antigenic-
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A novel role of LRP5 in tubulointerstitial fibrosis through activating TGF-β/Smad signaling
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Signal transduction and targeted therapy
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INTRODUCTION to increases of oxidative stress and inflammatory cell infiltration in
the kidney, recapitulating the phenotypes of renal fibrosis.8 These
studies demonstrate renal tubules as the major action site of TGF-
β/Smad signaling in renal fibrosis. Renal fibrosis is a very complex and irreversible pathological
process, which involves the activation and crosstalk of a variety of
profibrotic signaling pathways,1 characterizing the late stages of
virtually all types of chronic kidney diseases (CKD). Currently, there
are very limited therapeutics to treat renal fibrosis effectively. Aberrant activation of Wnt/β-catenin signaling has been shown to
play a pathogenic role in renal fibrosis in obstructive nephro-
pathy2 and diabetic nephropathy.3 However, the role of low-
density lipoprotein receptor-related protein 5 (LRP5), a co-receptor
of Wnt/β-catenin signaling,4 has not been well characterized in
these diseases. A recent study reported that high LRP5 levels in
patients were associated with faster progression of idiopathic
pulmonary fibrosis (IPF) through activation of Wnt/β-catenin
signaling,5 implicating an important role of LRP5 in Wnt/β-catenin
signaling-related pulmonary fibrotic diseases. β
g
g
Renal tubules are the primary insult targets in a variety of acute
kidney injuries and CKD, and they also play a role in the initiation and
progression of renal diseases,9 as injured tubule epithelial cells are
capable of producing reactive oxygen species,10 growth factors,1,11,12
chemokines,1,12 adhesion molecules,1,12 fibrotic cytokines,1,11,12 and
extracellular matrix.1,12 Renal tubule epithelial cells arrested in the
prolonged G2/M phase manifest profibrotic effects by expressing
fibroblast/myofibroblast markers such as vimentin and alpha-smooth
muscle actin (α-SMA).11 In addition, tubule epithelial cells interact with
multiple cell types to trigger and promote the inflammatory and
fibrotic processes.1 Notably, profibrotic phenotypes of epithelial cells
are positively correlated with the fibrotic severity in human renal
allografts.13 In type 2 diabetic nephropathy, tubulointerstitial lesions
also correlate better with renal dysfunctions than glomerulopathy.14
Taking together, these observations suggest a vital role of tubules in
contributing to kidney diseases. y
The TGF-β/Smad signaling pathway is a potent fibrogenic
pathway. Received: 6 December 2019 Revised: 10 February 2020 Accepted: 19 February 2020
1Department of Endocrinology & Metabolism, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, Guangdong 510630, China; 2Department of Physiology, College
of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA; 3Harold Hamm Diabetes Center, University of Oklahoma Health Sciences Center,
Oklahoma City, OK 73104, USA and 4NHC Key Laboratory of Hormones and Development (Tianjin Medical University), Tianjin Key Laboratory of Metabolic Diseases, Tianjin
Medical University Chu Hsien-I Memorial Hospital & Tianjin Institute of Endocrinology, Tianjin 300134, China
Correspondence: Jian-xing Ma (jian-xing-ma@ouhsc.edu) Signal Transduction and Targeted Therapy Signal Transduction and Targeted Therapy Signal Transduction and Targeted Therapy www.nature.com/sigtrans Received: 6 December 2019 Revised: 10 February 2020 Accepted: 19 February 2020 ARTICLE
OPEN
A novel role of LRP5 in tubulointerstitial fibrosis through
activating TGF-β/Smad signaling Xuemin He1,2, Rui Cheng2, Chao Huang2, Yusuke Takahashi2,3, Yanhui Yang2,4, Siribhinya Benyajati2, Yanming Chen1, Xin A. Zhang2 and
Jian-xing Ma2,3 Previous studies by us and others demonstrated that activation of Wnt/β-catenin signaling plays a pathogenic role in chronic
kidney diseases (CKD). Wnt co-receptor LRP5 variants are reported to associate with autosomal dominant polycystic kidney disease;
but their exact roles in this disease and renal fibrosis have not been explored. Here, we observed the upregulation of LRP5 in the
renal tubules of both type 1 and type 2 diabetic models and of an obstructive nephropathy model. In the obstructed kidneys, Lrp5
knockout significantly ameliorated tubulointerstitial fibrosis and tubular injury without changing Wnt/β-catenin signaling. Instead,
decreased levels of TGF-β1 and TGF-β receptors (TβRs) were detected in Lrp5 knockout kidneys, followed by attenuated activation
and nuclear translocation of Smad2/3 in the renal tubules, suggesting a regulatory effect of LRP5 on TGF-β/Smad signaling. In
consistent with this hypothesis, LRP5 overexpression resulted in enhanced TGF-β/Smad signaling activation in renal tubule
epithelial cells. Furthermore, LRP5 was co-immunoprecipitated with TβRI and TβRII, and its extracellular domain was essential for
interacting with TβRs and for its pro-fibrotic activity. In addition to stabilizing TβRs, LRP5 increased the basal membrane
presentation and TGF-β1-induced internalization of these receptors. Notably, TGF-β1 also induced LRP5 internalization. These
findings indicate that LRP5 promotes tubulointerstitial fibrosis, at least partially, via direct modulation of TGF-β/Smad signaling, a
novel, Wnt-independent function. ; https://doi.org/10.1038/s41392-020-0142-x ; https://doi.org/10.1038/s41392-020-0142-x Signal Transduction and Targeted Therapy (2020) 5:45 Signal Transduction and Targeted Therapy (2020) 5:45 Signal Transduction and Targeted Therapy (2020) 5:45 RESULTS Knockout of Lrp5 attenuates TGF-β/Smad signaling activation in
renal tubules
4 Knockout of Lrp5 attenuates TGF-β/Smad signaling activation in
renal tubules
4 LRP5 is significantly upregulated in the renal tubules of diabetic
and obstructive nephropathies LRP5 is significantly upregulated in the renal tubules of diabetic
and obstructive nephropathies LRP5 is known as a co-receptor of Wnt/β-catenin signaling;4 thus,
we investigated whether knockout of Lrp5 affected Wnt/β-catenin
signaling in the kidney. Under normal conditions, protein levels
of another Wnt co-receptor LRP6 and the effector β-catenin in
Lrp5−/−kidneys were not different from those in WT kidneys
(Supplementary Fig. S4a, b). At day 10 post-UUO, although Wnt/
β-catenin signaling was activated by UUO, levels of non-
phosphorylated β-catenin (non-p-β-catenin) and total β-catenin,
key indicators of Wnt/β-catenin signaling activation, were not
significantly altered by Lrp5 knockout (Supplementary Fig. S4c, d). The mRNA levels of Wnt target genes, Cyclin D120 and PPARδ21, as
well as nine canonical Wnt ligands including Wnt1, Wnt2, Wnt2b,
Wnt3, Wnt3a, Wnt8a, Wnt9a, Wnt10b, and Wnt16, were not
changed by Lrp5 knockout (Supplementary Fig. S4e, f). These
results suggest that the alleviation of UUO-induced renal fibrosis
in Lrp5−/−mice, at least at day 10 post-UUO, is surprisingly not
mediated through the Wnt/β-catenin signaling pathway. The expression and distribution of LRP5 in CKD have not been
previously characterized. Firstly, we measured renal LRP5 levels in
diabetic models. Western blot analysis showed that renal LRP5
levels were significantly increased in 3-month-old Akita mice (type
1 diabetes) and 6-month-old db/db mice (type 2 diabetes) relative
to their genetic background- and age-matched wild-type (WT)
non-diabetic controls, accompanied by increased renal levels of
collagen I and collagen III (Fig. 1a–d). To determine the cellular
localization of LRP5 in the kidney, we used an Lrp5 knockout
(Lrp5−/−) mouse strain, in which the LacZ reporter gene is knocked
in the locus of Lrp5. As shown by X-gal staining, Lrp5 was
abundantly expressed in the renal tubules and moderately in the
glomeruli (Supplementary Fig. S1a). Staining of LRP5 confirmed
the abundant distribution of LRP5 in the renal tubules of non-
diabetic mice, and revealed that the diabetes-induced increases of
LRP5 predominantly occurred in the renal tubules of Akita, db/db,
and OVE26 (type 1 diabetes) mice (Fig. 1e, Supplementary Fig. S2a). RESULTS g
β
g
g p
y
Previously, Lrp5 deficiency was reported to result in decreased
TGF-β1 production in a pulmonary fibrosis model.5 Therefore, we
examined TGF-β1 levels at day 10 post-UUO. Consistently, total TGF-
β1 levels were significantly lower in the Lrp5−/−UUO kidneys,
compared to those in the WT UUO kidneys (Fig. 3a–c). As TGF-β1 is a
potent stimulator of TGF-β/Smad signaling,22 we measured this
signaling pathway. UUO increased the levels of phosphorylated
Smad2 and Smad3 (p-Smad2/3), Smad2/3, TβRI, and TβRII; mean-
while, Lrp5 knockout down-regulated renal levels of these factors in
UUO (Fig. 3d, e). Furthermore, we examined TβRI cellular localization
at day 5 post-UUO, when the tubular structure was still mostly intact,
and the tubulointerstitial fibrosis was prominent. As shown in Fig. 3f,
TβRI was predominantly upregulated in the tubules of the UUO
kidneys, and not co-localized with α-SMA in the interstitial areas. Lrp5 knockout attenuated the upregulation of TβRI in the UUO
kidneys. The nuclear translocation of Smad2/3 was also substantially
decreased in Lrp5−/−kidneys compared to WT at day 10 post-UUO
(Fig. 3f, g). Furthermore, by crossbreeding Lrp5−/−mice with SBE-Luc
mice, a reporter strain for TGF-β/Smad signaling,23 we generated an
Lrp5−/−/SBE-Luc strain. Consistently, Lrp5 knockout attenuated UUO-
induced Smad2/3 activities at day 10 post-UUO (Fig. 3h). Interest-
ingly, the depletion of Lrp5 in the kidney did not affect basal TGF-β/
Smad signaling under normal conditions (Supplementary Fig. S3h, i). Taken together, these results suggest that inhibition of TGF-β/Smad
signaling contributes to the ameliorated tubulointerstitial fibrosis in
Lrp5−/−UUO kidneys. We further measured renal levels of LRP5 in the UUO model,
which is also characterized by significant renal fibrosis.2 The LRP5
expression in UUO kidneys was evaluated at day 5 and day 10
post-UUO
surgery. LRP5
was
significantly
and
persistently
upregulated compared to that in the control kidneys, which
correlated with the increases of α-SMA and connective tissue
growth factor (CTGF) (Fig. 1f, g). Notably, the increase of LRP5 was
predominantly in the dilated tubules (Fig. 1h), the major site for
the tubulointerstitial fibrosis. Knockout of Lrp5 alleviates the renal tubulointerstitial fibrosis in
CKD CKD
As LRP5 levels were positively correlated with those of fibrotic
factors in diabetic and obstructed kidneys (Fig. 1), we further
evaluated the role of LRP5 in renal fibrosis using Lrp5−/−mice. Firstly, Lrp5−/−mice were examined under normal conditions. INTRODUCTION Activation of TGF-β/Smad signaling leads to extracellular
matrix synthesis and deposition, podocyte depletion, mesangial
expansion,
tubule
epithelial
profibrotic
transformation,
and
myofibroblast activation.6 In the kidneys with unilateral ureteral
obstruction (UUO), levels of TGF-β receptor I and II (TβRI and TβRII)
are predominantly elevated in renal tubules.7 Overexpression of a
constitutively active mutant of TβRI in mouse renal tubules leads g
y
Although the expression of LRP5 is detected in normal human
and mouse kidneys,15 its cellular distribution in the kidney has not
been well characterized. Moreover, LRP5 variants are reported to
associate with autosomal dominant polycystic kidney disease,16 © The Author(s) 2020 LRP5 interacts with TGF-β/Smad signaling
He et al. LRP5 interacts with TGF-β/Smad signaling 2 but the role of LRP5 in renal fibrosis and CKD has not been
documented. The present study investigated pro-fibrotic effect of
LRP5 in CKD models such as diabetes and UUO, and identified a
new role of LRP5 in regulating the TGF-β/Smad signaling pathway
to promote renal fibrosis. tubules by measuring the epithelial marker E-cadherin. Notably,
UUO not only downregulates E-cadherin expression,18 but also
induces E-cadherin re-distribution to the apical membrane.19 At
day 5 post-UUO, Lrp5 knockout attenuated E-cadherin loss (Fig. 2c,
d) and prevented E-cadherin re-distribution (Fig. 2e). Taken
together, these results demonstrated that Lrp5 ablation alleviates
renal tubulointerstitial fibrosis. Signal Transduction and Targeted Therapy (2020) 5:45 RESULTS Lrp5−/−kidneys displayed similar levels of CTGF, fibronectin,
collagen
I,
and
collagen
III
relative
to
those
of
controls
(Supplementary Fig. S3a, b). In addition, the ratio of kidney
weight to body weight, 24-h urine volume, urinary albumin
excretion rate (UAE), and urinary albumin to creatinine ratio (ACR)
of Lrp5−/−mice were not different from those of WT mice with
sham surgery (Supplementary Fig. S2c–f). Periodic acid staining
(PAS) also showed no obvious difference in glomerular and
tubular structures in Lrp5−/−kidneys (Supplementary Fig. S3g). These findings suggest that Lrp5 knockout per se does not alter
the renal structure and functions. LRP5 promotes TGF-β/Smad signaling in renal tubule epithelial
cells LRP5 promotes TGF-β/Smad signaling in renal tubule epithelial
cells We utilized UUO to examine the effect of Lrp5 knockout on
renal fibrosis. At day 10 post-UUO surgery, Lrp5−/−kidneys
displayed significantly lower levels of CTGF, fibronectin, collagen I,
collagen III, and α-SMA, as shown by Western blot analysis (Fig. 2a,
b) and by histochemical staining (Fig. 2e), compared to WT
kidneys. In addition, we examined Lrp5’s role in renal fibrosis of
OVE26 mice, a type 1 diabetic model which displays progressive
albuminuria, GFR decline and renal fibrosis,17 recapitulating the
phenotypes in diabetic patients. In consistent with the observa-
tions in the UUO model, Lrp5 deficiency also resulted in significant
reductions of collagen I, collagen III, and α-SMA in the kidneys of
OVE26 mice (Supplementary Fig. S2b–d). Due to LRP5’s polarized
distribution in renal tubules, we next investigated LRP5’s effect on Our results demonstrated renal tubules as the major action site of
UUO-induced LRP5 and TGF-β/Smad signaling, and renal tubule
epithelial cells were thus utilized as a cell model in this study. Primary proximal tubule epithelial cells (PTECs) were isolated and
confirmed by immunostaining of sodium-glucose linked transpor-
ter 1 (SGLT-1) (Supplementary Fig. S5). In Lrp5−/−PTECs, TGF-β1-
elicited Smad2/3 phosphorylation was attenuated compared to
that in WT PTECs (Fig. 4a). On the other hand, overexpression of
LRP5 in HKC-8 cells, a human proximal tubule epithelial cell line,
potentiated TGF-β1-induced Smad2/3 phosphorylation (Fig. 4b)
and nuclear translocation (Fig. 4c). Measurement of nuclear
fractions further demonstrated higher nuclear p-Smad2/3 levels Signal Transduction and Targeted Therapy (2020) 5:45 expressing cells (Fig. 4d, e). As shown by 3TP-Lux
say a reporter system of Smad2/3 transcriptional
and α-SMA.25–27 Consistently, fibronectin, CTGF,
expression was enhanced by LRP5 overexpression an
LRP5 interacts with TGF-β/Smad signaling
He et al. Signal Transduction and Targeted Therapy (2020) 5:45 RESULTS 1
Levels of LRP5 are upregulated in the renal tubules of CKD. a, c Western blot analyses and (b, d) densitometry quantification of LRP5,
collagen III, and collagen I in the kidney homogenates from 3-month-old Akita and 6-month-old db/db mice, as well as their respective age-
and genetic background-matched, non-diabetic controls (n = 8–10). e Immunohistochemical staining of LRP5 (brown color) in the kidneys of
Akita and db/db mice and their respective non-diabetic controls (n = 5–6; scale bar = 100 μm). The lower panels are enlarged images of the
boxed areas in the upper panels. f Western blot analyses and (g) densitometry quantification of LRP5, α-SMA, and CTGF in the kidney
homogenates from WT mice with sham surgery or UUO at day 5 and day 10 post-surgery (n = 5–6). h Immunohistochemical staining of LRP5
(brown color) in the kidneys from WT mice with sham surgery or UUO at day 5 and day 10 (n = 5; scale bar = 75 μm). The lower panels are
enlarged images of the boxed areas in the upper panels. Each lane represents an individual mouse. All values are expressed as mean ± SEM. *p < 0.05; **p < 0.01, by unpaired Student’s t-test LRP5 interacts with TβRs and promotes the formation of TβRI/TβRII
heterodimers and TβRII levels were persistently decreased in the LRP5-
overexpressing group (Fig. 6a, b). Interestingly, TGF-β1 also
decreased the membrane levels of LRP5, correlating with the
changes of membrane TβRs (Fig. 6a, b). We also examined the
knockdown effect of LRP5 using a short hairpin RNA targeting
LRP5 (shLRP5). Contrary to the effect of LRP5-overexpression, basal
membrane levels of TβRI and TβRII were significantly decreased by
LRP5 knockdown alone, compared to those in the control group. Furthermore, the TGF-β1-induced membrane presentation of its
receptors was attenuated by LRP5 knockdown at 7.5–15 min (Fig. 6c, d). We showed that UUO-induced prominent over-expression of LRP5
and TβRI in renal tubules. To understand whether UUO-induced
LRP5 was co-localized with TβRI, we examined the UUO kidneys at
day 5. Indeed, LRP5 and TβRI were co-localized in the dilated
tubules of UUO kidneys (Fig. 5a). Using co-immunoprecipitation
(Co-IP) in normal condition, endogenous LRP5 was found to co-
precipitate with both endogenous TβRI and TβRII in renal tubule
epithelial cells (Fig. 5b). By forced overexpression of LRP5 and TβRI
in 293A cells, LRP5 also interacted with TβRI, which was
independent of TGF-β1 (Fig. RESULTS 5c, d). Similar to TβRI, TβRII was co-
precipitated with LRP5, independent of TGF-β1 (Fig. 5e, f). To
identify the structural domain of LRP5 responsible for interacting
with TβRs, we generated plasmids expressing the full-length LRP5
(LRP5FL), an LRP5 truncation mutant lacking the extracellular
domain (LRP5ΔN), or an LRP5 truncation mutant lacking the
intracellular domain (LRP5ΔC). LRP5FL and LRP5ΔC, but not
LRP5ΔN, were associated with TβRI (Fig. 5g). 3TP-luciferase activity
assay further confirmed that only LRP5FL and LRP5ΔC potentiated
TGF-β/Smad signaling in HKC-8 cells (Fig. 5h), suggesting that the
extracellular domain of LRP5 confers the potentiating effect on
TGF-β/Smad signaling. In addition, we examined the dynamics of internalized TβRs by
evaluating the cytosolic fractions. In the control group, cytosolic
TβRI and TβRII levels were transiently reduced at 7.5–15 min of
TGF-β1 treatment, compared to those at 0 min, due to the
trafficking of these receptors to the plasma membrane. After
7.5–15 min, cytosolic TβRI and TβRII were gradually increased. With LRP5 overexpression, cytosolic TβRs were continuously
increased after TGF-β1 treatment (Fig. 6f, g). Immunostaining of
internalized TβRs at 7.5 min also confirmed enhanced internaliza-
tion of
these receptors
by
LRP5 overexpression
(Fig. 6e). Interestingly, we noticed that LRP5 was also internalized by upon
TGF-β1 stimulation, correlating with the changes of TβRs. The
increases of cytosolic TβRs were unlikely to result from de novo
synthesis, as treatment of TGF-β1 for 30 min did not increase the
total levels of these receptors (Fig. S7). On the contrary,
knockdown of LRP5 induced decreases of cytosolic levels of TβRs
(Fig. 6h, i). Taken together, these results suggest that LRP5
potentiates the basal level membrane presentation of TβRs and
their internalization elicited by TGF-β1. Next, we evaluated the effect of LRP5 on the formation of TβRI/
TβRII heterodimers, an essential step for signaling activation.28 In
the absence of TGF-β1, TβRI-His failed to co-precipitate with TβRII
in the low-density lipoprotein receptor (LDLR) control group,
consistent with the report that TβRI is separated from TβRII in
quiescent state.29 In the LRP5-expressing cells, a significant
amount of TβRII co-precipitated with TβRI was detected (Fig. 5i),
suggesting that LRP5 alone promotes the formation of TβRI/TβRII
heterodimers. Notably, LRP5 was also co-precipitated with TβRI/
TβRII heterodimers. Upon TGF-β1 stimulation, TβRI quickly binds
to TβRII, forming TβRI/TβRII heterodimers which subsequently
activates Smad2/328. RESULTS LRP5 interacts with TGF-β/Smad signaling
He et al. 3 expressing cells (Fig. 4d, e). As shown by 3TP-Lux
say, a reporter system of Smad2/3 transcriptional
RP5 overexpression enhanced the transcriptional
mad2/3 induced by TGF-β1 (Fig. 4f). We also measured
on of its downstream target genes fibronectin, CTGF,
and α-SMA.25–27 Consistently, fibronectin, CTGF, and α-SMA
expression was enhanced by LRP5 overexpression and attenuated
by Lrp5 knockout (Fig. 4g, h). Thus, we have demonstrated that
LRP5 promotes TGF-β/Smad signaling in renal tubule epithelial
cells. and α-SMA.25–27 Consistently, fibronectin, CTGF, and α-SMA
expression was enhanced by LRP5 overexpression and attenuated
by Lrp5 knockout (Fig. 4g, h). Thus, we have demonstrated that
LRP5 promotes TGF-β/Smad signaling in renal tubule epithelial
cells. in LRP5-overexpressing cells (Fig. 4d, e). As shown by 3TP-Lux
luciferase assay, a reporter system of Smad2/3 transcriptional
activity,24 LRP5 overexpression enhanced the transcriptional
activity of Smad2/3 induced by TGF-β1 (Fig. 4f). We also measured
the expression of its downstream target genes fibronectin, CTGF, Signal Transduction and Targeted Therapy (2020) 5:45 Fig. 1
Levels of LRP5 are upregulated in the renal tubules of CKD. a, c Western blot analyses and (b, d) densitometry quantification of LRP5,
collagen III, and collagen I in the kidney homogenates from 3-month-old Akita and 6-month-old db/db mice, as well as their respective age-
and genetic background-matched, non-diabetic controls (n = 8–10). e Immunohistochemical staining of LRP5 (brown color) in the kidneys of
Akita and db/db mice and their respective non-diabetic controls (n = 5–6; scale bar = 100 μm). The lower panels are enlarged images of the
boxed areas in the upper panels. f Western blot analyses and (g) densitometry quantification of LRP5, α-SMA, and CTGF in the kidney
homogenates from WT mice with sham surgery or UUO at day 5 and day 10 post-surgery (n = 5–6). h Immunohistochemical staining of LRP5
(brown color) in the kidneys from WT mice with sham surgery or UUO at day 5 and day 10 (n = 5; scale bar = 75 μm). The lower panels are
enlarged images of the boxed areas in the upper panels. Each lane represents an individual mouse. All values are expressed as mean ± SEM. *p < 0.05; **p < 0.01, by unpaired Student’s t-test
LRP5 interacts with TGF-β/Smad signaling
He et al. LRP5 interacts with TGF-β/Smad signaling
He et al. LRP5 interacts with TGF-β/Smad signaling
H
l 4 Fig. RESULTS Indeed, after TGF-β1 treatment for 15 min, a
significant amount of co-precipitated TβRII was detected in the
LDLR control group. In the LRP5 group, co-precipitation of TβRII
was decreased (Fig. 5i), which is ascribed to the fact that TβRI
dissociates from TβRII after Smad2/3 becomes phosphorylated.30
Furthermore, we noticed that LRP5 overexpression significantly
increased the protein levels but not mRNA levels of TβRs
(Supplementary Fig. S6a–c). As shown by protein stability analysis,
LRP5 prolonged the half-lives of TβRs (Supplementary Fig. S6d, e). Signal Transduction and Targeted Therapy (2020) 5:45 DISCUSSION
Th The present study identified a previously undocumented pro-
fibrotic function of LRP5 through direct interactions with TβRs in
renal fibrosis. Notably, LRP5 was upregulated in the renal tubules
of CKD models. Moreover, knockout of Lrp5 ameliorated the
tubulointerstitial fibrosis in UUO kidneys, independent of Wnt/
β-catenin signaling. The results of Smad2/3 nuclear translocation
and luciferase activity in SBE-Luc reporter mice provided solid
in vivo evidence that Lrp5 knockout significantly attenuated UUO-
induced TGF-β/Smad signaling activation. On the other hand,
overexpression of LRP5 potentiated TGF-β/Smad signaling in renal
tubule epithelial cells. As to the mechanism underlying this
profibrotic activity of LRP5, the present study showed for the first
time that LRP5 interacted directly with TβRI and TβRII, prolonged
their half-lives, promoted the formation of TβRI/TβRII hetero-
dimers, and enhanced membrane presentation and TGF-β1-
elicited internalization of these receptors. Our studies presented
evidence suggesting that the pro-fibrotic activity of LRP5 in the
kidney is through a mechanism independent of Wnt/β-catenin
signaling, which may represent a new pathogenic mechanism for
the progression of renal fibrosis in CKD. LRP5 promotes the basal level membrane presentation and
ligand-induced internalization of TβRs The availability of TβRs on the plasma membrane is another
important factor affecting TGF-β signaling.28 Firstly, LRP5 was
detected in the membrane, and its basal membrane levels were
~60% of total LRP5 in endogenous and forced overexpressed
conditions (Supplementary Fig. S1b, d, e). Cells were fractionated
to examine the dynamics of membrane TβRs in response to TGF-
β1 stimulation. Notably, LRP5 overexpression alone increased the
basal membrane levels of TβRI and TβRII. Upon TGF-β1 treatment,
membrane TβRI and TβRII levels were transiently increased at
7.5–15 min of TGF-β1 treatment in the control pcDNA3 vector
group, and then gradually decreased. However, membrane TβRI p
g
This study showed that LRP5 was upregulated in the renal
tubules of both type 1 and type 2 diabetic models (Fig. 1e) and of
the UUO model (Fig. 1h), consistent with previous studies.31,32 In
alignment, we found that both high glucose and TGF-β1 potently LRP5 interacts with TGF-β/Smad signaling
He et al. ckout of Lrp5 alleviates the renal tubulointerstitial fibrosis in CKD. DISCUSSION
Th a, c Western blot analyses and (b, d) densitometry quantific
nectin, collagen I, and collagen III in the kidneys from WT and Lrp5−/−mice at day 10 post-surgery (n = 5–7), and (c, d) E-ca
kid
f
WT
d L
/
i
d
(
6)
S i i
f
ll
III (b
l
l b
200 5 g. 2
Knockout of Lrp5 alleviates the renal tubulointerstitial fibrosis in CKD. a, c Western blot analyses and (b, d) densitometry quantific
TGF, fibronectin, collagen I, and collagen III in the kidneys from WT and Lrp5−/−mice at day 10 post-surgery (n = 5–7), and (c, d) E-cad
MA in the kidneys from WT and Lrp5−/−mice at day 5 post-surgery (n = 5–6). e Staining of collagen III (brown color; scale bar = 200 μ
rius red (red color; scale bar = 200 μm) in the kidneys from WT and Lrp5−/−mice with sham surgery or UUO at day 10 post-surgery, an
-SMA (green color; scale bar = 75 μm) and E-cadherin (green color; scale bar = 100 μm) in the kidneys from WT and Lrp5−/−mice with
r UUO at day 5 post-surgery. The lower panels are enlarged images of the boxed areas in the upper panels. White arrows indic
istribution of E-cadherin in the basolateral membrane of tubules; red arrows indicate re-distribution of E-cadherin to the apical m
ubules. n = 5–6. Each lane represents an individual mouse. All values are expressed as mean ± SEM. **p < 0.01, by two-way ANOVA w
multiple comparisons t of Lrp5 alleviates the renal tubulointerstitial fibrosis in CKD. a, c Western blot analyses and (b, d) densitometry quant
n, collagen I, and collagen III in the kidneys from WT and Lrp5−/−mice at day 10 post-surgery (n = 5–7), and (c, d) E-
eys from WT and Lrp5−/−mice at day 5 post-surgery (n = 5–6). e Staining of collagen III (brown color; scale bar = 200
olor; scale bar = 200 μm) in the kidneys from WT and Lrp5−/−mice with sham surgery or UUO at day 10 post-surgery,
olor; scale bar = 75 μm) and E-cadherin (green color; scale bar = 100 μm) in the kidneys from WT and Lrp5−/−mice wit
5 post-surgery. The lower panels are enlarged images of the boxed areas in the upper panels. White arrows ind
E-cadherin in the basolateral membrane of tubules; red arrows indicate re-distribution of E-cadherin to the apica
. Signal Transduction and Targeted Therapy (2020) 5:45 DISCUSSION
Th d Western blot analys
etry quantification of p-Smad2/3, total Smad2/3, TβRI and TβRII in the kidneys from WT and Lrp5−/−mice at day 10 post-sur
munostaining of TβRI (red color; scale bar = 100 μm) and α-SMA (green color; scale bar = 100 μm) in the kidney sections fro
mice at day 5 post-surgery (n = 5–7), and of Smad2/3 (red color; scale bar = 25 μm), and (g) quantification of nuclear Smad
ections from WT and Lrp5−/−mice at day 10 post-surgery (n = 5–10). h Luciferase activity measurement in the kidney hom
/SBE-Luc and Lrp5−/−/SBE-Luc mice at day 10 post-surgery (n = 5–6). Each lane represents an individual mouse. All v
d as mean ± SEM. **p < 0.01; n.s., not significant, by two-way ANOVA with pair-wise multiple comparisons
Signal Transduction and Targeted Therapy (2020) 5:45 ockout of Lrp5 attenuates TGF-β/Smad signaling activation in renal tubules. a Western blot analyses, (b) densitometry qua
LISA of total TGF-β1 in the kidneys from WT and Lrp5−/−mice at day 10 post-surgery (n = 6–8). d Western blot analys
etry quantification of p-Smad2/3, total Smad2/3, TβRI and TβRII in the kidneys from WT and Lrp5−/−mice at day 10 post-su
munostaining of TβRI (red color; scale bar = 100 μm) and α-SMA (green color; scale bar = 100 μm) in the kidney sections fro
ice at day 5 post-surgery (n = 5–7), and of Smad2/3 (red color; scale bar = 25 μm), and (g) quantification of nuclear Smad
ctions from WT and Lrp5−/−mice at day 10 post-surgery (n = 5–10). h Luciferase activity measurement in the kidney hom
SBE-Luc and Lrp5−/−/SBE-Luc mice at day 10 post-surgery (n = 5–6). Each lane represents an individual mouse. All
as mean ± SEM. **p < 0.01; n.s., not significant, by two-way ANOVA with pair-wise multiple comparisons Fig. 3
Knockout of Lrp5 attenuates TGF-β/Smad signaling activation in renal tubules. a Western blot analyses, (b) densitometry quantification
and (c) ELISA of total TGF-β1 in the kidneys from WT and Lrp5−/−mice at day 10 post-surgery (n = 6–8). d Western blot analyses and (e)
densitometry quantification of p-Smad2/3, total Smad2/3, TβRI and TβRII in the kidneys from WT and Lrp5−/−mice at day 10 post-surgery (n =
5–7). DISCUSSION
Th Each lane represents an individual mouse. All values are expressed as mean ± SEM. **p < 0.01, by two-way ANOVA
risons
ion and Targeted Therapy (2020)5:45 Fig. 2
Knockout of Lrp5 alleviates the renal tubulointerstitial fibrosis in CKD. a, c Western blot analyses and (b, d) densitometry quantification of (a, b)
CTGF, fibronectin, collagen I, and collagen III in the kidneys from WT and Lrp5−/−mice at day 10 post-surgery (n = 5–7), and (c, d) E-cadherin and α-
SMA in the kidneys from WT and Lrp5−/−mice at day 5 post-surgery (n = 5–6). e Staining of collagen III (brown color; scale bar = 200 μm) and picro-
sirius red (red color; scale bar = 200 μm) in the kidneys from WT and Lrp5−/−mice with sham surgery or UUO at day 10 post-surgery, and staining of
α-SMA (green color; scale bar = 75 μm) and E-cadherin (green color; scale bar = 100 μm) in the kidneys from WT and Lrp5−/−mice with sham surgery
or UUO at day 5 post-surgery. The lower panels are enlarged images of the boxed areas in the upper panels. White arrows indicate polarized
distribution of E-cadherin in the basolateral membrane of tubules; red arrows indicate re-distribution of E-cadherin to the apical membrane of
tubules. n = 5–6. Each lane represents an individual mouse. All values are expressed as mean ± SEM. **p < 0.01, by two-way ANOVA with pair-wise
multiple comparisons Signal Transduction and Targeted Therapy (2020) 5:45 LRP5 interacts with TGF-β/Smad signaling
He et al. 3
Knockout of Lrp5 attenuates TGF-β/Smad signaling activation in renal tubules. a Western blot analyses, (b) densitometry quan
(c) ELISA of total TGF-β1 in the kidneys from WT and Lrp5−/−mice at day 10 post-surgery (n = 6–8). d Western blot analyse
i
ifi
i
f
S
d2/3
l S
d2/3 TβRI
d TβRII i
h kid
f
WT
d L
5
/
i
d
10
He et al. 6 ockout of Lrp5 attenuates TGF-β/Smad signaling activation in renal tubules. a Western blot analyses, (b) densitometry qua
LISA of total TGF-β1 in the kidneys from WT and Lrp5−/−mice at day 10 post-surgery (n = 6–8). DISCUSSION
Th g, h Western blot analyses of fibronectin, CTGF, and α-SMA (g) in primary PTECs from WT and Lrp5−/−mice exposed to
ndicated concentrations of TGF-β1 for 24 h, and (h) in HKC-8 cells after transfection of a pcDNA3 plasmid or a plasmid expressing LRP5 for
followed by the treatment with/without 2 ng/ml TGF-β1 for 24 h. Representative images are shown from at least 3 independent
riments. All values are expressed as mean ± SEM. **p < 0.01, by two-way ANOVA with pair-wise multiple comparisons
β
g
g
He et al. 7 Fig. 4
LRP5 promotes TGF-β/Smad signaling in renal tubule epithelial cells. a, b Western blot analyses of p-Smad2/3 and total Smad2/3 (a) in
WT PTECs and Lrp5−/−PTECs treated with 2 ng/ml TGF-β1 for the indicated times, and (b) in HKC-8 cells after transfection of a control plasmid
(pcDNA3) or a plasmid expressing LRP5 for 48 h, followed by the treatment with/without 2 ng/ml TGF-β1 for the indicated times. c
Immunostaining of Smad2/3 (red color; scale bar = 25 μm) in HKC-8 cells after transfection of a pcDNA3 plasmid or a plasmid expressing LRP5
for 48 h, followed by the treatment with/without 2 ng/ml TGF-β1 for 60 min. d Western blot analyses and (e) densitometry quantification of
nuclear levels of p-Smad2/3 and Smad2/3 in the fractions extracted from HKC-8 cells after transfection of a pcDNA3 plasmid or a plasmid
expressing LRP5 for 48 h, followed by the treatment with/without 2 ng/ml TGF-β1 for 60 min (n = 6). f 3TP-Lux luciferase activity assay in HKC-8
cells after transfection of the 3TP-Lux plasmid, a renilla plasmid, and a pcDNA3 plasmid or a plasmid expressing LRP5 for 48 hr, followed by the
treatment with/without 4 ng/ml TGF-β1 for 16 h. Relative luciferase activity was presented as folds of that in the cells with transfection of
pcDNA3 control (n = 3). g, h Western blot analyses of fibronectin, CTGF, and α-SMA (g) in primary PTECs from WT and Lrp5−/−mice exposed to
the indicated concentrations of TGF-β1 for 24 h, and (h) in HKC-8 cells after transfection of a pcDNA3 plasmid or a plasmid expressing LRP5 for
48 h, followed by the treatment with/without 2 ng/ml TGF-β1 for 24 h. Representative images are shown from at least 3 independent
experiments. All values are expressed as mean ± SEM. DISCUSSION
Th f Immunostaining of TβRI (red color; scale bar = 100 μm) and α-SMA (green color; scale bar = 100 μm) in the kidney sections from WT and
Lrp5−/−mice at day 5 post-surgery (n = 5–7), and of Smad2/3 (red color; scale bar = 25 μm), and (g) quantification of nuclear Smad2/3 in the
kidney sections from WT and Lrp5−/−mice at day 10 post-surgery (n = 5–10). h Luciferase activity measurement in the kidney homogenates
from WT/SBE-Luc and Lrp5−/−/SBE-Luc mice at day 10 post-surgery (n = 5–6). Each lane represents an individual mouse. All values are
expressed as mean ± SEM. **p < 0.01; n.s., not significant, by two-way ANOVA with pair-wise multiple comparisons Signal Transduction and Targeted Therapy (2020) 5:45 LRP5 interacts with TGF-β/Smad signaling
He et al. eased LRP5 levels in renal tubule epithelial cells in vitro
microvilli
of
renal
tubules,
although
no
obvious
polarized
LRP5 promotes TGF-β/Smad signaling in renal tubule epithelial cells. a, b Western blot analyses of p-Smad2/3 and total Smad2/3 (a) in
PTECs and Lrp5−/−PTECs treated with 2 ng/ml TGF-β1 for the indicated times, and (b) in HKC-8 cells after transfection of a control plasmid
NA3) or a plasmid expressing LRP5 for 48 h, followed by the treatment with/without 2 ng/ml TGF-β1 for the indicated times. c
unostaining of Smad2/3 (red color; scale bar = 25 μm) in HKC-8 cells after transfection of a pcDNA3 plasmid or a plasmid expressing LRP5
8 h, followed by the treatment with/without 2 ng/ml TGF-β1 for 60 min. d Western blot analyses and (e) densitometry quantification of
ear levels of p-Smad2/3 and Smad2/3 in the fractions extracted from HKC-8 cells after transfection of a pcDNA3 plasmid or a plasmid
essing LRP5 for 48 h, followed by the treatment with/without 2 ng/ml TGF-β1 for 60 min (n = 6). f 3TP-Lux luciferase activity assay in HKC-8
after transfection of the 3TP-Lux plasmid, a renilla plasmid, and a pcDNA3 plasmid or a plasmid expressing LRP5 for 48 hr, followed by the
ment with/without 4 ng/ml TGF-β1 for 16 h. Relative luciferase activity was presented as folds of that in the cells with transfection of
NA3 control (n = 3). Signal Transduction and Targeted Therapy (2020) 5:45 DISCUSSION
Th **p < 0.01, by two-way ANOVA with pair-wise multiple comparisons microvilli
of
renal
tubules,
although
no
obvious
polarized
distribution of LRP5 was detected in those of non-diabetic kidneys
(Supplementary Fig. S1c). We assume that this polarized distribu-
tion of LRP5 may play a role in reabsorbing glucose by renal
tubules in response to diabetes, a property of LRP5 which has
been demonstrated in mammary epithelial cells.33 increased LRP5 levels in renal tubule epithelial cells in vitro
(Supplementary Fig. S8), which recapitulated the changes of LRP5
in diabetic and UUO kidneys, respectively. However, TGF-β1 did
not significantly prolong the half-life of LRP5 protein (Fig. S9),
suggesting that the increase of LRP5 may be regulated at the
transcriptional level. Thus, it remains to be elucidated how TGF-β1
regulates the transcription of LRP5. Notably, diabetes-induced
LRP5 was predominantly located on the apical membrane and increased LRP5 levels in renal tubule epithelial cells in vitro
(Supplementary Fig. S8), which recapitulated the changes of LRP5
in diabetic and UUO kidneys, respectively. However, TGF-β1 did
not significantly prolong the half-life of LRP5 protein (Fig. S9),
suggesting that the increase of LRP5 may be regulated at the
transcriptional level. Thus, it remains to be elucidated how TGF-β1
regulates the transcription of LRP5. Notably, diabetes-induced
LRP5 was predominantly located on the apical membrane and On the other hand, LRP5 affected TGF-β1 levels, as our results
showed that renal levels of total TGF-β1 were reduced in Lrp5−/− Signal Transduction and Targeted Therapy (2020) 5:45 LRP5 interacts with TGF-β/Smad signaling
He et al. 8 UUO kidneys, which was consistent with decreased total TGF-β1
production in IPF.5 It is not well understood how LRP5 affects total
TGF-β1 levels in these fibrotic diseases. The regulation of TGF-β1
levels by LRP5 is unlikely through Wnt/β-catenin signaling,12 as
the Wnt/β-catenin signaling activity was not significantly altered
by Lrp5 knockout at day 10 post-UUO (Supplementary Fig. S4c–f). It has been reported that TGF-β/Smad signaling upregulates TGF-
β1 expression,34 which may explain the regulation of total TGF-β1
by LRP5. Interestingly, Lrp5 deficiency did not reduce the response
to TGF-β1 in lung fibroblasts and alveolar epithelial cells,5 which is
contrast to our observation in renal tubule epithelial cells (Fig. 4). It
is noteworthy that LRP5 expression was not measured in lung
fibroblasts or alveolar epithelial cells in the previous study, while
LRP5 was abundant in renal tubule epithelial cells. Signal Transduction and Targeted Therapy (2020) 5:45 MATERIALS AND METHODS property which is also possessed by neuropilin-1,35 another co-
receptor of TGF-β/Smad signaling. It is not known why over-
expression of this Wnt co-receptor alone could trigger the
formation of TβRI/TβRII heterodimers, which theoretically only
occurs when TGF-β1 is present. Notably, when TGF-β1 was
applied, LRP5 internalization was detected, sharing the same trend
as TβRs, which also indirectly indicates that LRP5 binds to TβRI/
TβRII heterodimers to undergo internalization. Animal models Akita, db/db, Lrp5−/−(B6.129P2-Lrp5tm1Dgen/J), and SBE-Luc mice
were purchased from the Jackson Laboratory (Bar Harbor, ME). Lrp5−/−mice were cross-bred with SBE-Luc mice to generate
Lrp5−/−/SBE-Luc mice, cross-bred with OVE26 mice to generate
Lrp5+/−/OVE26
mice. Eight-week-old
mice
were
randomly
assigned to sham surgery or UUO surgery according to an
established protocol.2 Briefly, the left ureter was double ligated
using 4-0 silk. Ureters of the sham control were manipulated
without ligations. Left kidneys were collected for analyses at day 5
or day 10 post-surgery. All the procedures on mice were approved
by the Institutional Animal Care and Use Committee at the
University of Oklahoma Health Sciences Center (protocol number:
14-032-SSHT). β
g
It is well-known that the crosstalk between Wnt/β-catenin
signaling and TGF-β/Smad signaling occurs at multiple subcellular
levels including the extracellular, cytoplasmic, and nuclear levels.36
TGF-β/Smad increases the levels of Wnt ligands and enhances Wnt
ligand-elicited β-catenin stabilization in vascular smooth muscle
cells.37 In addition, TGF-β1 suppresses DKK-1 to promote Wnt/
β-catenin signaling activation in human fibroblasts.38 On the other
hand, suppression of Wnt/β-catenin signaling results in attenua-
tion of TGF-β/Smad-mediated fibrosis.38 Binding of transcription
factors Smad4 and β-catenin/Lef1 has also been reported.39 Our
study focused on analyzing changes at day 10 post-UUO, when we
did not detect any significant changes in canonical Wnt ligands,
the effector, or downstream target genes (Supplementary Fig. S4c–f). However, it does not exclude the possibility that Lrp5
knockout affects Wnt/β-catenin signaling activation at other time
points after UUO. We are aware and acknowledge that it is very
challenging to exclude the involvement of Wnt/β-catenin signal-
ing when measuring TGF-β/Smad signaling in fibrotic disease
conditions, due to their reciprocal regulations and interactions. MATERIALS AND METHODS Notably, in the study of Lrp5 deficiency in pulmonary fibrosis, the
authors also acknowledged that LRP5 may play a β-catenin-
independent role to regulate fibrosis, supporting our finding in
the kidney.5 LRP6, another LDLR family member, mediates the
inhibitory effect of DKK-1 through the TGF-β-JNK signaling axis in
renal pericytes,40 suggesting a role of LRP6 independent of
β-catenin. This study thus attests LRP5’s effect on promoting the
fibrotic process independent of β-catenin. Measurements of renal functions Measurements of renal functions
Twenty-four-hour urine samples were collected. Urinary creatinine
was measured by HPLC as previously described.3 Urinary albumin
was measured using an ELISA kit for mouse albumin (Exocell,
Philadelphia, PA). culture, transfection, fractionation, and Co-IP assays Cell culture, transfection, fractionation, and Co-IP assays
PTECs were isolated according to an established protocol.44
Briefly, the cortex of the kidney was dissected out carefully and
chopped into small pieces. Then 1 mg/ml of collagenase solution
was applied and incubated at 37 °C for 30 min, with gentle
agitation. The digestion was terminated by FBS and then
sequentially filtered. Fragmented proximal tubules were collected,
and maintained in renal epithelial cell basal medium with a
growth kit. The purity of PTECs was confirmed by immunostaining
of SGLT1 (07-1417, EMD Millipore, Temecula, CA). Cells of passage
2–5 were used for experiments. p
HKC-8, a human renal proximal tubule epithelial cell line (a kind
gift from Dr. L. Racusen, the Johns Hopkins University, Baltimore,
MD), and HEK293A cells were transfected and then cultured for
48 h before the treatments. Plasmids expressing LRP5FL, LRP5ΔN,
and LRP5ΔC were generated. pcDNA3 plasmid was purchased
from the Thermo Fisher Scientific (Waltham, MA), and LDLR-Flag
plasmid was obtained from the Addgene (Cambridge, MA). p
p
β
LRP5 levels are upregulated in CKD, correlating with renal
fibrosis. Thus, it will be very interesting to study if human
patients with loss-of-function mutations of LRP5 are less likely to
develop renal fibrosis in CKD. In addition, we observed increased
LRP5 levels in the diabetic glomeruli, but whether LRP5
regulates the survival and foot effacement of podocytes remains
to be explored under diabetic conditions. Furthermore, LRP5
expression is detected in macrophages41 and monocytes,42 cells
that
play
critical
roles
in
the
renal
fibrogenesis.43
It
is
undetermined if LRP5 plays a role in these inflammatory cells
and what signaling pathways mediate its effect. DISCUSSION
Th e, f IP of (e) LRP5 or (f) TβRII in HKC-8 cells co-
transfected with TβRII and LRP5 for 48 h, followed by the treatment with/without 2 ng/ml TGF-β for 15 min. TβRII and LRP5 were precipitated
using their specific antibodies. The precipitated proteins were immunoblotted for TβRII and LRP5. g IP of TβRI in HEK293A cells co-transfected
with TβRI-His and LRP5FL-Flag, LRP5ΔN-Flag or LRP5ΔC-Flag for 48 h. TβRI-His was precipitated by Ni-NTA resin. The precipitated proteins were
immunoblotted for His and Flag. h Measurement of 3TP-Lux luciferase activity in HKC-8 cells after transfection of the 3TP-Lux plasmid, a renilla
plasmid and a control plasmid or plasmid expressing LRP5FL, LRP5ΔN, or LRP5ΔC for 48 h, followed by the treatment with/without 4 ng/ml
TGF-β1 for 16 h. Relative luciferase activity was presented as folds of that in the cells with transfection of pcDNA3 control (n = 3). i IP of TβRI in
HKC-8 cells co-transfected with TβRI-His and LRP5-Flag or LDLR-Flag for 48 h, followed by the treatment with/without 2 ng/ml TGF-β for
15 min. TβRI-His was precipitated by Ni-NTA resin. The precipitated proteins were immunoblotted for His, Flag, and TβRII. Arrowheads indicate
non-specific bands; arrows indicate target proteins. All values are expressed as mean ± SEM. **p < 0.01; n.s., not significant, by two-way ANOVA
with pair-wise multiple comparisons DISCUSSION
Th Therefore, it is
unclear whether the divergent responses to TGF-β1 are attributed
to different expression levels of LRP5 in these cell types. In the absence of TGF-β1, increased formation of TβRI/TβRII
heterodimers was observed after LRP5 overexpression (Fig. 5i), a
Signal Transduction and Targeted Therapy (2020) 5:45 UUO kidneys, which was consistent with decreased total TGF-β1
production in IPF.5 It is not well understood how LRP5 affects total
TGF-β1 levels in these fibrotic diseases. The regulation of TGF-β1
levels by LRP5 is unlikely through Wnt/β-catenin signaling,12 as
the Wnt/β-catenin signaling activity was not significantly altered
by Lrp5 knockout at day 10 post-UUO (Supplementary Fig. S4c–f). It has been reported that TGF-β/Smad signaling upregulates TGF-
β1 expression,34 which may explain the regulation of total TGF-β1
by LRP5. Interestingly, Lrp5 deficiency did not reduce the response to TGF-β1 in lung fibroblasts and alveolar epithelial cells,5 which is
contrast to our observation in renal tubule epithelial cells (Fig. 4). It
is noteworthy that LRP5 expression was not measured in lung
fibroblasts or alveolar epithelial cells in the previous study, while
LRP5 was abundant in renal tubule epithelial cells. Therefore, it is
unclear whether the divergent responses to TGF-β1 are attributed
to different expression levels of LRP5 in these cell types. In the absence of TGF-β1, increased formation of TβRI/TβRII
heterodimers was observed after LRP5 overexpression (Fig. 5i), a LRP5 interacts with TGF-β/Smad signaling
He et al. LRP5 interacts with TGF-β/Smad signaling 9 Fig. 5
LRP5 interacts with TβRs and stimulates the formation of TβRI/TβRII heterodimers. a Immunostaining of LRP5 (green color; scale bar =
25 μm) and TβRI (red color; scale bar = 25 μm) in the kidney sections from WT mice at day 5 post-surgery showing co-localization of LRP5 and
TβRI in the injured tubules of UUO kidneys (n = 5–7). b IP of endogenous LRP5 in HKC-8 cells. LRP5 was precipitated with its specific antibody. The precipitated proteins were immunoblotted for TβRI, TβRII, and LRP5. c, d IP of (c) TβRI and (d) LRP5 in HEK293A cells co-transfected with
TβRI-His and LRP5-Flag for 48 h, followed by the treatment with/without 2 ng/ml TGF-β1 for 15 min. TβRI-His was precipitated by Ni-NTA resin
and LRP5-Flag by anti-Flag resin. The precipitated proteins were immunoblotted for His and Flag. Signal Transduction and Targeted Therapy (2020) 5:45 MATERIALS AND METHODS In summary, we
have identified a new profibrotic role of LRP5 in driving renal
fibrosis
via
direct
interaction
with
TGF-β/Smad
signaling,
suggesting LRP5 expression as a prognostic marker for the
progression of CKD. Cycloheximide (Sigma-Aldrich, Saint Louis, MO) treatment at
50 μM was used to measure the protein stability, with DMSO (Sigma-
Aldrich, Saint Louis, MO) as control. Fractionation of cell lysates was
performed according to the manufacturer’s instructions (BioVision
Technology, Chester Spring, PA). For Co-IP assays, cells were washed
with PBS, lysed in the IP buffer,45 and then proteins were pulled
down using anti-Flag resin (Thermo Fisher Scientific, Waltham, MA),
Ni-NTA resin (Thermo Fisher Scientific, Waltham, MA), and TβRII
antibody (sc-17792, Santa Cruz, Dallas, TX). Precipitated proteins
were then subjected to Western blot analysis. Signal Transduction and Targeted Therapy (2020) 5:45 LRP5 interacts with TGF-β/Smad signaling
He et al. 10 5 promotes the basal membrane presentation and ligand-induced internalization of TβRs. a, c, f, h Western blot analyses
ometry quantification of TβRI, TβRII, and LRP5 in the cell factions from HKC-8 cells after transfection with (a, b, f, g) a contr
r a plasmid expressing LRP5, and (c, d, h, i) a control plasmid (sh-scramble) or a plasmid expressing shRNA for LRP5 (s
wed by the treatment of 2 ng/ml TGF-β1 for the indicated times. Cells were fractionated and immunoblotted for TβRI,
pan-cadherin and α-tubulin as loading controls (n = 3). e Immunostaining of internalized TβRI, TβRII, and LRP5 in HKC-8
n of pcDNA3 or a plasmid expressing LRP5 together with either a plasmid expressing TβRI or TβRII for 48 hr, follow
of 2 ng/ml TGF-β1 for 7.5 min (green color; scale bar = 10 μm). Representative images are shown from at least three ind
s. All values are expressed as mean ± SEM. *p < 0.05; **p < 0.01, by unpaired Student’s t-test Fig. 6
LRP5 promotes the basal membrane presentation and ligand-induced internalization of TβRs. a, c, f, h Western blot analyses and (b, d,
g, i) densitometry quantification of TβRI, TβRII, and LRP5 in the cell factions from HKC-8 cells after transfection with (a, b, f, g) a control plasmid
(pcDNA3) or a plasmid expressing LRP5, and (c, d, h, i) a control plasmid (sh-scramble) or a plasmid expressing shRNA for LRP5 (shLRP5) for
48 h, followed by the treatment of 2 ng/ml TGF-β1 for the indicated times. REFERENCES et al. Wnt coreceptor Lrp5 is a driver of idiopathic pulmonary fibrosis. Am. J. Respir. Crit. Care Med. 190, 185–195 (2014). 6. Bottinger, E. P. & Bitzer, M. TGF-beta signaling in renal disease. J. Am. Soc. Nephrol. 13, 2600–2610 (2002). 7. Sutaria, P. M. et al. Transforming growth factor-beta receptor types I and II are
expressed in renal tubules and are increased after chronic unilateral ureteral
obstruction. Life Sci. 62, 1965–1972 (1998). 8. Gentle, M. E. et al. Epithelial cell TGFbeta signaling induces acute tubular injury
and interstitial inflammation. J. Am. Soc. Nephrol. 24, 787–799 (2013). 9. Chevalier, R. L. The proximal tubule is the primary target of injury and progression
of kidney disease: role of the glomerulotubular junction. Am. J. Physiol. Ren. Physiol. 311, F145–F161 (2016). 10. Bagby, S. P. Diabetic nephropathy and proximal tubule ROS: challenging our
glomerulocentricity. Kidney Int. 71, 1199–1202 (2007). 11. Yang, L. et al. Epithelial cell cycle arrest in G2/M mediates kidney fibrosis after
injury. Nat. Med. 16, 535–543 (2010). Internalization of membrane receptors
HKC-8 cells were co-transfected with a control plasmid pcDNA3
or
a
plasmid
expressing
LRP5
together
with
a
plasmid
expressing either TβRI or TβRII, and cultured for 48 h. Then cells
were incubated with 10 μg/ml primary antibodies for LRP5 (sc-
390267, Santa Cruz, Dallas, TX), TβRI (sc-398, Santa Cruz, Dallas,
TX), and TβRII (sc-17792, Santa Cruz, Dallas, TX) at 4 °C for 1 h,
and washed three times with ice-cold PBS. Cells were then
incubated in pre-warmed medium containing 2 ng/ml TGF-β1 at
37 °C
for
7.5 min
to
stimulate
the
internalization. Non-
internalized primary antibodies were removed with 0.2 M
glycine buffer (pH 2.5). Then the cells were fixed with 4%
paraformaldehyde and permeabilized with 0.1% Brij98 in PBS,
and blocked with 20% goat serum in PBS. Internalized primary
antibodies were detected with Alexa-488 conjugated goat anti-
rabbit or anti-mouse secondary antibodies (Thermo Fisher
Scientific, Waltham, MA). 12. He, X. et al. Pigment epithelium-derived factor, a noninhibitory serine protease
inhibitor, is renoprotective by inhibiting the Wnt pathway. Kidney Int. 91,
642–657 (2017). 13. Xu-Dubois, Y. C. et al. Epithelial phenotypic changes are associated with a tubular
active fibrogenic process in human renal grafts. Hum. Pathol. 44, 1251–1261 (2013). 14. Brocco, E. et al. Renal structure and function in non-insulin dependent diabetic
patients with microalbuminuria. Kidney Int. Suppl. 63, S40–S44 (1997). 15. Figueroa, D. J. et al. Competing interests The authors declare no competing interests. ACKNOWLEDGEMENTS Real-time PCR
Real-time PCR was performed as described previously.3 Sequences
of primer pairs for genes were listed in Table S1 or referred to a
documented study.12 We thank the Diabetes COBRE Imaging Facility, and the Diabetic Animal Core at the
University of Oklahoma Health Sciences Center for the technical supports. This study
was supported by a grant from the Oklahoma Center for the Advancement of Science
and Technology (HR16-041) and NIH grants EY012231, EY018659, EY028949,
EY019309, and GM122744, a grant from National Nature Science Foundation of
China NO. 81700631 and Science & Technology Development Fund of Tianjin
Education Commission for Higher Education 2016YD05. Western blot analysis and ELISA y
Western blot analysis was performed as previously described.46
Antibodies used for Western blot analysis were listed in the Table
S2. GAPDH, β-actin, α-tubulin, and pan-cadherin were used as
loading controls. Individual band in Western blots was semi-
quantified by densitometry using the AlphaView software (Alpha
Innotech, Santa Clara, CA). The densitometry of target proteins
was normalized to that of individual housekeeping protein. Then
the normalized ratio values were averaged in the control group. The averages of other groups were divided by that of the control
group, to obtain the “fold change over the control” (with control
group as “1”). TGF-β1 ELISA was performed according to the
manufacturer’s instruction (R&D Systems, Minneapolis, MN). AUTHOR CONTRIBUTIONS X.H., R.C., and J.M. designed experiments. X.H. wrote the draft of the manuscript, R.C.,
Y.T., S.B., Y.C., and J.M. edited it. X.H., R.C., C.H., Y.Y., and X.Z. performed experiments, X.H., R.C., and J.M. designed experiments. X.H. wrote the draft of the manuscript, R.C.,
Y.T., S.B., Y.C., and J.M. edited it. X.H., R.C., C.H., Y.Y., and X.Z. performed experiments,
d X H
l
d th
d t
Y T
t
t d th
LRP5
d LRP5
t
t
l
id X.H., R.C., and J.M. designed experiments. X.H. wrote the draft of the manuscript, R.C.,
Y.T., S.B., Y.C., and J.M. edited it. X.H., R.C., C.H., Y.Y., and X.Z. performed experiments,
and X.H. analyzed the data. Y.T. constructed the LRP5 and LRP5 mutant plasmids. MATERIALS AND METHODS Cells were fractionated and immunoblotted for TβRI, TβRII, and
LRP5, with pan-cadherin and α-tubulin as loading controls (n = 3). e Immunostaining of internalized TβRI, TβRII, and LRP5 in HKC-8 cells after
transfection of pcDNA3 or a plasmid expressing LRP5 together with either a plasmid expressing TβRI or TβRII for 48 hr, followed by the
treatment of 2 ng/ml TGF-β1 for 7.5 min (green color; scale bar = 10 μm). Representative images are shown from at least three independent
experiments. All values are expressed as mean ± SEM. *p < 0.05; **p < 0.01, by unpaired Student’s t-test Signal Transduction and Targeted Therapy (2020) 5:45 LRP5 interacts with TGF-β/Smad signaling
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Commons license, and indicate if changes were made. The images or other third party
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indicated otherwise in a credit line to the material. If material is not included in the
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Nahdlatul Ulama Da'wah Dynamics: Socio-Cultural Change and Disruption
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Abstract The dynamics of da'wah and social and cultural change/disruption, especially since the middle
of the last century, have challenged major civic organizations such as Nahdlatul Ulama (NU). The Nahdlatul Ulama is often considered a conservative organization, unprogressive, and
even often stigmatized, but this organization continues to fly its wings and capture the code of
change. This study examines the dynamics of Nahdlatul Ulama's da'wah method, especially in
the deal with changes and socio-cultural disruptions. This paper uses qualitative methods with a
transdisciplinary approach. It consists of a sociological, historical, and cultural approach, mainly
emphasizing integrating da'wah and communication science. The subjects of this study are the
Chairmen at PBNU for the 2015-2020 period—data analysis in this study by data reduction,
display, conclusion, and verification. The results of this study expose: (1) The era of disruption has
a tremendous impact on the da'wah method (2) Nahdlatul Ulama utilizes digital da'wah Media,
such as social media (Twitter, Facebook, Instagram, Youtube, and Google Plusme), NU Online,
146 Chanel, Aswaja TV, Nutizen, Islamic.com, and Film. (3) Nahdlatul Ulama's da'wah materials
contain: countering fundamentalism, radicalism, terrorism, and Wahabism by strengthening
aswaja content, ukhuwah trilogy (ukhuwwah bashariyyah, ukhuwwah wathaniyyah, ukhuwwah
Islamiyyah). (4) Nahdlatul Ulama continues to revive slametan, praise, tahlilan, dhikr after prayer,
maulid nabi, berzanji, halal bi halal, sarong, skullcap, turban, blangkon, istighasah, recitation,
pilgrimage, haul, and bahth al-masa'il. Keywords: : Nahdlatul Ulama, Da'wah dinamics, Disruption, Socio-cultural change. Keywords: : Nahdlatul Ulama, Da'wah dinamics, Disruption, Socio-cultural change. Nahdlatul Ulama Da’wah Dynamics: Socio-Cultural Change
and Disruption Siti Uswatun Khasanah*1
1Universitas Islam Djakarta (UID), Jakarta, Indonesia Article Information
Submitted August 8, 2022
Revision September 3, 2022
Accepted September 14, 2022
Published October 30, 2022 Komunika: Jurnal Dakwah dan Komunikasi
Vol. 16, No. 2, Oktober 2022, 183-199
ISSN 1978-1261 (print); 2548-9496 (online) Komunika: Jurnal Dakwah dan Komunikasi
Vol. 16, No. 2, Oktober 2022, 183-199
ISSN 1978-1261 (print); 2548-9496 (online) KOMUNIKA: Jurnal Dakwah dan Komunikasi −Vol 16, No. 2 (2022)
183
*Author Correspondence: Siti Uswatun Khasanah, Email: sitiuswatunkhasanah@uid.ac.id
Copyright © 2022 Dortje L. Y. Lopulalan, Selvianus Salakay, Yustina Sopacua, Ronald Alfredo Introduction era by accelerating effective and productive
approaches,
methods,
materials,
and
techniques (Khasanah, 2021). The rapid advance of information
technology in the contemporary era spurred
acceleration in culture, ideology, and the
development of science. Da'wah should
provide changes (disruptions) and rearrange
their
da'wah
system,
structuring
new
formulating materials, methods, targets, and
how to deal with problems. Da'wa should
answer the directions and challenges of the
times. In objective reality, da'wah is required
to respond to the trends of the contemporary Basit (2013) states four da'wah methods
in the contemporary era: (1) Da'wah can
be developed as an object of science and
developed according to the requirements
and necessities of society, (2) Changing
the paradigm of da'wah science to Islamic
communication
science
by
synthesizing
theories of communication science with
da'wah
theories
derived
from
Islamic KOMUNIKA: Jurnal Dakwah dan Komunikasi −Vol 16, No. 2 (2022)
183
*Author Correspondence: Siti Uswatun Khasanah, Email: sitiuswatunkhasanah@uid.ac.id
Copyright © 2022 Dortje L. Y. Lopulalan, Selvianus Salakay, Yustina Sopacua, Ronald Alfredo 183 Siti Uswatun Khasanah teachings, (3) The preacher should increase
their ability following the development
of science and technology, (4) Utilize
community's communication media. or community interactions, including changes
in cultural matters. Thus, social change
transforms toward a state distinct from the
previous form. Disruption continues to spur advances
in information technology, culture, ideology,
economics, and the development of science. For this reason, da'wah must respond to trends
by accelerating new approaches to be more
effective and productive, such as acceleration
in materials, methods, and techniques. The
intended social change in da'wah activities
is planned change. An example of da'wah
of social movement in reforming society is
exemplified by the Prophet Muhammad. The
apostle's da'wah includes various aspects,
including strengthening the socio-religious
element by supporting the creed of the people
starting with the construction of mosques
and maintaining socio-political and socio-
economic by applying for alms orders and
prohibiting usury and encouraging work ethic
(Syamsuddin, 2016). The disruption era is associated with
rapid
communication
and
information
technology development, which initiated the
digital industry revolution 4.0. Advancements
in
information
technology,
computing,
automation, and robotization characterize
disruptive technology. This change followed a
massive domino effect, including in religious
behavior. The Internet has also changed
patterns of religious behavior (Kasali, 2017). Bayu Setiaji (Kompas, 2020) stated that
disruption is an innovation that replaces all
old systems in new ways or techniques. Introduction It
replaces old physical technology with more
efficient and effective digital technology. For
example, in print media that turned into online
media, traditional motorcycle taxis are less
competitive than online motorcycle taxis, and
traditional stores are inferior to online stores
and others. According to Fukuyama (1999),
disruption in society is inevitable. The change
is conditioned by the power of information
technology that upholds democratic values,
such as freedom and equality. The changes
in the "information society" are the strengths
and advantages of disruption. The purpose of
disruption is welfare, democracy, awareness
of human rights, and concern for the
environment. Nahdlatul Ulama is an independent socio-
religious organization with the independence
to determine its attitudes and activities. The
NU upholds democracy, the constitution, and
the law. NU consists of values of openness,
cooperativeness, ideology, moderation, and
pluralism (Hefner, 2020). The NU counters
discrimination,
radicalism,
anarchism,
and terrorism (Aziz, 2016). In addition to
being Indonesia's largest reckoned civic
organization, NU dares to stand out amid
socio-political constellations—for example,
the term Islam Nusantara Social change is a transformation from
the social's symptoms starting from the
individual to the more complex. The sign of
social change is a continuity disruption in
social unity, although the situation is relatively
small. The social change includes structures,
functions, values, norms, institutions, and all
aspects resulting from human, organizational, According to Abdurahman Wahid, NU's
practice of "intermarriage" between religion
and the social sciences of the humanities, the
pros and cons of the NU thoughts of the NU
pattern have continually been interesting. KOMUNIKA: Jurnal Dakwah dan Komunikasi −Vol 16, No. 2 (2022) 184 Nahdlatul Ulama Da’wah Dynamics: Socio-Cultural Change and Disruption The NU is often considered a conservative
organization, unprogressive, and even often
stigmatized, but in reality, it continues to fly
its wings and capture the code of change. Therefore, researchers are interested in seeing
the dynamics of NU da'wah, especially toward
socio-cultural changes and disruptions. 2015-2020 period; observation results;
works/books published by NU and written by
NU figures and PBNU documents. Secondary
data includes literature studies of theories
and relevant information, such as books,
journals, magazines, and printed or electronic
media. Data collection techniques use semi-
structured
interviews,
participatory
observation
(participatory
observation),
and documentation. Data analysis in this
study utilizes data reduction (reduction),
testing or presenting data (display), drawing
conclusions
(conclusion
drawing),
and
verification (Suyanto: 2007; Milles, 1986). Method The research uses qualitative methods
with a case study approach to study/
explore and understand the meaning of
social problems. A qualitative approach
means discovering and understanding the
hidden value/meaning behind people's lives,
history, behavior, concepts or phenomena,
and social issues. A case study approach
allows for an in-depth investigation of a case,
accumulating complete information using
various data collection procedures based on
a predetermined time. The data includes an
event, activity, process, or program (Creswell,
2016). Result In the era of social disruption and change,
the role of da'wah is correspondingly a means
of educating, criticizing, social supervision,
protecting
the
environment,
scientific
development, building the welfare of the
people, and empowering the community. The
results of this study reveal that: First: The era
of disruption has had an impact on social and
cultural changes, including in da'wah. In this
case, NU has utilized digital da'wah media,
new media, and conventional media. The
distinctions in traditional and contemporary
media characteristics are presented in Table
1 below. The subject of this study is the
management of Nahdlatul Ulama organization
(chairmen of PBNU) for the 2015-2020
management period. Primary data were
obtained from field data interviews with
the general chairman of PBNU, chairman
of the NU Da'wah Institute (LDNU), and
representatives of the management for the KOMUNIKA: Jurnal Dakwah dan Komunikasi −Vol 16, No. 2 (2022)
185
Table .1. Characteristics of Conventional Media vs. New Media
Characteristics
Conventional Media
New Media
1
Content
Limited
by
space/tend
to
be
determined, local factors, and the
presence of sensors
Limited
by
space/tend
to
be
determined, local factors, and the
presence of sensors
2
Orientation
of
Fuction
Elite
class,
ignoring
global
publications (universality)
All social types, global access Table .1. Characteristics of Conventional Media vs. New Media
Characteristics
Conventional Media
New Media
1
Content
Limited
by
space/tend
to
be
determined, local factors, and the
presence of sensors
Limited
by
space/tend
to
be
determined, local factors, and the
presence of sensors
2
Orientation
of
Fuction
Elite
class,
ignoring
global
publications (universality)
All social types, global access Table .1. Characteristics of Conventional Media vs. New Media KOMUNIKA: Jurnal Dakwah dan Komunikasi −Vol 16, No. 2 (2022) 185 Siti Uswatun Khasanah 3
Institution
Elite
class,
ignoring
global
publications
Centralized flexible, anonymity, user
as owner, only for capital access
4
Public Acess
Low, one-way
Significantly broad, multi-directional,
interactive, freedom, equality
(Processed from various sources: Sparks, Colin. (2001), Bennett, W. Lance & Entman, Robert M. (eds),
Pavlik, John V. (1996.) 3
Institution
Elite
class,
ignoring
global
publications
Centralized flexible, anonymity, user
as owner, only for capital access
4
Public Acess
Low, one-way
Significantly broad, multi-directional,
interactive, freedom, equality
(Processed from various sources: Sparks, Colin. (2001), Bennett, W. Lance & Entman, Robert M. (eds),
Pavlik, John V. (1996.) "The Islamic typology in Indonesia is a
typical Islamic typology. Result Khasa'is has an
extensive scope, initiating from history,
thoughts, traditions, ijtihad, and how to
preach to social interaction. Among the
main Khasais of Islam Nusantara are as
follows: i'tidal, tawassut (moderate),
tasamuh (tolerant), tawazun (Balanced),
tasyawur (Happy to deliberate), ta'awun
wa tadhamun (Mutual Cooperation). This
value adapts to the community's culture
and customs that align with Shari'a,
prioritizing (Da'wah kindly, not with
anger, violence, and hatred). In addition,
social interaction is realized by being
happy and staying in touch. Furthermore,
NU aims to achieve harmony between
religion and the state, not a secular nor
religious state. It includes the concept
that the love of the motherland is part
of the faith. NU implements 3 ukhuwah
(fraternity), Islamiyah, wathaniyah, and
basyariyah. In addition, NU is open to
new thoughts following Islam's basic
principles, providing equality in religious,
social, and state life. There is no strict
separation of space between men and
women that blends Islam with culture,
Islam with nationalism, and blends Islam
with a wealth of traditions." (Interview
with Said Aqil Siradj). Second: NU utilizes various media for
da'wah, both verbal, essay, electronic media,
and digital media, as a result of interviews
with Nahdlatul Ulama administrators. "NU utilizes digital da'wah media, such
as social media (Twitter, Facebook,
Instagram, Youtube, Google Plusme), NU
Online, 146 Chanel, Aswaja TV, Nutizen,
Islamic.com, and Film." (Interview with
Khairul Anam) "NU utilizes digital da'wah media, such
as social media (Twitter, Facebook,
Instagram, Youtube, Google Plusme), NU
Online, 146 Chanel, Aswaja TV, Nutizen,
Islamic.com, and Film." (Interview with
Khairul Anam) Third, NU's da'wah materials contain
countering
fundamentalism,
radicalism,
terrorism, and Wahabism by strengthening
aswaja content and the ukhwah trilogy
(ukhuwwah
bashariyyah,
ukhuwwah
wathaniyyah, ukhuwwah Islamiyyah). Fourth,
the development of da'wah is based on local
culture. NU continues to revive the tradition,
namely tasyakuran, in welcoming the birth
of children, circumcision, reading shalawat
before praying/waiting for other jama'ah,
tahlilan, dhikr after prayer, commemorating
the Prophet's maulid, recitation of al-berzanji
(biography of the Prophet), halal bi halal,
wearing a sarong, wearing skullcap, turban,
blangkon, istighasah, grand recitation,
walisongo
pilgrimage,
nyekar/pilgrimage
of ancestral tombs, haul, bahth al-masa'il,
defending the Republic of Indonesia and
Pancasila as the ideology of the Indonesian
nation. The obligations of all societal levels
and young figures of NU are expected to
continue to inherit the local culture and lead
the strength and existence of the Republic of
Indonesia. 3. Nahdlatoel Oelama News 3. Nahdlatoel Oelama News Nahdlatul Ulama Da'wah Media Some of the dynamics of NU's da'wah in
terms of media are: Result NU's da'wah in a multicultural society
aims to develop patterns and models to convey
a da'wah message that targets a combination
of
cultures,
ethnicities,
languages,
and
religions. Therefore, how NU's exertions in
implementing multicultural da'wah based
on local wisdom during a pluralist society
and also how to develop the Nahdlatul
Ulama (NU) da'wah model, which has been
committed to prioritizing the principles of
fraternity, courtesy, and awareness, needs
to be highlighted to the surface. Finally, the KOMUNIKA: Jurnal Dakwah dan Komunikasi −Vol 16, No. 2 (2022) 186 Nahdlatul Ulama Da’wah Dynamics: Socio-Cultural Change and Disruption community has new choices in diversity that
continue to grow (Said Aqil Siradj: 2022)
"Islamic society must be integrated with
the culture as long as the culture is suitable
for Islam. "We" must not oppose it except
for cultures contrary to sharia, such as
infidelity, gambling, drunkenness, and
others (Said Aqil Siradj: 2019, interview). monthly magazine based in PWNU East Java. It was established in 1978. H. Anas Thohir
drove the magazine, then continued by the
vice chairman of PWNU. Among the NU figures
who have been journalists for this magazine
is Dr. KH. A.Hasyim Muzadi, Drs. H. Choirul
Anam, H. Solihin Hidayat, Drs. H. Fuad Anwar,
Drs. H. Masduqi Baidlowi, H. Sholeh Hayat,
etc. (Fadeli and Subhan,2010). This magazine
is the singular NU media that has survived;
although a regional branch publishes the
magazine, its market segment is NU figures
and pilgrims nationally. community has new choices in diversity that
continue to grow (Said Aqil Siradj: 2022) "Islamic society must be integrated with
the culture as long as the culture is suitable
for Islam. "We" must not oppose it except
for cultures contrary to sharia, such as
infidelity, gambling, drunkenness, and
others (Said Aqil Siradj: 2019, interview). 2. LINO News Oral proselytizing is one of NU's
conventional da'wah, using da'wah media in
spoken words (spoken and addressed through
the sense of hearing). Preaching delivers
over the podium or pulpit, conferences,
radio, telephone, and others. Da'wah with
conventional media remains the PBNU
Da'wah Institute routinely conducts preacher
cadre training. PBNU publishes the LINO bulletin, which
stands for Lailatul Ijtima Nahdlatoel Oelama,
in the 1937s. The LINO bulletin contains
explicit news about the routine activities of the
Nahdlatul Ulama organization called Lailatul
Ijtima'. Lailatul Ijtima is the custom of the
Kyai gathering to discuss various important
issues between them, both regarding religious
issues and various social and community
issues. Apart from discussing news about
Lailatul Ijtima's activities, the LINO bulletin
also
contains
obituaries
regarding
NU
members who have died. The LINO news
includes
religious
issues,
organizational
communication, politics, and society. This
bulletin was also published in Semarang in
the 1st970s with Prof. Dr. Saifuddin Zuhri as
the supervisor. Every month the NU institution holds
a public recitation on the PBNU (Executive
Board of Nahdlatul Ulama) page, which
begins with tahlil, istighosah, shalawat, and
public lectures. In addition to being carried
out by the NU da'wah institute, NU preachers
also convey their da'wah orally to forums for
scientific studies, religious studies, mosques,
majlis taklim, and others (Interview with
Agus Salim). B. Written Da'wah Nahdlatoel Oelama News is one of the
NU media directed by K.H. Mahfuz Siddiq in
the 1934s and headquartered on Sasak Street
Number 23 Surabaya. Nahdlatul Oelama
News continues Surabaya Swara Nahdlatoel
Oelama, pioneered by K.H. Wahab Hasbullah. Nahdlatul Oelama news is a simple magazine Some of the da'wah media carried out by
PBNU (Executive Board of Nahdlatul Ulama)
in papers such as: 1. Aula 5. Obor Revolusi with 18 pages, published every middle of the
month. In addition, there is also a Bintang
Sembilan magazine which belongs to PP
Anshor. The magazine is, abbreviated as Be-
Es, founded in 1951 and was the mandate of
the congress in Surabaya. The
Obor
Revolusi
was
a
daily
newspaper in Surabaya during the critical
period after the 1965 G-30 S/PKI tragedy. The Obor Revolusi was published at the end
of 1964, prepared to strengthen the opinion
of the NU Party. Although the operation was
small, this newspaper was highly respected
to compensate for the PKI's Suara Rakyat
newspaper. The two are immortal enemies,
claiming and striking each other out. Whenever the PKI takes unilateral action, the
Obor Revolusi will contain it massively as a
headline. After the PKI was disbanded, the
government or the Obor Revolusi declined for
a long time until it finally stopped publishing. 7. Risalah Islamiyah Risalah Islamiyah is a NU magazine
published by missi Islam in 1969, received
a Publication Permit (SIT) from the Ministry
of Information dated August 22, 1969. The
magazine was published and existed until
1980. However, since 1982 the magazine
has ceased publication because its leading
institution (missi Islam) is also in a vacuum. After
the
reformation
era,
PBNU
revived the newspaper as a public daily
in collaboration with Jawa Pos and based
in Graha Pena Surabaya. Long after, Duta
Masyarakat separated from Jawa Pos and
had its own office on Kapuas Street Surabaya. However, then the newspaper collapsed again
and discontinued to published. In 2001 Duta
Masyarakat was revived and based in Kutisari
Indah Barat VI/I under the P.T. Duta Aksara,
one of the businesses owned by the Bisma
Foundation. 4. Duta Masyarakat Duta
Masyarakat
is
Nu's
official
newspaper and has been running since 1954. The newspaper is located in the Menteng
area, the former office of PP Muslimat NU
(Nahdlatul Oelama Central Administrator). The newspaper used a loud and bold
language style due to the newspaper's aim as
a propaganda tool. The courage in conveying
the news led to this magazine being banned
twice by the New Order government. 6. Oetoesan Nahdlatoel Oelama Oetoesan Nahdlatoel Oelama is an NU
magazine published in the 1st930s, besides
Swara Nahdlatoel Oelama was established first
and managed by KH. Wahab Hasbullah and
KH. Abdullah Ubaid. This magazine is based in
Surabaya. This magazine was quite helpful to
the development of NU at that period, but this
magazine only lasted a moment. In 1974 the Duta Masyarakat newspaper
ceased publication due to the New Order
government's anti-critical media political
stance. In addition, it is also caused by
internal conflicts among NU members. The
sponsorship for the newspaper from the
PBNU fund was stopped, and at the same time,
many branch administrators wanted to avoid
paying the bills because they considered the
newspaper their own, so it did not need to be
paid. 1. Aula PWNU
(Nahdlatul
Ulama
Regional
Administrator) East Java branch publishes a KOMUNIKA: Jurnal Dakwah dan Komunikasi −Vol 16, No. 2 (2022) 187 Siti Uswatun Khasanah 10. Santri The Santri is communication media
belonging to Rabithah Ma'ahid Islamiyah
(RMI). They were published in Surabaya in
1996 with an office on Raya Darmo Street
No.96 Surabaya. In 2004 the magazine briefly
stopped and republished. However, after the
result of Solo muktamar in 2004 and after the
transition of management, Santri Magazine is
no longer published. 9. Risalah Nahdlatul Ulama (www.risalahnu.
com) Risalah Nahdlatul Ulama is PBNU's
official magazine and was founded in 1978. The magazine pioneers were Slamet Efendy
Yusuf, Anwar Nuris, and Saiful Masykur. It
was revived in May 2007 by the initiators
and managers of this second magazine period
(Drs. H. Mustafa Helmy and H. Zis Muzahid,
M.Si.). Risalah NU published monthly with
114 pages. Based on the 7th floor of PBNU
Office, Jl. Kramat Raya 164 Central Jakarta. 8. Warta NU Warta NU Tabloid belongs to the
Executive Board of Nahdlatul Oelama (PBNU),
managed under the coordination of the Lajnah
Ta'lif wan Nasyr (LTN) Centre. It has been KOMUNIKA: Jurnal Dakwah dan Komunikasi −Vol 16, No. 2 (2022) 188 Nahdlatul Ulama Da’wah Dynamics: Socio-Cultural Change and Disruption published since 1985 with Ichwan Sam as the
general leader and is based at the PBNU office,
Keramat Raya Street No.164 Central Jakarta. The founders of this tabloid are Ichwan Sam,
Slamet Efendi Yusuf, and Arifin Junaidi. official publications, such as: a) Organizing a
books challenge to form a publishing business
system and process in internal PBNU. b)
trial publication of 5 book titles within three
months (successful) ( Report of the Ta'lif Wa
Nasyr PBNU institution, 2019). Through the Warta NU tabloid, PBNU
socializes organizational decisions regarding
muktamar and munas (National Conference)
results and further important decisions. This
tabloid contains an exclamation to restore the
major struggle of Nahdlatul Ulama which is
politically independent. This tabloid reached
48,000 copies in national circulation in its
heyday but was eventually discontinued. Since
1995, this tabloid has been reissued with an
office at PWNU East Java branch, Raya Darmo
Street No.96 Surabaya. However, since 2005
this tabloid has yet to be published again. 11. Suluh Nahdlatul Ulama The magazine was published in Surabaya
in 1957. It is headed by Umar Burhan and
handled by H. Mahfudz Syamsul Hadi (Nahdlatul
Ulama regional administrator chairman) and
H. Sholeh Mukmin (Nahdlatul Ulama regional
administrator secretary), based at Nahdlatul
Ulama regional administrator East Java
branch, Raya Darmo Street No.96 Surabaya. This magazine is tongue-in-cheek between
NU party administrators and the community. 9. Risalah Nahdlatul Ulama (www.risalahnu. com) 12. Suara ANO The Ansoru Nahdlatil Oelama Executive
Board (PB ANO) published the magazine in
1937. Almost all branch managers subscribe
to ANO, even in the southern Central
Java Regional Commissioner (Banyumas,
Purbalingga,
Banjarnegara,
Wonosobo,
Temanggung, Magelang, Puworejo, Kebumen,
Karanganyar, Cilacap, and Purwokerto). Based on the annual report of the Ta'lif Wa
Nasyr institution, the 2019 Nahdlatul Ulama
Executive Board in Surakarta, it is stated that
the management of the Risalah NU magazine is
published monthly. Risalah NU bulletin (www. risalahnu.com) is published every Friday,
and the publication of NU Treatise book with
a thematic every three months. Division to
publish the book NU Treatise aims to provide
PBNU's ability to collect manuscripts, and 13. Suara Ansor Suara Ansor is a media belonging to
Centre Administrator (PP) of Gerakan Pemuda KOMUNIKA: Jurnal Dakwah dan Komunikasi −Vol 16, No. 2 (2022) 189 Siti Uswatun Khasanah C. Da'wah with Radio Ansor(GP Ansor) published in the 1965s. The
magazine was published in a heated national
political atmosphere due to the G 30 S/
PKI tragedy. As a medium of struggle, Suara
Ansor highlighted many national political
developments. NU has streaming radios that can be
accessed via Google Play or downloaded
through the App Store. The radio has programs
including Burdah by Gus Mus, Kajian Tafsir,
Cahaya Sufi, and general recitation. The live
radio broadcasts can be accessed on radio. nu.or.id. One reason NU keeps radio as a
means of da'wah is that radio has several
advantages. These advantages are as detailed
by Onong Uchjana Effendy (1995) below: 16. Jurnal ilmiah Islam Nusantara 3) Radio broadcasting has a strong appeal. The appeal comes from the combination
of music, narration, and sound effects
realized through announcers' voices,
singing,
radio
talk
shows,
radio
dramas, quizzes, and much more. With
the evolution of communication and
telecommunications technologies, the
differentiation
and
specifications
of
mass communication media are getting
sharper. 3) Radio broadcasting has a strong appeal. The appeal comes from the combination
of music, narration, and sound effects
realized through announcers' voices,
singing,
radio
talk
shows,
radio
dramas, quizzes, and much more. With
the evolution of communication and
telecommunications technologies, the
differentiation
and
specifications
of
mass communication media are getting
sharper. Jurnal Islam Nusantara is published by
the Ta'lif wan Nasyir Institute (LTN) PBNU
Jakarta, Indonesia, with the primary objective
of disseminating critical and original analysis
from researchers and academic practitioners. Aim and Scope this journal is about various
issues of contemporary Islamic thought across
perspectives based on the Nusantara Islamic
approach. This journal emphasizes multiple
issues of modern Islamic thought across
arguments based on the Nusantara Islamic
approach. Its scope consists of; (1) Qur'an and
Hadith, (2) Theology, (3) Islamic Mysticism,
(4) Islamic Education and Management,
(5) Islamic Law, (6) Islamic Economics, (7)
Islamic Art and History, and (8) philosophy. 14. Swara Nadhlatoel Oelama Swara Nahdlatoel Oelama is an NU
magazine published in the 1930s. It rises
monthly in the middle of the month. During
its seven-year journey, the magazine was
directly directed by KH. Wahab Hasbullah. The headquarter of Swara Nadhlatoel Oelama
is located on Sasak Street No. 23 Surabaya. 1) Radio sends a direct message. It is through
a simple process to achieve that goal,
diverse with newspapers, which have
to go through the printing process and
distribution network of retailers before
they get into the hands of consumers. 15. Taswirul Afkar Taswirul Afkar is a Journal published
by the Nahdlatul Ulama Institute for the
Study and Development of Human Resources
(Lakpesdam NU). Based on Haji Ramli Street
No. 22 A Menteng in Tebet, South Jakarta with
Homepage www.lakpesdam.or.id. The journal
is published per three months with about 150
pages. 2) Radio broadcasting has no distance or
obstacles. No matter how far away the
target group is, while wave frequencies
still cover the location, information can be
transmitted simultaneously and instantly
wherever radio frequencies are available. The actuality of radio is the highest among
other mass communication media. F. Da'wah Through Social Media Da'wah using social media is a rising
style and the most appropriate solution for
many problems in the era of social media
disruption. In addition to covering an
extensive area, social media provides various
conveniences for both the preachers and
the pilgrims (madhu) in amar ma'ruf nahi
munkar (upholding the truth and forbidding
wickedness) activities. Aswaja TV can be consumed by anyone
worldwide, not exclusively through satellite
TV. This TV station has also launched a live-
streaming service. The NU UPDATE program
is one of the programs from the NU Channel
that is particular for the latest news updates or
responses and opinions related to Nahdlatul
Ulama both in Politics, Economy, and
Religion. Aswaja TV aims to provide positive
information for Indonesia people through the
program Ngaji Online-Tafsir al-Jailani, Ngaji
kitab Qasidah Burdah, Ngaji Online kitab
Minjhajul Abidin, and various other scripture
recitations. According to Dedik, one of the editors
of @islam.co stated that NU was belatedly
in creating content in online media, but the
media was alive and growing. NU has several
online media and platforms: NU Online, 146
Chanel, Aswaja TV, Nutizen, and Islamic.com
(Interview with Dedik). Some social media
platforms, such as Twitter, Facebook, and
blogs/websites, da'wah media as the warmest
new media, offer possibilities for interactive
spaces. Discussions highlighting interactive
elements can be found on media websites,
blogs, Facebook, Twitter, and Youtube. Based on the annual report of the Ta'lif Wa
Nasyr institution, the 2019 Nahdlatul Ulama
Executive Board in Surakarta has reached 160
thousand followers. The annual report of the
Ta'lif Wa Nasyr institution of the Nahdlatul
Ulama Executive Board in 2019 stated that
NU's social media performance, in this case, D. Da'wah with Television Analog and previously existing digital
television channels are now evolving into
internet
television
(TVLive
streaming). Aswaja TV is one of the Islamic TV channels KOMUNIKA: Jurnal Dakwah dan Komunikasi −Vol 16, No. 2 (2022) 190 Nahdlatul Ulama Da’wah Dynamics: Socio-Cultural Change and Disruption Examples of technologies involving new
media include: in Indonesia that carries out the concept
of ahlussunnah wal jama'ah (experts in
practicing the sunnah, adherents of the
sunnah, or followers of the sunnah). This
Islamic television was launched on July 25,
2013/17 Ramadan 1434H, coinciding with
the night of Nuzulul Qur'an 1434H. Aswaja TV
uses the jargon Ahl al-sunnah wa al-jama'ah
Nahdliyin Network, The Real Indonesian
Moslem Channel. Aswaja TV is an original
Indonesian Islamic channel accessed through
Parabola TV. Using the Palapa satellite, Aswaja
TV's broadcasts cover the entire archipelago
and Southeast Asia, Australia, Hong Kong, and
Taiwan. in Indonesia that carries out the concept
of ahlussunnah wal jama'ah (experts in
practicing the sunnah, adherents of the
sunnah, or followers of the sunnah). This
Islamic television was launched on July 25,
2013/17 Ramadan 1434H, coinciding with
the night of Nuzulul Qur'an 1434H. Aswaja TV
uses the jargon Ahl al-sunnah wa al-jama'ah
Nahdliyin Network, The Real Indonesian
Moslem Channel. Aswaja TV is an original
Indonesian Islamic channel accessed through
Parabola TV. Using the Palapa satellite, Aswaja
TV's broadcasts cover the entire archipelago
and Southeast Asia, Australia, Hong Kong, and
Taiwan. a) Internet and Websites, b) Digital TV/
Plasma TV, c) Digital Cinema/3D Cinema, d)
Supercomputer/Laptop, e) DVD/CD/Blu-ray,
f) MP3 Player, g) mobile phone/PDA, h) video
game, i) RSS feed, j) video streaming, etc. Most
new media technologies are digital, inclusive,
interactive, manipulative, connected, dense,
incompressible, and unbiased. E. Da'wah Through New Media New Media is a term that describes
the convergence of computerized digital
communication technologies and networks. New media is a medium that conveys
information from a source to the recipient
of information (intermediary). The main
elements of new media are digitization
and convergence. The Internet is proof of
convergence because it incorporates several
other media capabilities such as audio, video,
and text (Quail, 2006) KOMUNIKA: Jurnal Dakwah dan Komunikasi −Vol 16, No. 2 (2022) 191 Siti Uswatun Khasanah the Facebook fan page reached 16 million
likes, and the version of Instagram social
media reached 2.1 million followers. The
Youtube platform can be accessed on the NU
Channel or by clicking the website: http://
nucultural, Instagram id: @nu.channels. situation and being remembered more than
the spoken word). In essence, da'wah bil-hal
is an implementation of da'wah bil qudwah
(exemplary) and da'wah bil amal (action). In other words, bil-hal da'wah is carried out
through personal qualities and activities that
directly touch the needs of society. The official website belongs to PBNU. It was established in 2002 with the office
at PBNU Office Kramat Raya Street No.164
Central Jakarta, website address: www. nu.or.id. In 2005 this site received the best
Indonesian Site award from Komputer
Aktif magazine in the social and community
category. Since 2006 NU Online has been
writing in Indonesian, Arabic, and English. This site is the most effective way to
disseminate information on NU development
news worldwide. In addition to being fast, it
is also easy and cheap. NU Online pioneered
the application of information technology at
NU organization. The NU Online division in
the second semester of 2019 averaged 4.5
outstanding readers in the first semester
(Report by Ta'lif Wa Nasyr PBNU institution,
2019). Da'wah bil-hal is essential for Muslims
to touch their hearts and improve the
community. Some examples of da'wah bil-hal
that PBNU has carried out are educational
scholarships, social benefits, social services,
mass medicine, the establishment of boarding
schools, the establishment of schools, and the
establishment of universities (Aceng, 2016). Da'wah bil-hal PBNU is realized by
carrying out da'wah activities as follows: Religious
aspects
include
PBNU
recitation, both routine and tentative
(once every three months)/conditional,
such
as
commemorating
religious
holidays, istighasah, joint prayer, etc. Compensation for poor orphans. Creating
majis taklim and others. E. Da'wah Through New Media This spiritual
aspect under the Nahdlatul Ulama Da'wah
Institution (LDNU) is to implement
the Nahdlatul Ulama policy in Islamic
spiritual development yang adhere to the
ahlussunnah wal Jama'ah understanding. Other NU autonomous bodies, such as
Fatayat, Muslimat, Ansor, PMII, IPPNU,
and IPNU, also apply the religious
aspect. NU also has the Nahdlatul Ulama
Mosque Ta'mir Institute (LTMNU), which
implements the Nahdlatul Ulama policy in
mosque development and administration. The Bahth al-Masa'il Nahdlatul Ulama
(LBMNU) institution is tasked with
discussing the issues of maudlu'iyyah
(thematic) and waqi'iyyah (actual). In
addition, the Ta'lif wan Nasyr Nahdlatul In addition to the Youtube channel, NU
has a video platform under the Ta'lif wan
Nasyr Institution (LTN) or a Communication
and
Information
institution
under
the
auspices of the Nahdlatul Ulama Executive
Board (PBNU) called 164 Channel. Da'wah (Da'wah by Charity) Da'wah bil-hal is a da'wah that focuses
more on charitable enterprises or real works
that can be enjoyed and raise the community's
dignity, respect, and welfare. Da'wah bil-hal
prioritizes authentic (actual) activity and
refers to the oral expression of al-hal afsah min
oral al-maqal (talking about the reality of the KOMUNIKA: Jurnal Dakwah dan Komunikasi −Vol 16, No. 2 (2022) 192 Nahdlatul Ulama Da’wah Dynamics: Socio-Cultural Change and Disruption Ulama (LTNNU) Institute is responsible
for developing the writing, translation,
and publication of books and information
media according to the understanding of
Ahl al-sunnah wa al-jama'ah. implementing the Nahdlatul Ulama policy
in Islamic boarding school development
and religious education. PBNU also
takes a role in institutional advocacy of
boarding schools and oversees discussing
the pesantren needs. 2. Economic Aspects. Da'wah bil-hal, in
the financial aspect, is manifested in the
activities of cooperative formations. In
constructing this collaborative, almost
all autonomous bodies of NU have
cooperatives, such as Yasmin (Fatayat
NU)
and
Ansor
Mart/Ansor
retail. NU
zakat
management/Amil
Zakat
Institution, Infaq, and Shadaqah Nahdlatul
Ulama (LAZISNU) are responsible for
collecting, managing, and distributing
zakat and shadaqah to their receiver
(mustahiq). NU-Care LAZIZNU is spread
across 388 branches (in 29 countries)
and 26 provinces in Indonesia (Banom
Report and PBNU Institution, 2019). The Nahdlatul Ulama Economic Institute
(LPNU) implements the Nahdlatul Ulama
policy in the economic development of
Nahdlatul Ulama members. Meanwhile,
the Nahdlatul Ulama Waqf and Land
(LWPNU)
Institutions
manage
and
develop land, buildings, and other waqf
property owned by Nahdlatul Ulama. 4. Organizational
Aspects. The
administrative aspect of the KH Said
Sirodj era (2015-2021) was realized by
providing organizational training at all
NU levels from the center to the branch. There are five types and models of NU
cadre development, as stated in the 33rd
NU Muktamar Mandate held in Jombang
in 2015. The coaching model carried out
among others is. 4. a. Structural
Regeneration. This
structuralization cadre is called the
Nahdatul Ulama Cadre Madrasah
(MKNU). This
regeneration
is
obligatory and is followed by all levels
of NU management, from executive
boards to branch administrators,
institutional
administrators,
and
autonomous
organization
administrators. This regeneration
aims to increase administrators'
capacity to lead, guide and mobilize
citizens and manage organizations. MKNU in the fourth week of July
2019 has been carried out 140 times
(www.nu.or.id) 3. Da'wah (Da'wah by Charity) The renewal
of NU mobilizers aims to prepare
cadres with the extraordinary task of
strengthening, securing, maintaining,
and transforming the values of N.U.'s
struggle to drive civil, religious,
social, and national life and fight
for the establishment of Islam with
ahlussunnah wal Jama'ah value. a. Programmatic
activities. Programmatic,
social
activities
include providing scholarships for
orphans and compensation for the
poor. Programmatic health programs
are health education, especially
providing health within the family
and community. b. Activities
of
an
unprogrammed
charity. Unprogrammed
social
activities
in
the
social
aspect
of health include actions of a
conditional character. The activity is
carried out when there are certain
circumstances. For example, NU cares
about Konawe floods, NU shares
blessings, NU sacrifices, renovations
of mosques, and NU cares about
healthy children of the archipelago
(Report of autonomous and PBNU
Management Institutions 2019). b. Activities
of
an
unprogrammed
charity. Unprogrammed
social
activities
in
the
social
aspect
of health include actions of a
conditional character. The activity is
carried out when there are certain
circumstances. For example, NU cares
about Konawe floods, NU shares
blessings, NU sacrifices, renovations
of mosques, and NU cares about
healthy children of the archipelago
(Report of autonomous and PBNU
Management Institutions 2019). d. Functional regeneration; Functional
regeneration
aims
to
prepare
executives with roles, duties, and
responsibilities
in
five
primary
parts: As trainers, facilitators, and
instructors in various educational,
training, and regeneration activities,
a researcher who can carry out
essential
research
activities
in NU environment; as a team
leader for Rukyatul Hilal's actions
(determination of the beginning of
fasting and Eid al-Fitr), as a partner in
various fields, community expander
or community organizer in multiple
sectors. d. d. Functional regeneration; Functional
regeneration
aims
to
prepare
executives with roles, duties, and
responsibilities
in
five
primary
parts: As trainers, facilitators, and
instructors in various educational,
training, and regeneration activities,
a researcher who can carry out
essential
research
activities
in NU environment; as a team
leader for Rukyatul Hilal's actions
(determination of the beginning of
fasting and Eid al-Fitr), as a partner in
various fields, community expander
or community organizer in multiple
sectors. On the other hand, NU also continues
the da'wah on global issues to develop
and discusses Human Rights, Gender, and
Democracy. 1. Human Rights (HAM). 1. Human Rights (HAM). Humanitarian issues are global problems
that
transcend
ethnic,
racial,
and
ideological
boundaries. Da'wah (Da'wah by Charity) Aspects
of
Education,
PBNU
has
concerns in education by establishing
the Maarif Nahdlatul Ulama Education
Institute (LP Maarif NU), tasked with
implementing Nahdlatul Ulama policies
in formal education and teaching, such as
establishing Ma'arif schools. The Nahdlatul
Ulama
Higher
Education
Institute
(LPTNU) is responsible for developing
Nahdlatul Ulama higher education. The
Rabithah Ma'ahid Islamiyah Nahdlatul
Ulama (RMINU) institution is at the cost of 3. Aspects
of
Education,
PBNU
has
concerns in education by establishing
the Maarif Nahdlatul Ulama Education
Institute (LP Maarif NU), tasked with
implementing Nahdlatul Ulama policies
in formal education and teaching, such as
establishing Ma'arif schools. The Nahdlatul
Ulama
Higher
Education
Institute
(LPTNU) is responsible for developing
Nahdlatul Ulama higher education. The
Rabithah Ma'ahid Islamiyah Nahdlatul
Ulama (RMINU) institution is at the cost of b. The regeneration of youth is called
Education
and
Development
of
Religious
Insights
(PPWK). The
renewal of youth aims to prepare
candidates for the top leadership
of Nahdlatul Ulama (NU syuriah)
ranks at all levels of leadership KOMUNIKA: Jurnal Dakwah dan Komunikasi −Vol 16, No. 2 (2022) 193 Siti Uswatun Khasanah based on regeneration at the level of
autonomous institutions. based on regeneration at the level of
autonomous institutions. (management). It is hoped that
young successor cadres will emerge
prepared as NU Syuriah. 5. Social and Health Aspects. Da'wah bil-hal
in social and health aspects is divided into
two groups of activities, specifically: c. Regeneration
of
NU
Mobilizers. The resurrection of NU mobilizers
is
called
NU
Mobilizing
Cadre
Education (PKPNU). The renewal
of NU mobilizers aims to prepare
cadres with the extraordinary task of
strengthening, securing, maintaining,
and transforming the values of N.U.'s
struggle to drive civil, religious,
social, and national life and fight
for the establishment of Islam with
ahlussunnah wal Jama'ah value. c. Regeneration
of
NU
Mobilizers. The resurrection of NU mobilizers
is
called
NU
Mobilizing
Cadre
Education (PKPNU). The renewal
of NU mobilizers aims to prepare
cadres with the extraordinary task of
strengthening, securing, maintaining,
and transforming the values of N.U.'s
struggle to drive civil, religious,
social, and national life and fight
for the establishment of Islam with
ahlussunnah wal Jama'ah value. c. Regeneration
of
NU
Mobilizers. The resurrection of NU mobilizers
is
called
NU
Mobilizing
Cadre
Education (PKPNU). Da'wah (Da'wah by Charity) Rejection
of
all forms of discrimination, injustice,
coercion, restraint, and intimidation of
the will is inherent in every country,
tribe, religion, and class. Efforts to
protect and enforce human rights are a
global and humanitarian issue. All groups,
nations, and ideologies in every corner of e. Professional
cadres;
Professional
regeneration
aims
to
prepare
competent and credible NU cadres
to occupy certain positions in the
executive,
legislative,
judicial,
and tertiary institutions and state
companies at the national and
regional levels. It prepares functional
and
professional
regeneration KOMUNIKA: Jurnal Dakwah dan Komunikasi −Vol 16, No. 2 (2022) 194 Nahdlatul Ulama Da’wah Dynamics: Socio-Cultural Change and Disruption the world reflect the struggle for human
rights, a common ideal of realizing a just,
prosperous, and prosperous society far
from oppression, bloodshed, violence,
and injustice. idea of equality between women and men
(within boundaries that do not conflict
with their nature). Some decisions within
NU scholars reflect this argument, such
as: As an example of the case committed by
the Myanmar military against Rohingya
Muslims, PBNU expressed the following
attitudes: (1) Condemning all forms of
violence that violate human values; It is
unacceptable to any form of violence in
any name. (2) Islam condemns violence. There is no religion or ideology in the
world that justifies violence. (3) Call on all
heads around the world to take a proactive
stance against all forms of violence; (4)
Call on all nations of the world to continue
to mobilize humanitarian solidarity to
bring peace to all nations; (5) NU appeals
and urges relevant parties, particularly
the international community and the
United Nations, to take concrete steps
immediately
regarding
incidents
of
violence against Rohingya Muslims
in Myanmar. (6) Call on ASEAN,
particularly the Government of Myanmar,
to take immediate concrete steps to
recognize citizenship status; (7) Call
on the Indonesian government to take
diplomatic measures to ensure respect
for human rights in Myanmar. 1) Decree of the Nu Syuriah Council
dated 17 Sya'ban 1376 H / March
19, 1957 AD in Surabaya, which
allowed women to become legislative
members (People's Representative
Council); 2) A 1961 NU Muktamar decree in
Salatiga allowed a woman to be the
head of a village and; 3) The 1997 decision of Munas Alim
Ulama in NTB, gave the permit to
women for public roles to become
president
and
vice
president. Da'wah (Da'wah by Charity) Therefore, it is not entirely reasonable
for Islam to ideologically reject
women's leadership or subordinate
women. 3. Democracy
Democracy is now recognized as the
best system for governing any country. The relationship between Islam and
democracy regarding the potential of
Islamic democracy as a religion, culture,
and civilization remains controversial. Democracy is a historical phenomenon
in human life. The concept of Shura is
equated with democracy. Ali Abdur Raziq
wrote the book al-Islam wa Usul al-Hukm
in 1926. The central argument is that a
nation is acceptable to Islam if it meets
the three pillars of the nation's pattern. (1) justice (al'is), (2) equality of degrees
(al-musawah),
(3)
democracy
(ash-
shura). Khilafah is not the singular form
of an Islamic state (Shirazi:1999). Law
enforcement (al-qist), safeguarding the 3. Democracy
Democracy is now recognized as the
best system for governing any country. The relationship between Islam and
democracy regarding the potential of
Islamic democracy as a religion, culture,
and civilization remains controversial. Democracy is a historical phenomenon
in human life. The concept of Shura is
equated with democracy. Ali Abdur Raziq
wrote the book al-Islam wa Usul al-Hukm
in 1926. The central argument is that a
nation is acceptable to Islam if it meets
the three pillars of the nation's pattern. (1) justice (al'is), (2) equality of degrees
(al-musawah),
(3)
democracy
(ash-
shura). Khilafah is not the singular form
of an Islamic state (Shirazi:1999). Law
enforcement (al-qist), safeguarding the Gender 2. The empowerment of women is NU's
primary
concern
for
community
development. This
ideal
underlies
women's organizations such as IPPNU,
Muslimat NU, and Fatayat NU. NU
rejected the traditional argument in pre-
independence times, where women were
only seen as "konco wingking" (unequal
to men). Conceptually, NU developed an The empowerment of women is NU's
primary
concern
for
community
development. This
ideal
underlies
women's organizations such as IPPNU,
Muslimat NU, and Fatayat NU. NU
rejected the traditional argument in pre-
independence times, where women were
only seen as "konco wingking" (unequal
to men). Conceptually, NU developed an KOMUNIKA: Jurnal Dakwah dan Komunikasi −Vol 16, No. 2 (2022) 195 Siti Uswatun Khasanah ukhuwwah, and Islam has been considered
universal human values accepted, upheld,
and practiced by all groups. NU expresses
this understanding by accepting Pancasila,
not Islamic law, as the basis of the state. Pancasila is considered not to be contrary
to the principles of Islamic law because
its rules do not include aspects contrary
to Islamic law's regulations or objectives
(Maqassidu al Syariah). 6) Utilization
of
information
and
communication technology to develop
the Nusantara Islamic movement. 7) It Prioritizes the principle of fighting for
independence as a national identity to
face global challenges. In terms of cultural proselytizing, some
of the things that NU accomplishes include the
following: 1. There is a tradition in NU: Halal bi halal
every year, haul, silaturrahim every
holiday (Eid al-Fitr), ketupat holiday
(festival
ketupat),
reading
sholawat
accompanied by flying, almsgiving, which
is termed a rescue of 7 days, 40 days, 100
days, and 1000 days, tingkepan, baby
shower, bridal ceremony, a bridal parade
which includes the wedding ceremony
and held Walimatul 'Urs both by women's
families and men's families, and other
traditions. NU's da'wah strategy in encountering the
currents of globalization for other Nusantara
communities is Saptawikrama (Seven cultural
strategies) of Islam Nusantara. The concept
of this movement was born during the PBNU
Lesbumi National Meeting on January 26,
2016 (Siraj, 2016). The seven steps of the cultural strategy
(Al Qawa'id Al-Sab'ah) are as follows. The seven steps of the cultural strategy
(Al Qawa'id Al-Sab'ah) are as follows. 1) It collects and blends movements based
on the archipelago's customs, traditions,
and culture. 2. Gender In terms of dressing, some wear sarongs,
skullcaps, traditional clothes of Betawi,
Javanese, Papuan, Balinese, Madura, and
many other traditional clothes models,
especially seen in wedding packages
where the bride and groom are arranged
and displayed in the wedding ceremony,
and so on. 2) Develop a model of Sufi education
(tarbiyah wa ta'lim) that is closely related
to the reality of each educational unit,
mainly formal educational institutions
(ma'arif), which is managed by Rabitah
Ma'ahid Islamiyyah (RMI) 3) It builds an independent discourse to
interpret local wisdom and Islamic culture
in an ontologically and epistemologically
scientific manner. 3. Regarding tolerance for Islamic teachings,
there is Id praying twice in the field, in
mosques, and even on feast days. Some
tarawih pray with twenty rakaat, and
some are eight rakaat. In the event of
aqiqah, some are filled with shalawatan,
and some are filled with tahlilan 4) It gathered strength as a child of the
nation formed by Bhinneka Tunggal Ika
to rebuild the maritime civilization of the
archipelago. 4. Regarding tolerance with cultures that
contain history or teachings, some areas
are prohibited from slaughtering cows,
such as in Kudus Central Java. It is a form
of tolerance of Sunan Kudus to Hindu 5) The revitalization of various cultural arts
in the Bhineka Tungal Ika area is based
on harmony, peace, tolerance, empathy,
cooperation, and excellence in art, culture,
and science. KOMUNIKA: Jurnal Dakwah dan Komunikasi −Vol 16, No. 2 (2022) 196 Nahdlatul Ulama Da’wah Dynamics: Socio-Cultural Change and Disruption teachings that purify it, the custom of
brides using Janur Kuning, kembang
mayang, and others. a religious practice based on cultural attitudes
and locality during the globalization era. The
outcome is the growth of nationalism and
Pancasila ideology (Report of Autonomous
and the PBNU Institute: 2019, 188). Intolerance with other religions, there are
national holidays due to Islamic holidays,
Christian holidays, Hinduism, Buddhism,
Confucianism,
and
other
holidays
(Interview with Said Aqil Siradj). Aswaja NU Islam and Islam Nusantara
develop
internationality
through
dai
shipments abroad (such as Japan, the
Netherlands, Cairo, and Egypt). The Islamic
da'wah movement rahmatan li al-'alamin
developed Islam Nusantara in other countries
such as Arabia, Pakistan, Russia, and others,
creating Islam well, the establishment of
PCI (such as Malaysia, Australia, Singapore,
Brunei, Thailand, Vietnam, Cambodia, Japan,
China, Hongkong, New Zealand and others),
ICIS,
Reconciling
Afghanistan,
providing
UNUSIA education scholarships. Gender In addition to da'wah in various areas of
life, NU also conducts internal and external
da'wah and understands and strengthens
the value of Aswaja (Islam Nusantara). The
program is n NU's university is socialization
and training of the Aswaja curriculum at NU's
university, schools, and Islamic boarding
schools and strengthening Islamic justice
(washatiyah)
in
schools
to
counteract
radicalism. MKNU and PKPNU training results in
value strengthening NU values activities
(fikrah, amaliyah, and harokah), forming
aswaja teacher militancy and caring for,
maintaining, and indicting the ideology of
aswaja an-nahdhiyah and Islam rahmatan
lil'alamin and publishing Aswaja books
for teachers and students. Development of
da'wah bi al-halal, bi al-maal, bi al-qalam,
and bi al-lisaan through majlis taklim
(Interview with Agus Salim, 2019). Conclusion Da'wah in the disruption era can
be interpreted as implementing Islamic
treatises into real life. This da'wah aims to
encourage people to realize the values of
Islamic teachings and cultural values that
guide all aspects of their lives. Furthermore,
implementing da'wah activity is understood
as a process of social interaction in a global
society. The da'wah message cannot be
separated from other subsystems such as
religion, culture, economy, education, and
community. The understanding of aswaja and the
socialization of aswaja's stream is now
more than just in schools and pesantren but
through social media. It is strengthening
the Islamic Nusantara cultural strategy
and escort, protection, and development
of Nusantara cultural assets, such as the
collection and inventory of the regional
languages and scripts of the archipelago,
conversion, and translation of ancient books
and inscriptions of the archipelago, a leather
puppet show on 1 Muharram, preservation
and learning of writing Carakan Cirebon and
others. Output, the participants knew and
understood the nature of Nusantara Islam as In the era of disruption, NU remains
anchored in the ideology of Aswaja An-
Nahdiyah, by utilizing conventional da'wah
media
and
new
media/digital
media
simultaneously. With da'wah material remains
by strengthening Aswaja content, ukhwah
trilogy (ukhuwwah bashariyyah, ukhuwwah
washatiyyah, ukhuwwah Islamiyyah), Hubb KOMUNIKA: Jurnal Dakwah dan Komunikasi −Vol 16, No. 2 (2022) 197 Siti Uswatun Khasanah Dedik. (2019). Wawancara. Jum’at, 08 -09
Maret 2019, Hotel Bintang Wisata
Mandiri, Jakarta Pusat. al-Wathan Min al-Iman, peace, and human
rights. NU's Islamic style and orientation
remain with the tradition of Nusantara
cultural piety ranging from discussions of
high-class religious-social issues to "religious
visits." The steps aim to defend the Republic
of Indonesia and strengthen Pancasila as the
Indonesian nation's ideology. Fukuyama, The Great Disruption, h. 137-139;
Human Nature and Social Order, dan bab
11 tentang Self-Organization. https://nasional.republika.co.id/berita/
nasional/hukum/18/12/05/pj9jgy354-
pbnu-pembunuhan-pekerja-di-papua-
kejahatan-kemanusiaan. References https://www.nu.or.id/post/read/110351/
ini-lima-jenis-pendidikan-kader-dalam-
nu. ………. Andi Faisal, “The Contribution of
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Beriklan
di
Media
Massa. Jakarta,
Gramedia. Abdul Aziz, Aceng, M. Harfin Zuhdi, dkk. (2016). Islam Ahl al-sunnah wa al-Jama’ah:
Sejarah, Pemikiran, dan Dinamika NU di
Indonesia. Jakarta: Pengurus Lembaga
Pendidikan Ma’arif NU Pusat. Keputusan Bahtsul Masail Maudhu’iyah PWNU
Jawa Timur tentang Islam Nusantara,
hal. 3. Di Universitas Negeri Malang. Anggaran Dasar NU. (2016). Hasil-Hasil
Muktamar KE-33 NU. Jakarta: Lembaga
Ta’lif wan Nasyr PBNU. Khasanah, Siti Uswatun. (2022). Dakwah
Kontemporer
Nahdlatul
Ulama;
Perubahan dan Disrupsi Sosial Budaya,
Keagamaan dan Politik. Depok: Yayasan
Karimatul Hasanah Al-Mubarok. Bakti, Andi Faisal. (2004). “Communication
and Family Planning in Islam Indonesia:
South Sulawesi Muslim Perceptions of a
Global Development Program." Jakarta:
INIS. Kompasiana. 2010. “Memahami
Istilah-
Istilah Baru New Media”. http://new
media.kompasiana.com/2010/02/05/
memahami-istilah-media-baru-new-
media. Basith, Abdul. (2013). Berdakwah Dengan
Cerdas. Jurnal Komunikasi Islam UIN
Surabaya, Nomor 01, Juni. Laporan Banom dan Lembaga Pengurus Besar
Nahdlatul Ulama Tahun 2019. Bungin,
M. Burhan
(2007)
Sosiologi
Komunikasi:
Teori,
Paradigma,
Dan
Diskursus
Teknologi
Komunikasi
Di
Masyarakat. Jakarta:
Kencana
Prenadamedia Group. Laporan lembaga Ta’lif Wa Nasyr Pengurus
Besar Nahdlatul Ulama Tahun 2019. Mahmuddin. (2016). “Dakwah Kontemporer
dan Radikalisme Agama di Bulukumba”,
Jurnal al Ulum, Volume 16 No.02
Desember. Creswell, John W. (2016). Research Design :
Pendekatan Metode Kualitatif, Kuantitatif
dan Campuran. Edisi Keempat (Cetakan
Kesatu). Yogyakarta : Pustaka Pelajar KOMUNIKA: Jurnal Dakwah dan Komunikasi −Vol 16, No. 2 (2022) 198 Nahdlatul Ulama Da’wah Dynamics: Socio-Cultural Change and Disruption Martono. Nanang. (2014). Sosiologi Perubahan
Sosial:
Perspektif
Klasik,
Modern,
Posmodern, dan Psikolonial. Depok: PT. Raja Grafindo Persada. Salvatore Simarmat. (2014).“Media Baru,
Ruang Publik Baru, dan Transformasi
Komunikasi Politik Di Indonesia”, Inter Setiaji, Bayu. (2020) Direktur dari PT Lutan
Edukasi. https://biz.kompas.com/
read/2020/03/11/230918328/tips-
tips-agar-siap-menghadapi-era-disrupsi. Mc Quail, Denis. (2006). Teori Komunikasi
Massa Suatu Pengantar. Alih bahasa
oleh Agus Dharma dan Aminudin Ram. Jakarta: Erlangga. Siradj, Said Aqil (2019). Wawancara. Tanggal
25 Mei 2019, Jam 19.00-20.30 WIB di
Kantor PBNU. Milles. Matthew B. dan Micheal Huberman. (1986). Qualitative Data Analysis: A
Sourcebook of New Methods (Beverly
Hills: Sage Publication. Siradj, Said Aqil. (1999). Islam Kebangsaan:
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Muktamar KE-33 NU, (Jakarta: Lembaga
Ta’lif wan Nasyr PBNU, 2016). Sparks, Colin. (2001). “The Internet and the
Global Public Sphere.” Dalam Bennett,
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Future of Democracy. United Kingdom:
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and Democration in Indonesia. Princeton,
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Geographic Inequalities in All-Cause Mortality in Japan: Compositional or Contextual?
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PloS one
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cc-by
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Abstract doi:10.1371/journal.pone.0039876 Editor: Noel Christopher Barengo, Fundacio´n para la Prevencio´n y el Control de las Enfermedades Cro´nicas No Transmisibles en A
Argentina Editor: Noel Christopher Barengo, Fundacio´n para la Prevencio´n y el Control de las Enfermedades Cro´nicas No Transmisibles en Ame´rica Latina (FunPRECAL),
Argentina Editor: Noel Christopher Barengo, Fundacio´n para la Prevencio´n y el Control de las Enfermedades Cro´nicas No Transmisibles en Ame´rica Latina (FunPRECAL),
Argentina Received March 22, 2012; Accepted May 28, 2012; Published June 27, 2012 Copyright: 2012 Suzuki 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 Suzuki 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. Funding: SVS is supported by a Robert Wood Johnson Investigator Award in Health Policy Research and by a career development award from the National
Institutes of Health (NHLBI K25 HL081275). 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 ex * E-mail: etsuji-s@cc.okayama-u.ac.jp Etsuji Suzuki1*, Saori Kashima1,2, Ichiro Kawachi3, S. V. Subramanian3 1 Department of Epidemiology, Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama, Japan, 2 Department of Public Health
and Health Policy, Hiroshima University Institute of Biomedical and Health Sciences, Hiroshima, Japan, 3 Department of Society, Human Development, and Health, Harvard
School of Public Health, Boston, Massachusetts, United States of America Abstract Background: A recent study from Japan suggested that geographic inequalities in all-cause premature adult mortality have
increased since 1995 in both sexes even after adjusting for individual age and occupation in 47 prefectures. Such variations
can arise from compositional effects as well as contextual effects. In this study, we sought to further examine the emerging
geographic inequalities in all-cause mortality, by exploring the relative contribution of composition and context in each
prefecture. Methods: We used the 2005 vital statistics and census data among those aged 25 or older. The total number of decedents
was 524,785 men and 455,863 women. We estimated gender-specific two-level logistic regression to model mortality risk as
a function of age, occupation, and residence in 47 prefectures. Prefecture-level variance was used as an estimate of
geographic inequalities in mortality, and prefectures were ranked by odds ratios (ORs), with the reference being the grand
mean of all prefectures (value = 1). Results: Overall, the degree of geographic inequalities was more pronounced when we did not account for the composition
(i.e., age and occupation) in each prefecture. Even after adjusting for the composition, however, substantial differences
remained in mortality risk across prefectures with ORs ranging from 0.870 (Okinawa) to 1.190 (Aomori) for men and from
0.864 (Shimane) to 1.132 (Aichi) for women. In some prefectures (e.g., Aomori), adjustment for composition showed little
change in ORs, while we observed substantial attenuation in ORs in other prefectures (e.g., Akita). We also observed
qualitative changes in some prefectures (e.g., Tokyo). No clear associations were observed between prefecture-level
socioeconomic status variables and the risk of mortality in either sex. Conclusions: Geographic disparities in mortality across prefectures are quite substantial and cannot be fully explained by
differences in population composition. The relative contribution of composition and context to health inequalities
considerably vary across prefectures. Citation: Suzuki E, Kashima S, Kawachi I, Subramanian SV (2012) Geographic Inequalities in All-Cause Mortality in Japan: Compositional or Contextual? PLoS
ONE 7(6): e39876. June 2012 | Volume 7 | Issue 6 | e39876 PLoS ONE | www.plosone.org Vital statistics and census data Data on deaths was obtained from the Report of Vital Statistics:
Occupational and Industrial Aspects [13], which is compiled by the
Ministry of Health, Labour and Welfare every five fiscal years
since 1970, coinciding with the Population Census. The latest
year for which data are available is 2005. In the death
notifications, respondents are asked to fill in the decedent’s
occupation at the time of death, and one of the following persons
is obliged to submit the notification: (1) relatives who lived with
the decedent, (2) other housemates, (3) landlord, estate owner,
land/house agent, or (4) relatives who do not live with the
decedent [14]. In 2005 fiscal year (i.e., from April 1, 2005 to
March 31, 2006), occupation at the time of death was recorded
for each decedent following the fourth revision of the Japan
Standard Occupational Classification [15], which includes the
following 11 groups: (1) specialist and technical workers, (2)
administrative and managerial workers, (3) clerical workers, (4)
sales workers, (5) service workers, (6) security workers, (7)
agriculture, forestry and fishery workers, (8) transport and
communication workers, (9) production process and related
workers, (10) workers not classifiable by occupation, and (11)
non-employed (a full description of each occupational group is
available on-line in English [15]). Note that the group ‘‘non-
employed’’ includes the unemployed as well as the non-labor
force (e.g., home-makers, students, and the retired). Although the
Census distinguishes the unemployed from home-makers, the
vital records combine these categories as ‘‘non-employed.’’ The response variable, proportion of deaths in each cell, was
modeled with allowances made for the varying denominator in
each cell. We estimated a multilevel binomial logit link model,
which consisted of a fixed part and a random part. Based on the
results of the fixed part, we can estimate the relations between
occupation and mortality, conditional on individual age variation,
while the results of the random part allow estimation of prefecture-
level variations in the risk of mortality. The prefecture-level
variance was used as an estimate of geographic inequalities in
mortality. The importance of measures of between-area variation
has been emphasized for a better understanding of the socio-
spatial patterning of health [12,20–22]. To fit the models, we used Bayesian estimation procedures as
implemented via Markov chain Monte Carlo (MCMC) methods
by using MLwiN 2.25 [23,24]. Vital statistics and census data We used default diffuse priors for
all the parameters, meaning that we did not favor a priori any
particular values of the estimates [24]. We obtained maximum-
likelihood estimates for starting values of the distribution, then 500
simulations as discarded burn-in, then 50,000 further simulations
to get the distribution of interest. Based on the mean as well as the
2.5th and 97.5th percentiles of the posterior distributions, odds
ratios (ORs) and 95% credible intervals (CIs) for all-cause
mortality were obtained for each variable. We used the Deviance
Information Criterion (DIC) to compare the goodness-of-fit of
each model [24]. The DIC statistic is a combination of the fit to
the data and complexity, with larger DIC values suggesting worse
performance. To present the results of geographic inequalities in
mortality, we created maps showing prefecture-level residuals by
using ArcGIS (ESRI Japan Inc., version 10.0). Denominator data for the calculation of mortality rates was
obtained from the Population Census which has been conducted
by the Ministry of Internal Affairs and Communications every five
years since 1920 [16]. The 2005 Population Census was taken as
of October 1, 2005. In the Census questionnaire, occupation was
assessed by the following question [16]: ‘‘Description of work –
Describe in detail the duties you are assigned to perform.’’ The
questionnaires are delivered to every household, and one person in
each household completes it on behalf of the household members. We used ‘‘production process and related workers’’ as the referent
category because they were the largest and the second largest
occupational category in men and women, respectively, excluding
non-employed. First, we examined the prefecture-level variance in mortality
without including any explanatory variables as follows: We restricted the analysis to those who are aged 25 or older to
exclude students. Further, deaths records missing information on
age or residence were excluded from the analysis, along with
records with populations of 0 as well as cells with proportions
being exceeding 1. As a result, the total number of decedents was
524,785 men and 455,863 women, in 47 prefectures (Table S1
and Figure 1). logit pij
~b0zu0j,
½null model where pij is a proportion of deaths in cell i in prefecture j. Prefecture-level random effect of the intercept (u0j) was assumed to
be normally distributed with a mean of 0 and variance, s2
u0. Geographic Inequalities in Mortality in Japan nications every five years since 1959. We obtained the following
three variables for each prefecture from the 2004 Survey and
divided them into tertiles; Gini coefficient for yearly income,
average yearly income, and average savings [17]. These variables
were calculated among two-or-more-person households. Although
household income and savings may follow skewed distributions,
median income or savings were not available. context in each prefecture could substantially vary across areas,
and thus the findings of the present study are expected to be very
useful in providing clearer implications to mitigate the emerging
geographic inequalities across prefectures. In line with most
literature on area effects on health [12], we used sex, age, and
occupation as a measure of composition whereas we used
prefecture-level socioeconomic status as a measure of context. To provide a comprehensive perspective, the data of this study are
census based and cover the whole of Japan. Statistical analysis The data had a two-level structure of 5,687 cells for men and
5,617 cells for women at level 1, nested within 47 prefectures at
level 2. Each prefecture had a maximum 121 cells (11 age groups
times 11 occupational groups), and the maximum number of cells
in the present data set was 5,687 (121 cells times 47) for each sex
(Tables S1 and S2). We thus conducted gender-specific two-level
logistic regression analysis to model mortality risk as a function of
age, occupation, and residence in 47 prefectures. We used
multilevel statistical procedures because of their ability to model
complex variance structures at multiple levels [18]. The lowest
unit of analysis was ‘‘cells,’’ and our models are structurally
identical to models with individuals at level 1 [19]. Vital statistics and census data Based
on the prefecture-level variance, prefectures were ranked by ORs,
with the reference being the grand mean of all prefectures (value
= 1), and uncertainty was estimated by 95% CIs. Note that an
estimate of the parameter b0 in null model represents an estimate
of logarithm of the grand-mean odds for mortality among all the where pij is a proportion of deaths in cell i in prefecture j. Prefecture-level random effect of the intercept (u0j) was assumed to
be normally distributed with a mean of 0 and variance, s2
u0. Based
on the prefecture-level variance, prefectures were ranked by ORs,
with the reference being the grand mean of all prefectures (value
= 1), and uncertainty was estimated by 95% CIs. Note that an
estimate of the parameter b0 in null model represents an estimate
of logarithm of the grand-mean odds for mortality among all the Introduction prefectures have increased since 1995 even after adjusting for
individual age and occupation in each prefecture, providing
suggestive evidence of common ecologic effects of place where
people live [10]. Previous studies have demonstrated the presence of geographic
health inequalities between regions, between countries, and within
countries [1,2]. The bulk of studies on social and geographic
inequalities in health have derived primarily from the United
States
and
western
European
countries
[3–8]. Meanwhile,
although Japan has the lowest mortality in developed world, the
magnitude and patterning of health inequalities within the nation
remains less understood. Recently, Suzuki et al [9] examined the
time-trends in social and geographic inequalities in all-cause
premature adult mortality in Japan, which suggested that spatial
health disparities have widened in both sexes during the decades
following the collapse of the asset bubble in the early 1990s. According to this study, geographic inequalities across 47 In the present study, we further examine the emerging
geographic inequalities in all-cause adult mortality across prefec-
tures in both sexes, in terms of compositional effects (i.e., effects
due to the different characteristics of individuals residing in
different areas) and contextual effects (i.e., effects due to features
and characteristics of the area over and above the characteristics of
residents) [11]. In so doing, we sought to establish whether or not
the pattern of geographic inequalities in the nation is largely
reflective of the variation in the composition of the areas. We
hypothesized that the relative contribution of composition and PLoS ONE | www.plosone.org June 2012 | Volume 7 | Issue 6 | e39876 1 Geographic Inequalities in Mortality in Japan June 2012 | Volume 7 | Issue 6 | e39876 Measures of prefecture-level socioeconomic status We derived prefecture-level socioeconomic status variables from
the National Survey of Family Income and Expenditure [17], which has
been conducted by the Ministry of Internal Affairs and Commu- PLoS ONE | www.plosone.org June 2012 | Volume 7 | Issue 6 | e39876 June 2012 | Volume 7 | Issue 6 | e39876 2 Geographic Inequalities in Mortality in Japan Figure 1. A blank map of Japan. We show the locations of 47 prefectures in Japan. doi:10.1371/journal.pone.0039876.g001
Geographic Inequalities in Mortality in J Figure 1. A blank map of Japan. We show the locations of 47 prefectures in Japan. doi:10.1371/journal.pone.0039876.g001 cell types across 47 prefectures. Then, we entered age and 11
occupations as level-1 variables as follows: cell types across 47 prefectures. Then, we entered age and 11
occupations as level-1 variables as follows: income/savings, we also entered Gini coefficient and average
yearly income/savings into the model simultaneously. We repeated these analyses by stratifying the subjects into those
aged less than 65 and those aged 65 or older. logit pij
~b0z P
10
k~1
bkxkijz P
10
l~1
clwlijzu0j,
½model 1 PLoS ONE | www.plosone.org Geographic Inequalities in Mortality in Japan Prefectures with a lower estimate of odds for all-cause
mortality are ranked higher. Note that CI and OR stand for credible
interval and odds ratio, respectively. doi:10.1371/journal.pone.0039876.g002 Finally, to calculate the mean predicted probabilities of
mortality for the 6 occupational groups, we removed 10 dummy
variables of occupations in model 2, and entered 5 dummy
variables for the 6 occupational groups as level-1 variables as
follows: logit pij
~b0z P
10
k~1
bkxkijz P
6
m~2
dmWmijzP
6
m~1
umjWmij: ½model 3 We calculated the predicted probabilities of mortality among
those aged 55 to 59 because they constitute the largest population
in both sexes (excluding those aged 75 or older in women). Note
that, in models 2 and 3, we did not allow the intercept to vary
across prefectures; rather we employed separate coding for each
prefecture-level random effect term [19]. Geographic Inequalities in Mortality in Japan Geographic Inequalities in Mortality in Japan Geographic Inequalities in Mortality in Japan Figure 2 Unadjusted and adjusted prefecture level residua fixed occupational differential on mortality to vary randomly
across prefectures as follows: logit pij
~b0z P
10
k~1
bkxkijz P
10
l~1
clwlijz P
6
m~1
umjWmij,
½model 2 Figure 2. Unadjusted and adjusted prefecture-level residuals
for all-cause mortality among men in 47 prefectures, Japan,
2005. Prefecture-level residuals are described in odds ratios with the
reference being the grand mean of all prefectures. Red diamond and
blue square represent point estimates of residuals from null model and
model 1, respectively. Horizontal bars represent their 95% credible
intervals. Prefectures with a lower estimate of odds for all-cause
mortality are ranked higher. Note that CI and OR stand for credible
interval and odds ratio, respectively. doi:10.1371/journal.pone.0039876.g002 where W1ij, W2ij, W3ij, W4ij, W5ij, and W6ij denote coding
variables for clerical, technical and managerial occupations, sales
and service occupations, agriculture, forestry and fishery occupa-
tions, production and transport occupations, unclassifiable occu-
pations, and non-employed, respectively, of cell i in prefecture j. Thus, u1j, u2j, u3j, u4j, u5j, and u6j represent prefecture-level
random effects among the corresponding occupations. They were
assumed to be normally distributed with a mean of 0 and variances
of s2
u1, s2
u2, s2
u3, s2
u4, s2
u5, and s2
u6, respectively. We ranked
prefectures by the 6 aggregated occupational groups based on the
prefecture-level occupation-specific variances. where W1ij, W2ij, W3ij, W4ij, W5ij, and W6ij denote coding
variables for clerical, technical and managerial occupations, sales
and service occupations, agriculture, forestry and fishery occupa-
tions, production and transport occupations, unclassifiable occu-
pations, and non-employed, respectively, of cell i in prefecture j. Thus, u1j, u2j, u3j, u4j, u5j, and u6j represent prefecture-level
random effects among the corresponding occupations. They were
assumed to be normally distributed with a mean of 0 and variances
of s2
u1, s2
u2, s2
u3, s2
u4, s2
u5, and s2
u6, respectively. We ranked
prefectures by the 6 aggregated occupational groups based on the
prefecture-level occupation-specific variances. Figure 2. Unadjusted and adjusted prefecture-level residuals
for all-cause mortality among men in 47 prefectures, Japan,
2005. Prefecture-level residuals are described in odds ratios with the
reference being the grand mean of all prefectures. Red diamond and
blue square represent point estimates of residuals from null model and
model 1, respectively. Horizontal bars represent their 95% credible
intervals. PLoS ONE | www.plosone.org Supplementary analyses As a supplementary analysis, we examined occupation-specific
geographic inequalities in mortality. In this analysis, following the
previous report of the Population Census [25], we summarized the
11 occupations into 6 groups to increase the statistical power as
follows: I. clerical, technical and managerial occupations (i.e., (1)
specialist and technical workers, (2) administrative and managerial
workers, and (3) clerical workers), II. sales and service occupations
(i.e., (4) sales workers, (5) service workers, and (6) security workers),
III. agriculture, forestry and fishery occupations (i.e., (7) agricul-
ture, forestry and fishery workers), IV. production and transport
occupations (i.e., (8) transport and communication workers and (9)
production process and related workers), V. unclassifiable occu-
pations (i.e., (10) workers not classifiable by occupation), and VI. non-employed (i.e., (11) non-employed). Then, we entered 6
prefecture-level random effect terms corresponding to the 6
aggregated occupational groups into model 1 in order to allow the where xkij and wlij denote 10 dummy variables of age and
occupation, respectively, of cell i in prefecture j. Like null model,
based on the ‘‘adjusted’’ prefecture-level variance, prefectures
were ranked by ORs, with the reference being the grand mean of
all prefectures (value = 1), and uncertainty was estimated by 95%
CIs. Note that an estimate of the parameter b0 in model 1
represents an estimate of logarithm of the grand-mean odds for
mortality among production process and related workers (i.e., the
reference category for occupation) aged 25 to 29 years (i.e., the
reference category for age) across 47 prefectures. Subsequently, to explore the possible contextual effects by area-
level deprivation, the prefecture-level socioeconomic status vari-
able was entered into model 1 separately. Furthermore, to
examine the joint effects of income inequality and average June 2012 | Volume 7 | Issue 6 | e39876 June 2012 | Volume 7 | Issue 6 | e39876 3 Geographic Inequalities in Mortality in Japan = 1). We should note that the degree of change varied substantially
across 47 prefectures. In some prefectures, adjustment for age and
occupation yielded little change in ORs, while other prefectures
exhibited striking changes. For example, as noted above, Saitama
ranked at the top in null model with more than 30% lower odds
for mortality in both sexes, whereas Kochi ranked at the bottom
with more than 20% higher odds for mortality in both sexes. However, once we adjusted for their composition in model 1, the
point estimates of ORs became close to 1, and none of them were
statistically significant. In other words, Saitama and Kochi were
seemingly the best and the worse prefectures, respectively, in terms
of the risk for all-cause mortality, which is likely due to their
composition, not context. Figure 3. Unadjusted and adjusted prefecture-level residuals
for all-cause mortality among women in 47 prefectures, Japan,
2005. Prefecture-level residuals are described in odds ratios with the
reference being the grand mean of all prefectures. Red diamond and
blue square represent point estimates of residuals from null model and
model 1, respectively. Horizontal bars represent their 95% credible
intervals. Prefectures with a lower estimate of odds for all-cause
mortality are ranked higher. Note that CI and OR stand for credible
interval and odds ratio, respectively. doi:10.1371/journal.pone.0039876.g003 Notably, we observed qualitative changes of ORs in some
prefectures – from significantly higher ORs to significantly lower
ORs, and vice versa. For example, among men, the ORs in
Shimane (No. 32), Kumamoto (No. 43), and Kagoshima (No. 46)
were significantly high when we did not adjust for the composition
in each prefecture (null model) while they became significantly low
adjusting for their composition (model 1). By contrast, in Tochigi
(No. 9), Chiba (No. 12), Tokyo (No. 13), Shizuoka (No. 22), Aichi
(No. 23), and Kyoto (No. 26), the pattern was reversed. The results
of geographic inequalities among men and women are also shown
by using maps in Figures 4 and 5, respectively. Figures S1 and S2 show the patterns of age-stratified geographic
inequalities among men and women, respectively. Overall, the
patterns were relatively similar between the age groups when we
adjusted for compositions in each prefecture (model 1) although
we observed qualitative changes between age groups in some
prefectures; for example, we observed significantly low odds for
mortality among those aged less than 65 in both sexes in Chiba
(No. Contextual effects by prefecture-level socioeconomic
status Overall, we found little evidence of the association between
prefecture-level socioeconomic status and the risk of mortality in
both sexes, conditional on individual age and occupation (Table 2). When we stratified the subjects by age, however, there was a
suggestion of an inverse association between average savings and
mortality among men aged less than 65 (Table 3). No clear
patterns were observed for other indicators of prefecture-level
socioeconomic status. When we examined the joint effects of
income inequalities and average income/savings, no substantial
changes was observed (data not shown). Geographic Inequalities in Mortality in Japan 12) whereas we observed significantly high odds for mortality
among those aged 65 or older in both sexes. Overall geographic inequalities in all-cause mortality doi:10.1371/journal.pone.0039876.g002 When adjusting for age and occupations in model 1, almost all
of the prefecture-level residuals moved toward the null (i.e., OR PLoS ONE | www.plosone.org June 2012 | Volume 7 | Issue 6 | e39876 4 Geographic Inequalities in Mortality in Japan Overall geographic inequalities in all-cause mortality Overall geographic inequalities in all-cause mortality
In Figures 2 and 3, we show the results of geographic
inequalities in all-cause mortality across 47 prefectures among
men and women, respectively. Note that these Figures show both
unadjusted and adjusted prefecture-level residuals for mortality
based on the results of the random part in null model and model 1,
respectively. (See Table 1 for the results of the fixed part of model
1.) Overall, the degree of geographic inequalities was more
pronounced in null model (see red diamonds in Figures 2 and 3). In null model, estimates of variances of the intercepts for men and
women were 0.025 (standard error (SE): 0.005) and 0.023 (SE:
0.005), respectively, and unadjusted prefecture-specific ORs for
mortality ranged from 0.681 (95% CI: 0.652, 0.712) in Saitama
(No. 11) to 1.277 (95% CI: 1.214, 1.343) in Kochi (No. 39) for men
and from 0.676 (95% CI: 0.647, 0.706) in Saitama (No. 11) to
1.231 (95% CI: 1.170, 1.295) in Kochi (No. 39) for women. By
contrast, when we adjusted for the composition (i.e., age and
occupations) of each prefecture in model 1, estimates of variances
of the intercepts were substantially reduced in both sexes; 0.005
(SE: 0.001) and 0.004 (SE: 0.001) among men and women,
respectively. Adjusted prefecture-specific ORs ranged from 0.870
(95% CI: 0.839, 0.901) in Okinawa (No. 47) to 1.190 (95% CI:
1.155, 1.226) in Aomori (No. 2) for men and from 0.864 (95% CI:
0.833, 0.897) in Shimane (No. 32) to 1.132 (95% CI: 1.107, 1.158)
in Aichi (No. 23) for women (see blue squares in Figures 2 and 3). When adjusting for age and occupations in model 1, almost all Figure 2. Unadjusted and adjusted prefecture-level residuals
for all-cause mortality among men in 47 prefectures, Japan,
2005. Prefecture-level residuals are described in odds ratios with the
reference being the grand mean of all prefectures. Red diamond and
blue square represent point estimates of residuals from null model and
model 1, respectively. Horizontal bars represent their 95% credible
intervals. Prefectures with a lower estimate of odds for all-cause
mortality are ranked higher. Note that CI and OR stand for credible
interval and odds ratio, respectively. June 2012 | Volume 7 | Issue 6 | e39876 Geographic inequalities in all-cause mortality by
occupational groups Based on the results of the random part in model 2, Table 4
shows variations in all-cause mortality across 47 prefectures by the
6 aggregated occupational groups. (See Table 1 for the results of
the fixed part of model 2. The DIC values of model 2 were smaller
than those of model 1 in both sexes, suggesting better fit to the
data.) In both sexes, unclassifiable occupations had the highest
variation, and the variations among non-employed were close to 0. Among men, the variation was higher in non-manual workers (i.e.,
I. clerical, technical and managerial occupations and II. sales and
service occupations) than manual workers (i.e., III. agriculture,
forestry and fishery occupations and IV. production and transport
occupations), whereas the pattern was reversed among women. Overall chi-squared values of the random parts in model 2 for men Figure 3. Unadjusted and adjusted prefecture-level residuals
for all-cause mortality among women in 47 prefectures, Japan,
2005. Prefecture-level residuals are described in odds ratios with the
reference being the grand mean of all prefectures. Red diamond and
blue square represent point estimates of residuals from null model and
model 1, respectively. Horizontal bars represent their 95% credible
intervals. Prefectures with a lower estimate of odds for all-cause
mortality are ranked higher. Note that CI and OR stand for credible
interval and odds ratio, respectively. doi:10.1371/journal.pone.0039876.g003 June 2012 | Volume 7 | Issue 6 | e39876 June 2012 | Volume 7 | Issue 6 | e39876 5 PLoS ONE | www.plosone.org Geographic Inequalities in Mortality in Japan Table 1. Odds ratios for all-cause mortality associated with fixed parameters, along with the Deviance Information Criterion,
Japan, 2005. Geographic inequalities in all-cause mortality by
occupational groups Men
Women
Model 1a
Model 2b
Model 1a
Model 2b
Characteristics
OR
95% CI
OR
95% CI
OR
95% CI
OR
95% CI
Age (y)
25–29
1.00
Reference
1.00
Reference
1.00
Reference
1.00
Reference
30–34
1.44
1.37, 1.51
1.42
1.35, 1.50
1.45
1.35, 1.55
1.43
1.32, 1.55
35–39
2.11
2.02, 2.21
2.10
2.00, 2.20
2.01
1.88, 2.15
1.98
1.84, 2.14
40–44
3.08
2.95, 3.22
3.04
2.91, 3.18
3.28
3.08, 3.50
3.24
3.00, 3.49
45–49
4.68
4.49, 4.88
4.59
4.40, 4.79
4.78
4.50, 5.08
4.72
4.39, 5.07
50–54
7.36
7.08, 7.64
7.20
6.91, 7.50
6.99
6.60, 7.39
6.90
6.44, 7.40
55–59
11.60
11.18, 12.04
11.42
10.98, 11.88
11.24
10.64, 11.88
11.11
10.38, 11.90
60–64
10.15
9.78, 10.53
10.03
9.65, 10.43
12.73
12.06, 13.45
12.60
11.77, 13.48
65–69
11.80
11.37, 12.25
11.68
11.23, 12.14
17.16
16.26, 18.12
16.98
15.87, 18.17
70–74
18.36
17.70, 19.05
18.18
17.50, 18.90
30.24
28.67, 31.90
29.93
28.00, 32.00
$75
57.39
55.35, 59.51
56.91
54.79, 59.11
153.32
145.45, 161.62
151.79
142.07, 162.18
Occupation
Specialist and technical
workers
3.16
3.09, 3.23
3.26
3.14, 3.40
3.28
3.13, 3.44
3.37
3.02, 3.77
Administrative and managerial
workers
3.20
3.11, 3.28
3.27
3.13, 3.41
7.96
7.53, 8.43
8.21
7.30, 9.23
Clerical workers
0.96
0.93, 0.99
0.99
0.95, 1.04
0.97
0.92, 1.02
1.00
0.89, 1.12
Sales workers
1.69
1.65, 1.74
1.77
1.71, 1.84
2.05
1.96, 2.15
2.08
1.90, 2.28
Service workers
4.05
3.95, 4.16
4.24
4.09, 4.40
2.43
2.32, 2.54
2.47
2.26, 2.70
Security workers
1.78
1.70, 1.86
1.84
1.74, 1.94
16.27
14.18, 18.66
16.57
14.15, 19.40
Agriculture, forestry and fishery
workers
3.33
3.26, 3.41
3.05
2.88, 3.24
2.31
2.21, 2.41
2.34
2.08, 2.63
Transport and communication
workers
1.80
1.75, 1.86
1.81
1.75, 1.87
12.63
11.34, 14.08
12.57
11.26, 14.03
Production process and related
workers
1.00
Reference
1.00
Reference
1.00
Reference
1.00
Reference
Workers not classifiable by
occupation
7.75
7.53, 7.98
8.34
6.60, 10.53
10.49
9.96, 11.04
11.35
8.93, 14.42
Non-employed c
9.98
9.81, 10.16
9.08
8.56, 9.63
6.86
6.62, 7.12
7.03
6.24, 7.91
Deviance Information
Criterion
78,803.48
74,117.36
50,873.53
49,658.28 Table 1. Odds ratios for all-cause mortality associated with fixed parameters, along with the Deviance Information Criterion,
Japan, 2005. and women were 82.375 (21 degrees of freedom, P,0.01) and
70.504 (21 degrees of freedom, P,0.01), respectively. correlation coefficients between II. sales and service occupations
and IV. production and transport occupations were also high
(0.911 and 0.777 in men and women, respectively). PLoS ONE | www.plosone.org Discussion they cannot directly determine whether differences across areas
are due to characteristics of the areas themselves or to differences
between the characteristics of individuals residing in different areas
[34]. We should also note that, due to ecologic fallacy [35], their
findings cannot be necessarily extrapolated to the association
between socioeconomic status and individual health. To examine geographic inequalities in all-cause mortality in
Japan, we used the 2005 vital statistics and census data. The
present findings demonstrate the presence of substantial geo-
graphic variations in both sexes across 47 prefectures, even after
adjusting for the composition (i.e., age and occupation) of each
prefecture. Adjusting for age and occupation, ORs for all-cause
mortality ranged from 0.870 in Okinawa to 1.190 in Aomori in
men, while they ranged from 0.864 in Shimane to 1.132 in Aichi
in women. In other words, even when taking into account the
differentials of compositions in each prefecture, the risk for all-
cause mortality varied by as much as 30% across prefectures. Subsequently, we used three different, but related prefecture-level
socioeconomic status variables to examine their possible contex-
tual effects – Gini coefficients for yearly income, average yearly
income, and average savings. Although there was an indication of
an inverse association between average savings and mortality
among men aged less than 65 years, no clear patterns were
observed for other prefecture-level variables. The patterns of
geographic inequalities were relatively similar between non-
manual occupations and production and transport occupations,
primarily among men. In this study, we employed a novel multilevel approach and
used the results of the random part of multilevel models to
examine the geographic inequalities in all-cause mortality, by
simultaneously adjusting for composition and context [18]. Indeed, rather than seeing the random part of multilevel models
as a nuisance in an attempt to identify the fixed effects, estimating
variance would add substantive information into the boundaries of
the collectives to which individuals belong [20–22]. In particular,
the present study would be of great use to assess the relative
contribution of composition and context to the geographic
inequalities across 47 prefectures. In some prefectures, adjustment
for age and occupation showed little change in ORs for mortality,
which implies that their composition played only a minor role. For
example, adjustment for age and occupation showed little change
in ORs in Aomori (No. 2) in both sexes, and they remained
significantly high. Geographic inequalities in all-cause mortality by
occupational groups Although we
observed a strong correlation between I. clerical, technical and
managerial
occupations
and
IV. production
and
transport
occupations among men (i.e., 0.807), we did not observe this
pattern among women (i.e., 0.538). In Tables S3 and S4, we show the rankings of 47 prefectures by
the occupational groups among men and women, respectively. The corresponding patterns of geographic inequalities are also
illustrated using maps in Figures S3 and S4, respectively. Table S5
shows the results of prefecture-level variance and covariance
among the 6 occupational groups. Overall, men and women
revealed a similar pattern (see signs of the covariances). In both
sexes, the correlation coefficients between I. clerical, technical and
managerial occupations and II. sales and service occupations were
high (0.944 and 0.856 in men and women, respectively), and the See Table S6 for the predicted number of all-cause mortality for
each occupational group among those aged 55 to 59, which was
calculated from the results of model 3. PLoS ONE | www.plosone.org June 2012 | Volume 7 | Issue 6 | e39876 6 Geographic Inequalities in Mortality in Japan Figure 4. Unadjusted and adjusted geographic inequalities in all-cause mortality among men, Japan, 2005. We show the overall
geographic inequalities in all-cause mortality across 47 prefectures among men. Unadjusted and adjusted inequalities were estimated from null
model and model 1, respectively. Prefecture-level residuals are described by odds ratios, with the reference being the grand mean of all prefectures. Prefectures with lower odds for mortality are blue, and those with higher odds are red. The prefectures with non-significant residuals are gray. doi:10.1371/journal.pone.0039876.g004 Figure 4. Unadjusted and adjusted geographic inequalities in all-cause mortality among men, Japan, 2005. We show the overall
geographic inequalities in all-cause mortality across 47 prefectures among men. Unadjusted and adjusted inequalities were estimated from null
model and model 1, respectively. Prefecture-level residuals are described by odds ratios, with the reference being the grand mean of all prefectures. Prefectures with lower odds for mortality are blue, and those with higher odds are red. The prefectures with non-significant residuals are gray. doi:10.1371/journal.pone.0039876.g004 PLoS ONE | www.plosone.org Discussion This result suggests that composition matters
much less than context, implying a possibility of contextual
detrimental determinant(s) of health in the prefecture, e.g.,
economic, environmental, or social. Obviously, a possibility that
this pattern emerges due to an omitted composition of the
prefecture cannot be ruled out since the information about other
indicators of composition (e.g., income, education, etc.) was not
available. It is notable, however, that we observed substantial
attenuation in ORs when adjusting for age and occupation in Previous studies from Japan have analyzed geographic inequal-
ities in health by examining the relationship between area-level
socioeconomic status and health outcomes in the corresponding
areas, such as life expectancy and age-adjusted mortality rates
[26–33]. These ecologic studies would be useful to document and
monitor inequalities in health, showing the possible relationship
between area-level deprivation and health. We should note,
however, that the relevance of these studies is often limited since PLoS ONE | www.plosone.org June 2012 | Volume 7 | Issue 6 | e39876 7 Geographic Inequalities in Mortality in Japan Figure 5. Unadjusted and adjusted geographic inequalities in all-cause mortality among women, Japan, 2005. We show the overall
geographic inequalities in all-cause mortality across 47 prefectures among women. Unadjusted and adjusted inequalities were estimated from null
model and model 1, respectively. Prefecture-level residuals are described by odds ratios, with the reference being the grand mean of all prefectures. Prefectures with lower odds for mortality are blue, and those with higher odds are red. The prefectures with non-significant residuals are gray. doi:10.1371/journal.pone.0039876.g005 Figure 5. Unadjusted and adjusted geographic inequalities in all-cause mortality among women, Japan, 2005. We show the overall
geographic inequalities in all-cause mortality across 47 prefectures among women. Unadjusted and adjusted inequalities were estimated from null
model and model 1, respectively. Prefecture-level residuals are described by odds ratios, with the reference being the grand mean of all prefectures. Prefectures with lower odds for mortality are blue, and those with higher odds are red. The prefectures with non-significant residuals are gray. doi:10.1371/journal.pone.0039876.g005 other prefectures. For example, in Akita (No. 5), unadjusted ORs
were remarkably high by approximately 20% in both sexes,
whereas they moved toward the null after adjusting for age and
occupation, and OR was no longer statistically significant in
women. Discussion (Note that Akita is a neighboring prefecture to Aomori as
shown in Figure 1.) This finding indicates that composition in
Akita played a significant role in lowering its health status in term
of the risk for all-cause mortality. At the same time, the findings
suggest that, once adjusting for its composition, the (unspecified)
contextual effect(s) in Akita is approximately equivalent to the
grand mean of all prefectures, in terms of inequalities in all-cause
mortality. To summarize, based on the present findings, we can
weigh the impact of composition against the impact of context on
the apparent pattern of geographic inequalities, which would
provide a useful clue as to direct our attention toward more
effective interventions. Table 2. Odds ratios for all-cause mortality associated with
prefecture-level socioeconomic status variables, Japan, 2005a. Men
Women
OR
95% CI
OR
95% CI
Gini coefficients for yearly
incomeb
Low
1.00
Reference
1.00
Reference
Middle
0.98
0.94, 1.02
0.96
0.92, 1.00
High
0.98
0.94, 1.03
0.98
0.94, 1.02
Average yearly incomeb
High
1.00
Reference
1.00
Reference
Middle
0.97
0.92, 1.02
0.96
0.92, 1.00
Low
0.99
0.94, 1.04
0.97
0.93, 1.01
Average savingsb
High
1.00
Reference
1.00
Reference
Middle
1.00
0.95, 1.06
0.99
0.95, 1.03
Low
0.99
0.94, 1.04
0.98
0.94, 1.02
CI; credible interval, OR; odds ratio. aThese odds ratios were adjusted for age and occupations. Prefecture-level
variables were adjusted for separately. bThese variables were calculated among two-or-more-person households. doi:10.1371/journal.pone.0039876.t002 Table 2. Odds ratios for all-cause mortality associated with
prefecture-level socioeconomic status variables, Japan, 2005a. Notably, we observed qualitative changes before and after
adjusting for age and occupation in some prefectures. In
particular, in Chiba (No. 12), Tokyo (No. 13), and Aichi (No. 23), although the adjusted prefecture-level ORs for mortality were
significantly high in both sexes, they were apparently ‘‘masked’’ by
their composition in unadjusted analyses – their unadjusted ORs
were remarkably low by approximately 20%. This phenomenon
would be explained as a result of skewed distributions of
composition(s) in these prefectures; the distribution is skewed to
those who have a lower risk for mortality, which outweighs the
‘‘negatives’’ of the context in these prefectures (see Table 1). June 2012 | Volume 7 | Issue 6 | e39876 Discussion Notably, compared with manual workers, the risk for mortality
was higher among upper non-manual workers (i.e., specialist and
technical workers and administrative and managerial workers), June 2012 | Volume 7 | Issue 6 | e39876 June 2012 | Volume 7 | Issue 6 | e39876 PLoS ONE | www.plosone.org 8 Geographic Inequalities in Mortality in Japan Table 3. Odds ratios for all-cause mortality associated with prefecture-level socioeconomic status variables when stratified by age,
Japan, 2005a. Men
Women
Less than 65
65 or older
Less than 65
65 or older
OR
95% CI
OR
95% CI
OR
95% CI
OR
95% CI
Gini coefficients for yearly
incomeb
Low
1.00
Reference
1.00
Reference
1.00
Reference
1.00
Reference
Middle
0.99
0.91, 1.07
0.97
0.92, 1.02
0.99
0.91, 1.07
0.96
0.92, 1.01
High
0.98
0.91, 1.06
0.98
0.93, 1.03
1.01
0.92, 1.10
0.98
0.94, 1.02
Average yearly incomeb
High
1.00
Reference
1.00
Reference
1.00
Reference
1.00
Reference
Middle
0.98
0.90, 1.07
0.96
0.91, 1.01
0.96
0.88, 1.05
0.96
0.92, 1.00
Low
1.03
0.95, 1.11
0.97
0.93, 1.01
1.04
0.96, 1.13
0.97
0.93, 1.01
Average savingsb
High
1.00
Reference
1.00
Reference
1.00
Reference
1.00
Reference
Middle
1.03
0.95, 1.11
1.00
0.95, 1.05
1.00
0.92, 1.09
1.00
0.96, 1.05
Low
1.09
1.01, 1.17
0.98
0.93, 1.03
1.05
0.96, 1.14
0.98
0.94, 1.02
CI; credible interval, OR; odds ratio. aThese odds ratios were adjusted for age and occupations. Prefecture-level variables were adjusted for separately. bThese variables were calculated among two-or-more-person households. doi:10.1371/journal.pone.0039876.t003 cause mortality associated with prefecture-level socioeconomic status variables when stratified by age, Table 3. Odds ratios for all-cause mortality associated with prefecture-level socioeconomic status variables when stratified by age,
Japan, 2005a. CI; credible interval, OR; odds ratio. aThese odds ratios were adjusted for age and occupations. Prefecture-level variables were adjusted for separately. bThese variables were calculated among two-or-more-person households. doi:10.1371/journal.pone.0039876.t003 We explored the possible contextual effects of prefecture-level
socioeconomic status by using three variables. Apparently, each
indicator of area socioeconomic status may be tapping into
different aspects of the social environment and may be differently
associated with specific health outcomes [12]. Note that we
examined them after adjusting for individual age and occupation,
in contrast with previous ecologic studies [26–33]. A previous
review suggested that the studies in income inequality are more which is different from the typical hierarchical pattern in
industrialized western European and North American countries
[3,4,6]. Discussion A recent study from Japan suggested that this remarkable
pattern emerged among men following the collapse of the asset
bubble in the early 1990s [9]. These discussions highlight the
significance of examining the pattern of geographic inequalities in
terms of composition and context, so that researchers can present
its true picture. Table 4. Variation in all-cause mortality between 47 prefectures by occupation groups, Japan, 2005a. Men
Women
Residuals on logit scale
Range of OR
Residuals on logit scale
Range of OR
Occupation
Estimate
95% CI
Estimate
95% CI
Clerical, technical and managerial
occupations
0.038
0.021, 0.055
0.666 to 1.357
0.016
0.007, 0.024
0.796 to 1.303
Sales and service occupations
0.044
0.024, 0.063
0.576 to 1.387
0.027
0.013, 0.041
0.722 to 1.326
Agriculture, forestry and fishery
occupations
0.023
0.012, 0.034
0.751 to 1.408
0.055
0.028, 0.082
0.591 to 1.403
Production and transport
occupations
0.031
0.017, 0.044
0.638 to 1.350
0.055
0.023, 0.086
0.681 to 1.609
Unclassifiable occupations
0.550
0.306, 0.795
0.201 to 4.454
0.515
0.279, 0.751
0.270 to 5.398
Non-employedb
0.005
0.003, 0.008
0.850 to 1.174
0.004
0.002, 0.006
0.862 to 1.126
CI; credible interval, OR; odds ratio. aThese variations were calculated from model 2. All the differential tests of the variations were statistically significant, except for clerical, technical and managerial
occupations vs. sales and service occupations among men (P = 0.318), clerical, technical and managerial occupations vs. agriculture, forestry and fishery occupations
among men (P = 0.126), clerical, technical and managerial occupations vs. production and transport occupations among men (P = 0.278), sales and service occupations
vs. agriculture, forestry and fishery occupations among men (P = 0.058), agriculture, forestry and fishery occupations vs. production and transport occupations among
men (P = 0.377), sales and service occupations vs. agriculture, forestry and fishery occupations among women (P = 0.067), sales and service occupations vs. production
and transport occupations among women (P = 0.050), and agriculture, forestry and fishery occupations vs. production and transport occupations among women
(P = 0.996). bNon-employed includes the unemployed as well as the non-labor force. doi:10.1371/journal.pone.0039876.t004 Table 4. Variation in all-cause mortality between 47 prefectures by occupation groups, Japan, 2005 Variation in all-cause mortality between 47 prefectures by occupation groups, Japan, 2005a. C ; c ed b e
te
a , O ; odds at o. aThese variations were calculated from model 2. Supporting Information Figure S1
Unadjusted and adjusted geographic inequal-
ities in all-cause mortality among men, stratified by age
groups,
Japan,
2005. We
show
the
overall
geographic
inequalities in all-cause mortality across 47 prefectures among
men. Unadjusted and adjusted inequalities were estimated from
null model and model 1, respectively. Prefecture-level residuals are
described by odds ratios, with the reference being the grand mean
of all prefectures. Prefectures with lower odds for mortality are
blue, and those with higher odds are red. The prefectures with
non-significant residuals are gray. (PDF) Figure S1
Unadjusted and adjusted geographic inequal-
ities in all-cause mortality among men, stratified by age
groups,
Japan,
2005. We
show
the
overall
geographic
inequalities in all-cause mortality across 47 prefectures among
men. Unadjusted and adjusted inequalities were estimated from
null model and model 1, respectively. Prefecture-level residuals are
described by odds ratios, with the reference being the grand mean
of all prefectures. Prefectures with lower odds for mortality are
blue, and those with higher odds are red. The prefectures with
non-significant residuals are gray. (PDF) Figure S2
Unadjusted and adjusted geographic inequal-
ities in all-cause mortality among women, stratified by
age groups, Japan, 2005. We show the overall geographic
inequalities in all-cause mortality across 47 prefectures among
women. Unadjusted and adjusted inequalities were estimated from
null model and model 1, respectively. Prefecture-level residuals are
described by odds ratios, with the reference being the grand mean
of all prefectures. Prefectures with lower odds for mortality are
blue, and those with higher odds are red. The prefectures with
non-significant residuals are gray. (PDF) There
are
some
limitations
of
this
study. First,
as
a
composition of each prefecture, only the information about sex,
age, and occupation at the time of death were available. Occupations
have
been
used
as
a
dominant
measure
of
socioeconomic position or occupational hazard, and researchers
have been increasingly recognizing that occupation-based socio-
economic position may also reflect social networks [39]. Recent
studies from Japan have indicated the significance of workplace
social networks and social capital to health status among
Japanese workers [40–42]. We should, however, note that
occupations
reflect
only
certain
aspects
of
socioeconomic
position, and in particular, the most appropriate way of defining
socioeconomic position among women might not be occupation. To overcome this, we used the finest occupational classification
available in the present data set, which could adjust for other
omitted compositional variables (e.g., education). Supporting Information However, we
should carefully interpret the findings among the group ‘‘non-
employed’’ because this group included the unemployed as well
as the non-labor force. Second, the smallest geographic unit
available
was
the
prefecture,
and
we
could
not
explore
geographic inequalities in finer detail. Although the prefecture
may be a useful and valid unit of analysis since it is the unit that
has direct administrative authority in the economic, education,
and health sectors [43], we should note that the choice of spatial
unit can lead to different conclusions regarding the pattern of
geographic
inequalities
[12,44,45]. Third,
a
possibility
of
numerator/denominator
bias
between
the
two
sources
of
information (i.e., vital statistics and census, respectively) cannot
be ruled out. Although this type of measurement error may
occur homogeneously across prefectures, it could exhibit varying
degrees of adjustment if the person recording the notification of
deaths tends to misclassify some specific occupations. Figure S3
Geographic inequalities in all-cause mortal-
ity by occupational groups among men, Japan, 2005. We
show the geographic inequalities in all-cause mortality across 47
prefectures for the six aggregated occupational groups, conditional
on individual age and occupation. Prefecture-level residuals from
model 2 are described by odds ratios, with the reference being the
grand mean of all prefectures. Prefectures with lower odds for
mortality are blue, and those with higher odds are red. The
prefectures with non-significant residuals are gray. (PDF) Figure S4
Geographic inequalities in all-cause mortal-
ity by occupational groups among women, Japan, 2005. We show the geographic inequalities in all-cause mortality across
47 prefectures for the six aggregated occupational groups,
conditional on individual age and occupation. Prefecture-level
residuals from model 2 are described by odds ratios, with the
reference being the grand mean of all prefectures. Prefectures with
lower odds for mortality are blue, and those with higher odds are
red. The prefectures with non-significant residuals are gray. (PDF) Discussion All the differential tests of the variations were statistically significant, except for clerical, technical and managerial
occupations vs. sales and service occupations among men (P = 0.318), clerical, technical and managerial occupations vs. agriculture, forestry and fishery occupations
among men (P = 0.126), clerical, technical and managerial occupations vs. production and transport occupations among men (P = 0.278), sales and service occupations
vs. agriculture, forestry and fishery occupations among men (P = 0.058), agriculture, forestry and fishery occupations vs. production and transport occupations among
men (P = 0.377), sales and service occupations vs. agriculture, forestry and fishery occupations among women (P = 0.067), sales and service occupations vs. production
and transport occupations among women (P = 0.050), and agriculture, forestry and fishery occupations vs. production and transport occupations among women
(P = 0.996). bNon-employed includes the unemployed as well as the non-labor force. June 2012 | Volume 7 | Issue 6 | e39876 PLoS ONE | www.plosone.org 9 Geographic Inequalities in Mortality in Japan supportive in large areas, e.g., states, regions, and metropolitan
areas, because in that context income inequality serves as a
measure of the scale of social stratification [36]. As has been noted
previously [37], a prefecture is similar to a state in the United
States in terms of its population size and variations in income
inequality. Although we thoroughly investigated their possible
effects, no clear patterns were observed except for an inverse
association between average savings and mortality among men
aged less than 65 years. We should note, however, that the
measures of area socioeconomic status in this study provide only
truncated information about the context of areas [38]. More
importantly, we lacked information at the individual level on the
socioeconomic variables measured at the prefecture level, i.e.,
household income and household savings, which precludes a
rigorous examination of true causal operation at the prefecture
level. Further studies are warranted to explore contextual effects in
more detail by including a sufficient number of variables measured
at the individual level. PLoS ONE | www.plosone.org References 7. Davey Smith G, Krieger N (2008) Tackling health inequities. BMJ 337: a1526. 8. Kawachi I, Kennedy BP (2002) The Health of Nations: Why Inequality is
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FY 2005: Occupational and Industrial Aspects Available: http://www.mhlw.go. jp/english/database/db-hw/orvf/index.html. Accessed 23 May 2012. 39. Galobardes B, Shaw M, Lawlor DA, Davey Smith G, Lynch J (2006) Indicators
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experiments: ES. Analyzed the data: ES SVS. Contributed reagents/
materials/analysis tools: ES. Wrote the paper: ES. Data collection: ES. Created the maps: SK. Revised the manuscript for intellectual content: SK
IK SVS. Supervised the study: SVS. Conceived and designed the experiments: ES SVS. Performed the
experiments: ES. Analyzed the data: ES SVS. Contributed reagents/
materials/analysis tools: ES. Wrote the paper: ES. Data collection: ES. Created the maps: SK. Revised the manuscript for intellectual content: SK
IK SVS. Supervised the study: SVS. Geographic Inequalities in Mortality in Japan Geographic Inequalities in Mortality in Japan Table S6
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Description of data used for multilevel models
analyzing all-cause mortality in 47 prefectures, Japan,
2005. Table S2
Detailed description of data used for multi-
level models analyzing all-cause mortality in 47 prefec-
tures, Japan, 2005. (PDF) In conclusion, the results of the present study demonstrate that
geographic inequalities in all-cause mortality are not simply a
passive reflection of composition in each prefecture. Indeed, the
present findings suggest that the relative contribution of compo-
sition and context to health inequalities substantially vary across
47 prefectures, even between neighboring prefectures. Although
we should note that compositional and contextual explanations are
not mutually exclusive [46–49], the significance of context to
human health cannot be over-emphasized [34,50–53], and further
attention should be given to evaluating their relative contribution
to the pattern of geographic inequalities in other countries. Based
on the present findings, future research is needed to understand
the specific determinants of emerging geographic inequalities in
Japan – either compositional or contextual. Table S3
Prefecture-level residuals for all-cause mor-
tality by occupations among men, Japan, 2005. (PDF) Table S4
Prefecture-level residuals for all-cause mor-
tality by occupations among women, Japan, 2005. (PDF) Table S5
Variance and covariance matrices of prefec-
ture-level variances of each occupation group, Japan, 2005. (PDF) PLoS ONE | www.plosone.org June 2012 | Volume 7 | Issue 6 | e39876 June 2012 | Volume 7 | Issue 6 | e39876 PLoS ONE | www.plosone.org 10 References 28. Nakaya T, Dorling D (2005) Geographical inequalities of mortality by income in
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Neurocognitive Development of the Resolution of Selective Visuo-Spatial Attention: Functional MRI Evidence From Object Tracking
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Frontiers in psychology
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Neurocognitive Development of the
Resolution of Selective Visuo-Spatial
Attention: Functional MRI Evidence
From Object Tracking Kerstin Wolf1,2,3, Elena Galeano Weber1,3, Jasper J. F. van den Bosch4†, Steffen Volz5,
Ulrike Nöth5, Ralf Deichmann5, Marcus J. Naumer4, Till Pfeiffer2 and
Christian J. Fiebach1,3,5* 1 Department of Psychology, Goethe University Frankfurt, Frankfurt am Main, Germany, 2 Institute of Psychology, University of
Education Karlsruhe, Karlsruhe, Germany, 3 IDeA Center for Individual Development and Adaptive Education, Frankfurt am
Main, Germany, 4 Institute of Medical Psychology, Goethe University Frankfurt, Frankfurt am Main, Germany, 5 Brain Imaging
Center, Goethe University Frankfurt, Frankfurt am Main, Germany Citation: Wolf K, Galeano Weber E,
van den Bosch JJF, Volz S, Nöth U,
Deichmann R, Naumer MJ, Pfeiffer T
and Fiebach CJ (2018)
Neurocognitive Development of the
Resolution of Selective Visuo-Spatial
Attention: Functional MRI Evidence
From Object Tracking. Front. Psychol. 9:1106. doi: 10.3389/fpsyg.2018.01106 Wolf K, Galeano Weber E,
van den Bosch JJF, Volz S, Nöth U,
Deichmann R, Naumer MJ, Pfeiffer T
and Fiebach CJ (2018)
Neurocognitive Development of the
Resolution of Selective Visuo-Spatial
Attention: Functional MRI Evidence
From Object Tracking. Front. Psychol. 9:1106. doi: 10.3389/fpsyg.2018.01106 Keywords: selective attention, visuo-spatial attention, object tracking, development, functional magnetic
resonance imaging (fMRI) ORIGINAL RESEARCH
published: 30 July 2018
doi: 10.3389/fpsyg.2018.01106 Edited by:
Peter Klaver,
University of Surrey, United Kingdom Our ability to select relevant information from the environment is limited by the resolution
of attention – i.e., the minimum size of the region that can be selected. Neural
mechanisms that underlie this limit and its development are not yet understood. Functional magnetic resonance imaging (fMRI) was performed during an object tracking
task in 7- and 11-year-old children, and in young adults. Object tracking activated
canonical fronto-parietal attention systems and motion-sensitive area MT in children
as young as 7 years. Object tracking performance improved with age, together with
stronger recruitment of parietal attention areas and a shift from low-level to higher-
level visual areas. Increasing the required resolution of spatial attention – which was
implemented by varying the distance between target and distractors in the object
tracking task – led to activation increases in fronto-insular cortex, medial frontal cortex
including anterior cingulate cortex (ACC) and supplementary motor area, superior
colliculi, and thalamus. This core circuitry for attentional precision was recruited by all
age groups, but ACC showed an age-related activation reduction. Our results suggest
that age-related improvements in selective visual attention and in the resolution of
attention are characterized by an increased use of more functionally specialized brain
regions during the course of development. Reviewed by:
Chris Lange-Küttner,
London Metropolitan University,
United Kingdom
Valerio Santangelo,
University of Perugia, Italy *Correspondence:
Christian J. Fiebach
fiebach@psych.uni-frankfurt.de †Present address:
Jasper J. F. van den Bosch,
MRC Cognition and Brain Sciences
Unit, University of Cambridge,
Cambridge, United Kingdom Specialty section:
This article was submitted to
Developmental Psychology,
a section of the journal
Frontiers in Psychology Received: 11 March 2018
Accepted: 11 June 2018
Published: 30 July 2018 Wolf K, Galeano Weber E,
van den Bosch JJF, Volz S, Nöth U,
Deichmann R, Naumer MJ, Pfeiffer T
and Fiebach CJ (2018)
Neurocognitive Development of the
Resolution of Selective Visuo-Spatial
Attention: Functional MRI Evidence
From Object Tracking.
Front. Psychol. 9:1106.
doi: 10.3389/fpsyg.2018.01106 INTRODUCTION Visual selective attention is the ability to modulate perception in order to optimize processing
according to our current task goals (Carrasco, 2011). We can apply visual selective attention rather
coarsely or we can scrutinize our environment with a fine grain – limited by what has been termed
the resolution of attention (He and Cavanagh, 1996). The resolution of attention is the minimum
size of the focus of attention, i.e., of the region that can be selected by attention, and is as small as
3–5 min of arc in foveal vision in adults (Toet and Levi, 1992; Intriligator and Cavanagh, 2001). July 2018 | Volume 9 | Article 1106 1 Frontiers in Psychology | www.frontiersin.org Neurocognitive Development of Attentional Resolution Wolf et al. Developmental research suggests that several aspects of
children’s selective attention undergo substantial changes in
early childhood (e.g., Ridderinkhof and van der Stelt, 2000;
Scerif, 2010), including the resolution of attention (Wolf and
Pfeiffer, 2014). The ability to constrict the focus of attention to
increasingly smaller sizes changes markedly between 7 years of
age and adulthood; for 9- to 13-year-old children and adolescents,
it is about twice the size as for adults and for 7-year-olds three
times the size as for adults (Wolf and Pfeiffer, 2014). Similar
findings have been reported by studies using flanker (Enns and
Girgus, 1985; Pastò and Burack, 1997) and crowding paradigms
(Bondarko and Semenov, 2005; Jeon et al., 2010; Huurneman
et
al.,
2014;
Norgett
and
Siderov,
2014). However,
the
neural mechanisms underlying the development of attentional
resolution are at present unknown. This problem touches upon
two intimately related aspects, namely the development of the
neurocognitive mechanisms underlying visuo-spatial selective
attention per se and the specific development of the precision of
visuo-spatial selective attention. Developmental research on both
topics is so far scarce. is considered to be a parameter requiring higher attentional
precision; Alvarez and Franconeri, 2007) results in increased
activation in FEF and primary visual areas. Similarly, Drew et al. (2013) used event-related brain potentials to study the effect of
increasing item speed during object tracking, and observed an
increase in the contralateral delay activity – which supposedly
originates from a source in the lateral intraparietal sulcus (Todd
and Marois, 2004; Xu and Chun, 2006). INTRODUCTION In summary, there is relatively limited research on the neuro-
cognitive development of visuo-spatial selective attention and
a considerable lack of empirical work concerning the neural
mechanisms underlying the resolution of the focus of attention
and its development. The aim of the present study is to fill this gap
by examining brain activation patterns during an object tracking
task that systematically varies the required spatial precision of
selective attention (Figure 1). To achieve this, the minimum
distance between the to-be-tracked object and distractors was
varied in four steps, i.e., 2.8, 5.6, 8.4, and 11.2 arcmin. Using
functional magnetic resonance imaging (fMRI), BOLD activation
changes were determined in children aged 7 years, 11 years,
and in young adults, to identify brain mechanisms underlying
the developmental changes in the resolution of spatial attention
previously documented in behavioral work using the same
paradigm (Wolf and Pfeiffer, 2014). Regarding the neural basis of visual selective attention, adult
and primate research has converged on the view that selective
attention can be conceived as a modulation of perceptual
processes, with modulatory signals originating from a fronto-
parietal network comprising frontal eye fields (FEF), posterior
parietal cortex (PPC, most specifically the superior parietal
lobule/SPL and intraparietal sulcus/IPS), and the superior
colliculi, and with sensory areas as targets of these modulatory
signals (for reviews see Baluch and Itti, 2011; Moore and Zirnsak,
2017). Based upon previous developmental studies on object tracking
and voluntary attention (Booth et al., 2003; Beaton et al.,
2010; Wendelken et al., 2011), it was hypothesized that all age
groups would recruit the canonical network activated during
object tracking (i.e., the fronto-parietal attention network –
including the FEF and posterior parietal areas SPL and IPS –
as well as motion area MT). At the same time, however, it
was predicted that increasing age would be associated with
activation increases within the fronto-parietal regions of this
network during tracking. Increased demands with regard to
spatial precision (i.e., reducing the minimum distance between
the to-be-tracked object and distractors during the tracking
phase) were expected to be associated with increased activity
within the FEF and posterior parietal areas across all age groups
(Shim et al., 2009; Drew et al., 2013). This increase in activity
due to higher precision demands was expected to be the more
pronounced the older the participants were. INTRODUCTION )
Despite obvious developmental changes in the ability to
voluntarily deploy attention (Scerif, 2010; Amso and Scerif,
2015), only few studies have so far explored the neural
mechanisms underlying age-related changes in this ability (Booth
et al., 2003; Beaton et al., 2010; Wendelken et al., 2011; Vuontela
et al., 2013; Hwang et al., 2014; Farrant and Uddin, 2015). These studies suggest that children as young as 8 years of age
recruit fronto-parietal networks largely similar to adults during
tasks requiring top-down control of attention. At the same time,
however, both quantitative (Wendelken et al., 2011; Vuontela
et al., 2013; Hwang et al., 2014) as well as qualitative (Konrad
et al., 2005; Rubia et al., 2010) differences and differences with
regard to functional connectivity (Hwang et al., 2014) in the
recruitment of attention networks can be observed. MATERIALS AND METHODS While empirical evidence regarding the neural basis of the
development of selective attention is scarce, it is non-existent
with regard to the development of attentional resolution. Also,
research in adults has so far not produced a clear empirical
basis regarding the neural mechanisms underlying the control of
spatially precise attentional selection. Intriligator and Cavanagh
(2001) suggested that the spatial extent of the selection region
is controlled by the fronto-parietal attention network. Although
this proposal has so far not been investigated directly, initial
evidence for fronto-parietal involvement in spatiotemporal
attentional precision comes from a study by Shim et al. (2009). This study demonstrates that increasing the speed of the items
to be tracked (which – besides spatial attentional precision – Frontiers in Psychology | www.frontiersin.org Participants 1500 ms
330 ms
2040 ms
300 ms
max. 8385 ms
Black screen
Start
Correct! Response
Static display
Marking
Movement
Target? Feedback
Warning
Start
HF pulse
Static display
Loading
1
2
3
4
5
6
7
8
2.6 arcmin
5.6 arcmin
8.4 arcmin
11.2 arcmin A B FIGURE 1 | Object tracking task. (A) Trial procedure. At the beginning of the trial, a black screen was presented for 8.2 s, followed by a warning (2.34 s). Subsequently, a static display of 8 disks was presented for 1.105 s. Then, one of the disks was marked as target by highlighting it six times with a red circle (1.98 s). After another presentation of the static display for 330 ms, the disks moved in a pseudorandom manner for 7 s. The panel above the trial procedure illustrates the
closest-possible encounters between target and a distractor during the tracking phase in the different distance conditions. After the tracking phase, the disks were
replaced by digits (1–8) and the participant overtly named the disk that they thought was the target. The response was followed by a feedback display of variable
duration, so that the time between loading of the tracking sequence and removal of the feedback was constant 20.6 s. (B) Timing of events. Each trial was a
separate fMRI acquisition with a duration of 10 × TR = 25.6 s. Acquisition started during the feedback period of the preceding trial (compare Trial n vs. Trial n+1). Loading of the stimulus sequence was synchronized with the 6th TR. and
visual
acuity
of
at
least
20/20
was
ensured
by
a
visual acuity test with a standardized Landolt C eye chart
(Schairer Ophthal-Technik, Stuttgart, Germany). Participants
were screened for psychiatric conditions by using the Strengths
and Difficulties Questionnaire (SDQ; Goodman, 1997) for the
children samples and the Symptom Checklist-90-Revised (SCL-
90-R; Franke, 2002) for the adult sample. Children were
additionally rated for symptoms of ADHD by their parents on
the ADHD subscale of a test for diagnosis of mental disorders in
children and adolescents (DISYPS-KJ; Döpfner and Lehmkuhl,
2003). All participants had scores within ± 1 SD of the mean
of a normative sample in the respective tests. IQ scores were
estimated by using Raven’s Standard Progressive Matrices (SPM;
Horn, 2009) for children and Standard Progressive Matrices-
Plus (SPM-Plus; Raven et al., 2000) for adults. Participants Mean IQ scores
were 108 for 7-year-olds (SD: 11.05), 101 for 11-year-olds
(SD: 14.22), and 108 for adults [SD: 11.65; F(2,37) = 1.67,
p = 0.20]. failed to complete the study (3 subjects) or because of excessive
movement (8 subjects; see section on “fMRI Data Analysis”
below for exclusion criteria). Two children of the older group
were removed because of incomplete fMRI data. The final
sample consisted of 35 participants: 12 7-year-old children
(6 females; mean age: 7.4, range: 6.5–8.0), 11 11-year-old
children (5 females; mean age: 11.5, range: 11.1–12.0), and
12 adults (6 females; mean age: 24.7, range: 21.4–34.1). This
sample size was determined based on several considerations,
including the moderate to strong effect sizes obtained in our
previous behavioral study (Wolf and Pfeiffer, 2014), the fact
that the object tracking paradigm generally elicits robust BOLD
activation in attentional networks (e.g., Culham et al., 1998;
Howe et al., 2009), but also the potential strain of the fMRI
session for the youngest age group. Adults received monetary
compensation or course credit for participation. Children
received a gift token and a certificate of participation, and
parents received monetary compensation for travel costs. The
study was conducted in compliance with the Declaration of
Helsinki and was approved by the Medical Ethics Committee
of the University Hospital Frankfurt am Main. All participants
or their parents gave written informed consent prior to
testing. Frontiers in Psychology | www.frontiersin.org Participants Forty-nine healthy, right-handed participants from three age
groups (7-year-olds, 11-year-olds, and adults) participated
in
the
study. All
participants
were
without
history
of
neurologic/psychiatric
disorders,
developmental
disorders
of scholastic skills, or Attention Deficit Hyperactivity Disorder
(ADHD). Letters were distributed to the parents of children
in the first and fifth grades of several primary and secondary
schools in Frankfurt (Germany) in order to recruit 7- and
11-year-olds. Participants of the adult sample were students
of Goethe University Frankfurt. 11 children of the youngest
group were removed from the sample because they either July 2018 | Volume 9 | Article 1106 2 Wolf et al. Neurocognitive Development of Attentional Resolution A
B
20600 ms
Break
8200 ms
Time
1105 ms
1980 ms
7000 ms
min. 1500 ms
330 ms
2040 ms
300 ms
max. 8385 ms
Trial n
Trial n+1
Time
5 TR
Black screen
Start
Correct! Response
Static display
Marking
Movement
Target? Feedback
Warning
Start
HF pulse
Static display
Loading
1
2
3
4
5
6
7
8
5 TR
2.6 arcmin
5.6 arcmin
8.4 arcmin
11.2 arcmin
FIGURE 1 | Object tracking task. (A) Trial procedure. At the beginning of the trial, a black screen was presented for 8.2 s, followed by a warning (2.34 s). Subsequently, a static display of 8 disks was presented for 1.105 s. Then, one of the disks was marked as target by highlighting it six times with a red circle (1.98 s). After another presentation of the static display for 330 ms, the disks moved in a pseudorandom manner for 7 s. The panel above the trial procedure illustrates the
closest-possible encounters between target and a distractor during the tracking phase in the different distance conditions. After the tracking phase, the disks were
replaced by digits (1–8) and the participant overtly named the disk that they thought was the target. The response was followed by a feedback display of variable
duration, so that the time between loading of the tracking sequence and removal of the feedback was constant 20.6 s. (B) Timing of events. Each trial was a
separate fMRI acquisition with a duration of 10 × TR = 25.6 s. Acquisition started during the feedback period of the preceding trial (compare Trial n vs. Trial n+1). Loading of the stimulus sequence was synchronized with the 6th TR. A
B
20600 ms
8200 ms
Time
1105 ms
1980 ms
7000 ms
min. Experimental Procedures On two occasions before the fMRI session, children were
acquainted with the environment and sounds of an MRI scanner
using a mock scanner set-up. During fMRI scanning, participants
performed an object tracking task in which they had to track one
target with focal attention in the presence of seven identically
looking moving distractors for a time interval of 7 s (see Children and adults participated in a separate behavioral
testing session before scanning. Right-handedness was assessed
by the Edinburgh Handedness Inventory (Oldfield, 1971) July 2018 | Volume 9 | Article 1106 Frontiers in Psychology | www.frontiersin.org 3 Neurocognitive Development of Attentional Resolution Wolf et al. Figure 1). Stimuli were presented with E-Prime 2.0 Professional
(Psychology Software Tools, Inc., Sharpsburg, PA, United States)
running on a PC (Shuttle Barebone SG31G2S, Intel Core 2 Duo,
Windows XP) at a frame rate of 60 Hz. Images were projected
onto a screen at the rear end of the MR scanner bore with
an LCD projector (Sony, VPL-PX20) equipped with a custom-
made lens. The screen could be seen by the participant on a
mirror fastened to the head coil of the MR scanner. Each trial
started with the presentation of a black screen (8.4 s) followed
by a display indicating the immediate start of the task (2.34 s). Subsequently, a small quadratic black display (0.85◦) containing
eight static, near white disks (each 1.42 arcmin in diameter,
RGB 200/200/200) was presented at the center of a dark gray
background (RGB 30/30/30) for 1.105 s. During the next 1.980 s,
one of the eight disks was marked as target by highlighting it
six times for 165 ms with a red circle. After another 330 ms of
the static display, the disks started to move in a pseudorandom
manner. 16 of those quadrants (repeated visits possible). Movement
sequences were generated ahead of the experiment using
Java (Sun Microsystems, Santa Clara, CA, United States) and
only sequences satisfying the criteria mentioned above were
included in the experiment. The same movement sequences were
presented to all participants. After 7 s of movement, the disks stopped and were replaced by
digits (1–8; 0.11◦). Subjects were asked to verbally communicate
the number that corresponded to the target’s position, during
the silent period between two trials/fMRI runs (see below). Experimental Procedures In case of a collision between two
disks, the disks repulsed each other at the specified distance
and this repulsion also took place according to the law of
reflection. Minimum center-to-center distance between two
distractors (i.e., non-target stimuli) was a constant 4 arcmin
throughout the whole experiment. In contrast, minimum
center-to-center distance between the target and distractors
was manipulated in four steps between trials (but kept constant
within one trial). Specifically, target and distractor never came
closer (center-to-center) than 2.8, 5.6, 8.4, or 11.2 arcmin,
respectively. Each trial was acquired as a separate functional MRI run to
reduce head motion influences on fMRI data and to facilitate
the acquisition of spoken responses without inducing additional
motion artifacts. Data acquisition for each run started during the
feedback phase of the previous run – to achieve steady state tissue
magnetization before the start of the stimulus presentation of
each trial – and stopped approximately 2 s after the presentation
of the response display. Each functional run lasted for 25.6 s and
was followed by a 5.44 s break during which participants gave
their verbal response. Each trial thus had a fixed total duration of
31.04 s. Participants were explicitly instructed to withhold their
response until the end of data acquisition of the current run
to make their response audible. Temporal coordination between
data acquisition and stimulus presentation during each trial/run
was accomplished by time-locking the loading of the tracking
display to the 6th TR. Figure 1 illustrates the coordination of
stimulus presentation and measurement. Within each trial, movement of the target and the distractors
had to meet a number of criteria apart from the minimum
distances between targets and distractors. Those criteria were
defined to ensure comparable movement of the disks in
the different conditions. During one trial, there had to be
exactly six target-distractor encounters and five collisions
between the target and the edge of the tracking field. In
addition, the tracking field was divided into six sections
along both the horizontal and vertical axes, resulting in 36
quadrants. During each trial, the target had to visit exactly Adults and 11-year-old children completed 60 experimental
trials, i.e., 12 trials per distance condition (2.8, 5.6, 8.4, or
11.2 arcmin) and 12 additional trials of a baseline condition. Experimental Procedures The answer was transferred to the control room outside the
scanner room by a MR-compatible microphone that was fastened
to the headphones used for noise protection. Verbal responses
were recorded digitally and monitored by the investigator who
pressed the appropriate number on a keyboard connected to
the PC that controlled stimulus presentation. The answers
logged into the experimental software were later compared
with the recorded response to determine the correctness of the
participants’ responses. The investigator’s response terminated
the presentation of the number display and a display containing
visual feedback was presented. For the two older samples, the
words “correct” and “incorrect” were displayed in German on
the screen and the younger sample was additionally presented a
green rectangle for a correct response and a red rectangle for an
incorrect response. The maximum response interval was 8.385 s
and the minimum time interval for feedback presentation was
1.500 s. In case of an earlier response, the duration of the feedback
was prolonged so that total duration of the period between the
loading of the tracking display and removal of the feedback
display was 20.6 s. The feedback display was replaced by the black
screen of the next trial. During
the
movement
sequences,
the
disks
moved
independently from each other. The rate of movement of
each disk from one frame to the next (33 ms) was determined
by a 2-component-vector V = (x,y) coding the horizontal
and vertical movement of the disk. Both values of V ranged
between −2 and +2 pixels, with positive values corresponding
to rightward and upward movements and negative values
corresponding to movements in the opposite direction. Each
disk was assigned a random vector Vt = (x,y) at the start of
the movement phase. This vector was conserved for at least
five frames and then changed with a probability of 10% per
frame. In case of a change of movement, both components
of the vector were randomly and independently increased or
decreased by the value ‘1’ [i.e., Vt+n = (x+/−1, y+/−1)]. If the
value of one of the components exceeded ‘2,’ this component
was reset to ‘2’ and if a disk was assigned V = (0,0), a new
vector was calculated in order to prevent a halt of the disk. The disks bounced offthe edges of the tracking field according
to the law of reflection. Frontiers in Psychology | www.frontiersin.org fMRI Data Analysis For a detailed characterization
of the patterns of developmental changes in significant brain
regions, spheres (diameter: 12 mm) were centered on peak voxels
of clusters showing age effects; subsequently, mean beta values
across all voxels included in the sphere were extracted and used
to visualize developmental trends and to conduct direct mean
comparisons between the three age groups. Data were preprocessed and analyzed using Statistical Parametric
Mapping (SPM; Wellcome Trust Center for Neuroimaging1). EPI
images were motion corrected via realignment to the first image
of the first run. To reduce residual errors after realignment,
ArtRepair toolbox for high motion samples (Stanford Psychiatric
Neuroimaging Laboratory2) was applied to the EPI data sets
that had been prepared by a first step of spatial smoothing
(4 mm FWHM). This algorithm removes interpolation errors
from the image time series on a voxel-by-voxel basis (Grootoonk
et al., 2000) and has been recommended in preference to adding
motion regressors to the design matrix in high motion samples
(Mazaika, 2009; Wilke, 2012; Fassbender et al., 2017). In a
second step, ArtRepair was used to identify noisy volumes on
the basis of frame-to-frame movement (threshold: 1.5 mm,
calculated using Pythagoras’ theorem based on the 6 translation
and rotation parameters derived from SPM’s image realignment
process; Mazaika, 2009; Wilke, 2012, 2014; Power et al., 2015) and
signal fluctuations, which were then corrected via interpolation
between the nearest non-repaired scans (“scrubbing”; Power
et al., 2012, 2015; Siegel et al., 2014). Trials containing more than
two interpolated volumes and participants with more than 15%
corrected trials across the whole experiment were excluded from
further analysis (see Turner and Miller, 2013; Fassbender et al.,
2017 for comparable thresholds). Subsequently, the functional
data were normalized (MNI152) and further smoothed (7 mm
FWHM), resulting in a final spatial smoothness of 8 mm FWHM. To ensure children’s motivation, the task was embedded
into a medieval scenario. According to this scenario, each
target represented a thief that the participants had to track
before they could finally convict him. For each successful
conviction, participants were rewarded a virtual bag of gold
coins. Before each break, they were reported their intermediate
results and at the end of the experiment they were informed
about their total result. All age groups underwent the same
scenario. fMRI Data Analysis The introductory story was presented on a laptop
computer before participants entered the scanner room, as well
as five practice trials that could be repeated for 7-year-olds. Inside the scanner, subjects completed four further practice
trials. 1http://www.fil.ion.ucl.ac.uk/spm
2http://cibsr.stanford.edu/tools/human-brain-project/artrepair-software.html
3https://afni.nimh.nih.gov/pub/dist/doc/program_help/3dClustSim.html fMRI Data Acquisition q
During data acquisition, participants were instructed to lie as
still as possible and their head movement was restricted by
cushions. Earplugs and headphones dampened scanner noise. Functional images were acquired on a dedicated 3 Tesla head
MRI scanner (Magnetom Allegra, Siemens, Erlangen, Germany)
equipped with a Tx/Rx head coil, using a T2∗-weighted BOLD-
sensitive gradient-echo echo planar imaging (EPI) sequence
[repetition time (TR) = 2,560 ms, echo time (TE) = 30 ms]
with 32 slices (thickness = 3 mm, gap = 1 mm, field of
view = 192 mm × 192 mm, matrix size 64 × 64, in-plane
resolution = 3 mm × 3mm, flip angle = 90◦). Slices were
tilted by 30◦from axial toward coronal orientation to reduce
susceptibility induced signal losses (Deichmann et al., 2003). The
parameters governing the EPI readout were deliberately chosen
to reduce acoustic scanner noise (band width 1,860 Hz/pixel,
echo spacing 740 µs). To allow for exact timing, the fMRI
sequence was modified in a way that after each acquisition of
N consecutive volumes, a delay T was inserted, where N and
T could be chosen freely by the researcher. For the parameters
chosen in this study, each functional run (corresponding to
one trial) consisted of N = 10 volumes (total acquisition time
of 25.6 s; see above), followed by T = 5.44s (see above). The
first two volumes of each run were discarded, restricting the
analysis to fMRI data acquired under steady state conditions. After acquisition of the functional runs, a whole brain structural
data set with 1 mm isotropic resolution was acquired, using a
T1-weighted magnetization prepared-rapid gradient echo (MP-
RAGE) sequence (TR = 1,700 ms, TE = 1.44 ms, TI = 800 ms, ),
g
p
At the first level of statistical analysis, a general linear model
(GLM) was calculated in which each run (i.e., trial) was modeled
by a separate regressor with a square wave representing the
tracking period (high-pass filter 128 s cut-off). Contrast estimates
were computed for each subject by contrasting parameter
estimates (beta images) of all runs belonging to one condition
with parameter estimates of all runs of another condition or
with zero, respectively. Resulting contrast images were submitted
to random-effects group analyses by performing t-tests (to
determine the significance of a certain contrast across all
participants) or full-factorial ANOVA (to compare age groups). Experimental Procedures However, the latter was not included into the present analysis
of the experiment because it turned out not to be successful
in suppressing tracking-related brain activations. 7-year-old
children completed only three distance conditions, as a previous
behavioral study had shown that 7-year-olds performed the task
at chance level at 2.8 arcmin (Wolf and Pfeiffer, 2014). The July 2018 | Volume 9 | Article 1106 4 Neurocognitive Development of Attentional Resolution Wolf et al. field of view = 256 mm × 256 mm × 160 mm, matrix size
256 × 256 × 160, flip angle = 7◦). trials for the two older samples were presented in four blocks
of 15 trials (7 min 45 s each) and the trials of the youngest
sample were presented in six blocks of eight trials (4 min
8 s each). Each block contained an equal number of trials of
every distance condition. The sequence of trials within blocks
was pseudorandomly determined such that the same condition
was never repeated immediately, and fixed across subjects. The
sequence of blocks was randomized across subjects. After each
block, participants were offered to take a break of individual
length. 7-year-old children were taken out of the scanner after
half of the experiment to allow them to move. The entire
measurement (excluding breaks and including the anatomical
scan) lasted approximately 36 min for the two older samples and
30min for 7-year-old children. fMRI Data Analysis fMRI Data Analysis
Data were preprocessed and analyzed using Statistical Parametric
Mapping (SPM; Wellcome Trust Center for Neuroimaging1). EPI
images were motion corrected via realignment to the first image
of the first run. To reduce residual errors after realignment,
ArtRepair toolbox for high motion samples (Stanford Psychiatric
Neuroimaging Laboratory2) was applied to the EPI data sets
that had been prepared by a first step of spatial smoothing
(4 mm FWHM). This algorithm removes interpolation errors
from the image time series on a voxel-by-voxel basis (Grootoonk
et al., 2000) and has been recommended in preference to adding
motion regressors to the design matrix in high motion samples
(Mazaika, 2009; Wilke, 2012; Fassbender et al., 2017). In a
second step, ArtRepair was used to identify noisy volumes on
the basis of frame-to-frame movement (threshold: 1.5 mm,
calculated using Pythagoras’ theorem based on the 6 translation
and rotation parameters derived from SPM’s image realignment
process; Mazaika, 2009; Wilke, 2012, 2014; Power et al., 2015) and
signal fluctuations, which were then corrected via interpolation
between the nearest non-repaired scans (“scrubbing”; Power
et al., 2012, 2015; Siegel et al., 2014). Trials containing more than
two interpolated volumes and participants with more than 15%
corrected trials across the whole experiment were excluded from
further analysis (see Turner and Miller, 2013; Fassbender et al.,
2017 for comparable thresholds). Subsequently, the functional
data were normalized (MNI152) and further smoothed (7 mm
FWHM), resulting in a final spatial smoothness of 8 mm FWHM. At the first level of statistical analysis, a general linear model
(GLM) was calculated in which each run (i.e., trial) was modeled
by a separate regressor with a square wave representing the
tracking period (high-pass filter 128 s cut-off). Contrast estimates
were computed for each subject by contrasting parameter
estimates (beta images) of all runs belonging to one condition
with parameter estimates of all runs of another condition or
with zero, respectively. Resulting contrast images were submitted
to random-effects group analyses by performing t-tests (to
determine the significance of a certain contrast across all
participants) or full-factorial ANOVA (to compare age groups). Activations are reported at a family-wise corrected significance
level of 0.05, by combining a voxel-level p-value of 0.001
(uncorrected) with a cluster-extent threshold (k = 62) determined
by a Monte-Carlo simulation (10,000 iterations) using the AFNI
routine 3dClustSim3 (voxel size 2 mm × 2 mm × 2 mm;
2nd nearest neighbor clustering). Frontiers in Psychology | www.frontiersin.org Behavioral Results Accuracy (i.e., the probability of picking the correct item
after the 7 s tracking period; chance level = 12.5%) increased
with increasing age and increasing target-distractor-distance
(Figure 2). Two separate repeated measures ANOVAs were
calculated to statistically support this observation, which was
necessary because the most difficult condition (2.8 arcmin)
was not acquired in the youngest participant group due to
its difficulty (see section “Materials and Methods”). The first
analysis compared all three age groups in those conditions
completed by all groups, i.e., 5.6, 8.4, and 11.2 arcmin. Accuracy
increased with age [F(2,32) = 95.85, p < 0.0001], with significant
increases between all age groups [both t(21) > 2.6, p < 0.025;
Bonferroni corrected significance threshold 0.05/2 = 0.025]. Reduced performance for 7-year-olds compared to 11-year-olds
and adults was visible even in the easiest condition (11.2 arcmin;
both t > 4, p < 0.0001). In addition, there was a significant main
effect of distance [F(2,64) = 49.44, p < 0.0001] reflecting that
accuracy increased with distance [both t(34) > 2.5, p < 0.025]. A robust age group × distance interaction [F(4,64) = 18.21,
p < 0.0001] reflects that the distance effect is driven by the 7-
year-olds [5.6 vs. 8.4 arcmin: t(11) = 8.75, p < 0.0001; 8.4 vs. 11.2 arcmin: t(11) = 2.57; p = 0.026] while 11-year-olds and
adults showed no distance-dependent improvements between
these distance conditions (all t < 2.52). RESULTS 2.8 and 5.6 arcmin distance [t(22) = 13.37, p < 0.0001] and
between 5.6 and 8.4 arcmin [t(22) = 2.89, p < 0.01], but
not between 8.4 and 11.2 arcmin [t(22) = 1.79, p = 0.09; see
also previous paragraph]. Optimal performance was thus
reached by both older groups already at a distance of 8.4
arcmin. An age group x distance interaction [F(3,63) = 6.66,
p
<
0.01]
was
due
to
the
fact
that
11-year-olds
and
adults only differed in performance in the closest distance
condition [2.8 arcmin; t(21) = 3.40, p < 0.0125; all other
p
>
0.0125;
Bonferroni
corrected
significance
threshold
0.05/4 = 0.0125]. fMRI Data Acquisition Activations are reported at a family-wise corrected significance
level of 0.05, by combining a voxel-level p-value of 0.001
(uncorrected) with a cluster-extent threshold (k = 62) determined
by a Monte-Carlo simulation (10,000 iterations) using the AFNI
routine 3dClustSim3 (voxel size 2 mm × 2 mm × 2 mm;
2nd nearest neighbor clustering). For a detailed characterization
of the patterns of developmental changes in significant brain
regions, spheres (diameter: 12 mm) were centered on peak voxels
of clusters showing age effects; subsequently, mean beta values
across all voxels included in the sphere were extracted and used
to visualize developmental trends and to conduct direct mean
comparisons between the three age groups. 1http://www.fil.ion.ucl.ac.uk/spm
2http://cibsr.stanford.edu/tools/human-brain-project/artrepair-software.html
3https://afni.nimh.nih.gov/pub/dist/doc/program_help/3dClustSim.html July 2018 | Volume 9 | Article 1106 Frontiers in Psychology | www.frontiersin.org 5 Neurocognitive Development of Attentional Resolution Wolf et al. Age-Independent Tracking-Related Brain
Activations To determine regions showing age-independent activation
during the tracking of moving objects, we assessed activation
in the largest-distance tracking condition (11.2 arcmin) relative
to zero and independent of age group. In developmental
neurocognitive research, differences in activation between age
groups are often accompanied by differences in task performance,
which leaves open the possibility of attributing differences
in neural activation to either group membership or level of
performance or both (Church et al., 2010). Accounting for
performance differences is thus an important prerequisite for
isolating the unique effects of age, which was accomplished here
by including performance as a covariate of no interest. Across age
groups, tracking activated an extended bilateral fronto-parietal
network (Figure 3A and Table 1; for age group-specific brain
activations, see Figure 3B) consisting of the SPL, aIPS and pIPS
in parietal cortex, FEF, and MT. In addition, right anterior
insula and subcortical areas including putamen and claustrum,
and the cerebellum were activated during tracking of moving
objects. In a second ANOVA, performance across all four distance
conditions was compared, but only for the two older samples. Again,
better
performance
was
observed
in
adults
than
in 11-year-olds [F(1,21) = 12.91, p < 0.005] as well as a
performance increase with increasing distance [F(3,63) = 173.18,
p < 0.0001]. Increases in accuracy were observed between 7-year-olds
11-year-olds
Adults
20
30
40
50
60
70
80
90
100
2.8
5.6
8.4
11.2
Distance (arcmin)
Accuracy (%)
FIGURE 2 | Mean accuracy of each age group as a function of target-distractor-distance in the object tracking task. Note that the most difficult condition (i.e., 2.8
arcmin) was not acquired in the group of 7-year-old children, as it was too difficult for children of that age. Error bars represent 95% confidence intervals. FIGURE 2 | Mean accuracy of each age group as a function of target-distractor-distance in the object tracking task. Note that the most difficult condition (i.e., 2.8
arcmin) was not acquired in the group of 7-year-old children, as it was too difficult for children of that age. Error bars represent 95% confidence intervals. July 2018 | Volume 9 | Article 1106 6 Neurocognitive Development of Attentional Resolution Wolf et al. 11 year of age [all t(21) < 1, p > 0.34]. Developmental effects
deviated from this pattern in the mid-cingulate gyrus, which
showed a significant monotonic age-related increase between
7-year-olds and adults [7 years vs. Age-Independent Tracking-Related Brain
Activations adults: t(22) = 3.80, p < 0.005;
7 years vs. 11 years: t(21) = 1.69, p = 0.11; 11 years vs. adults:
t(21) = 2.33, p = 0.03; Bonferroni corrected significance threshold
0.05/3 = 0.017]. Activation in primary visual cortex around the
calcarine sulcus showed the reverse pattern and decreased
between 7 and 11 years of age [t(21) = 4.04, p < 0.005] and, at
trend level, between age 11 and adults [t(21) = 2.05, p = 0.053]. all age groups
FEF
MT
SPL
AIPS
PIPS
0
11.7
T
adults
11-year-olds
7-year-olds
0
14.9
T
A
B
Left hemisphere
Right hemisphere
FIGURE 3 | Brain activation during object tracking. (A) Simple effect of
tracking across all age groups, i.e., largest distance condition (11.2 arcmin)
tested against zero. See Table 1 for further details. (B) Age group specific
brain activations during tracking. Statistical threshold: p < 0.05 (FEW
corrected; cf. section “Materials and Methods”). AIPS, anterior intraparietal
sulcus; FEF, frontal eye fields; MT, motion area MT/V5; PIPS, posterior
intraparietal sulcus; SPL, superior parietal lobe. B B Age-Independent Mechanisms
Underlying the Resolution of Attention y
g
Investigating the neural mechanisms underlying increasing
spatial precision of tracking, i.e., the resolution of the focus of
attention, required contrasting two conditions with differences
in performance that are as large as possible (thus assuring
an actual difference in task difficulty) while avoiding floor
effects in performance to assure considerable effort even
in the easier distance condition. Critically, the difference
in performance of the different age groups needed to be
comparable. These criteria were met for different pairs of
conditions for the different age groups, i.e., 2.8 > 5.6 arcmin
for adults and 11-year-olds, and 5.6 > 11.2 arcmin for
7-year-old children. A 2 (distance: large vs. small) × 3 (age
group) ANOVA showed that performance differences (7-year-
olds 43.75%, 11-year-olds 51.52%, adults 39.58%) between
these distance conditions did not differ statistically between
age groups [F(2,32) = 1.50, p = 0.24]. Absolute performance
levels (i.e., average of easy and difficult conditions), however,
differed between age groups [F(2,32) = 12.12, p < 0.001]. This difference was accounted for by including the average
performance level as a covariate of no interest into fMRI
analyses. 14.9 Increasing the demands on the spatial precision of selective
attention yielded increased activation bilaterally fronto-insular
cortex (FIC) and basal ganglia. In addition, a large bilateral
cluster containing anterior cingulate cortex (ACC), medial and
lateral superior frontal gyrus and supplementary motor area, as
well as a cluster containing thalamus and the superior colliculi
were increasingly activated with increasing demands on spatial
precision (Figure 5A and Table 3; for age group-specific brain
activations, see Figure 5B). FIGURE 3 | Brain activation during object tracking. (A) Simple effect of
tracking across all age groups, i.e., largest distance condition (11.2 arcmin)
tested against zero. See Table 1 for further details. (B) Age group specific
brain activations during tracking. Statistical threshold: p < 0.05 (FEW
corrected; cf. section “Materials and Methods”). AIPS, anterior intraparietal
sulcus; FEF, frontal eye fields; MT, motion area MT/V5; PIPS, posterior
intraparietal sulcus; SPL, superior parietal lobe. Age Effects on Brain Systems Underlying
Attentional Resolution While all age groups thus recruit a similar network during
tracking, we also expected age-related changes within this
network. Age-related
differences
(again
controlling
for
performance
differences)
were
observed
in
bilateral
MT
extending into occipital areas, right SPL extending into IPS and
precuneus, left inferior parietal lobule (IPL)/IPS, the mid-portion
of the right cingulate gyrus, and in right primary visual cortex
(Figure 4 and Table 2). Parietal areas and visual area MT showed
a common developmental increase of activation magnitude
between 11 years of age and adulthood [all t(21) > 4, p < 0.0001],
whereas there were no activation differences between 7 and In a final step, age differences in the neural substrates underlying
increased spatial precision were examined, again taking into
account differences in absolute performance levels. One area
was found within the described network for increased spatial
precision, this was the ACC. Here, precision-related brain
activation dropped between 7 and 11 years of age [t(21) = 4.92,
p < 0.0001], while ACC activity in 11-year-olds and adults
differed only at trend level [t(21) = 2.34; p = 0.029, Bonferroni
corrected threshold 0.05/2 = 0.025; Figure 6 and Table 4]. In
addition, four areas that belonged neither to the precision-related July 2018 | Volume 9 | Article 1106 Frontiers in Psychology | www.frontiersin.org 7 Neurocognitive Development of Attentional Resolution Wolf et al. TABLE 1 | Simple effect of object tracking (greatest distance condition (11.8 arcmin) > zero) across all age groups. TABLE 1 | Simple effect of object tracking (greatest distance condition (11.8 arcmin) > zero) across all age groups. DISCUSSION In this study, we investigated both the neural mechanisms
underlying the resolution of attention and their developmental
change from childhood to adulthood. For this purpose, we
examined brain activation (i.e., BOLD signals) during a visual
object-tracking task that requires increasingly fine-grained spatial
precision cross-sectionally in children aged 7 years, children
aged 11 years, and young adults. Across all age groups,
performance dropped with increasing proximity between target
and distractors, and thus with the requirement of increasingly
narrowing down the focus of attention. Adults and 11-year-old
children could sustain high performance up to a higher level of
required precision. Given the similar performance patterns across
difficulty levels of 11-year-olds and adults, the behavioral data of
this study indicate that the major development in the ability to
constrict the attentional focus is achieved between 7 and 11 years
of age (which is consistent with our previous behavioral work;
Wolf and Pfeiffer, 2014). Anatomical region Cerebellum (not depicted in Figure 3A) BA, approximate Brodmann’s area; Hem, hemisphere; L, left; R, right; MNI, coordinates referring to the Montreal Neurological Institute template brain included in the
SPM software package; Tmax, maximum t statistic in the cluster; k, cluster size in voxels. Activation is reported for a threshold of p < 0.05 (corrected), constituted by a
voxel-level threshold of p < 0.001 and a cluster-level threshold of k > 62 (determined using 3dClustSim). activation. Increasing the resolution of spatial attention – i.e.,
narrowing the focus of attention – involved a distinct set of
brain areas, particularly the FIC and ACC, the superior colliculi,
thalamus, and striatum. Developmental changes in the neural
mechanisms underlying an increased resolution of the attentional
focus were seen in only one of these areas, i.e., in the ACC,
where an age-related reduction was observed. In the following,
we discuss several implications of these results for understanding
the development of visuo-spatial attention and of the ability to
control the size of the focus of attention. network nor to the fronto-parietal tracking network (i.e., superior
frontal gyrus, posterior cingulate gyrus, precuneus, and postero-
lateral occipital cortex) showed a comparable activation decrease
between 7 and 11 years of age [all t(21) > 4.14, p < 0.0001], but an
increase between 11 years of age and adulthood [all t(21) > 2.97;
p < 0.009]. Age Effects on Brain Systems Underlying
Attentional Resolution MNI coordinates
Anatomical region
Hem
BA
k
Tmax
x
y
z
Anterior insula, inferior frontal gyrus, putamen, claustrum
R
13
314
7.05
38
16
8
Precentral gyrus, superior frontal gyrus, medial superior frontal gyrus, middle
frontal gyrus
R
6/24/32
1347
10.47
24
−10
50
Precentral gyrus, superior frontal gyrus, medial superior frontal gyrus,
supplementary motor area, middle frontal gyrus
L
24
1152
10.66
−28
−12
48
Precentral gyrus, inferior frontal gyrus
R
6/9
127
5.00
52
2
32
Superior parietal lobe, anterior intraparietal sulcus, inferior parietal lobe,
postcentral gyrus, precuneus, posterior intraparietal sulcus, middle temporal
gyrus, middle occipital gyrus
L
5/7/19/37/39/40
3447
13.80
−20
−56
56
Middle temporal gyrus, inferior temporal gyrus, middle occipital gyrus, posterior
intraparietal sulcus, precuneus, inferior parietal lobe, superior parietal lobe,
anterior intraparietal sulcus, paracentral lobe, postcentral gyrus
R
5/7/19/37/39/40
4716
11.82
46
−60
6
Cerebellum (not depicted in Figure 3A)
L
106
5.78
−24
−40
−42
L/R
75
4.11
−2
−74
−32
BA, approximate Brodmann’s area; Hem, hemisphere; L, left; R, right; MNI, coordinates referring to the Montreal Neurological Institute template brain included in the
SPM software package; Tmax, maximum t statistic in the cluster; k, cluster size in voxels. Activation is reported for a threshold of p < 0.05 (corrected), constituted by a
voxel-level threshold of p < 0.001 and a cluster-level threshold of k > 62 (determined using 3dClustSim). Frontiers in Psychology | www.frontiersin.org Neurocognitive Development of Object
Tracking Networks Within the attentional tracking network, parietal regions
and motion area MT feature a protracted development that
showed the most pronounced age-related increase in tracking-
related activation between 11 years of age and adulthood. It can
be excluded that this developmental pattern reflects performance
changes rather than maturation of neural systems, as (i) the
most pronounced performance improvements occurred between
7 and 11 years of age, which is distinct from the developmental
pattern in brain activations, and (ii) performance differences were
statistically controlled for in the fMRI analyses. The protracted
neurocognitive development of attention-related temporal and
parietal systems clearly dissociates from the developmental
pattern seen in primary visual cortex, which shows age-related
decrease of tracking-related activity, particularly between 7 and
11 years of age. 11 Object tracking activated a canonical tracking network
(Culham et al., 1998; Jovicich et al., 2001; Howe et al., 2009;
Alnaes et al., 2015) that largely coincides with established
attention systems (Moore and Zirnsak, 2017), already for
7-year-old children. A subset of these areas – i.e., right SPL,
left IPL/IPS, and bilateral area MT – were recruited during
tracking to a higher degree with increasing age, while a region
around the calcarine sulcus showed a developmental decrease in Based on this dissociation of developmental changes in
primary
visual
vs. attention-related
brain
systems,
three
conclusions can be derived. First, our findings confirm and
extend earlier work showing activation of the canonical fronto-
parietal attention network in 11-year-old children during
tracking (Beaton et al., 2010) and generally a large degree of
accordance between children’s and adults’ activations during the July 2018 | Volume 9 | Article 1106 Frontiers in Psychology | www.frontiersin.org 8 Neurocognitive Development of Attentional Resolution Wolf et al. -20
0
20
-20
0
20
-20
0
20
-20
0
20
0
F
mean beta-value
MT (left)
MT (right)
Calcarine s. MCG
IPL/IPS
MT
SPL
Calcarine s. Neurocognitive Development of Object
Tracking Networks 0
25.5
F
-20
0
20
mean age
-20
0
20
adults
11 ys
7 ys
SPL
IPL/IPS
MCG
A
B
MCG
adults
11 ys
7 ys
adults
11 ys
adults
11 ys
7 ys
7 ys
adults
11 ys
7 ys
FIGURE 4 | (A) ANOVA (F-statistic) results for age differences in
tracking-related brain activation: middle cingulate gyrus (14, −18, 44;
Fmax = 16.6), left inferior parietal lobe/intraparietal sulcus (−42, −38, 46;
Fmax = 14.14), right superior and inferior parietal lobe (34, −50, 58;
Fmax = 17.5), middle and inferior occipito-temporal cortex (right: 46, −70, 0;
Fmax = 23.34; left: −44, −78, 12; Fmax = 25.51), calcarine sulcus (10, −90,
12; Fmax = 17.01). (B) Mean beta-values for the different age groups for the
regions showing age-related differences in tracking. Error bars represent the
95% confidence intervals. Statistical threshold: p < 0.05 (FEW corrected; cf. section “Materials and Methods”). AIPS, anterior intraparietal sulcus; FEF,
frontal eye fields; IPL/IPS, inferior parietal lobe and intraparietal sulcus; MCG,
mid-portion of cingulate gyrus; MT, motion area MT/V5; PIPS, posterior
intraparietal sulcus; SPL, superior parietal lobe. White labels indicate
activation increases; red label indicates activation decrease. See Table 2 for
further details. (see also Olesen et al., 2006; Velanova et al., 2008; Wendelken
et al., 2011) suggests an increasing reliance on parietal sites and
the functions they provide, as the attention system matures. Jointly with the FEF, the PPC is assumed to form a priority map
of the visual field (Baluch and Itti, 2011), i.e., a topologically
organized map of the external environment encoding the relative
importance of objects or events occurring at the corresponding
location of the visual scene (Gottlieb et al., 1998; Thompson
and Bichot, 2005; Gottlieb and Balan, 2010). Activity in this
map is supposed to be driven both by salient (i.e., capturing
attention in a bottom-up manner) external stimuli (Santangelo,
2015) and by the demands of the task at hand, and is assumed
to guide attention or other goal-driven behavior toward the
locations/objects of high relevance (Gottlieb and Balan, 2010;
Nardo et al., 2011). Within the fronto-parietal priority network,
the unique function of PPC seems to be to bind visuo-spatial,
motor, and cognitive information to eventually deliver a spatial
priority representation that can be easily translated into action
(Gottlieb, 2007). As they become older, children may make
increasing use of this complex representation to optimize their
performance in attention-demanding tasks. Neurocognitive Development of Object
Tracking Networks -20
0
20
-20
0
20
-20
0
20
-20
0
20
0
F
mean beta-value
MT (left)
MT (right)
Calcarine s. MCG
IPL/IPS
MT
SPL
Calcarine s. 0
25.5
F
-20
0
20
mean age
-20
0
20
adults
11 ys
7 ys
SPL
IPL/IPS
MCG
A
B
MCG
adults
11 ys
7 ys
adults
11 ys
adults
11 ys
7 ys
7 ys
adults
11 ys
7 ys Third, our data indicate a qualitative developmental change
among visual systems recruited to support attentionally guided
visual processing from a reliance on primary visual areas by
the youngest age group toward more task-optimized processing
in higher-order visual area MT by the older age groups. The developmental decrease in activation of primary visual
areas – that mature earlier during development (Conner et al.,
2004) – suggests that the children (from both age groups)
relied more on lower-level visual representations coded in
this region to accomplish the task at hand, whereas adults
seemed to rely more on the higher-level, motion-sensitive
area MT where we observed an age-dependent increase in
activation. Lower activation of MT by younger participants
suggests that it may not be fully matured at the age of our
samples of children – which has indeed been demonstrated
both functionally (Klaver et al., 2008) and structurally (Sowell
et al., 2003). The findings of this study thus extend the
proposal of Klaver et al. (2008), who suggested that with
development, higher-level visual processes increasingly substitute FIGURE 4 | (A) ANOVA (F-statistic) results for age differences in
tracking-related brain activation: middle cingulate gyrus (14, −18, 44;
Fmax = 16.6), left inferior parietal lobe/intraparietal sulcus (−42, −38, 46;
Fmax = 14.14), right superior and inferior parietal lobe (34, −50, 58;
Fmax = 17.5), middle and inferior occipito-temporal cortex (right: 46, −70, 0;
Fmax = 23.34; left: −44, −78, 12; Fmax = 25.51), calcarine sulcus (10, −90,
12; Fmax = 17.01). (B) Mean beta-values for the different age groups for the
regions showing age-related differences in tracking. Error bars represent the
95% confidence intervals. Statistical threshold: p < 0.05 (FEW corrected; cf. section “Materials and Methods”). AIPS, anterior intraparietal sulcus; FEF,
frontal eye fields; IPL/IPS, inferior parietal lobe and intraparietal sulcus; MCG,
mid-portion of cingulate gyrus; MT, motion area MT/V5; PIPS, posterior
intraparietal sulcus; SPL, superior parietal lobe. White labels indicate
activation increases; red label indicates activation decrease. See Table 2 for
further details. Neurocognitive Development of Object
Tracking Networks deployment of voluntary, i.e., goal-driven, attention (Booth et al.,
2003; Wendelken et al., 2011; Vuontela et al., 2013). Second,
the observation of increasing involvement of PPC with age deployment of voluntary, i.e., goal-driven, attention (Booth et al.,
2003; Wendelken et al., 2011; Vuontela et al., 2013). Second,
the observation of increasing involvement of PPC with age TABLE 2 | Age differences in activation elicited by object tracking. MNI coordinates
Anatomical region
Hem
BA
k
Fmax
x
y
z
Middle cingulate gyrus
R
24/31
175
16.60
14
−18
44
Inferior parietal lobe, intraparietal sulcus
L
40
113
14.14
−42
−38
46
Superior parietal lobe, anterior intraparietal sulcus, inferior parietal lobule,
precuneus, superior occipital gyrus
R
7/39/40
570
17.50
34
−50
58
Middle temporal gyrus, inferior temporal gyrus, middle occipital gyrus, superior
occipital gyrus, inferior occipital gyrus, lingual gyrus
R
18/19/37/39
1296
23.34
46
−70
0
Middle temporal gyrus, middle occipital gyrus, inferior occipital gyrus, lingual gyrus
L
18/19/39
725
25.51
−44
−78
12
Calcarine sulcus
R
17/18
78
17.01
10
−90
12
BA, approximate Brodmann’s area; Hem, hemisphere; L, left; R, right; MNI, coordinates referring to the Montreal Neurological Institute template brain included in the
SPM software package; Fmax, maximum F statistic in the cluster; k, cluster size in voxels. Activation is reported for a threshold of p < 0.05 (corrected), constituted by a
voxel-level threshold of p < 0.001 and a cluster-level threshold of k > 62 (determined using 3dClustSim). TABLE 2 | Age differences in activation elicited by object tracking. TABLE 2 | Age differences in activation elicited by object tracking. Anatomical region BA, approximate Brodmann’s area; Hem, hemisphere; L, left; R, right; MNI, coordinates referring to the Montreal Neurological Institute template brain included in the
SPM software package; Fmax, maximum F statistic in the cluster; k, cluster size in voxels. Activation is reported for a threshold of p < 0.05 (corrected), constituted by a
voxel-level threshold of p < 0.001 and a cluster-level threshold of k > 62 (determined using 3dClustSim). July 2018 | Volume 9 | Article 1106 Frontiers in Psychology | www.frontiersin.org 9 Wolf et al. Neurocognitive Development of Attentional Resolution MTG
FIC
ACC/
medSFG/
SFG
Thalamus
SC
0
7.1
T
e
r
e
h
p
s
i
m
e
h
t
h
g
i
R
e
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e
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p
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tf
e
L
s
dlo
-r
a
e
y
-
7
stlu
d
a
11-year-olds
all age groups
0
9.8
T
Lateral
Lateral
l
a
i
d
e
M
l
a
i
d
e
M
A
B
FIGURE 5 | Brain activation related to attentional precision. (A) Activation related to increasing the spatial precision of the focus of attention, independent of age
group. For the different age groups, contrasts of different difficulty conditions (i.e., 2.8 > 5.6 arcmin for adults and 11-year-olds, and 5.6 > 11.2 arcmin for 7-year-old
children) were fed into the analysis. For the rationale behind the choice of the respective difficulty conditions, see section “Age-Independent Mechanisms Underlying
the Resolution of Attention”. See Table 3 for further details. (B) Age group specific brain activations related to increasing spatial precision (based on the same
contrasts of different difficulty conditions for the different age groups as depicted in A). Statistical threshold: p < 0.05 (FEW corrected; cf. section “Materials and
Methods”). ACC, anterior cingulate cortex; FIC, fronto-insular cortex; MTG, middle temporal gyrus; SC, superior colliculus; SFG, superior frontal gyrus. MTG
FIC
ACC/
medSFG/
SFG
Thalamus
SC
0
7.1
T
e
r
e
h
p
s
i
m
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i
R
e
r
e
h
p
s
i
m
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h
tf
e
L
all age groups
A B stlu
d
a
0
9.8
T
Lateral
M
l
a
i
d
e
M Lateral Lateral Lateral FIGURE 5 | Brain activation related to attentional precision. (A) Activation related to increasing the spatial precision of the focus of attention, independent of age
group. Frontiers in Psychology | www.frontiersin.org Anatomical region For the different age groups, contrasts of different difficulty conditions (i.e., 2.8 > 5.6 arcmin for adults and 11-year-olds, and 5.6 > 11.2 arcmin for 7-year-old
children) were fed into the analysis. For the rationale behind the choice of the respective difficulty conditions, see section “Age-Independent Mechanisms Underlying
the Resolution of Attention”. See Table 3 for further details. (B) Age group specific brain activations related to increasing spatial precision (based on the same
contrasts of different difficulty conditions for the different age groups as depicted in A). Statistical threshold: p < 0.05 (FEW corrected; cf. section “Materials and
Methods”). ACC, anterior cingulate cortex; FIC, fronto-insular cortex; MTG, middle temporal gyrus; SC, superior colliculus; SFG, superior frontal gyrus. lower-order visual-perceptual processes, to the domain of
attention. space at 7 years of age to a metric representation where objects
are grouped into areas at 11 years of age. If this were the case,
the age-related changes observed in neuronal activation patterns
may (at least partly) be related to this transition. While there is,
to our knowledge, yet no developmental evidence regarding the
neuronal correlates of different spatial representations, there is
some neurocognitive research on the development of a spatial
ability that is conceptually closely related to the idea of processing
objects as object-in-place units or as objects grouped into
areas, i.e., the concept of local vs. holistic processing (Navon,
1977). This research proposes that in hierarchical configurations
of stimuli, adults have a strong (attentional) bias to process
configurations on a global level (i.e., the whole configuration),
whereas children younger than 10 years predominantly process
these configurations on a local level (i.e., on a single-unit The neuronal changes observed during tracking of objects
may also partly be accounted for by age-dependent differences
in spatial processing abilities (Jahn et al., 2012; Brockhoff
et al., 2016). It has been shown that these abilities develop
markedly during the age range examined here (Stiles et al.,
2013). More specifically, younger children (4–6 years of age)
represent objects within topological (i.e., non-metric) space and
bind single objects to places, whereas older children (8–10 years
of age) represent objects within Euclidean (i.e., metric) space and
group objects into areas determined by vectors of a spatial axis
system (Lange-Küttner, 2006; Lange-Küttner and Küttner, 2015). Anatomical region Thalamus, superior colliculi, midbrain Cerebellum BA, approximate Brodmann’s area; Hem, hemisphere; L, left; R, right; MNI, coordinates referring to the Montreal Neurological Institute template brain included in the
SPM software package; Tmax, maximum t statistic in the cluster; k, cluster size in voxels. Activation is reported for a threshold of p < 0.05 (corrected), constituted by a
voxel-level threshold of p < 0.001 and a cluster-level threshold of k > 62 (determined using 3dClustSim). BA, approximate Brodmann’s area; Hem, hemisphere; L, left; R, right; MNI, coordinates referring to the Montreal Neurological Institute template brain included in the
SPM software package; Tmax, maximum t statistic in the cluster; k, cluster size in voxels. Activation is reported for a threshold of p < 0.05 (corrected), constituted by a
voxel-level threshold of p < 0.001 and a cluster-level threshold of k > 62 (determined using 3dClustSim). visual areas (Poirel et al., 2011, 2014). This observation leaves
open the possibility that some of the changes observed in
the present study, both behaviorally and at the level of brain
activation, may be interpreted in terms of changes in the
computations underlying different types of spatial processing. Under this perspective, younger participants who display a
bias toward local processing might predominantly process the
objects in the display in a single-unit manner – which might be
mediated by stronger involvement of primary visual areas. Older
participants, in contrast, might rather process the whole spatial
configuration relying on an increasingly mature fronto-parietal
network. Further research is yet required to investigate this idea. -0.6
0
0.6
SFG
ACC
-0.6
0
0.6 lat. occ. cortex
-0.6
0
0.6
PCG
-0.6
0
0.6
Precuneus
SFG
lat. occ. cortex
ACC
Precuneus
PCG
0
24
F
mean contrast-value
mean age
-0.6
0
0.6
adults
11 ys
7 ys
adults
11 ys
7 ys
adults
11 ys
7 ys
A
B
FIGURE 6 | (A) ANOVA (F-statistic) results of age differences for increased
demands in attentional precision (again based on the contrasts 2.8 > 5.6
arcmin for adults and 11-year-olds, and 5.6 > 11.2 arcmin for 7-year-old
children): Left superior and middle frontal gyrus (−24, 40, 36; Fmax = 15.86),
anterior cingulate cortex (14, 50, 12; Fmax = 19.5), left posterior cingulate
gyrus (−26, −36, 36; Fmax = 23.97), precuneus (4, −56, 36; Fmax = 15.4), left
superior/middle occipital gyrus (−20, −88, 22; Fmax = 11.69). Anatomical region (B) Mean
contrast-values (i.e., difference in beta-values between the respective easy
and difficult tracking condition) for the regions showing age-related differences
with increasing spatial precision. Error bars represent the 95% confidence
intervals. Statistical threshold: p < 0.05 (FEW corrected; cf. section “Materials
and Methods”). ACC, anterior cingulate cortex; PCG, posterior cingulate
gyrus; SFG, superior frontal gyrus. See Table 4 for further details. -0.6
0
0.6
SFG
ACC
-0.6
0
0.6 lat. occ. cortex
-0.6
0
0.6
PCG
-0.6
0
0.6
Precuneus
SFG
lat. occ. cortex
ACC
Precuneus
PCG
0
24
F
mean contrast-value
mean age
-0.6
0
0.6
adults
11 ys
7 ys
adults
11 ys
7 ys
adults
11 ys
7 ys
A
B A Anatomical region It can be assumed that children in our study switched from a
predominantly topological, one object-in-place representation of July 2018 | Volume 9 | Article 1106 10 Neurocognitive Development of Attentional Resolution Wolf et al. TABLE 3 | Activation related to increased demands in precision (i.e., 2.8 > 5.6 arcmin for adults and 11-year-olds, and 5.6 > 11.2 arcmin for 7-year-olds) across all age
groups. TABLE 3 | Activation related to increased demands in precision (i.e., 2.8 > 5.6 arcmin for adults and 11-year-olds, and 5.6 > 11.2 arcmin for 7-year-olds) across all age
groups. TABLE 3 | Activation related to increased demands in precision (i.e., 2.8 > 5.6 arcmin for adults and 11-year-olds, and 5.6 > 11.2 arcmin for 7-year-olds) across all age
groups. MNI coordinates
Anatomical region
Hem
BA
Tmax
k
x
y
z
Anterior insula, claustrum, putamen, inferior frontal gyrus, precentral gyrus
L
6/9/13/44/45/47
7.09
901
−34
22
8
Anterior insula, claustrum, putamen, inferior frontal gyrus, precentral gyrus,
middle frontal gyrus
R
9/13/44/45/46/47
6.69
1008
30
20
−6
Anterior cingulate cortex, medial superior frontal gyrus, superior frontal gyrus,
supplementary motor area, middle cingulate cortex
R/L
6/8/9/10/24/32/33
6.98
4347
−8
38
26
Middle temporal gyrus
R
21
4.17
82
56
−30
−8
Middle temporal gyrus, superior temporal gyrus
L
22/39
4.05
108
−54
−56
10
Thalamus, superior colliculi, midbrain
L/R
5.41
1294
−8
−14
8
Striatum
R
3.89
70
14
12
4
Cerebellum
L
4.17
128
−18
−50
−34
BA, approximate Brodmann’s area; Hem, hemisphere; L, left; R, right; MNI, coordinates referring to the Montreal Neurological Institute template brain included in the
SPM software package; Tmax, maximum t statistic in the cluster; k, cluster size in voxels. Activation is reported for a threshold of p < 0.05 (corrected), constituted by a
voxel-level threshold of p < 0.001 and a cluster-level threshold of k > 62 (determined using 3dClustSim). Neural Mechanisms Underlying the
Resolution of the Focus of Attention While tracking-related activity was mainly seen in the fronto-
parietal attention network, the set of brain regions that were
evoked to achieve increased spatial precision (i.e., FIC, medial
and lateral superior frontal cortex, and thalamus and superior
colliculi) largely conforms to a different functional network
that has been identified in the investigation of resting-state
fMRI connectivity, i.e., the so-called salience network (Seeley
et al., 2007). This network is thought to highlight the (neural)
salience of external stimuli by increasing the amount of cognitive
resources available for their processing (Menon and Uddin, 2010;
Uddin, 2015). This is supposedly achieved by control signals from
the salience network to the fronto-parietal attention network,
which in turn effects the stimulus highlighted by the salience
network to have preferential access to the brain’s attentional and
memory resources (Sridharan et al., 2008; Menon and Uddin,
2010; Chen et al., 2013, 2016; Goulden et al., 2014). Given
that increased attentional precision in the present study lead to
increased activity in the upstream salience network independent
of age group, an important conclusion from our data may thus
be that willingly increasing the spatial precision of attention is a
function of the insula-cingulate salience network rather than the
fronto-parietal attention network. FIGURE 6 | (A) ANOVA (F-statistic) results of age differences for increased
demands in attentional precision (again based on the contrasts 2.8 > 5.6
arcmin for adults and 11-year-olds, and 5.6 > 11.2 arcmin for 7-year-old
children): Left superior and middle frontal gyrus (−24, 40, 36; Fmax = 15.86),
anterior cingulate cortex (14, 50, 12; Fmax = 19.5), left posterior cingulate
gyrus (−26, −36, 36; Fmax = 23.97), precuneus (4, −56, 36; Fmax = 15.4), left
superior/middle occipital gyrus (−20, −88, 22; Fmax = 11.69). (B) Mean
contrast-values (i.e., difference in beta-values between the respective easy
and difficult tracking condition) for the regions showing age-related differences
with increasing spatial precision. Error bars represent the 95% confidence
intervals. Statistical threshold: p < 0.05 (FEW corrected; cf. section “Materials
and Methods”). ACC, anterior cingulate cortex; PCG, posterior cingulate
gyrus; SFG, superior frontal gyrus. See Table 4 for further details. level; Dukette and Stiles, 2001; Harrison and Stiles, 2009). Anatomical region BA, approximate Brodmann’s area; Hem, hemisphere; L, left; R, right; MNI, coordinates referring to the Montreal Neurological Institute template brain included in the
SPM software package; Fmax, maximum F statistic in the cluster; k, cluster size in voxels. Activation is reported for a threshold of p < 0.05 (corrected), constituted by a
voxel-level threshold of p < 0.001 and a cluster-level threshold of k > 62 (determined using 3dClustSim). Within this network, the different components are ascribed
distinct and finely coordinated functions (Menon and Uddin,
2010). The FIC is assumed to be responsible for the detection
of behaviorally relevant or perceptually salient stimuli (Seeley
et al., 2007; Uddin, 2015), that is stimuli that are either of
high relevance for current behavioral goals or that exhibit a
high degree of sensory prominence relative to their background
(Santangelo, 2015). The FIC is supposed to be the ultimate
source of the control signals (Crottaz-Herbette and Menon, 2006;
Chand and Dhamala, 2016b) which are then passed on to
ACC (Menon and Uddin, 2010). The ACC is thought to sustain
the control signals initiated by the FIC and to promote those
signals firstly to the components of the fronto-parietal network
and secondly to cortical areas related to motion and action
(Crottaz-Herbette and Menon, 2006; Menon and Uddin, 2010;
Chand and Dhamala, 2016a). The fact that in the data presented
here activation around ACC spreads into motor areas like
SMA appears compatible with this assumption. Besides FIC and
ACC, the superior colliculi – that are not considered part of
the salience network – also showed increased activity during
increased attentional precision. Despite their subcortical location,
the superior colliculi are in fact generally considered to be an
integral part of the fronto-parietal attention network (Lovejoy
and Krauzlis, 2010; Baluch and Itti, 2011). Recent evidence
further suggests that the superior colliculi work in tight coupling
with the thalamus – a supposed subcortical component of the
salience network (Seeley et al., 2007) – to convey attentional
control (Wurtz et al., 2011). We thus suggest that the modulation
of visual processing required during increased spatial precision
is not accomplished by the cortical components of the dorsal
fronto-parietal attention network but by a routing of control
signals generated by the salience network via the thalamus
and superior colliculi. Anatomical region salience network is similar to adults by the age of seven (Fair et al.,
2012b; Power et al., 2012; Supekar and Menon, 2012; Grayson and
Fair, 2017). The results of this study deviate from earlier studies that
observed either a decrease (Supekar and Menon, 2012) or an
increase in FIC function with age in tasks requiring cognitive
control (for a review see Houdé et al., 2010). Instead an
astonishing stability of FIC activation across age was observed,
which suggests mature FIC function already from an early age. In contrast, under increased spatial precision demands, increased
activation in the most anterior part of ACC was observed in the
7-year-old sample compared to the two older samples. y
p
p
p
Findings from research on the development of functional
networks may help to elucidate this developmental change. Several studies have demonstrated that while the salience
network’s basic structure in children is similar to that of
adults, refinements take place as to the salience network’s
within- and between-network connectivity in several regards
(Fair et al., 2012a,b; Gu et al., 2015; Marek et al., 2015). Firstly,
studies have demonstrated that brain development between
childhood and adulthood is characterized by a trend from local
interconnectivity in children to long-range functional coupling in
adults (Fair et al., 2009). More specifically, these studies show that
connectivity between anatomically close regions of interest slowly
decreases until adulthood whereas long-range connectivity,
especially anterior-posterior links, gradually increases. Secondly,
the interplay between FIC and ACC (with the FIC being a
major source of control signals for ACC in adults; Menon and
Uddin, 2010) seems to change between childhood and adulthood
in that the directed causal influence of FIC on ACC has been
found to increase between childhood and adulthood (Supekar
and Menon, 2012). Thirdly, the salience network as a whole
as well as its individual components show age-related changes
in integration with other networks, especially the somatomotor
network presumably resulting in a more rapid access from the
salience network to the motor system to control goal-directed
behavior (Grayson et al., 2014; Marek et al., 2015). In sum, these
results indicate that a ‘calibration’ of ACC function both with
regard to within-network as well as with regard to between-
network interaction takes place during childhood (and into
adulthood). We speculate that these refinements come along
with altered ACC activation in younger children. The different Neural Mechanisms Underlying the
Resolution of the Focus of Attention Interestingly, the shift from (predominantly) local to holistic
processing seems to be related to morphometric gray matter
changes in regions similar to the ones identified in the present
study, i.e., the fronto-parietal attention network and primary July 2018 | Volume 9 | Article 1106 Frontiers in Psychology | www.frontiersin.org 11 Neurocognitive Development of Attentional Resolution Wolf et al. TABLE 4 | Age differences in activation elicited by increased demands in precision (based on contrasts for difficulty conditions 2.8 > 5.6 arcmin for adults and
11-year-olds, and 5.6 > 11.2 arcmin for 7-year-olds; cf. section “Age-Independent Mechanisms Underlying the Resolution of Attention”). MNI coordinates
Anatomical region
Hem
BA
k
Fmax
x
y
z
Anterior cingulate cortex, medial superior frontal gyrus
R
10/32
193
19.50
14
50
12
Superior frontal gyrus, middle frontal gyrus
L
9
64
15.86
−24
40
36
Posterior cingulate gyrus, postcentral gyrus, precentral gyrus, middle frontal gyrus
L
31
469
23.97
−26
−36
36
Precuneus, posterior cingulate gyrus, middle cingulate gyrus
R/L
7/31
535
15.40
4
−56
36
Superior occipital gyrus, middle occipital gyrus, middle temporal gyrus
L
18/19
122
11.69
−20
−88
22
BA, approximate Brodmann’s area; Hem, hemisphere; L, left; R, right; MNI, coordinates referring to the Montreal Neurological Institute template brain included in the
SPM software package; Fmax, maximum F statistic in the cluster; k, cluster size in voxels. Activation is reported for a threshold of p < 0.05 (corrected), constituted by a
voxel-level threshold of p < 0.001 and a cluster-level threshold of k > 62 (determined using 3dClustSim). Neurocognitive Development of the
Resolution of the Focus of Attention The networks recruited to handle increasing attentional precision
demands are remarkably similar in children and adults: already
participants from the 7-year-old sample activated the salience
regions discussed above as well as the superior colliculi and
thalamus. This result is consistent with developmental functional
connectivity studies suggesting that the basic organization of the July 2018 | Volume 9 | Article 1106 Frontiers in Psychology | www.frontiersin.org 12 Neurocognitive Development of Attentional Resolution Wolf et al. empirical findings offer different possible explanations. Increased
ACC activation in this age group may be a result of stronger
local frontal connectivity entailing stronger frontal activations
to accomplish the computations that adults conduct by relying
more on long-distance networks. Alternatively it may be a
consequence of weak control signals from FIC that necessitate
stronger involvement of the ACC to compensate for weaker
input from upstream FIC or it may be related to stronger
effort to forward information to downstream networks like the
somatomotor network. The appropriateness of these proposals
will have to be determined by further research. paradigm elicited very strong behavioral effects of age group and
distance (effect sizes of η2 = 0.86 and η2 = 0.61, respectively)
and for their interaction (η2 = 0.53). Also, the activation effects
obtained in the present study were strong, particularly the age
effects on attentional resolution, which are at the focus of our
interest (cf. Table 4). Our study, thus, does not seem to suffer
from a general problem in identifying attention-related brain
activations or developmental age effects. Nevertheless, we cannot
exclude that power may be insufficient for observing more subtle
effects. Future studies with larger sample sizes will have to resolve
this. Relating the changes in ACC activation to behavioral
development, the aforementioned spatial processing framework
might provide yet another account for age effects. According
to this framework, the youngest age group – in contrast to
the two older two age groups – might represent the to-be-
tracked dot in a topological, one-object-unit mode. However,
representation of the complete configuration might indeed be
helpful when tracking objects (as this might improve the ability
to, e.g., calculate trajectories, remember object locations etc.;
Allen et al., 2004; Oksama and Hyönä, 2004; Scholl, 2009). Presumably, making use of these abilities is especially helpful
when the objects within the display get closer (Dukette and
Stiles, 2001). FUNDING This research was funded by the Initiative for the Development
of Scientific and Economic Excellence of the state of Hessen
(LOEWE; IDeA-Center) and by an Emmy Noether grant from
the German Research Foundation (DFG FI848/3-1 to CF). CF
was further supported by a Consolidator grant from the European
Research Council (ERC Grant Agreement No. 617891). ACKNOWLEDGMENTS We thank Ulrike Basten for her comments on an earlier version of
this manuscript and Alexandra Tinnermann for assistance during
data collection. We also thank the headmasters and teachers of
several Frankfurt elementary and secondary schools for giving us
the opportunity to recruit our participants among their students. Neurocognitive Development of the
Resolution of the Focus of Attention Given the limitations of the spatial representation
system available to young children, increased ACC involvement
in this group might represent a compensatory mechanism, e.g., by
increasing the salience of the single to-be-tracked object which is
still represented in a less elaborated spatial mode in order to fulfill
the task in a successful manner. AUTHOR CONTRIBUTIONS KW, RD, TP, and CF conceived and planned the experiments. KW, EGW, JvdB, SV, and UN performed the experiments. KW,
EGW, and CF analyzed the data. KW and CF interpreted the data
and wrote the manuscript. EGW, JvdB, and RD critically revised
the manuscript. All authors approved the version to be published. CONCLUSION This study demonstrates that general maturation principles apply
to central aspects of selective attention, i.e., the ability to track
a target with attention and the ability to select targets with
increasingly fine-grained attentional precision. Firstly, the core
networks supporting both abilities are principally on-line from an
early age on. However, secondly, refinements are both observed
in quantitative and qualitative terms and can be interpreted as
an optimized recruitment of structures needed to perform the
task at hand. More generally, the results of this study support
an emerging picture of increased use of more widely distributed
and functionally specialized networks with development. This
neurofunctional change enables the developing observer to
perform visuo-attentional tasks with increasing spatial precision. Apart from activation in the insula-cingulate salience network,
a number of further areas showed increased precision-related
activity especially in the youngest sample. Such activations
in additional, i.e., not typically task-related areas in children
are common in developmental fMRI studies (e.g., Konrad
et al., 2005; Velanova et al., 2008; Rubia et al., 2010) and
interpreted either in terms of inefficient or compensatory
recruitment forced by the fact that mature networks cannot yet
be activated by younger children (e.g., Geier et al., 2009) or
as a result of still-changing communication between networks
during childhood and adolescence (Gu et al., 2015; Marek et al.,
2015). A region that frequently shows such properties is the
precuneus (e.g., Scherf et al., 2006; Velanova et al., 2009). It
was proposed that additional precuneus recruitment may reflect
children’s limited access to other parietal regions responsible
for more sophisticated processing in adults (Scherf et al., 2006). Interestingly, in the present study precuneus as well as posterior
cingulate gyrus and lateral occipital cortex showed a common
developmental pattern characterized by greatest recruitment in 7-
year-olds, significantly reduced activation during late childhood,
and an intermediate level of activation in adults. Older children
thus seem to rely less on these areas than the other two age
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cercor/bhn012 Conflict of Interest Statement: The authors declare that the research was
conducted in the absence of any commercial or financial relationships that could
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Naumer, Pfeiffer and Fiebach. 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. Vuontela, V., Jiang, P., Tokariev, M., Savolainen, P., Ma, Y., Aronen, E., et al. (2013). Regulation of brain activity in the fusiform face and parahippocampal
place areas in 7-11-year-old children. Brain Cogn. 81, 203–214. doi: 10.1016/j. bandc.2012.11.003 Wendelken, C., Baym, C. L., Gazzaley, A., and Bunge, S. A. (2011). Neural indices of
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https://openalex.org/W4233787419
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https://www.researchsquare.com/article/rs-35908/latest.pdf
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English
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Education in A New Place and Social Support Are Needed to Improve The Health of North Korean Defectors: A Cross-Sectional Study
|
Research Square (Research Square)
| 2,020
|
cc-by
| 5,580
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Education in a new place and social support are
needed to improve the health of North Korean
defectors: A cross-sectional study
Jihyun Lee
Seoul National University School of Dentistry
Yui Park
Seoul National University School of Dentistry
DONGHUN HAN
(
dhhan73@snu.ac.kr
)
Seoul National University School of Dentistry
https://orcid.org/0000-0001-6427-3137
Ji Won Yoo
University of Nevada Las Vegas
Wenlian Zhou
University of Nevada Las Vegas
Pearl Kim
University of Nevada Las Vegas
Jay J. Shen
(
jay.shen@unlv.edu
)
University of Nevada Las Vegas
Research
Keywords: Education, North Korean defectors, Self-rated health, Social support
Posted Date: June 18th, 2020
DOI: https://doi.org/10.21203/rs.3.rs-35908/v1
License:
This work is licensed under a Creative Commons Attribution 4.0 International
License
Read Full License Abstract Background
The number of North Korean defectors (NKDs) escaping to South Korea has increased. The
health status of NKDs is an essential factor for a successful settlement into South Korean society. However, no studies have been conducted on the health status of NKDs in terms of education and social
support. The aim of this study was to determine the effects of education and social support on the self-
rated health status among NKDs. Methods
This study utilized data gained from face-to-face interviews
with 126 NKDs. A multivariable logistic regression and path analysis were performed to assess the
effects of education in South Korea and social support with their self-rated health status and to explore
the complex relationships between direct and indirect effects of the variables. Results
NKDs who did not
experience regular education in South Korea responded that they were in poor health compared to their
counterpart (OR=5.78). Although a direct association between education in South Korea and self-rated
health was not shown, there was an indirect path from education in South Korea to self-rated health
through social support. Conclusions
Participation in regular education is important for the health status
of NKDs. Social policies and NKD assistance programs should consider and reflect the combination of
education and social support interventions relevant to the health status of NKDs. Research Keywords: Education, North Korean defectors, Self-rated health, Social support
Posted Date: June 18th, 2020
DOI: https://doi.org/10.21203/rs.3.rs-35908/v1
License:
This work is licensed under a Creative Commons Attribution 4.0 International
License. Read Full License License:
This work is licensed under a Creative Commons Attribution 4.0 International
License. License:
This work is licensed under a Creative Commons Attribution 4.0 International
License. Read Full License Page 1/15 Background North Korea’s economic difficulties after the fall and dissolution of communism in Eastern Europe and the
Soviet Union and a great flood in 1995 that caused the Great Famine led to the deaths of millions of
North Koreans due to starvation and hunger-related illnesses during the late 1990s [1]. Since then, many
North Korean defectors (NKDs) have escaped to South Korea. The highest concentration of military
power in the world is on the border between North and South Korea, so NKDs often pass through third
countries such as China, Thailand, and Laos to enter South Korea. Despite the huge barriers and great
danger, the number of NKDs entering South Korea has been steady at 1000 ~ 2000 annually since 2002,
and the cumulative total by September 2019 was 33,247 [2]. Despite the financial and medical support by Korean Government, NKDs have experienced various
difficulties in settling into South Korean society and managing their health conditions [3]. According to a
survey of NKDs in 2018, 62.2% of NKDs suffered from stress in overall daily life, while only 54.4% of
South Koreans suffered from stress. Furthermore, 14.6% of NKDs had suicidal thoughts compared to
5.1% of South Koreans. Moreover, a particularly notable part was that the "physical/mental illness and
disability" was the second highest cause of suicidal ideation (23.3%) [4]. Education can be considered as one of the most critical factors that potentially affect the adjustment of
NKDs to South Korean society and their health. The health effects of education attainment against risk of
morbidity and mortality are well established [5–7]. High education is shown to protect against a decline
in self-rated health (SRH) [8, 9], chronic disease [10], and mortality [11]. As another essential component
of human life, social support has been known to be associated with health and well-being. Social Page 2/15 Page 2/15 isolation entails a mortality risk comparable in magnitude to that of smoking, a sedentary lifestyle,
obesity, and alcohol abuse [12]. Previous evidence suggests that education and social relationships interact with each other to affect
health. Some research in this area has found that the protective effects of social support on health are
stronger among individuals with high education levels [13, 14]. These studies have demonstrated that
those with high levels of education benefit most from the protective qualities of social support, and the
social support-health connection is almost nonexistent among those with lower levels of education. Methods This was a cross-sectional study to assess the association of education and social support with self-
rated health. It was approved by the Institutional Review Board of the Seoul National University School of
Dentistry (No.S-D20170041). Background Conversely, one study found that the protective qualities of social support are stronger among individuals
who are less educated [15]. Yet, additional empirical evidence has demonstrated that social support is
predictive of worse, rather than better health outcomes among individuals with a low level of education
[13, 14]. Education is not only a determinant of health but also an opportunity to form social relationships. Especially for NKDs, being a part of a social community in South Korean society, such as a regular
education in South Korea, provides them with good opportunities to receive social support and may have
an important health-promoting impact. Previous studies [16, 17] showed that facilitating the visit of
educational institutions for refugees is an essential factor for successful social inclusion. However, literature is scarce on the exact nature of the links among education in South Korea, social
support, and self-rated health status among NKDs. We hypothesized that education in South Korea,
social support, and self-rated health status would be directly associated with each other. We also
hypothesized that education in South Korea would be directly and indirectly associated with self-rated
health status through social support. Therefore, the aims of this study was to identify the individual
effects of education and social support on the self-rated health status, respectively, and then to further
assess the path from education in South Korea to self-rated health status through social support among
NKDs. Variables The dependent variable was self-rated health status. It was measured with a 5-point scale (very good,
good, moderate, poor, and very poor) and reclassified into two groups (good/moderate and poor). Independent variables were education in South Korea and social support. Education in South Korea was
reclassified into 1) college or more, 2) middle/high school, and 3) no education experience in South
Korea. Social support score was measured by the Korean version of the Duke-UNC social support
questionnaire which was developed by Suh et al. [18] The tool consists of 13 questions with a 5-point
scale. After summing up, the score ranges from 13 to 65 points, and a higher score indicates more social
support. The reliability of the Korean version of the Duke-UNC social support questionnaire was a
Cronbach's ⍺=0.89 at the time of its development. Social support was categorized as a lower/higher
group based on the median score (34 point). Confounding variables were age (continuous), gender (male/female), living with family (yes/no),
residence period in South Korea (continuous), smoking (yes/no), and drinking (yes/no). Residence period
in South Korea was calculated by months from entrance date into South Korea to October 2017 when the
data collection was completed. Participants The study participants were recruited with cooperation from the Hana Center, alternative schools for
NKDs and the Catholic Bishop's Conference of Korea National Reconciliation Committee in Seoul and
Gyeonggi Province. A total of 137 participants were recruited, and the purpose and method of this study
were explained to them. All the participants voluntarily agreed to join this study and gave their written
consent. The criteria for selection and exclusion were as follows. Page 3/15 Page 3/15 - Selection criteria · those who completed education at the Hana center · those who completed education at the Hana center · those who can read and answer the questionnaire by themselves or who can listen to the explanation of
the questionnaire and answers · those who can read and answer the questionnaire by themselves or who can listen to the explanation of
the questionnaire and answers · those willing to participate in this study - Exclusion Criteria · those with a severe mental illness condition · those who want to quit Statistical analysis After excluding missing values, 126 participants were included in the final sample for analysis. The
characteristics of the participants were analyzed using frequency, percent, means, and standard
deviations. Chi-square tests for categorical variables and independent t-tests for continuous variables
were used to assess the associations of education in South Korea and confounders with subjective poor
health (Table 1). The association between social support and self-rated health status (Supplementary
Table 1 and Fig. 1) and the association between social support and education in South Korea
(Supplementary Table 2 and Fig. 2) were evaluated by analysis of variance (ANOVA) and analysis of
covariance (ANCOVA) controlling for confounders, respectively. The association between education in
South Korea and subjective poor health was assessed using logistic regression models adjusting for the Page 4/15 above mentioned confounders (Model 1 in Table 2). Social support was regarded as a mediator, and
logistic regression analysis was done controlling for confounders in model 1 and social support (Model 2
in Table 2). The role of the social support was evaluated by the percent (%) excess odd explained, which
was calculated as [(ORadj confounders – ORadj confounders + mediator) / (ORadj confounders -1) X 100 (%)] in this above mentioned confounders (Model 1 in Table 2). Social support was regarded as a mediator, and
logistic regression analysis was done controlling for confounders in model 1 and social support (Model 2
in Table 2). The role of the social support was evaluated by the percent (%) excess odd explained, which
was calculated as [(ORadj confounders – ORadj confounders + mediator) / (ORadj confounders -1) X 100 (%)] in this
study [19]. The % excess odd explained represents the degree to which a mediator explains the
relationship between education in South Korea and subjective poor health. Finally, to assess the direct
and indirect effects of the education of NKDs in South Korea on their health, we set up a model that
hypothesizes that education in South Korea affects their SRH directly and indirectly by their perceived
social support. A path analysis was conducted using AMOS 23.0 [20]. Path coefficients were estimated
by maximum likelihood estimation. Maximum Likelihood Bootstrapping was conducted to test the
significance of the indirect effect with bootstrap samples of 2,000 and 95% bias-corrected confidence
intervals. Model fit was evaluated with proper indices. Statistical analysis Table 1
Related factors of self-rated health status among North Korean defectors (n = 126)
Self-rated health status
Independent Variables
good/moderate
poor
(n = 98)
(n = 28)
p-Value
Age (years)
29.88 [14.71]
48.89 [16.98]
< 0.001
Gender
Male
29 [29.6]
2 [7.1]
0.029
Female
69 [70.4]
26 [92.9]
Living with family
No
25 [25.5]
10 [35.7]
0.288
Yes
73 [74.5]
18 [64.3]
Residence period in South Korea (months)
67.35 [53.50]
97.93 [52.20]
0.009
Smoking
Yes
19 [19.4]
3 [10.7]
0.286
No
79 [80.6]
25 [89.3]
Drinking
Yes
66 [67.3]
14 [50.0]
0.093
No
32 [32.7]
14 [50.0]
Education in South Korea
No
16 [16.3]
16 [57.1]
< 0.001
Middle/high school
46 [46.9]
7 [25.0]
College or more
36 [36.7]
5 [17.9]
Notes. Means for continuous variables are reported with standard deviation in brackets. Frequencies
for categorical variables are reported with column percent in brackets. p-values were obtained by
independent t-test in continuous variables and chi-square test in categorical variables. Table 1 Notes. Means for continuous variables are reported with standard deviation in brackets. Frequencies
for categorical variables are reported with column percent in brackets. p-values were obtained by
independent t-test in continuous variables and chi-square test in categorical variables. Page 5/15 Page 5/15 Table 2 Table 2
Unadjusted and adjusted social support score according to self-rated health status
Social support score
Self-rated health status
p-Value
Very good
(n = 10)
Good
(n = 39)
Moderate
(n = 49)
Poor
(n = 18)
Very poor
(n = 10)
Unadjusted
Mean
27.60a
32.00ab
34.27abc
36.67bc
41.30c
0.001
[SD]
[9.66]
[8.15]
[6.76]
[8.27]
[7.51]
Adjusted
Mean
28.47a
32.06ab
34.13bc
37.20 cd
39.86d
0.007
[SE]
[2.37]
[1.18]
[1.07]
[1.84]
[2.47]
Unadjusted means are reported with standard deviation in brackets. Adjusted means are reported with
standard error in brackets. p-values were obtained by ANOVA and ANCOVA controlling for age, gender,
living with family, residence period in South Korea, smoking, and drinking. SD = standard deviation;
SE = standard error. Unadjusted means are reported with standard deviation in brackets. Adjusted means are reported with
standard error in brackets. p-values were obtained by ANOVA and ANCOVA controlling for age, gender,
living with family, residence period in South Korea, smoking, and drinking. SD = standard deviation;
SE = standard error. Results Descriptive results are listed in Table 1. Age ranges from 13 to 74 years old (mean age: 34.1 years old)
and 41.3% were in their twenties. The NKDs were dominantly females (75.4%) and most of them lived
with family (72.2%). The range of the residence period in South Korea was 1 to 213 months (mean length
of residence in South Korea: 74.14 months), and two thirds of the participants lived in South Korea for 1
~ 5 years (37.3% for 12 ~ 59 months and 31.7% for 60 ~ 119 months). Smokers and drinkers were 17.5%
and 63.5%, respectively. Additionally, 78.6% of the participants completed a regular educational curriculum in South Korea. The
average score of social support was 33.9 with a minimum score of 13 and a maximum score of 51
points. Subjective health conditions showed that "good" and "moderate" were 38.9%, respectively, which
surpassed “poor” (22.2%). ANOVA and ANCOVA results are presented in Tables 2 and 3. The association between social support and
self-rated health status is shown in Table 2. Social support scores increased as self-rated health status
deteriorated. Individuals with at least a college degree reported a lower social support score (that is, a
high social support status) than those who had less than a college degree (Table 3). Page 6/15 Table 3 Table 3 d social support score according to education in South Korea d and adjusted social support score according to education in South Korea Unadjusted and adjusted social support score according to education in South Korea
Social support score
Education in South Korea
p-Value
College or more
(n = 41)
Middle/high school
(n = 53)
No
(n = 32)
Unadjusted
Mean
31.29a
33.77ab
37.59b
0.004
[SD]
[8.45]
[7.77]
[7.50]
Adjusted
Mean
31.90
33.05
38.01
0.020
[SE]
[1.27]
[1.14]
[1.63]
Unadjusted means are reported with standard deviation in brackets. Adjusted means are reported with
standard error in brackets. p-values were obtained by ANOVA and ANCOVA controlling for age, gender,
living with family, residence period in South Korea, smoking, and drinking. SD = standard deviation;
SE = standard error. Unadjusted means are reported with standard deviation in brackets. Adjusted means are reported with
standard error in brackets. p-values were obtained by ANOVA and ANCOVA controlling for age, gender,
living with family, residence period in South Korea, smoking, and drinking. SD = standard deviation;
SE = standard error. Unadjusted means are reported with standard deviation in brackets. Adjusted means are reported with
standard error in brackets. p-values were obtained by ANOVA and ANCOVA controlling for age, gender,
living with family, residence period in South Korea, smoking, and drinking. SD = standard deviation;
SE = standard error. In an adjusted logistic regression analysis controlling for age, gender, living with family, residence period
in South Korea, and smoking and drinking, those who did not experience a regular educational curriculum
in South Korea showed 5.78 odds of self-reported poor health (Model 1 in Table 4, p-value = 0.024). This
association was attenuated to 3.95 in model 2 (p-value = 0.096). The % excess odd explained for no
educational experience in South Korea was 38.23% when social support was included in model 2. Table 3 Page 7/15 Page 7/15 Table 4 Table 4
Association between education in SK and subjective poor health
Independent Variables
Model 1
Model 2
Odds Ratio
95% CI
Odds Ratio
95% CI
Education in SK
College or more
1.00
[Reference]
1.00
[Reference]
Middle/high school
2.05
[0.47–8.95]
2.11
[0.46–9.67]
No
5.78
[1.26–26.57]
3.95
[0.78–19.93]
Age
(years, continuous)
1.05
[1.00-1.09]
1.04
[1.00-1.09]
Gender
(reference = male)
5.53
[0.56–54.47]
8.20
[0.70-96.59]
Living with family
(reference = yes)
2.48
[0.84–8.51]
1.58
[0.46–5.39]
Residence period in SK
(months, continuous)
1.00
[0.99–1.02]
1.01
[0.99–1.02]
Smoking
(reference = no)
3.23
[0.40-26.03]
5.85
[0.57–60.34]
Drinking
(reference = no)
1.25
[0.36–4.35]
1.05
[0.28–3.90]
Social support
(score, continuous)
1.10
[1.02–1.18]
Model1 was adjusted for age, gender, living with family, residence period in SK, smoking, and drinking. Model2 was adjusted for age, gender, living with family, residence period in SK, smoking, drinking, and
social support. CI = confidence interval; SK = South Korea. We evaluated the path model of direct and indirect effects between the three variables of interest, namely
education in South Korea, social support, and self-rated health status along with a control variable age. As shown in Fig. 1 and Table 5, the path from Education in South Korea to SRH was not significant, in Association between education in SK and subjective poor health We evaluated the path model of direct and indirect effects between the three variables of interest, namely
education in South Korea, social support, and self-rated health status along with a control variable age. As shown in Fig. 1 and Table 5, the path from Education in South Korea to SRH was not significant, in
other words, the direct effect of education was not supported (p = 0.064). Paths from education to social
support (β = 0.30, p = 0.001) and from social support to health (β = 0.30, p = 0.001) were all statistically
significant, and the strength was big as the effect of age on health (β =-0.31, p = 0.001). Thus, education Page 8/15 in South Korea did not directly affect SRH but did indirectly affect it through social Support. The fit of the
path model was assessed using the indices: χ2/df = 2.64; Normed Fit Index (NFI) = 0.945; Comparative Fit
Index (CFI) = 0.961; and Standardized Root Mean Square Residual (SRMR) = 0.0107. All the indices were
above the recommended criteria for good or fit [21]. Table 3 Table 5
Direct, indirect and total effects of Education in South Korea on Self-rated Health
Dependent Variable
Independent Variable
Direct
Effect
Indirect
Effect
Total
Effect
R2
Self-rated Health
Education in South Korea
0.16
0.089**
0.25**
0.29
Social Support
0.30***
0.30**
Age
-0.31***
-0.31**
Social Support
Education in South Korea
0.30***
0.30**
0.09
*p < 0.05, **p < 0.01, ***p < 0.001 Discussion In other words, education affects health indirectly through social support. This result is not
consistent with other studies [5–9] that argued a direct education effect on health. However, the
significant path from education to social support and the one from social support to health were in
agreement with previous studies. Previous evidence has supported that greater social support is
associated with more education [30, 31]. Formal education may promote interpersonal skills and
friendships and provide more resources (e.g., income and leisure time) to develop and maintain
relationships [32]. Social support may also promote healthier lifestyles by enhancing individuals’
motivation, normative environment, and access to information [33–35]. The significant indirect effect of
education on health through social support is in the same line with studies showing that education and
social relationships interact with each other to affect health [13, 14]. It is noteworthy that the strength of
this indirect effect of education (0.25) and direct effect of social support (0.30) on health is comparable
to the strength of the age effect (-0.31) on health. There could be many other mediating factors between
education and health. In this study, we proposed social support as one of the factors. Further study is
recommended to discover other factors that link education and health. Therefore, based on our findings,
there is a need for a policy enforcing education and social integration activities in the NKD group for their
health. This study has limitations. First, the selection of study participants was restricted. There are 33247 NKDs
throughout South Korea. However, the participants in this study were selected by a snowball sampling
method mainly from the residents in the Seoul and Gyeonggi metropolitan areas. Therefore, the study
participants may not be considered as a representative sample of the NKD population. This led to a wide
range for the confidence interval in the results of the logistic regression analysis in this study. Therefore,
the interpretation of the study results should be performed carefully. However, considering the limited
opportunities to contact NKDs and restrictions on information collection from NKDs, these limitations are
inevitable. Second, because this study was a cross-sectional survey research, it is difficult to infer
causality among the variables. A well-designed longitudinal follow-up study will be needed to find
underlying factors affecting the health status of NKDs on which proper health promotion and intervention
strategies and programs can be developed. Discussion This study analyzed the association of receiving education in South Korea and social support with self-
reported health status among NKDs and the link among those three variables. This is the first study that
observed the independent main effect of receiving education in South Korea on health among NKDs. Our
findings indicate that receiving education in South Korea is positively associated with self-rated health
status, even when potential confounding factors are taken into consideration. Like other populations,
educational attainment is a significant predictor of morbidity, mortality, and other indices of physical
health among NKDs [22–24]. Receiving education in South Korea among NKDs is also significantly
associated with social support. Those with college education in South Korea, relative to those without,
had a higher level of social support. It is evident that education in South Korea is associated with
psychological aspects of health that may be considered as an important part of social relationships. Our findings also indicate that social support is positively associated with better health. The buffering
hypothesis suggests that social support affects health by attenuating the physiological effects of
psychosocial stress [25]. Social support has been shown to have both buffering effects and direct
beneficial effects on general morbidity [26, 27]. Evidence suggests that socioeconomic status (SES) and
social relationships can interact with each other to affect health. Some studies have found that the
protective qualities of social support are stronger among individuals with a low SES [15, 28]. Social
support is particularly important for individuals with a lower SES. However, some research reports that the
protective effects of social support on health are stronger among individuals with a high SES [13, 14, 29]. Page 9/15 This study’s finding further supports that not only receiving education in South Korea is associated with
the health status of NKDs—independence of socio-demographic factors and health behaviors—but that
also social support has an important role in the association between education in South Korea and self-
rated health among NKDs. However, we are not clear on the exact pathway from education to health
which remains to be elucidated. The hypothesis that is the most interesting to us is the potential effects of receiving education in South
Korea on self-rated health either through social support or not. Our finding showed that education in
South Korea did not directly affect their health, but education leads to social support, which affects their
health. Abbreviations ANCOVA
analysis of covariance
ANOVA
analysis of variance
CFI
Comparative Fit Index
NFI
Normed Fit Index
NKDs
North Korean defectors
SES
socioeconomic status
SRH
self-rated health
SRMR
standardized root mean square residual Discussion Third, although the questionnaires used in this study had
proven validity and reliability, it was still challenging for some NKDs with different social and cultural
backgrounds to fully understand and answer the questionnaires. It is necessary to develop tools to better
measure the health status of this vulnerable group. Page 10/15 Ethics approval and consent to participate This study was approved by the Institutional Review Board of the Seoul National University School of
Dentistry (No.S-D20170041). Informed consent was obtained from all participants. Conclusions Despite the aforementioned limitations, this study has some vital findings. The NKDs encounter
challenges in adapting to a new political and social system in South Korea. To assist NKDs to overcome
these challenges and improve their health condition, social integration policies and interventions focusing
on enrollment in regular education curriculums/programs and participating in social interaction activities
are essential. Further research should develop related intervention programs for NKDs and assess their
outcomes. Consent for publication Informed consent was obtained from all participants. Authors' contributions All authors have made substantial contributions to conception and design of the study. Han DH and Shen
JJ contributed equally to conception, design, and interpretation of study. Lee J drafted this manuscript. Park Y carried out the survey and made a dataset. Yoo JW, Kim P, and Zhou W revised it critically for
important intellectual content. All authors have given final approval of the version to be published. Availability of data and materials Availability of data and materials Page 11/15 The datasets used and/or analysed during the current study are available from the corresponding author
on reasonable request. Acknowledgements Not applicable. Funding This was a self-funded study. Dental Research Institute supported the cost of English editing. was a self-funded study. Dental Research Institute supported the cost of Eng Competing interests The authors declare that they have no competing interests. References 1. Noland M, Robinson S, Wang T. Famine in North Korea: Causes and Cures. Econ Dev Cult Change. 2001;49:741–67. 2. Ministry of Unification. Settlement Support for North Korean Defectors. 2020. https://www.unikorea.go.kr/eng_unikorea/whatwedo/support/ Accessed 06 May 2020. 3. Park SM. Primary health care for vulnerable population. Korean J Fam M 4. Korea Hana Foundation. 2018 Social Integration Survey of North Korean Refugees in South Korea. Seoul: Korea Hana Foundation; 2019. p. 85–87. 5. Baker DP, Leon J, Smith Greenaway EG, Collins J, Movit M. The education effect on population
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support moderate the effect of children's motivation and self-efficacy on physical activity and
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support moderate the effect of children's motivation and self-efficacy on physical activity and
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support moderate the effect of children's motivation and self-efficacy on physical activity and
sedentary behaviour? Psychol Sport Exerc. 2017;32:153–61. Figures Page 14/15 Figure 1
Path diagram of direct and indirect effects of Education in South Korea on Self-rated Health. *p < 0.05,
**p < 0.01, ***p < 0.001 Figure 1 Path diagram of direct and indirect effects of Education in South Korea on Self-rated Health. *p < 0.05,
**p < 0.01, ***p < 0.001 Path diagram of direct and indirect effects of Education in South Korea on Self-rated Health. *p < 0.05,
**p < 0.01, ***p < 0.001 Page 15/15 Page 15/15
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Endothelial cells influence the sodium nitroprusside mediated inhibition of platelet aggregation by an as yet unkown pathway
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Abstract In addition, Suzuki and
coworkers suggest a synergistic effect of SNP and fi-
brinolytic agents [10]. In vitro studies have shown that
NO inhibits platelet adhesion to endothelial cells [11] as
well as platelet aggregation [12,13], platelet activation
[5-7,14,15] and clot formation [16,17] and thrombus
growth under shear stress [18]. However, these results
could not always be confirmed by in vivo studies. Several
studies have been performed investigating the mechan-
ism of SNP action on platelet aggregation, but the exact
means of interaction still is not understood [19,20]. Most
authors confirm the NO dependent inhibition of platelet
activation by SNP. Woods and coworkers clearly demon-
strated that the platelet response to SNP in hyperten-
sives is lower due to reduced sensitivity of the platelets
to NO [21]. Sogo and coworkers showed that in the ab-
sence of endothelial cells the effect of SNP is exclusively
cGMP dependent, which is in accordance with our
results [22]. In addition this direct interference with Topf et al. Thrombosis Journal 2012, 10:6
http://www.thrombosisjournal.com//10/1/6 Topf et al. Thrombosis Journal 2012, 10:6
http://www.thrombosisjournal.com//10/1/6 Endothelial cells influence the sodium
nitroprusside mediated inhibition of platelet
aggregation by an as yet unkown pathway Hans-Georg Topf*, Manfred Rauh, Wolfgang Rascher, Jörg Dötsch and Jens M Klinge Hans-Georg Topf*, Manfred Rauh, Wolfgang Rascher, Jörg Dötsch and Jens M Klinge © 2012 Topf 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. Abstract The clinical use of Sodium nitroprusside (SNP) may be associated with an alteration of platelet function. The main
focus of this study was the effect of SNP on platelet aggregation in the absence or presence of endothelial cells. Methods: Platelets were incubated with different concentrations of SNP with and without endothelial cells. Platelet
aggregation was induced by ADP. Results: Platelet aggregation was significantly inhibited by all concentrations of SNP. Endothelial cells significantly
increased this inhibitory effect of SNP. Time course studies showed an inverse correlation of incubation time to
platelet aggregation inhibition in the absence of endothelial cells, and a direct correlation in the presence of
endothelial cells. Blocking platelet and endothelial cell guanylate cyclase with 1 H-(1,2,4)-oxadiazolo(4,3-a)
quinoxalin-1-one (ODQ), or pretreatment of the endothelial cells with cyclooxygenase – inhibitors, had no influence
on the increased inhibitory effect of the endothelial cells. Cyanide reversed the inhibitory effect of SNP completely. Conclusion: Endothelial cells play an important role in the SNP mediated inhibition of platelet aggregation. The
effect is reversible only by cyanide, not by blocking classical NO signal transduction. Keywords: Nitric oxide (NO), Platelet aggregation, Sodium-nitro-prusside (SNP), Cyanide, Endoth Similar results confirming the synergistic effect of NO
donors and other antiplatelet drugs, could be demon-
strated by Negrescu et al. [9]. In addition, Suzuki and
coworkers suggest a synergistic effect of SNP and fi-
brinolytic agents [10]. In vitro studies have shown that
NO inhibits platelet adhesion to endothelial cells [11] as
well as platelet aggregation [12,13], platelet activation
[5-7,14,15] and clot formation [16,17] and thrombus
growth under shear stress [18]. However, these results
could not always be confirmed by in vivo studies. Several
studies have been performed investigating the mechan-
ism of SNP action on platelet aggregation, but the exact
means of interaction still is not understood [19,20]. Most
authors confirm the NO dependent inhibition of platelet
activation by SNP. Woods and coworkers clearly demon-
strated that the platelet response to SNP in hyperten-
sives is lower due to reduced sensitivity of the platelets
to NO [21]. Sogo and coworkers showed that in the ab-
sence of endothelial cells the effect of SNP is exclusively
cGMP dependent, which is in accordance with our
results [22]. In addition this direct interference with Similar results confirming the synergistic effect of NO
donors and other antiplatelet drugs, could be demon-
strated by Negrescu et al. [9]. * Correspondence: hans-georg.topf@uk-erlangen.de
Klinik für Kinder und Jugendliche, University of Erlangen-Nuremberg,
Loschgestr 1591054, Erlangen, Germany Introduction The administration of Sodium nitroprusside (SNP) is a
highly effective strategy in pulmonary and systemic
hypertension crisis, both in adults and in neonates [1,2]. The most common SNP application is intravenous, but
inhalation and endotracheal application is used as well
[3,4]. The main mechanism of action may be explained
by the release of NO which results in a dilation of small
vessels both in the systemic and the pulmonary circula-
tion. A well known side effect of NO is the inhibition of
platelet function [5,6]. This interference of platelet acti-
vation is due to the stimulation of the soluble guanylate
cyclase which increases the concentration of cGMP and
inhibits the calcium-dependant platelet activation [7]. Just recently Jensen et al. published a study on the po-
tential
synergistic
effect
of
Dipyridamole
and
NO
donors, such as sodiumnitroprusside, to prolong the in-
hibition of thrombin-induced platelet shape change. [8] * Correspondence: hans-georg.topf@uk-erlangen.de
Klinik für Kinder und Jugendliche, University of Erlangen-Nuremberg,
Loschgestr 1591054, Erlangen, Germany Page 2 of 5 Topf et al. Thrombosis Journal 2012, 10:6
http://www.thrombosisjournal.com//10/1/6 controls. To study the effect of endothelial cells on ag-
gregation, the incubation was performed on culture
plates with, and without endothelial cells. platelet activity, cGMP stimulates cyclooxygenase activ-
ity in endothelial cells, resulting in increased concentra-
tions of prostacyclins and the subsequent inhibition of
platelet activation [23-25]. SNP concentrations were 100 μM, 500 μM and
1000 μM. Time course studies were performed with
100 μM SNP, and incubation times of the whole blood
samples were 0, 1, 2 and 4 hours. As well as this NO dependent effect other mechanisms
seem to have an important impact on the inhibitory ac-
tion of SNP in the presence of endothelial cells. Levin
et al. already mentioned that the supernatant taken from
SNP-incubated endothelial cells, had a surprising inhibi-
tory effect on platelet aggregation not due to NO alone
[26]. As total centrifugation time was 20 minutes (s. below)
and SNP was added to the whole blood sample before
centrifugation contact time between SNP and platelets
was at least 20 minutes. Samples were kept at 37°C dur-
ing the whole experiment. In the present study we wanted to evaluate the role of
endothelial cells on the antiaggregatory effect of SNP. Material and methods
Reagents Sodium nitroprusside (SNP), Cyanide and ADP were pur-
chased from Sigma laboratories and 1 H-(1,2,4)oxadia-
zolo(4,3-a)quinoxalin-1-one (ODQ) was purchased from
Alexis Biochemicals. PBS was obtained from Boehringer,
Germany and Protaminhydrochloride (Protamin ICN
1000) was from ICN, Frankfurt, Germany. Acetyl sali-
cylic acid (ASS) was obtained from Bayer, Leverkusen,
Germany and indomethacin (Liomethacin) was purchased
from Chiesi Pharmaceutica, Parma, Italy. To study whether SNP has an effect on the endothelial
production of prostaglandins by activating cyclooxy-
genases (COX I and II), two cyclooxygenase inhibitors,
acetylsalicylic acid and indomethacin were used. Endo-
thelial cells were incubated for 5 min with 3 ml of either
1 mM acetylsalicylic acid or 10 μM indomethacin. Suffi-
cient suppression of the cyclooxygenases in HUVEC by
ASA or indomethacin has been previously described
[28]. After thorough washing with PBS the experiments
were repeated as described above. Platelet aggregation
f For preparation of platelet-rich plasma the whole blood
samples were centrifuged for 10 minutes at 800 r.p.m. Platelet-poor plasma was obtained by further centrifuga-
tion of PRP at 3800 r.p.m for 10 minutes. Platelet count
was then adjusted with PPP to 250,000/μL. Platelet re-
sponse to ADP (20 μM) was recorded with a Lumiag-
gregometer (Aggregometer 840, Elvi). Introduction An additional aim was to investigate wether the time
span between the incubation of platelets with SNP and
measurement of the antiaggregatory effect provides an
explanation for the sometimes contradictory results of
in vitro and in vivo studies. The third goal was to test
the reversibility of the antiaggregatory effects of SNP by
cyanide and classical NO pathway inhibition. Endothelial cell culture For the endothelial cell experiments we used a well
established configuration using human umbilical endo-
thelial cells (HUVEC). HUVEC were isolated from fresh
human umbilical cord vein by enzymatic disaggregation
with collagenase, and were used between passages 2
and 5. HUVEC were cultured as previously described
[27], the plates were washed with PBS before the blood
sample was added and Heparin was neutralized with 75
I.U. of Protamin. Blood samples Venous blood was
drawn from 4 healthy volunteers and coagulation was
prevented immediately using 3.8% sodium citrate 1:10. The volunteers took no medication two weeks prior to
blood sampling. To study the effect of cyanide on the effect of SNP, we
added cyanide to whole blood in one set-up. In another
experiment we added cyanide to platelet rich plasma
(PRP) after the addition of ADP. A control group proved
that cyanide itself has no effect on platelet aggregation. Incubation with SNP The effect of different concentrations of SNP and differ-
ent incubation times was tested. After adding SNP to
5 mL of whole blood, samples were placed on culture
plates. A new plate was used for each concentration and
incubation time. Samples without SNP were used as Data analysis
Data represent the mean +/−SD of at least 4 experiments. Mechanism of SNP – mediated inhibition of platelet
function We wished to study the mechanism by which SNP
inhibits platelet aggregation. NO signal transduction
by cGMP was inhibited using the guanylate cyclase
inhibitor 1 H-(1,2,4) oxadiazolo(4,3-a)quinoxalin-1-one
(ODQ). ODQ (100 μM) was added to the sample 2 min-
utes before adding 100 μM SNP to allow the reaction of
ODQ with the guanylate cylcase. Platelet rich plasma
was then obtained from the blood sample. The platelet
function was tested using the Born method. Aggregation
was induced with ADP (20 μM) after the platelet count
had been adjusted to 250,000/μL. Discussion
d In our study we could clearly demonstrate that endothe-
lial cells play an important role in the antiaggregatory ef-
fect of SNP. Incubation with endothelial cells increased
both the inhibitory effect on platelet aggregation and the
duration of this effect. Levin et al. already mentioned
that the supernates taken from SNP-incubated endothe-
lial cells had an inhibiting effect on platelet aggregation
[26]. They speculated that their data could be explained
by the synergy of NO and PGI2 [26]. The Levin study
used supernatants of SNP-incubated endothelial cells
and did not preincubate the endothelial cells with
cyclooxygenase inhibitors, which may have led to differ-
ent results. In contrast to their experimental setting, the
platelets in our study were in direct contact with the
endothelial cells during SNP incubation, which suggests
possible additional interactions between platelets and
endothelial cells. It has been well established that PGs of
the E series and PGI2 inhibit platelet aggregation by
counteracting the proaggregatory effect of thromboxane
A2 [29]. This could explain the additional inhibitory
affect of the endothelial cells in the presence of NO. However, this explanation seems insufficient, as the pre-
incubation of endothelial cells with cyclooxygenase inhi-
bitors, suppressing the PGI2 production, did not change
the SNP effect as expected. In an earlier study we could
show that the effect of other NO-donors, such as SNAP,
is increased by the PG pathway. Induction of PGI2 via
NO, following reduced platelet aggregation, could be
blocked by preincubation of the endothelial cells with
cyclooxygenases [28]. The effect of SNP was not attenu-
ated by the preincubation of the endothelial cells with a
cyclooxygenase inhibitor. This is in contrast to the con-
clusions of Levin and coworkers [26]. Sogo et al. could
clearly demonstrate that, in the absence of endothelial
cells, the effect of SNP is exclusively cGMP-dependent
[22], which should be the case if the effect is due to NO Effect of SNP on platelet aggregation, effect of
endothelial cells After 1 hour of incubation SNP inhibited platelet aggre-
gation in a dose-dependent manner. 100 μM, 500 μM
and 1000 μM of SNP were tested (data not shown). This
was statistically significant for all concentrations of SNP. These experiments were not repeated with endothelial
cells. Time course studies were performed with 100 μM
of SNP, as the 100 μmol curve at one hour was at the
middle of normal aggregation and total inhibition, so
changes in both directions would be detectable. A time
dependent reduction of platelet aggregation could be
detected with an inverse correlation to incubation time. Endothelial cells significantly increased the SNP –
mediated inhibition of platelet function after 2 and
4 hours of incubation (Additional file 1 2nd and 4th
column). Effect of ODQ on SNP mediated inhibition of platelet
aggregation Incubation with ODQ decreased the effect on platelet ag-
gregation at 0 h of incubation time. ODQ did not inhibit
the SNP mediated-effect on platelet aggregation later in
the presence of endothelial cells. (Additional file 1 6th
column) Results The difference in platelet aggregation of controls with,
and without, endothelial cells was not significant differ-
ent. (Additional file 1 1st and 3rd column). We could
show that ADP induced thrombocyte aggregation was
intact even 4 h after blood sampling, with and without
endothelial cells. Effect of cyanide on SNP mediated inhibition of platelet
aggregation Cyanide (2000 μM) alone did not influence platelet
aggregation. Cyanide added to whole blood prior to
addition of SNP repressed the effect of SNP in all cases. The addition of cyanide after the preparation of platelet-
rich plasma, prior to the addition of ADP only inhibited
the SNP effect of the endothelial cell experiments
(Additional file 1 5th column). Data analysis
D t Data analysis
Data represent the mean +/−SD of at least 4 experiments. Data represent the mean +/−SD of at least 4 experiments. Page 3 of 5 Topf et al. Thrombosis Journal 2012, 10:6
http://www.thrombosisjournal.com//10/1/6 Topf et al. Thrombosis Journal 2012, 10:6
http://www.thrombosisjournal.com//10/1/6 Topf et al. Thrombosis Journal 2012, 10:6
http://www.thrombosisjournal.com//10/1/6 Topf et al. Thrombosis Journal 2012, 10:6
http://www.thrombosisjournal.com//10/1/6 The levels of aggregation given in percent were
detected every 20 seconds for 6 minutes. The following
parameters were used for statistical analysis: For each
experiment, all values of the aggregation curves were
compared. Data were analyzed with Prism 3.0 using the
Kruskal-Wallis-test and p ≤0.05 was accepted as being
significant. In case of multiple comparisons p – values
were corrected according to Dunn. Results were grouped
according to incubation time: Group 1 = no incubation
time, group 2 = incubation time of 1 hour, group 3 = in-
cubation time of 2 hours, group 4 = incubation time of
4 hours. salicylic acid and indomethacin (in the graph called
COX I) did not influence the effect of SNP on platelet
aggregation. The results were therefore combined. The
pretreatment of endothelial cells with COX inhibitors
did not interfere with the effect of SNP incubation
(Additional file 1 7th column). 1.
Benitz WE, et al: Use of sodium nitroprusside in neonates: efficacy and
safety. J Pediatr 1985, 106(1):102–110. 1. Benitz WE, et al: Use of sodium nitroprusside in neonates: efficacy and
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safety. J Pediatr 1985, 106(1):102–110. 1. Benitz WE, et al: Use of sodium nitroprusside in neonates: efficacy and
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as the inhibition of cyclooxygenases had no influence on
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All authors have read the manuscript and conflict of interest statement and
have approved their submission for publication; all authors declare that they
do not have competing interests. 20. Erne P, et al: Vasodilating agents and platelet function: intracellular free
calcium concentration, cyclic nucleotides, and shape-change response. J Cardiovasc Pharmacol 1986, 8(Suppl 8):S102–S106. Effect of COX-inhibition on SNP mediated reduction of
platelet aggregation Since endothelial cells play an important role in the
SNP-induced inhibition of platelet aggregation, the effect
of COX inhibitors and of ODQ was tested only after in-
cubation with endothelial cells. The cox inhibitors acetyl Page 4 of 5 Page 4 of 5 Topf et al. Thrombosis Journal 2012, 10:6
http://www.thrombosisjournal.com//10/1/6 Topf et al. Thrombosis Journal 2012, 10:6
http://www.thrombosisjournal.com//10/1/6 release. In our setting the effect of SNP is not attenuated
by the guanylate cyclase inhibitor ODQ, which is sup-
posed to block the cGMP-dependent NO effect. This
opposes the hypothesis that the effect of SNP is exclu-
sively cGMP dependent in the presence of endothelial
cells. These results highlight the importance of the
endothelial cell in SNP metabolism and platelet inter-
action. Our data do not allow us to decide which path-
way is responsible for the results measured. Because the
effect of endothelial cells on platelet aggregation could
not be reversed by incubation with a COX-inhibitor, we
speculate that activation of endothelial cyclooxygenases by
SNP may not be too important for the antiaggregatory ef-
fect of SNP. release. In our setting the effect of SNP is not attenuated
by the guanylate cyclase inhibitor ODQ, which is sup-
posed to block the cGMP-dependent NO effect. This
opposes the hypothesis that the effect of SNP is exclu-
sively cGMP dependent in the presence of endothelial
cells. These results highlight the importance of the
endothelial cell in SNP metabolism and platelet inter-
action. Our data do not allow us to decide which path-
way is responsible for the results measured. Because the
effect of endothelial cells on platelet aggregation could
not be reversed by incubation with a COX-inhibitor, we
speculate that activation of endothelial cyclooxygenases by
SNP may not be too important for the antiaggregatory ef-
fect of SNP. JD established the endothelial cultures in the lab and gave relevant input on
the test up during incubation. All authors have read and approved the final
manuscript. Received: 25 May 2011 Accepted: 13 March 2012
Published: 7 May 2012 Received: 25 May 2011 Accepted: 13 March 2012
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and 4 hours. Authors’ contributions H-GT was performing the experiments and wrote the manuscript. MR and JK
established the born method for measuring platelet aggregation and gave
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http://www.thrombosisjournal.com//10/1/6 Authors’ contributions doi:10.1186/1477-9560-10-6
Cite this article as: Topf et al.: Endothelial cells influence the sodium
nitroprusside mediated inhibition of platelet aggregation by an as yet
unkown pathway. Thrombosis Journal 2012 10:6. Submit your next manuscript to BioMed Central
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A randomised controlled trial of treatments of childhood anxiety disorder in the context of maternal anxiety disorder: clinical and cost‐effectiveness outcomes
|
Journal of child psychology and psychiatry and allied disciplines
| 2,019
|
cc-by
| 15,944
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A randomised controlled trial of treatments of
childhood anxiety disorder in the context of maternal
anxiety disorder: clinical and cost-effectiveness
outcomes Cathy Creswell,1,2,3* Mara Violato,4* Susan Cruddace,3 Stephen Gerry,5 Lynne Murray,3
Roz Shafran,6 Alan Stein,1,7 Lucy Willetts,8 Emma McIntosh,9 and Peter J. Cooper3
1Department of Psychiatry, University of Oxford, Oxford, UK; 2Department of Experimental Psychology, University of
Oxford, Oxford, UK; 3School of Psychology and Clinical Language Sciences, University of Reading, Reading, UK;
4Nuffield Department of Population Health, University of Oxford, Oxford, UK; 5Nuffield Department of Orthopaedics,
Rheumatology & Musculoskeletal Science, University of Oxford, Oxford, UK; 6Population, Policy and Practice, UCL
Great Ormond Street Institute of Child Health, London, UK; 7MRC/Wits Rural Public Health and Health Transitions
Research Unit (Agincourt), University of the Witwatersrand, Johannesburg, South Africa; 8Berkshire Healthcare NHS
Foundation Trust, Berkshire, UK; 9Institute of Health and Wellbeing, University of Glasgow, Glasgow, UK Background: This study evaluated whether clinical and economic outcomes from CBT for child anxiety disorders in
the context of maternal anxiety disorders are improved by adding treatment focused on (a) maternal anxiety disorders
or (b) mother–child interactions. Methods: Two hundred and eleven children (7–12 years, 85% White British, 52%
female) with a primary anxiety disorder, whose mothers also had a current anxiety disorder, were randomised to
receive (a) child-focused CBT with nonspecific control interventions (CCBT+Con), (b) CCBT with CBT for the maternal
anxiety disorder (CCBT+MCBT), or (c) CCBT with an intervention targeting the mother–child interaction (CCBT+MCI). A cost-utility analysis from a societal perspective was conducted using mother/child combined quality-adjusted life
years (QALYs). [Trial registration: https://doi.org/10.1186/isrctn19762288]. Results: MCBT was associated with
immediate reductions in maternal anxiety compared to the nonspecific control; however, after children had also
received CCBT, maternal outcomes in the CCBT+MCI and CCBT+Con arms improved and CCBT+MCBT was no longer
superior. Neither CCBT+MCBT nor CCBT+MCI conferred a benefit over CCBT+Con in terms of child anxiety disorder
diagnoses post-treatment [primary outcome] (adj RR: 1.22 (95% CI: 0.88, 1.67), p = .23; adj RR: 1.21 (95% CI: 0.88,
1.65), p = .24, respectively) or global improvement ratings (adj RR: 1.25 (95% CI: 0.99, 1.57), p = .06; adj RR: 1.18
(95% CI: 0.93, 1.50), p = .17) or six and 12 months later. No significant differences between the groups were found on
the main economic outcome measures (child/mother combined QALY mean difference: CCBT+MCBT vs. CCBT+Con:
0.04 (95% CI: 0.12, 0.04), p = .29; CCBT+MCI vs. CCBT+Con: 0.02 (95% CI: 0.05, 0.09), p = .54). doi:10 1111/jcpp 13089 doi:10 1111/jcpp 13089 Journal of Child Psychology and Psychiatry 61:1 (2020), pp 62–7 Journal of Child Psychology and Psychiatry 61:1 (2020), pp 62–76 Journal of Child Psychology and Psychiatry 61:1 (2020), pp 62–76 doi:10.1111/jcpp.13089 A randomised controlled trial of treatments of
childhood anxiety disorder in the context of maternal
anxiety disorder: clinical and cost-effectiveness
outcomes CCBT+MCI
was associated with nonsignificantly higher costs than CCBT (mean difference: £154 (95% CI: £1,239, £1,547),
p = .83) but, when taking into account sampling uncertainty, it may be cost-effective compared with CCBT alone. Conclusions: Good outcomes were achieved for children and their mothers across treatment arms. There was no
evidence of significant clinical benefit from supplementing CCBT with either CBT for the maternal anxiety disorder or
treatment focussed on mother–child interactions, but the addition of MCI (and not MCBT) may be cost-effective. Keywords: Child; anxiety; mother; parent–child interaction; cognitive behaviour therapy. Soler, & Choke, 2013). However, where a parent has
an anxiety disorder, rates of child recovery have been
found to be as little as half compared to when there is
no parental anxiety disorder (Bodden, B€ogels et al.,
2008; Hudson et al., 2014). Two studies to date have
examined
whether
specifically
targeting
elevated
parental anxiety might benefit child treatment out-
come (with treatments delivered in group formats). One of these studies reported a positive impact on
anxious children of parents with high trait anxiety
(Cobham, Dadds, & Spence, 1998), at least in the
short term, while the other reported no benefit for
anxious children of parents with a current anxiety
disorder (Hudson et al., 2014). Notably, both of these
studies administered relatively brief treatments for
parental anxiety (4 and 3.75 hr, respectively) and
neither
brought
about
significant
reductions
in © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for Child and Adolescent
Mental Health.
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. Conflict of interest statement: No conflicts declared.
*Joint first authors. Participants Participants comprised 211 children, aged 7–12 years (mean
age = 10.22, SD = 1.58), with a current anxiety disorder,
together with their mothers, who also had a current anxiety
disorder. The study was powered to provide 90% power at the
5% (two-sided) significance level to detect a 30% difference in
the primary outcome – that is the proportion of children who
recovered from their primary anxiety disorder at the post-
treatment assessment in the CCBT+MCI or CCBT+MCBT arms
compared to the CCBT+Con arm. The estimated remission rate
for the CCBT+Con group was 40% (based on Cobham et al.,
1998). A difference of 30% in the proportion of anxiety-free
children following completion of the treatment was considered
to be the minimum that would be clinically worthwhile taking
into account the increased resources required and change to
service delivery that would be required if either of these
interventions was found to be effective and implemented in
practice. The sample size was defined on the basis of two
independent trials as recommended by Machin, Campbell,
Fayers, and Pinol (1997). The required sample size of 56
children per group was increased to allow for an estimated 20%
loss to follow-up. In view of the roles of parental anxiety as well as
parenting cognitions and behaviour in maintaining
child anxiety, the current study tested the hypoth-
esis that clinical outcomes for child anxiety disor-
ders presenting in the context of parental anxiety
disorders will be improved by supplementing indi-
vidual child CBT with (a) treatment of parental
anxiety disorders or (b) treatment focused on par-
ent–child interactions. This study also evaluated whether supplementing
CBT with these adjunct treatments represents good
value for money. The few published cost-effective-
ness analyses of the treatment of child anxiety
mainly concern the value of child CBT compared
with a wider family approach (Bodden, B€ogels et al.,
2008; Bodden, Dirksen, & Bogels, 2008) or with a
parent-directed treatment for child anxiety (Simon,
Dirksen, B€ogels, & Bodden, 2012). There is, how-
ever, a paucity of evidence on the short-term and
long-term cost-effectiveness of alternative configura-
tions of treatment types involving maternal and child
treatment combinations, which are likely to be of
particular relevance when maternal anxiety disorder
is present. Furthermore, no economic evaluations of
the treatment of child anxiety have taken into
account both the direct effects to the child and
‘spillover’ effects, for example, to the parents and
wider society. Participants For outcomes, this is achieved by
using quality-adjusted life years (QALY), a generic
measure of outcome that can be aggregated across
individuals (Weinstein, Torrance, & McGuire, 2009)
and allows for examination of both direct treatment
and spillover effects (Tilford et al., 2015). For costs,
this is achieved by measuring broader impacts on
education and employment. Aggregating direct and
spillover effects may alter cost-effectiveness profiles,
a particularly appropriate strategy when the eco-
nomic
evaluation
adopts
a
societal
perspective. Indeed, recommendations from a recent review of
family-based therapies suggest that future research The study focussed on mothers as (a) intergenerational
associations for anxiety disorders are most commonly found
between mothers and their children (Cooper, Fearn, Willetts,
Seabrook, & Parkinson, 2006), (b) mothers are most commonly
the primary caregivers in the study region, and (c) maternal
and paternal behaviours may differ in how they are associated
with childhood anxiety (B€ogels & Perotti, 2011). Participants were recruited between June 2008 and May
2011, with the last follow-up assessment in February 2013. Participating children were all referred to a university research
clinic for treatment by a health or educational professional. The
inclusion criteria were (a) the child must (i) be aged 7–12 years;
(ii) have a current primary diagnosis of a DSM-IV anxiety
disorder (if specific phobia, this must be comorbid with another
anxiety disorder); and (b) the child’s mother must (i) be the
primary carer; and (ii) meet criteria for a current DSM-IV anxiety
disorder. The exclusion criteria were (i) significant physical or
intellectual impairment (including autistic spectrum disorders)
in the child or mother; (ii) current prescription of psychotropic
medication for the child or mother that had not been at a stable
dose for at least one month and without agreement to maintain
that dose throughout the study; and (iii) the child had previously
received six or more sessions of CCBT for an anxiety disorder. Participating children and mothers were given a complete
description of the study orally and in writing before giving
written informed assent/consent. A total of 676 children were
assessed for eligibility; 435 families did not meet the inclusion
criteria and 30 declined to participate (see Figure 1). Introduction
d
d Anxiety disorders are among the most common
psychological disorders in childhood affecting 2.6%–
5.2% of children under the age of 12 years (e.g. Costello, Egger, & Angold, 2004). They negatively
affect
children’s
functioning
(Essau,
Conradt,
&
Petermann, 2000), raise the risk for disorders in
adolescence and adulthood (Woodward & Fergusson,
2001), and carry a substantial health and social cost
(Bodden, Dirksen, & Bogels, 2008). There is consid-
erable evidence for the efficacy of cognitive behaviour
therapy (CBT) for these disorders, with 59% of anx-
ious children no longer meeting criteria for an anxiety
disorder following CBT (James, James, Cowdrey, doi:10.1111/jcpp.13089 63 Child and maternal anxiety disorder parental anxiety. The question therefore remains
open whether successful treatment of parental anx-
iety might benefit child outcome. in this field should include such spillover effects to
the rest of the family as well as consider cost and
effectiveness over a longer time horizon (Tubeuf &
Guthmuller, 2017). Further, few evaluations to date
have formally aggregated QALYs as a means of
capturing spillover effects. The current study there-
fore tested the value for money of the two supple-
mentary interventions, considering spillover effects,
societal impacts and including a one-year follow-up. It is possible that targeting parent–child interac-
tions that are likely to interfere with the child’s
treatment – that is reducing parent cognitions and
behaviours that limit the child’s autonomy and
promote the child’s focus on threat (Creswell, Mur-
ray, Stacey, & Cooper, 2011; Hudson & Rapee, 2004)
– may be of benefit for anxious children in the
context
of
parental
anxiety
disorder
(Settipani,
O’Neil, Podell, Beidas, & Kendall, 2013). Indeed,
parental cognitions characterised by expectations
that the child will be frightened and feel out of
control in the face of a challenge and behaviours
characterised by intrusiveness and modelling of fear
have been found to occur more commonly in anxious
compared to nonanxious parents of children with
anxiety disorders (Creswell, Apetroaia, Murray, &
Cooper, 2013; Moore, Whaley, & Sigman, 2004). © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health. J Child Psychol Psychiatr 2020; 61(1): 62–76 J Child Psychol Psychiatr 2020; 61(1): 62–76 Cathy Creswell et al. J Child Psychol Psychiatr 2020; 61(1): 62–76 Assessed for eligibility
(n = 676)
Randomised (n = 211)
CCBT+Con (n = 71)
CCBT+MCBT (n = 69)
CCBT+MCI (n = 71)
Assessment 1B
(n = 64)
Assessment 1B
(n = 64 )
Assessment 1B
(n = 70)
Not assessed (n = 7)
Reasons:
• Mother in other therapy (n = 1)
• Mother –did not attend (n = 5)
• Withdrew- Child improved
(n = 1)
Not assessed (n = 5)
Reasons:
• Mother did not attend
(n = 5)
Not assessed (n = 1)
Reasons:
• Withdrew -Child improved
(n = 1)
Not assessed (n = 8)
Reasons:
• Did not attend (n = 5)
• Treatment complete but
declined assessment (n = 3)
Not assessed (n = 5)
Reasons:
• Did not attend (n = 1)
• Treatment complete but
declined assessment
(n = 4)
Not assessed (n = 8)*
Reasons:
• Did not attend (n = 5)
• Treatment complete but
declined assessment
(n = 2)*
• Exclude – Mother serious
mental health concerns
(n = 1)
Total Excluded (n = 465)
Not meeting inclusion criteria (n = 435)
Reasons:
• Mother not anxious (n = 311)
• Mother other diagnosis (n = 7)
• Mother not primary care giver
(n = 2)
• Child outside age range (n = 3)
• Child Autistic Spectrum
Disorder (n = 8)
• Child Attention/Behavior
Disorder Primary (n = 38)
• Child Mood Disorder Primary
(n = 6)
• Child PTSD primary (n = 6)
• Child OCD Primary (n = 13)
• Child no Anxiety Disorder
(n = 24)
• Child-other (n = 17)
• No consent to participate
(n = 30)
Assessment 2
(n = 56, 78.9% of 71)
Assessment 2
(n = 59, 85.5% 0f 69)
Assessment 2
(n = 62, 87% of 71)
PRIMARY OUTCOME
Assessment 3
(n = 49) 69%
Assessment 3
(n = 52) 75%
Assessment 3
(n = 51) 72%
Assessment 4
(n = 43) 61%
NB includes (n = 2) who
did not complete A3
Assessment 4
(n = 48) 70%
NB includes (n = 3) who
did not complete A3
Assessment 4
(n = 46) 65%
NB includes (n = 4) who
did not complete A3
Not assessed (n = 11)
Reasons:
• Did not attend (n = 5)
• Withdrew- left country
(n = 2)
• Declined A3 but
completed A4 (n = 4)
Not assessed (n =7)
Reasons:
• Did not attend (n = 4)
• Declined A3 but
completed A4 (n = 3)
Not assessed (n =7)
Reasons:
• Did not attend (n = 5)
• Declined A3 but
completed A4 (n = 2)
Not assessed (n = 8)
Reasons:
• Did not attend (n = 7)
• Lost contact (n = 1)
Not assessed (n = 7)
Reasons:
• Did not attend (n = 6)
• Left country (n = 1)
Not assessed (n = 9)
Reasons:
• Did not attend (n = 6)
• Withdrew- lost contact
(n = 3)
CCBT+Con
CCBT+MCBT
CCBT+MCI
Figure 1 Consort diagram. Procedure The study was approved by the Berkshire Research Ethics
Committee (07/H0505/156) and the University of Reading © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child
d Ad l
t M
t l H
lth © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health. 64 Measures Structured diagnostic interviews with children and
parents. Children were assigned diagnoses on the basis of
the Anxiety Disorders Interview Schedule for DSM-IV for Chil-
dren – Child and Parent Versions (ADIS-C/P; Silverman &
Albano, 1996). The presence or absence of a current maternal
anxiety disorder was assigned on the basis of the Anxiety
Disorders Interview Schedule for DSM-IV (ADIS-IV; DiNardo,
Barlow, & Brown, 1994). For the ADIS-C/P overall diagnoses
and clinical severity ratings (CSRs)were assigned if the child met
diagnostic criteria on the basis of either child or parent report. Those with a CSR of 4 or more (at least moderate psychopathol-
ogy) were considered to meet diagnostic criteria. Assessors were
thoroughly trained to ensure high levels of reliability (presence/
absence of child diagnosis j = .98 (child report), .98 (mother
report); CSR intraclass correlation = .99 (child report), .99
(mother
report);
presence/absence
of
maternal
diagnosis
j = .97; CSR intraclass correlation = .99). The primary outcome
derived was absence of the child’s primary (most impairing)
anxiety disorder; secondary outcomes derived from the ADIS-c/
p were absence of all anxiety disorder diagnoses and CSR of the
primary anxiety disorder, as prespecified in the trial protocol
and statistical analysis plan (see Appendices S1 and S2). Randomisation was performed externally at the Centre for
Statistics in Medicine (University of Oxford) on receipt of
anonymised participant information by fax. Patients were
randomised with a 1:1:1 ratio, with minimisation for child
age and gender, type of child anxiety disorder, and baseline
severity of both child and maternal primary anxiety disorder. These minimisation variables were selected as they have been
most frequently (albeit not consistently) identified as predictors
of response to treatment for child anxiety disorders (Ginsburg
et al., 2011; Hudson et al., 2015). The minimisation algorithm
included a 20% random element. Assessments of maternal anxiety disorder and parenting
were made before and immediately following the interven-
tions. Assessments of child anxiety disorder status and
severity were conducted before and following treatment, as
well as at six and 12 months following treatment. Different
research
staff
assessed
the
mother
and
the
child. Assessments of maternal and child health-related quality of
life were made on five occasions: before treatment (Assess-
ment
1),
mid-way
through
treatment
(1B),
immediately
post-treatment (2), and at the six (3)- and 12-month (4)
follow-up. Data on the use of other health and social care
resources, as well as non-NHS cost-generating (e.g. J Child Psychol Psychiatr 2020; 61(1): 62–76 CCBT+Con, child-focused cognitive behaviour therapy + nonspecific control interventions; CCBT+MCBT, CCBT
+ CBT to target maternal anxiety disorder; CCBT+MCI, CCBT + intervention to target the mother–child interaction [Colour figure can be
viewed at wileyonlinelibrary.com]
64
Cathy Creswell et al. J Child Psychol Psychiatr 2020; 61(1): 62–76 Assessed for eligibility
(n = 676) CCBT+Con (n = 71) CCBT+MCBT (n = 69) Assessment 1B
(n = 64) Assessment 1B
(n = 70) Assessment 1B
(n = 64 ) Assessment 2
(n = 56, 78.9% of 71) Assessment 2
(n = 62, 87% of 71) Assessment 2
(n = 59, 85.5% 0f 69) PRIMARY OUTCOME Assessment 3
(n = 51) 72% Assessment 3
(n = 49) 69% Assessment 3
(n = 52) 75% Assessment 4
(n = 43) 61%
NB includes (n = 2) who
did not complete A3 Assessment 4
(n = 46) 65%
NB includes (n = 4) who
did not complete A3 Assessment 4
(n = 48) 70%
NB includes (n = 3) who
did not complete A3 (
)
did not complete A3 did not complete A3 Figure 1 Consort diagram. CCBT+Con, child-focused cognitive behaviour therapy + nonspecific control interventions; CCBT+MCBT, CCBT
+ CBT to target maternal anxiety disorder; CCBT+MCI, CCBT + intervention to target the mother–child interaction [Colour figure can be
viewed at wileyonlinelibrary.com] © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health. © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health. 65 Child and maternal anxiety disorder doi:10.1111/jcpp.13089 Research Ethics Committee (07/48). Participants were ran-
domised to one of three treatment arms: (a) child cognitive
behaviour therapy plus control interventions to balance for
therapist time (CCBT+Con) (see below); (b) CCBT plus cognitive
behaviour
therapy
for
maternal
anxiety
disorder
(CCBT+MCBT); or (c) CCBT plus treatment focused on the
mother–child interaction (CCBT+MCI). Each of the three arms
included nonspecific therapeutic interventions to ensure treat-
ment arms were balanced for therapist contact with both
children and mothers (see Table 1). Measures Given that mothers presented with a range of anxiety
disorders and given evidence for the efficacy of transdiagnostic
CBT treatments for anxiety disorders (Newby, McKinnon,
Kuyken, Gilbody, & Dalgleish, 2015), we followed a manu-
alised transdiagnostic treatment for adult disorders which
aimed to reverse the putative cognitive behavioural maintain-
ing mechanisms identified through individual formulation This
manual has not previously been systematically evaluated;
however, promising results were obtained in a case series
evaluation (McManus, Clark, Muse, & Shafran, 2015). Observers who were blind to treatment arm coded parental
behaviours on scales developed by Murray et al. (2012) and
adapted by Creswell et al. (2013) to be suitable for children
aged 7–12 years. Ratings were given for each minute of the
interaction on 5-point scales (1 = none, 5 = pervasive/strong). Since interactions varied in duration, total scores across tasks
reflected the sum of the mean scores for each task. The
following behaviours were considered: maternal expressed
anxiety, overprotection, intrusiveness and positivity (warmth
and encouragement). For each coder, in each task, a second
coder independently scored a random sample of 25 videotapes. Intraclass correlations showed acceptable agreement across all
indices (range .60–1.00; mean: .86). In the treatment arms that did not involve MCBT, mothers
received nondirective counselling (NDC), a supportive individ-
ual intervention that was not focussed specifically on reducing
symptoms of anxiety. NDC was provided by one of four
qualified counsellors (supervised by a highly experienced
counsellor/psychotherapist) following the manual of Borkovec
and Costello (1993). As shown in Appendix S3, the MCBT and
NDC were clearly distinct. MCBT and NDC were delivered first,
before the delivery of CCBT (see Table 1). Maternal expectations were assessed before initiating the
challenge tasks (Creswell et al., 2013). Immediately after
receiving the instructions for each task, mothers were taken
to a separate room and asked to provide ratings regarding (a)
how their child would feel about doing the task (0 = not scared
at all, 10 = extremely scared); and (b) how much their child
could do about how the task went (0 = nothing at all, 10 = a
lot). Ratings were combined across the three tasks to represent
their expectations across a range of challenge contexts. Mother–Child Interaction treatment (MCI). Measures The MCI
intervention consisted of 10 sessions delivered over 8 weeks by
one of five qualified clinical psychologists or cognitive behaviour
therapists (supervised by an experienced clinical psychologist):
eight sessions were with the mother alone and two were with the
mother and child together. This was a novel intervention
designed to target potentially anxiogenic features of the
mother–child relationship. Specifically, it aimed to enhance
maternalautonomy promoting cognitions(suchasconfidencein
the child’s ability to face challenge) and behaviours, and reduce
potentially anxiogenic behaviours. This was achieved through a
combination of specific strategies from existing family interven-
tions for childhood anxiety (Lyneham et al., 2003) with the
addition of video-feedback techniques developed and piloted by
the trial investigators. The two joint mother and child sessions
involved the mother and child completing structured tasks that
were video-recorded for reference in later sessions. Health-related quality of life. Mother and child health-
related quality of life (HRQoL) was measured using responses to
the EuroQol EQ-5D-3L (Dolan, Gudex, Kind, & Williams, 1995)
and EQ-5D-Youth version (Wille et al., 2010) instruments,
respectively. Responses for mother and child at each time point
were converted into utility weights using the UK population tariff
(Dolan et al., 1995). Total quality-adjusted life years (QALYs) were
calculated for each mother and child, using the area under the
curve approach after linear interpolation between the time points. Mother–child dyad QALYs were obtained by additively combining
individual mother and child QALYs (Weinstein et al., 2009). A broad, societal perspective (including parental productivity
and school impacts) was adopted in assessing resource use and
costs. In addition to the intervention costs (captured through
therapists’ logs completed at each therapy session), values were
attached for measured school absence, time off work, and lost
leisure time (for mothers), use of non-NHS services (e.g. educa-
tional services) and personal costs of medications, all of which
was captured through parent diaries. An NHS perspective was
also adopted as per NICE guidance (NICE, 2013). To balance therapist contact, sessions that focused on the
promotion of a healthy lifestyle (Healthy Living Control, HLC)
were delivered in the treatment arms that did not receive the
MCI intervention. This intervention was principally concerned
with family diet and exercise based on existing interventions
applied within school settings (BDA, 2003) and was delivered
by one of eight therapists (under supervision of an experienced
clinical psychologist). MCI/HLC was delivered in parallel with
CCBT. Measures Cathy Creswell et al. 66 J Child Psychol Psychiatr 2020; 61(1): 62–76 CBT. Treatment was delivered by one of seven qualified clinical
psychologists or cognitive behaviour therapists, following a
manual based on the ‘Cool Kids’ (Lyneham, Abbott, Wignall, &
Rapee, 2003) and ‘Coping Cat’ (Kendall & Hedtke, 2006)
programmes (both of which have established efficacy; Hudson
et al., 2009; Walkup et al., 2008). While these manuals
include more than eight treatment sessions, there is evidence
of good outcomes from similar CBT content for child anxiety
disorders delivered in eight hours or less (e.g. Gallagher,
Rabian, & McCloskey, 2004; Ginsburg & Drake, 2002). CCBT
was supervised by a highly experienced, clinical psychologist
and
accredited
cognitive
behaviour
therapist. Treatment
focused on helping children to identify and challenge negative
thinking styles, gradually increasing exposure to feared stimuli
and developing problem-solving skills. Mothers were included
at the beginning and end of each session to share progress and
feedback. As described in Appendix S3, CCBT treatment
adherence was equivalent across treatment arms. subscale of the Strengths and Difficulties Questionnaire (child,
parent, teacher report) and a teacher report measure of Child
Adjustment to School. Descriptions of measures and outcomes
are provided in Table S1. Assessment of parenting and parental expecta-
tions. In order to establish whether the intervention that
targeted mother–child interactions did successfully alter mater-
nal responses, we conducted laboratory observations under
conditions of mild social, performance and physical challenge
(Creswell et al., 2013). The social threat task involved the child
preparing anddelivering a speech, withtheir mother’s support, to
a research assistant with a hand-held video camera. The perfor-
mance task involved the child attempting difficult tangram
puzzles (following the procedure of Hudson & Rapee, 2001). The
physicalthreat taskrequiredchildrentoinvestigatethecontentof
four chambers within a mysterious ‘black box’. To account for
prior experience, the assessment was modified at the post-
treatment assessment point; in the social stress task, the child
was required to present to a panel rather than a single research
assistant, the tangram puzzles were more difficult, and the black
box was accompanied by sound effects (i.e. rustling/scratching). CBT for maternal anxiety disorder (MCBT). MCBT
consisted of eight one-hour weekly sessions delivered by one of
five qualified clinical psychologists or cognitive behaviour
therapists (all supervised by a highly experienced, clinical
psychologist and accredited cognitive behaviour therapist) over
8 weeks. Measures As shown in Appendix S3, MCI and HLC were clearly
distinct. Measures educa-
tional) services and days off school or work, were obtained
from parent report. All assessors were blind to treatment
allocation. The trial was preregistered as follows https://doi. org/10.1186/isrctn19762288. The protocol is provided in
Appendix S1. Clinical Global Impressions: Improvement (CGI-
I). Overall improvement in child anxiety was assessed using
the Clinical Global Impression – Improvement scale (CGI-I), a
seven-point scale from 1 = very much improved to 7 = very
much worse; scores of 1 and 2 are accepted to represent
treatment success (Guy, 1976). Overall mean inter-rater reli-
ability for the assessment team was high (ICC = .96). Symptoms of anxiety and comorbid difficulties were also
assessed as secondary outcomes using the Spence Child
Anxiety Scale (child, parent, teacher report), Child Anxiety
Impact Scale (child, parent report), Short Mood and Feelings
Questionnaire
(child,
parent
report),
conduct
problems Table 1 Overview of design Table 1 Overview of design
CCBT+MCBT
CCBT+MCI
CCBT+Con
Assessment 1
Pretreatment
Diagnostic assessment (mother and child) + laboratory observation of mother–child interaction
Treatment 1
(number of
sessions)
MCBT (8)
NDC (2)
NDC (8)
Assessment 1B
Mid-treatment
Diagnostic assessment (mother and child)
Treatment 2
(number of
sessions)
CCBT (8) + HLC (Mother:2; Child +
mother: 2)
CCBT (8) + MCI (Mother:8; Child
+ Mother: 2)
CCBT (8) + HLC (Mother:2; Child
+ mother: 2)
Assessment 2
Post-treatment
Diagnostic assessment (mother and child) + laboratory observation of mother–child interaction
Assessment 3
6 months
post-treatment
Diagnostic assessment (child)
Assessment 4
12 months
post-treatment
Diagnostic assessment (child)
Total therapy
sessions
Mother: 10
Child: 2
Child + Mother: 2
Mother: 10
Child: 2
Child + Mother: 2
Mother: 10
Child: 2
Child + Mother: 2
CCBT, child-focused cognitive behaviour therapy; CCBT-Con, child-focused cognitive behaviour therapy plus nonspecific control
interventions; MCBT, cognitive behaviour therapy targeting maternal anxiety diagnoses; NDC, nondirective counselling for mothers;
HLC, Healthy Living Control; MCI, mother–child interaction focussed treatment. © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health. CCBT, child-focused cognitive behaviour therapy; CCBT-Con, child-focused cognitive behaviour therapy plus nonspecific control
interventions; MCBT, cognitive behaviour therapy targeting maternal anxiety diagnoses; NDC, nondirective counselling for mothers;
HLC, Healthy Living Control; MCI, mother–child interaction focussed treatment. © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health. © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health. © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health Manipulation checks We first examined the extent to which delivery of the
adjunct treatments was associated with change in
the putative maintenance mechanisms that were
targeted;
maternal
anxiety
disorder
status
and
change
in
maternal
cognitions
and
behaviours. MCBT was successful in changing maternal anxiety
disorder status. At Assessment 1B (i.e. after com-
pleting MCBT), 58.5% (n = 38) of mothers in the
MCBT arm had recovered from their primary diag-
nosis compared to 36.5% (n = 23) in the CCBT+Con
arm (who received NDC) (adj RR: 1.63 (95% CI: 1.13,
2.36), p = .009). The recovery rate in the MCI arm
was not different from that in the CCBT+Con arm
(who both received NDC) (adj RR: 1.22 (95% CI: 0.83,
1.81), p = .31). Current best-practice methods were adhered to for conduct-
ing
and
reporting
economic
evaluations
alongside
trials
(Drummond, Sculpher, Claxton, Stoddart, & Torrance, 2015;
Husereau et al., 2013; NICE, 2013; Petrou & Gray, 2011). A
broad societal perspective cost-utility analysis framework was
adopted for the base case to assess the cost-effectiveness of (a)
CCBT+MCBT compared to CCBT; and (b) CCBT+MCI compared
with CCBT. Costs of the nonspecific treatments (NDC/HLC)
were excluded in the base-case analyses. This was in recogni-
tion of the fact that the main aim of any economic evaluation is
to estimate the likely cost-effectiveness of a change in clinical
practice in real-world settings, rather than in ideal controlled
conditions (as in efficacy trials). Those costs were instead
included in some of the sensitivity analyses. Costs were
expressed in pounds sterling (£) at 2011/2012 prices. Given
the short time-frame of the trial and follow-up, discounting
was not applied to costs or effects. The base-case analyses
were performed on an ITT basis. Mean imputation methods
were used for missing resource use and health outcomes
deemed highly deterministic (e.g. face-to-face therapists con-
tact), and multiple imputation for other resources (e.g. use of
medications), under the assumption of missing at random
(Faria, Gomes, Epstein, & White, 2014). For each mother and
child participant, all components of treatment costs, stratified
by category of resource use and other broader societal costs
(educational services, travel costs, time off school/work) were
calculated by multiplying units of resource use by their unit
costs (see Table S2). These values were then summed to obtain
a total cost for each child/mother. Treatment Child Cognitive Behaviour Therapy (CCBT). All
children received eight-weekly one-hour sessions of individual Child Cognitive Behaviour Therapy (CCBT). All
children received eight-weekly one-hour sessions of individual © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child
d Ad l
t M
t l H
lth doi:10.1111/jcpp.13089 67 Child and maternal anxiety disorder CCBT) and are detailed in Table S3. All analyses were
conducted using Stata Software: Release 12, StataCorp 2011. Results Baseline characteristics were well balanced across
treatment arms (see Table 2). Numbers of available
participants for each treatment arm are shown in
Figure 1. No important harms due to any of the
interventions or trial procedures were reported dur-
ing the trial. Analysis A comprehensive statistical analysis plan was prepared before
embarking on the analysis (Appendix S4). (
)
In line with our hypotheses and power analysis, we set out to
make two sets of pairwise comparisons (MCBT+CCBT vs. CCBT+Con; and MCI+CCBT vs. CCBT+Con). Dichotomous
outcome variables (e.g. diagnostic outcomes) were analysed
using a modified Poisson regression approach with robust
error variance adjusting for the minimisation factors [child age,
child gender, type of child anxiety disorder (GAD, social
phobia, SAD, other), baseline severity of the child’s and the
mother’s primary anxiety disorder (ADIS Clinician Severity
Rating)]. This approach allows for adjusted relative risks to be
presented (Zou, 2004). All analyses are presented based on the
intention-to-treat (ITT) population. Sensitivity analyses of the
primary endpoints included: (a) no adjustment for minimisa-
tion criteria, (b) per-protocol population (i.e. those participants
who had received at least half of the treatment sessions and
had data for the post-treatment assessments) and (c) multiple
imputation analysis (see Appendix S2). Primary outcome
results did not change based on the prespecified sensitivity
analyses, nor when best- and worst-case scenarios were used
in the context of the multiple imputation analysis. Continuous
outcomes were modelled using linear regression, adjusted for
baseline scores and minimisation factors. No adjustments
were made to the confidence intervals or p-values to account
for multiplicity. © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health. Manipulation checks Effects were identified and
measured using child/mother QALYs, derived from the EQ-
5D-Y and EQ-5D-3L child and mother report, respectively. Incremental mean costs and effects, and the associated 95%
CIs, were estimated comparing the two intervention groups for
each of the two comparisons (CCBT+MCBT vs. CCBT; and
CCBT+MCI vs. CCBT). Incremental cost-effectiveness ratios
(ICERs) were estimated and reported where relevant. Uncer-
tainty in the cost-effectiveness results was analysed using
cost-effectiveness acceptability curves (CEACs) over a range of
potential threshold values that the health system and the
wider society might be willing to pay for an additional QALY
gained (Fenwick, Marshall, Levy, & Nichol, 2006). Extensive
sensitivity analyses were performed for each of the two base-
case comparisons (CCBT+MCBT vs. CCBT; and CCBT+MCI vs. At
assessment
2
(i.e. after
the
children
had
received
CCBT),
many
of
the
mothers
in
the
CCBT+Con arm had recovered from their primary
disorder and there was, therefore, no longer a
superiority in this respect for the CCBT+MCBT arm
(CCBT+MCBT- CCBT+Con adj RR: 1.23 (95% CI:
0.90–1.68, p = .21; CCBT+MCI- CCBT+Con adj RR:
1.27 (95% CI: 0.93–1.74, p = .13). Change in observed overprotection (across all
three mother–child tasks) at the end of all treatment
(Assessment 2) was greater in the CCBT+MCI arm
compared to CCBT+Con (adjusted mean difference in
change
from
baseline,
(0.03
(0.06,
0.004),
p = .03). There was no difference in change in
observed overprotection between the CCBT+MCBT
and
CCBT+Con
arms
(0.02
(0.05,
0.009),
p = .17). There
were
no
significant
differences
between
CCBT+Con
and either
CCBT+MCBT
or
CCBT+MCI in terms of change in observed intrusive-
ness, positive behaviours or maternal expressed
anxiety (See Table S4 and S5). Differences
between
the
CCBT+Con
and
CCBT+MCI arms were also found on change in
measures of maternal expectations of how scared
the child would be (0.67 (1.26, 0.07); p = .03)
and how in control the child would feel (0.53 (0.01,
1.05); p = .05), with mothers in the CCBT+MCI arm
predicting that their child would be less scared and
more in control. While a similar pattern was found,
the
corresponding
differences
between
the
CCBT+Con and CCBT+MCBT arms did not quite J Child Psychol Psychiatr 2020; 61(1): 62–76 68 Cathy Creswell et al. Child outcomes Clinical Global Impressions of Improvement (CGI-
I). As shown in Table 4, at the post-treatment
assessment (Assessment 2), there were no signifi-
cant differences between the groups in terms of rates
of ‘much’ or ‘very much’ improvement (CCBT+MCBT
vs. CCBT+Con adj RR: 1.25 (95% CI: 0.99, 1.57),
p = .06; CCBT+MCI vs. CCBT+Con adj RR: 1.18
(95% CI: 0.93, 1.50), p = .17). Differences were even
smaller
at
the
six
month
(Assessment
3)
(CCBT+MCBT vs. CCBT+Con adj RR: 0.97 (95% CI:
0.79, 1.19), p = .77; CCBT+MCI vs. CCBT+Con adj
RR:
1.16
(95%
CI:
0.94,
1.33),
p = .22)
and
12 months post-treatment assessment (Assessment
4; CCBT+MCBT vs. CCBT+Con adj RR: 1.02 (95% CI:
0.82, 1.27), p = .83; CCBT+Con vs. CCBT+MCI adj
RR: 1.05 (95% CI: 0.85, 1.30), p = .63). Recovery from anxiety diagnoses. Rates of recov-
ery from the primary diagnosis and all anxiety
diagnoses are shown in Table 3, and statistical
analyses are summarised in Table 4. There were no
significant differences between either the CCBT+Con
and the CCBT+MCBT (adj RR: 1.22 (95% CI: 0.88,
1.67), p = .23) or the CCBT+MCI arm (adj RR: 1.21
(95% CI: 0.88, 1.65), p = .24) on the primary out-
come, that is recovery from primary anxiety disorder
at the post-treatment assessment (Assessment 2). Similarly, there were no significant post-treatment
differences on recovery from all anxiety disorders
between the CCBT+Con and the CCBT+MCBT (1.06
(95% CI: 0.63, 1.78), p = .82) or CCBT+MCI arms
(adj RR: 1.48 (95% CI: 0.92, 2.37). At six months
post-treatment (Assessment 3), again there was no
difference between the CCBT+Con arm and either
the CCBT+MCBT (Free of primary adj RR 1.09 (95%
CI: 0.81, 1.46), p = .57; Free of all adj RR 1.04 (95%
CI: 0.70, 1.53), p = .86) or the CCBT+MCI arm [Free
of primary adj RR: 1.26 (95% CI: 0.97, 1.64), p = .08;
Free of all adj RR: 1.04 (95% CI: 0.71, 1.55)]. Similarly, at 12 months post-treatment, there was Manipulation checks aChildren with specific phobia and selective mutism were only included if also met diagnostic criteria for another comorbid anxiety
disorder. disorder. bThese mothers had a current anxiety disorder but MDD had the highest severity. ese mothers had a current anxiety disorder but MDD h no difference between the CCBT+Con arm and either
the CCBT+MCBT (Free of primary adj RR: 0.85 (95%
CI: 0.65, 1.12), p = .26; Free of all adj RR: 0.89 (95%
CI: 0.61, 1.31), p = .57) or the CCBT+MCI arm (Free
of primary adj RR: 1.04 (95% CI: 0.82, 1.30), p = .77;
Free of all adj RR: 1.01 (95% CI: 0.70, 1.45), p = .97). reach the conventional level of statistical signifi-
cance (Scared: 0.53 (1.12, 0.07), p = .08; Con-
trol: 0.50 (0.03, 1.02), p = .06). A summary of the
results of statistical analyses for maternal anxiety,
behaviours and cognitions is given in Table S5. © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health. © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health Manipulation checks Table 2 Baseline characteristics by treatment arm Table 2 Baseline characteristics by treatment arm Table 2 Baseline characteristics by treatment arm
CCBT+Con N = 71
CCBT+MCBT N = 69
CCBT+MCI N = 71
Child age (mean, SD)
10.28 (1.49)
10.29 (1.56)
10.10 (1.68)
Ethnicity n (%) White British
67 (94.37)
58 (84.06)
55 (77.46)
Sex n (%) Male
34 (47.89)
35 (50.72)
32 (45.07)
Parent marital status n (%) married/living with partner
39 (54.93)
50 (72.46)
46 (64.79)
Family socioeconomic statusn (%) ‘higher’/‘professional’
29 (40.85)
39 (56.52)
38 (53.52)
Child: ADIS-c/p primary anxiety disorder
Separation anxiety disorder n (%)
19 (26.76)
16 (23.19)
21 (29.58)
Social anxiety disorder n (%)
16 (22.54)
18 (26.09)
14 (19.72)
Generalised anxiety disorder n (%)
22 (31.00)
20 (28.96)
24 (33.80)
Specific phobiaa n (%)
8 (11.27)
11 (15.94)
5 (7.04)
Panic disorder Agoraphobia n (%)
4 (5.63)
2 (2.90)
4 (5.63)
Selective mutisma n (%)
0
0
1 (1.41)
Anxiety disorder not otherwise specified n (%)
2 (2.82)
2 (2.90)
2 (2.82)
ADIS-c/p primary diagnosis severity (CSR)Mean (SD)
5.65 (0.80)
5.71 (0.79)
5.69 (0.79)
Mother: ADIS primary disorder
Social anxiety disorder n (%)
9 (12.70)
14 (20.3)
11 (15.49)
Generalised anxiety disorder n (%)
37 (52.10)
35 (50.7)
40 (56.34)
Specific phobiaa n (%)
12 (16.90)
17 (24.64)
9 (12.68)
Panic disorder Agoraphobia n (%)
3 (4.2)
1 (1.4)
3 (4.23)
Other (ADNOS, hypochondriasis, PTSD, OCD)
5 (7.04)
2 (2.9)
8 (11.27)
MDDb n (%)
5 (7)
0
0
ADIS primary diagnosis severity (CSR)Mean (SD)
5.24 (1.01)
5.17 (0.89)
5.31 (0.98)
ADNOS, anxiety disorder not otherwise specified; CCBT+Con, child cognitive behaviour therapy + nonspecific control interventions;
CSR, clinical severity rating; MCBT, CCBT + maternal cognitive behaviour therapy; MCI, CCBT + mother–child interaction
treatment; MDD, major depressive disorder; OCD, obsessive-compulsive disorder; PTSD, post-traumatic stress disorder. aChildren with specific phobia and selective mutism were only included if also met diagnostic criteria for another comorbid anxiety
disorder. bThese mothers had a current anxiety disorder but MDD had the highest severity. CCBT+Con N = 71
CCBT+MCBT N = 69
CCBT+MCI N = 71 ADNOS, anxiety disorder not otherwise specified; CCBT+Con, child cognitive behaviour therapy + nonspecific control interventions;
CSR, clinical severity rating; MCBT, CCBT + maternal cognitive behaviour therapy; MCI, CCBT + mother–child interaction
treatment; MDD, major depressive disorder; OCD, obsessive-compulsive disorder; PTSD, post-traumatic stress disorder. Economic evaluation Missing resource use data were prevalent (Table S6). Mother and child combined HRQoL results are
presented in Table S7 (unadjusted differences) and
Tables S8 and S9 (differences adjusted for child’s
and mother’s baseline utilities). At 12 months, in the © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health. doi:10.1111/jcpp.13089 Child and maternal anxiety disorder 69 Table 3 Primary and secondary categorical (child) outcomes
Initial
assessment (1)
Post-treatment
assessment (2)
6-month post-treatment
assessment (3)
12-month post-treatment
assessment (4)
n (%) free of primary diagnosis
CCBT+ Con
0
27 (48.21)
29 (59.18)
31 (72.09)
CCBT+MCBT
0
35 (58.33)
34 (64.15)
30 (60.00)
CCBT+MCI
0
37 (59.68)
38 (74.51)
34 (73.91)
n (%) free of all anxiety diagnoses
CCBT_+Con
0
16 (28.57)
23 (46.94)
23 (53.49)
CCBT+MCBT
0
18 (30.00)
25 (47.17)
23 (46.00)
CCBT+MCI
0
25 (40.32)
24 (47.06)
24 (52.17)
n (%) CGI-I ‘much’/’very much’ improved
CCBT +Con
0
36 (64.29)
39 (79.59)
33 (76.74)
CCBT+MCBT
0
48 (80.00)
41 (77.36)
39 (78.00)
CCBT+MCI
0
47 (75.81)
45 (88.24)
37 (80.43)
See Table S1 for descriptive statistics for secondary continuous outcomes. CCBT+Con, child cognitive behaviour therapy + nonspecific control interventions; CCBT+MCBT, CCBT + maternal cognitive
behaviour therapy; CCBT+MCI, CCBT + mother–child interaction treatment; CGI-I Clinical Global Impression – Improvement. Table 3 Primary and secondary categorical (child) outcomes p
y
CCBT+Con, child cognitive behaviour therapy + nonspecific control interventions; CCBT+MCBT, CCBT + maternal cognitive
behaviour therapy; CCBT+MCI, CCBT + mother–child interaction treatment; CGI-I Clinical Global Impression – Improvement. base-case analysis, the CCBT+Con arm conferred
slightly higher QALYs than the CCBT+MCBT arm
(CCBT+MCBT vs. CCBT+Con: 0.04 (95% CI: 0.12,
0.04), p = .29), whilst the CCBT+MCI arm conferred
slightly higher QALYs than the CCBT+Con arm
(CCBT+MCI vs. CCBT+Con: 0.02 (95% CI: 0.05,
0.09), p = .54). Neither of these differences was
statistically significant. Mean NHS and societal cost
differences for the two comparisons are reported in
Tables S10–S12. When a societal perspective was
adopted
(base-case
analysis;
Table
S11),
CCBT+MCBT was £482 more costly than CCBT
(95% CI: £827, £1,791); this was not significant
(p = .47). However, from an NHS perspective, costs
for CCBT+MCBT were £797 significantly greater than
CCBT
(95%
CI:
£603,
£991;
p < .001). © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health. Economic evaluation For
CCBT+MCI, when a societal perspective was adopted
[base-case analysis; Table S10), CCBT+MCI was
£154 more costly than CCBT (95% CI: £1,239,
£1,547)], again an insignificant difference (p = .83). The NHS perspective costs for CCBT+MCI, on the
other hand, were £808 greater than for CCBT (95%
CI: £610, £1,006), a statistically significant differ-
ence (p < .001). probability that the CCBT+MCI arm was cost-effec-
tive compared to CCBT (Figure 2, Panel 2, and
Table S9 base-case line) was between 60% and
64% based on UK National Institute for Health and
Care Excellence thresholds for accepted levels of
willingness to pay for an additional QALY (usually
between £20,000 and £30,000). Sensitivity analyses
reinforced the findings of the base-case analyses,
with the CCBT+MCBT arm not being cost-effective
compared with the CCBT arm across the majority of
sensitivity analyses (Table S8) [other than the sce-
nario where the CCBT+MCBT arm was less costly
but also less effective (SA 4 and SA 10)]. For the
comparison between the CCBT+MCI arm and CCBT
(Table S9), the CCBT+MCI arm may be a cost-
effective alternative to CCBT from a societal perspec-
tive
(insignificantly
higher
costs
or
less
costly,
insignificantly higher QALYs), as reflected by the
probability of cost-effectiveness being greater than
60% overall. Discussion CCBT+MCBT
0.85
0.65–1.12
.257
CCBT+MCI
1.04
0.82–1.30
.766
Free from all anxiety diagnoses at post-treatment assessment
(2)
Treatment
CCBT+Con
Ref. CCBT+MCBT
1.06
0.63–1.78
.816
CCBT+MCI
1.48
0.92–2.37
.102
Free from all anxiety diagnoses at 6-month post-treatment
assessment (3)
Treatment
CCBT+Con
Ref. CCBT+MCBT
1.04
0.70–1.53
.860
CCBT+MCI
1.04
0.71–1.55
.814
Free from all anxiety diagnoses at 12-month post-treatment
assessment (4)
Treatment
CCBT+Con
Ref. CCBT+MCBT
0.89
0.61–1.31
.569
CCBT+MCI
1.01
0.70–1.45
.972
CGI-I ‘much’/’very much’ improved at post-treatment
assessment (2)
Treatment
CCBT+Con
Ref. CCBT+MCBT
1.26
1.00–1.59
.054
CCBT+MCI
1.20
0.95–1.53
.133
CGI-I ‘much’/’very much’ improved at 6-month post-treatment
assessment (3)
Treatment
CCBT+Con
Ref. CCBT+MCBT
0.97
0.79–1.19
.771
CCBT+MCI
1.16
0.94–1.33
.216
CGI-I ‘much’/’very much’ improved at 12-month post-
treatment assessment (4)
Treatment
CCBT+Con
Ref. CCBT+MCBT
1.02
0.82–1.27
.834
CCBT+MCI
1.05
0.85–1.30
.628
Adjusted for child age, child gender, type of child anxiety
disorder (GAD, social phobia, SAD, other), baseline severity
(ADIS-C/P CSR) of the child’s primary anxiety disorder and
baseline severity (ADIS-IV mother self-report) of the mother’s
primary anxiety disorder. CCBT+Con, child cognitive behaviour therapy + nonspecific
control interventions; CCBT+MCBT, CCBT + maternal cogni-
tive behaviour therapy; CCBT+MCI, CCBT + mother–child
interaction treatment; CGI-I, Clinical Global Impression –
Improvement; Ref., reference category. Parameter
Adjusted RR
95% CI
p-
value
Free from primary diagnosis at post-treatment assessment (2)
Treatment
CCBT+Con
Ref. CCBT+MCBT
1.18
0.83–1.62
.285
CCBT+MCI
1.22
0.90–1.67
.203 Despite these potential broader economic benefits,
it is important to consider the lack of significant
clinical effects of the two active adjunct interventions
(MCI/MCBT). The study was powered to detect a 30%
difference in the proportion of recovered children,
based on a projected recovery rate from child CBT of
40% (Cobham et al., 1998). While a 30% difference in
recovery between CBT plus the adjunct treatments
and CBT plus the control interventions might be
considered conservative (as smaller differences may
still be clinically meaningful), an anticipated success
rate of 40% from individual CBT could have been
considered optimistic, given findings from a more
recent trial – the first to examine treatment of child
anxiety disorder in the context of diagnosed parental
anxiety disorder – where a recovery rate of only 33%
was found (Hudson et al., 2014). © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health. Discussion Good outcomes were achieved for both children and
their mothers across all treatment arms but neither
adding treatment of maternal anxiety (MCBT) nor
treatment of the mother–child relationship (MCI) to
individual child-focused CBT conferred a significant
benefit to children with anxiety disorders whose
mothers
also
had
a
current
anxiety
disorder. Although adding both adjunct treatments achieved
higher child recovery rates post-treatment than the
CCBT plus control treatment arm (where neither
maternal anxiety nor potentially anxiogenic parent-
ing
received
specific
therapeutic
attention),
the
advantages were not statistically significant. How-
ever, from a broad societal perspective combining
mother/child QALYs and costs, including productiv-
ity and school impacts, the economic evaluation
indicated
that
CCBT+MCI
arm
(but
not
the
CCBT+MCBT arm) may be cost-effective compared Key cost drivers in both of these base-case com-
parisons were the differential treatment delivery
costs in both the CCBT+MBCT and CCBT+MCI arms
compared with CCBT only (Tables S11 and S12). While the CCBT+Con arm had higher absences from
school and work costs than the other two arms, few
differences were statistically significant although,
notably, the lower costs of mother’s lost days of work
in the CCBT+MCI arm than in the CCBT+Con arm
were significant (Table S12). Taking sampling uncertainty into consideration,
the cost-effectiveness acceptability curves (CEACs)
for the two base-case analyses showed that, in view
of the joint distribution of incremental mean costs
and effects, the CCBT+MBCT arm was not likely to
be a cost-effective alternative to CCBT (Figure 2,
Panel
1,
and
Table
S8,
base-case
line). The J Child Psychol Psychiatr 2020; 61(1): 62–76 70 Cathy Creswell et al. Table 4 Statistical analyses for child primary and secondary
categorical outcomes Table 4 Statistical analyses for child primary and secondary
categorical outcomes affirms the importance of including wider family/
society born costs and outcomes in mental health
economic evaluations (Creswell et al., 2017; Tilford
et al., 2015; Tubeuf & Guthmuller, 2017). Table 4 Statistical analyses for child primary and secondary
categorical outcomes
Parameter
Adjusted RR
95% CI
p-
value
Free from primary diagnosis at post-treatment assessment (2)
Treatment
CCBT+Con
Ref. CCBT+MCBT
1.18
0.83–1.62
.285
CCBT+MCI
1.22
0.90–1.67
.203
Free from primary diagnosis at 6-month post-treatment
assessment (3)
Treatment
CCBT+Con
Ref. CCBT+MCBT
1.09
0.81–1.46
.566
CCBT+MCI
1.26
0.97–1.64
.077
Free from primary diagnosis at 12-month post-treatment
assessment (4)
Treatment
CCBT+Con
Ref. Discussion However, the CCBT
plus control treatment arm in the current study
performed considerably better than expected, with
48% of children being free of their primary anxiety
disorder and 64% ‘much’ or ‘very much’ improved
immediately post-treatment, and over 70% free of
their
primary
diagnosis
and
‘much/very
much
improved’ a year after treatment. Indeed, these suc-
cess rates are similar to those found from more
intensive (14 session) CCBT for children with anxiety
disorders, regardless of parental anxiety disorder
status, where the proportions ‘much’/’very much’
improved were 60% at post-treatment (Walkup et al.,
2008) and 72% at six-month follow-up (Piacentini
et al., 2014), respectively. The unexpectedly high rate
of recovery within the CCBT plus control arm in the
current study is unlikely to be a function of particular
features of our sample, as our study population was
comparable to other clinic samples in the literature. There could, however, have been an added value of the
nonspecific interventions, all of which provided some
level of parental support. This raises the possibility
that the modest outcomes typically found for anxious
children in the context of parental anxiety disorder are
in fact a result of other associated factors – for
example, other stressors experienced by the family
(see, e.g. Schleider et al., 2015) – which might have
been addressed to some extent in this trial by the
generic support received by all mothers. Free from primary diagnosis at 6-month post-treatment
assessment (3) Free from primary diagnosis at 12-month post-treatment
assessment (4) t
CCBT+Con
Ref. CCBT+MCBT
0.85
0.65–1.12
.257
CCBT+MCI
1.04
0.82–1.30
.766 Free from all anxiety diagnoses at post-treatment assessment
(2) Treatment
CCBT+Con
Ref. CCBT+MCBT
1.06
0.63–1.78
.816
CCBT+MCI
1.48
0.92–2.37
.102 Free from all anxiety diagnoses at 6-month post-treatment
assessment (3) Treatment
CCBT+Con
Ref. CCBT+MCBT
1.04
0.70–1.53
.860 CCBT+MCI
1.04
0.71–1.55
.814 Free from all anxiety diagnoses at 12-month post-treatment
assessment (4) CGI-I ‘much’/’very much’ improved at post-treatment
(2) /
y
p
p
assessment (2) ent
CCBT+Con
Ref. CCBT+MCBT
1.26
1.00–1.59
.054
CCBT+MCI
1.20
0.95–1.53
.133 CGI-I ‘much’/’very much’ improved at 6-month post-treatment
assessment (3) Treatment
CCBT+Con
Ref. CCBT+MCBT
0.97
0.79–1.19
.771
CCBT+MCI
1.16
0.94–1.33
.216 CGI-I ‘much’/’very much’ improved at 12-month post- treatment assessment (4) treatment assessment (4)
Treatment
CCBT+Con
Ref. CCBT+MCBT
1.02
0.82–1.27
.834
CCBT+MCI
1.05
0.85–1.30
.628 There could, however, have been an added value of the
nonspecific interventions, all of which provided some
level of parental support. © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health. Discussion This raises the possibility
that the modest outcomes typically found for anxious
children in the context of parental anxiety disorder are
in fact a result of other associated factors – for
example, other stressors experienced by the family
(see, e.g. Schleider et al., 2015) – which might have
been addressed to some extent in this trial by the
generic support received by all mothers. Adjusted for child age, child gender, type of child anxiety
disorder (GAD, social phobia, SAD, other), baseline severity
(ADIS-C/P CSR) of the child’s primary anxiety disorder and
baseline severity (ADIS-IV mother self-report) of the mother’s
primary anxiety disorder. CCBT+Con, child cognitive behaviour therapy + nonspecific
control interventions; CCBT+MCBT, CCBT + maternal cogni-
tive behaviour therapy; CCBT+MCI, CCBT + mother–child
interaction treatment; CGI-I, Clinical Global Impression –
Improvement; Ref., reference category. Given the novelty of the adjunctive treatments, the
degree to which they were successful in altering their
respective targets also needs to be considered. In the
one previous study that assessed the impact of
adding CBT for parental anxiety disorders to CBT
for child anxiety disorders (Hudson et al., 2014), the
failure to find significant differences in child out-
comes may have been attributable to the parental
CBT not reducing parental anxiety. In the current
study, however, compared to nondirective coun-
selling, MCBT was associated with a significant to CCBT. Notably, the probability of the CCBT+MCI
arm being cost-effective lessened when a more
restricted NHS perspective was adopted and the
gains from reduced school absenteeism and moth-
ers’ productivity/employment excluded. © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child
d Ad l
t M
t l H
lth © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health. Discussion 72 Table 5 (continued) Adjusteda Mean difference
(95% CI)
p
value
Ref
0.12 (2.71, 2.48)
.928
1.99 (0.48, 4.46)
.113
Ref
1.85 (4.24, 0.55)
.130
0.69 (1.61, 3.00)
.552
Ref
1.06 (3.07, 0.96)
.301
1.04 (3.08, 1.00)
.314
Ref
1.61 (3.83, 0.61)
.154
0.65 (2.91, 1.61)
.570
Ref
0.61 (1.82, 3.04)
.619
0.83 (3.11, 1.46)
.474
Ref
0.30 (0.26, 0.86)
.289
0.22 (0.33, 0.77)
.427
Ref
0.09 (0.59, 0.76)
.803
0.10 (0.54, 0.75)
.748
Ref
0.03 (0.68, 0.62)
.925
0.07 (0.60, 0.74)
.832
Ref
0.27 (0.65, 1.18)
.562
0.21 (0.68, 1.10)
.637
Ref
0.04 (0.60, 0.52)
.897
0.06 (0.49, 0.61)
.836
Ref
0.09 (0.66, 0.49)
.763
0.19 (0.77, 0.39)
.515
Ref
0.51 (1.05, 0.02)
.060
0.64 (1.19, 0.09)
.022
Ref
0.16 (0.57, 0.89)
.668
0.20 (0.50, 0.89)
.575
Ref
0.52 (1.30, 0.27)
.190
0.46 (1.24, 0.31)
.236
Ref
0.78 (1.98, 0.42)
.196
0.26 (1.42, 0.90)
.654
Ref
0.18 (1.71, 1.34)
.805
0.50 (0.99, 2.00)
.490
Ref
1.10 (3.11, 0.90)
.275
0.40 (2.37, 1.57)
.684
Ref
1.50 (4.65, 1.66)
.343
0.03 (2.92, 2.98)
.985
Ref
2.52 (0.62, 5.66)
.110
2.16 (0.77, 5.09)
.139 Treatment
arm
N
Adjusteda Mean change
(95% CI)
Adjusteda Mean difference
(95% CI)
p
value
Depression symptoms (SMFQ-c) – 12-
month post-treatment assessment (4)
CCBT+Con
28
4.08 (5.95, 2.21)
Ref
CCBT+MCBT
35
4.20 (5.91, 2.49)
0.12 (2.71, 2.48)
.928
CCBT+MCI
37
2.09 (3.72, 0.47)
1.99 (0.48, 4.46)
.113
Depression symptoms (SMFQ-p) – mid-
treatment assessment (1B)
CCBT+Con
40
1.32 (2.97, 0.32)
Ref
CCBT+MCBT
38
3.17 (4.86, 1.47)
1.85 (4.24, 0.55)
.130
CCBT+MCI
44
0.63 (2.20, 0.94)
0.69 (1.61, 3.00)
.552
Depression symptoms (SMFQ-p) – post-
treatment assessment (2)
CCBT+Con
34
4.60 (6.03, 3.18)
Ref
CCBT+MCBT
38
5.66 (7.03, 4.29)
1.06 (3.07, 0.96)
.301
CCBT+MCI
35
5.64 (7.07, 4.22)
1.04 (3.08, 1.00)
.314
Depression symptoms (SMFQ-p) – 6-
month post-treatment assessment (3)
CCBT+Con
36
4.25 (5.82, 2.67)
Ref
CCBT+MCBT
38
5.86 (7.40, 4.32)
1.61 (3.83, 0.61)
.154
CCBT+MCI
36
4.90 (6.49, 3.30)
0.65 (2.91, 1.61)
.570
Depression symptoms (SMFQ-p) – 12-
month post-treatment assessment (4)
CCBT+Con
30
5.14 (6.81, 3.48)
Ref
CCBT+MCBT
29
4.54 (6.25, 2.82)
0.61 (1.82, 3.04)
.619
CCBT+MCI
33
5.97 (7.55, 4.39)
0.83 (3.11, 1.46)
.474
Conduct problems (SDQ-c) – mid-
treatment assessment (1B)
CCBT+Con
54
0.48 (0.88, 0.08)
Ref
CCBT+MCBT
58
0.18 (0.56, 0.21)
0.30 (0.26, 0.86)
.289
CCBT+MCI
65
0.26 (0.62, 0.11)
0.22 (0.33, 0.77)
.427
Conduct problems (SDQ-c) – post-
treatment assessment (2)
CCBT+Con
47
0.61 (1.08, 0.14)
Ref
CCBT+MCBT
47
0.52 (1.00, 0.05)
0.09 (0.59, 0.76)
.803
CCBT+MCI
55
0.50 (0.94, 0.07)
0.10 (0.54, 0.75)
.748
Conduct problems (SDQ-c) – 6-month
post-treatment assessment (3)
CCBT+Con
42
0.88 (1.35, 0.42)
Ref
CCBT+MCBT
44
0.91 (1.37, 0.46)
0.03 (0.68, 0.62)
.925
CCBT+MCI
42
0.81 (1.28, 0.34)
0.07 (0.60, 0.74)
.832
Conduct problems (SDQ-c) – 12-month
post-treatment assessment (4)
CCBT+Con
31
1.21 (1.87, 0.55)
Ref
CCBT+MCBT
34
0.94 (1.58, 0.30)
0.27 (0.65, 1.18)
.562
CCBT+MCI
38
1.00 (1.59, 0.40)
0.21 (0.68, 1.10)
.637
Conduct problems (SDQ-p) – mid-
treatment assessment (1B)
CCBT+Con
42
0.14 (0.54, 0.26)
Ref
CCBT+MCBT
46
0.18 (0.56, 0.21)
0.04 (0.60, 0.52)
.897
CCBT+MCI
50
0.08 (0.45, 0.29)
0.06 (0.49, 0.61)
.836
Conduct problems (SDQ-p) – post-
treatment assessment (2)
CCBT+Con
37
0.65 (1.06, 0.24)
Ref
CCBT+MCBT
41
0.74 (1.12, 0.35)
0.09 (0.66, 0.49)
.763
CCBT+MCI
40
0.84 (1.23, 0.45)
0.19 (0.77, 0.39)
.515
Conduct problems (SDQ-p) – 6-month
post-treatment assessment (3)
CCBT+Con
39
0.47 (0.86, 0.09)
Ref
CCBT+MCBT
42
0.99 (1.36, 0.62)
0.51 (1.05, 0.02)
.060
CCBT+MCI
41
1.11 (1.49, 0.73)
0.64 (1.19, 0.09)
.022
Conduct problems (SDQ-p) – 12-month
post-treatment assessment (4)
CCBT+Con
32
1.04 (1.56, 0.53)
Ref
CCBT+MCBT
32
0.89 (1.40, 0.38)
0.16 (0.57, 0.89)
.668
CCBT+MCI
38
0.85 (1.31, 0.38)
0.20 (0.50, 0.89)
.575
Conduct problems (SDQ-t) – post-
treatment assessment (2)
CCBT+Con
18
0.35 (0.21, 0.91)
Ref
CCBT+MCBT
22
0.17 (0.68, 0.35)
0.52 (1.30, 0.27)
.190
CCBT+MCI
23
0.11 (0.62, 0.39)
0.46 (1.24, 0.31)
.236
Conduct problems (SDQ-t) – 6-month
post-treatment assessment (3)
CCBT+Con
12
0.57 (0.36, 1.50)
Ref
CCBT+MCBT
18
0.21 (0.98, 0.57)
0.78 (1.98, 0.42)
.196
CCBT+MCI
22
0.31 (0.37, 1.00)
0.26 (1.42, 0.90)
.654
Conduct problems (SDQ-t) – 12-month
post-treatment assessment (4)
CCBT+Con
9
0.09 (1.21, 1.03)
Ref
CCBT+MCBT
11
0.27 (1.30, 0.75)
0.18 (1.71, 1.34)
.805
CCBT+MCI
12
0.41 (0.54, 1.36)
0.50 (0.99, 2.00)
.490
Child Adjustment to School (CAS-t) –
post-treatment assessment (2)
CCBT+Con
18
0.86 (2.32, 0.60)
Ref
CCBT+MCBT
24
1.96 (3.22, 0.70)
1.10 (3.11, 0.90)
.275
CCBT+MCI
25
1.26 (2.48, 0.04)
0.40 (2.37, 1.57)
.684
Child Adjustment to School (CAS-t) – 6-
month post-treatment assessment (3)
CCBT+Con
11
1.43 (3.85, 0.99)
Ref
CCBT+MCBT
17
2.92 (4.91, 0.94)
1.50 (4.65, 1.66)
.343
CCBT+MCI
23
1.40 (3.02, 0.23)
0.03 (2.92, 2.98)
.985
Child Adjustment to School (CAS-t) –
12-month post-treatment assessment
(4)
CCBT+Con
9
2.56 (4.76, 0.37)
Ref
CCBT+MCBT
10
0.04 (2.23, 2.14)
2.52 (0.62, 5.66)
.110
CCBT+MCI
12
0.40 (2.29, 1.48)
2.16 (0.77, 5.09)
.139
CAIS-c/p, Child Anxiety Impact Scale child/parent report; CCBT+Con, child cognitive behaviour therapy + nonspecific control Treatment
arm
N
Adjusteda Mean chan
(95% CI)
Depression symptoms (SMFQ-c) – 12-
month post-treatment assessment (4)
CCBT+Con
28
4.08 (5.95, 2.21)
CCBT+MCBT
35
4.20 (5.91, 2.49)
CCBT+MCI
37
2.09 (3.72, 0.47)
Depression symptoms (SMFQ-p) – mid-
treatment assessment (1B)
CCBT+Con
40
1.32 (2.97, 0.32)
CCBT+MCBT
38
3.17 (4.86, 1.47)
CCBT+MCI
44
0.63 (2.20, 0.94)
Depression symptoms (SMFQ-p) – post-
treatment assessment (2)
CCBT+Con
34
4.60 (6.03, 3.18)
CCBT+MCBT
38
5.66 (7.03, 4.29)
CCBT+MCI
35
5.64 (7.07, 4.22)
Depression symptoms (SMFQ-p) – 6-
month post-treatment assessment (3)
CCBT+Con
36
4.25 (5.82, 2.67)
CCBT+MCBT
38
5.86 (7.40, 4.32)
CCBT+MCI
36
4.90 (6.49, 3.30)
Depression symptoms (SMFQ-p) – 12-
month post-treatment assessment (4)
CCBT+Con
30
5.14 (6.81, 3.48)
CCBT+MCBT
29
4.54 (6.25, 2.82)
CCBT+MCI
33
5.97 (7.55, 4.39)
Conduct problems (SDQ-c) – mid-
treatment assessment (1B)
CCBT+Con
54
0.48 (0.88, 0.08)
CCBT+MCBT
58
0.18 (0.56, 0.21)
CCBT+MCI
65
0.26 (0.62, 0.11)
Conduct problems (SDQ-c) – post-
treatment assessment (2)
CCBT+Con
47
0.61 (1.08, 0.14)
CCBT+MCBT
47
0.52 (1.00, 0.05)
CCBT+MCI
55
0.50 (0.94, 0.07)
Conduct problems (SDQ-c) – 6-month
post-treatment assessment (3)
CCBT+Con
42
0.88 (1.35, 0.42)
CCBT+MCBT
44
0.91 (1.37, 0.46)
CCBT+MCI
42
0.81 (1.28, 0.34)
Conduct problems (SDQ-c) – 12-month
post-treatment assessment (4)
CCBT+Con
31
1.21 (1.87, 0.55)
CCBT+MCBT
34
0.94 (1.58, 0.30)
CCBT+MCI
38
1.00 (1.59, 0.40)
Conduct problems (SDQ-p) – mid-
treatment assessment (1B)
CCBT+Con
42
0.14 (0.54, 0.26)
CCBT+MCBT
46
0.18 (0.56, 0.21)
CCBT+MCI
50
0.08 (0.45, 0.29)
Conduct problems (SDQ-p) – post-
treatment assessment (2)
CCBT+Con
37
0.65 (1.06, 0.24)
CCBT+MCBT
41
0.74 (1.12, 0.35)
CCBT+MCI
40
0.84 (1.23, 0.45)
Conduct problems (SDQ-p) – 6-month
post-treatment assessment (3)
CCBT+Con
39
0.47 (0.86, 0.09)
CCBT+MCBT
42
0.99 (1.36, 0.62)
CCBT+MCI
41
1.11 (1.49, 0.73)
Conduct problems (SDQ-p) – 12-month
post-treatment assessment (4)
CCBT+Con
32
1.04 (1.56, 0.53)
CCBT+MCBT
32
0.89 (1.40, 0.38)
CCBT+MCI
38
0.85 (1.31, 0.38)
Conduct problems (SDQ-t) – post-
treatment assessment (2)
CCBT+Con
18
0.35 (0.21, 0.91)
CCBT+MCBT
22
0.17 (0.68, 0.35)
CCBT+MCI
23
0.11 (0.62, 0.39)
Conduct problems (SDQ-t) – 6-month
post-treatment assessment (3)
CCBT+Con
12
0.57 (0.36, 1.50)
CCBT+MCBT
18
0.21 (0.98, 0.57)
CCBT+MCI
22
0.31 (0.37, 1.00)
Conduct problems (SDQ-t) – 12-month
post-treatment assessment (4)
CCBT+Con
9
0.09 (1.21, 1.03)
CCBT+MCBT
11
0.27 (1.30, 0.75)
CCBT+MCI
12
0.41 (0.54, 1.36)
Child Adjustment to School (CAS-t) –
post-treatment assessment (2)
CCBT+Con
18
0.86 (2.32, 0.60)
CCBT+MCBT
24
1.96 (3.22, 0.70)
CCBT+MCI
25
1.26 (2.48, 0.04)
Child Adjustment to School (CAS-t) – 6-
month post-treatment assessment (3)
CCBT+Con
11
1.43 (3.85, 0.99)
CCBT+MCBT
17
2.92 (4.91, 0.94)
CCBT+MCI
23
1.40 (3.02, 0.23)
Child Adjustment to School (CAS-t) –
12-month post-treatment assessment
(4)
CCBT+Con
9
2.56 (4.76, 0.37)
CCBT+MCBT
10
0.04 (2.23, 2.14)
CCBT+MCI
12
0.40 (2.29, 1.48) CAIS-c/p, Child Anxiety Impact Scale child/parent report; CCBT+Con, child cognitive behaviour therapy + nonspecific control
interventions; CCBT+MCBT, CCBT + maternal cognitive behaviour therapy; CCBT+MCI, CCBT + mother–child interaction
treatment; SCAS-c/p, Spence Children’s Anxiety Scale – child/parent report; SDQ-p, Strengths and Difficulties Questionnaire –
parent report; SMFQ-c/p, Short Mood and Feelings Questionnaire – child/parent report. Discussion This indi-
cates that costs associated with childhood anxiety
disorders are likely to be underestimated if a purely
healthcare provider perspective is adopted, and it doi:10.1111/jcpp.13089 Child and maternal anxiety disorder Child and maternal anxiety disorder 71 Table 5 Statistical analyses for child secondary continuous outcomes
Treatment
arm
N
Adjusteda Mean change
(95% CI)
Anxiety symptoms (SCAS-c) – mid-
treatment assessment (1B)
CCBT+Con
53
7.71 (10.87, 4.56)
CCBT+MCBT
60
6.15 (9.13, 3.17)
CCBT+MCI
64
6.02 (8.89, 3.15)
Anxiety symptoms (SCAS-c) – post-
treatment assessment (2)
CCBT+Con
45
19.68 (23.48, 15.89)
CCBT+MCBT
46
13.71 (17.49, 9.92)
CCBT+MCI
52
15.73 (19.27, 12.19)
Anxiety symptoms (SCAS-c) – 6-month
post-treatment assessment (3)
CCBT+Con
41
17.85 (22.73, 12.98)
CCBT+MCBT
43
16.59 (21.35, 11.83)
CCBT+MCI
41
17.60 (22.52, 12.67)
Anxiety symptoms (SCAS-c) – 12-month
post-treatment assessment (4)
CCBT+Con
31
18.11 (23.18, 13.03)
CCBT+MCBT
34
18.92 (23.82, 14.01)
CCBT+MCI
37
17.98 (22.59, 13.38)
Anxiety symptoms (SCAS-p) – mid-
treatment assessment (1B)
CCBT+Con
42
8.30 (11.68, 4.93)
CCBT+MCBT
44
8.14 (11.45, 4.83)
CCBT+MCI
48
9.38 (12.54, 6.21)
Anxiety symptoms (SCAS-p) – post-
treatment assessment (2)
CCBT+Con
36
18.00 (21.09, 14.88)
CCBT+MCBT
39
16.77 (19.75, 13.78)
CCBT+MCI
38
18.30 (21.35, 15.25)
Anxiety symptoms (SCAS-p) – 6-month
post-treatment assessment (3)
CCBT+Con
36
17.44 (21.03, 13.84)
CCBT+MCBT
41
16.62 (20.00, 13.25)
CCBT+MCI
38
19.17 (22.72, 15.61)
Anxiety symptoms (SCAS-p) – 12-month
post-treatment assessment (4)
CCBT+Con
30
22.37 (26.62, 18.12)
CCBT+MCBT
31
16.36 (20.58, 12.15)
CCBT+MCI
33
20.74 (24.78, 16.71)
Anxiety symptoms (SCAS-t) – post-
treatment assessment (2)
CCBT+Con
7
4.02 (11.27, 3.23)
CCBT+MCBT
14
4.94 (9.90, 0.03)
CCBT+MCI
12
5.31 (10.53, 0.10)
Anxiety symptoms (SCAS-t) – 6-month
post-treatment assessment (3)
CCBT+Con
4
1.88 (15.75, 12.00)
CCBT+MCBT
9
15.07 (22.85, 7.29)
CCBT+MCI
15
10.26 (15.89, 4.64)
Anxiety symptoms (SCAS-t) – 12-month
post-treatment assessment (4)
CCBT+Con
4
7.90 (17.17, 1.37)
CCBT+MCBT
4
0.04 (18.30, 18.22)
CCBT+MCI
5
11.90 (23.14, 0.66)
Child Anxiety Impact Scale (CAIS-c) –
mid-treatment assessment (1B)
CCBT+Con
52
4.30 (7.36, 1.24)
CCBT+MCBT
58
6.48 (9.41, 3.55)
CCBT+MCI
62
7.19 (9.97, 4.41)
Child Anxiety Impact Scale (CAIS-c) –
post-treatment assessment (2)
CCBT+Con
44
8.19 (12.10, 4.28)
CCBT+MCBT
45
6.28 (10.20, 2.37)
CCBT+MCI
53
6.49 (10.05, 2.93)
Child Anxiety Impact Scale (CAIS-c) – 6-
month post-treatment assessment (3)
CCBT+Con
38
12.45 (15.06, 9.84)
CCBT+MCBT
43
11.02 (13.50, 8.54)
CCBT+MCI
41
10.75 (13.29, 8.21)
Child Anxiety Impact Scale (CAIS-c) –
12-month post-treatment assessment
(4)
CCBT+Con
29
12.83 (17.14, 8.51)
CCBT+MCBT
33
9.25 (13.41, 5.09)
CCBT+MCI
37
11.71 (15.48, 7.93)
Child Anxiety Impact Scale (CAIS-p) –
mid-treatment assessment (1B)
CCBT+Con
39
2.39 (4.69, 0.08)
CCBT+MCBT
39
5.57 (7.89, 3.25)
CCBT+MCI
40
4.77 (7.05, 2.48)
Child Anxiety Impact Scale (CAIS-p) –
post-treatment assessment (2)
CCBT+Con
33
10.19 (12.37, 8.01)
CCBT+MCBT
35
12.95 (15.09, 10.80)
CCBT+MCI
31
10.15 (12.45, 7.84)
Child Anxiety Impact Scale (CAIS-p) – 6-
month post-treatment assessment (3)
CCBT+Con
35
9.25 (12.12, 6.37)
CCBT+MCBT
37
12.13 (14.95, 9.31)
CCBT+MCI
34
9.69 (12.68, 6.70)
Child Anxiety Impact Scale (CAIS-p) –
12-month post-treatment assessment
(4)
CCBT+Con
28
9.50 (12.44, 6.56)
CCBT+MCBT
27
12.11 (15.19, 9.04)
CCBT+MCI
31
12.15 (14.99, 9.32)
Depression symptoms (SMFQ-c) – mid-
treatment assessment (1B)
CCBT+Con
52
2.83 (3.96, 1.70)
CCBT+MCBT
60
2.09 (3.15, 1.03)
CCBT+MCI
64
2.48 (3.50, 1.45)
Depression symptoms (SMFQ-c) – post-
treatment assessment (2)
CCBT+Con
46
5.03 (6.35, 3.71)
CCBT+MCBT
47
2.25 (3.57, 0.93)
CCBT+MCI
54
2.70 (3.92, 1.48)
Depression symptoms (SMFQ-c) – 6-
month post-treatment assessment (3)
CCBT+Con
40
3.81 (5.33, 2.29)
CCBT+MCBT
44
3.52 (4.97, 2.06)
CCBT+MCI
39
3.97 (5.52, 2.41) Table 5 Statistical analyses for child secondary continuous outcomes Table 5 Statistical analyses for child secondary continuous outcomes
Treatment
arm
N
Adjusteda Mean change
(95% CI)
Adjusteda Mean difference
(95% CI)
p
value
Anxiety symptoms (SCAS-c) – mid-
treatment assessment (1B)
CCBT+Con
53
7.71 (10.87, 4.56)
Ref
CCBT+MCBT
60
6.15 (9.13, 3.17)
1.57 (2.82, 5.96)
.482
CCBT+MCI
64
6.02 (8.89, 3.15)
1.69 (2.61, 5.99)
.438
Anxiety symptoms (SCAS-c) – post-
treatment assessment (2)
CCBT+Con
45
19.68 (23.48, 15.89)
Ref
CCBT+MCBT
46
13.71 (17.49, 9.92)
5.97 (0.54, 11.41)
.031
CCBT+MCI
52
15.73 (19.27, 12.19)
3.96 (1.28, 9.19)
.137
Anxiety symptoms (SCAS-c) – 6-month
post-treatment assessment (3)
CCBT+Con
41
17.85 (22.73, 12.98)
Ref
CCBT+MCBT
43
16.59 (21.35, 11.83)
1.26 (5.56, 8.08)
.715
CCBT+MCI
41
17.60 (22.52, 12.67)
0.26 (6.77, 7.28)
.943
Anxiety symptoms (SCAS-c) – 12-month
post-treatment assessment (4)
CCBT+Con
31
18.11 (23.18, 13.03)
Ref
CCBT+MCBT
34
18.92 (23.82, 14.01)
0.81 (7.96, 6.34)
.823
CCBT+MCI
37
17.98 (22.59, 13.38)
0.12 (6.73, 6.97)
.972
Anxiety symptoms (SCAS-p) – mid-
treatment assessment (1B)
CCBT+Con
42
8.30 (11.68, 4.93)
Ref
CCBT+MCBT
44
8.14 (11.45, 4.83)
0.17 (4.62, 4.96)
.944
CCBT+MCI
48
9.38 (12.54, 6.21)
1.07 (5.75, 3.62)
.653
Anxiety symptoms (SCAS-p) – post-
treatment assessment (2)
CCBT+Con
36
18.00 (21.09, 14.88)
Ref
CCBT+MCBT
39
16.77 (19.75, 13.78)
1.22 (3.15, 5.59)
.581
CCBT+MCI
38
18.30 (21.35, 15.25)
0.32 (4.77, 4.14)
.888
Anxiety symptoms (SCAS-p) – 6-month
post-treatment assessment (3)
CCBT+Con
36
17.44 (21.03, 13.84)
Ref
CCBT+MCBT
41
16.62 (20.00, 13.25)
0.82 (4.11, 5.74)
.743
CCBT+MCI
38
19.17 (22.72, 15.61)
1.73 (6.86, 3.40)
.505
Anxiety symptoms (SCAS-p) – 12-month
post-treatment assessment (4)
CCBT+Con
30
22.37 (26.62, 18.12)
Ref
CCBT+MCBT
31
16.36 (20.58, 12.15)
6.01 (0.01, 12.02)
.050
CCBT+MCI
33
20.74 (24.78, 16.71)
1.62 (4.27, 7.51)
.585
Anxiety symptoms (SCAS-t) – post-
treatment assessment (2)
CCBT+Con
7
4.02 (11.27, 3.23)
Ref
CCBT+MCBT
14
4.94 (9.90, 0.03)
0.92 (10.69, 8.85)
.847
CCBT+MCI
12
5.31 (10.53, 0.10)
1.29 (10.86, 8.27)
.782
Anxiety symptoms (SCAS-t) – 6-month
post-treatment assessment (3)
CCBT+Con
4
1.88 (15.75, 12.00)
Ref
CCBT+MCBT
9
15.07 (22.85, 7.29)
13.19 (30.33, 3.94)
.123
CCBT+MCI
15
10.26 (15.89, 4.64)
8.39 (24.79, 8.01)
.296
Anxiety symptoms (SCAS-t) – 12-month
post-treatment assessment (4)
CCBT+Con
4
7.90 (17.17, 1.37)
Ref
CCBT+MCBT
4
0.04 (18.30, 18.22)
7.86 (12.83, 28.55)
.244
CCBT+MCI
5
11.90 (23.14, 0.66)
4.00 (18.25, 10.25)
.351
Child Anxiety Impact Scale (CAIS-c) –
mid-treatment assessment (1B)
CCBT+Con
52
4.30 (7.36, 1.24)
Ref
CCBT+MCBT
58
6.48 (9.41, 3.55)
2.18 (6.51, 2.15)
.322
CCBT+MCI
62
7.19 (9.97, 4.41)
2.89 (7.03, 1.26)
.171
Child Anxiety Impact Scale (CAIS-c) –
post-treatment assessment (2)
CCBT+Con
44
8.19 (12.10, 4.28)
Ref
CCBT+MCBT
45
6.28 (10.20, 2.37)
1.91 (3.73, 7.55)
.505
CCBT+MCI
53
6.49 (10.05, 2.93)
1.70 (3.63, 7.03)
.530
Child Anxiety Impact Scale (CAIS-c) – 6-
month post-treatment assessment (3)
CCBT+Con
38
12.45 (15.06, 9.84)
Ref
CCBT+MCBT
43
11.02 (13.50, 8.54)
1.43 (2.21, 5.07)
.437
CCBT+MCI
41
10.75 (13.29, 8.21)
1.70 (1.97, 5.37)
.361
Child Anxiety Impact Scale (CAIS-c) –
12-month post-treatment assessment
(4)
CCBT+Con
29
12.83 (17.14, 8.51)
Ref
CCBT+MCBT
33
9.25 (13.41, 5.09)
3.57 (2.59, 9.74)
.253
CCBT+MCI
37
11.71 (15.48, 7.93)
1.12 (4.59, 6.83)
.698
Child Anxiety Impact Scale (CAIS-p) –
mid-treatment assessment (1B)
CCBT+Con
39
2.39 (4.69, 0.08)
Ref
CCBT+MCBT
39
5.57 (7.89, 3.25)
3.18 (6.51, 0.15)
.061
CCBT+MCI
40
4.77 (7.05, 2.48)
2.38 (5.67, 0.91)
.154
Child Anxiety Impact Scale (CAIS-p) –
post-treatment assessment (2)
CCBT+Con
33
10.19 (12.37, 8.01)
Ref
CCBT+MCBT
35
12.95 (15.09, 10.80)
2.76 (5.86, 0.34)
.080
CCBT+MCI
31
10.15 (12.45, 7.84)
0.04 (3.20, 3.28)
.980
Child Anxiety Impact Scale (CAIS-p) – 6-
month post-treatment assessment (3)
CCBT+Con
35
9.25 (12.12, 6.37)
Ref
CCBT+MCBT
37
12.13 (14.95, 9.31)
2.88 (6.92, 1.16)
.160
CCBT+MCI
34
9.69 (12.68, 6.70)
0.44 (4.61, 3.73)
.835
Child Anxiety Impact Scale (CAIS-p) –
12-month post-treatment assessment
(4)
CCBT+Con
28
9.50 (12.44, 6.56)
Ref
CCBT+MCBT
27
12.11 (15.19, 9.04)
2.61 (6.88, 1.66)
.227
CCBT+MCI
31
12.15 (14.99, 9.32)
2.65 (6.72, 1.42)
.199
Depression symptoms (SMFQ-c) – mid-
treatment assessment (1B)
CCBT+Con
52
2.83 (3.96, 1.70)
Ref
CCBT+MCBT
60
2.09 (3.15, 1.03)
0.74 (0.82, 2.30)
.350
CCBT+MCI
64
2.48 (3.50, 1.45)
0.36 (1.18, 1.90)
.649
Depression symptoms (SMFQ-c) – post-
treatment assessment (2)
CCBT+Con
46
5.03 (6.35, 3.71)
Ref
CCBT+MCBT
47
2.25 (3.57, 0.93)
2.78 (0.88, 4.68)
.004
CCBT+MCI
54
2.70 (3.92, 1.48)
2.33 (0.52, 4.14)
.012
Depression symptoms (SMFQ-c) – 6-
month post treatment assessment (3)
CCBT+Con
40
3.81 (5.33, 2.29)
Ref
CCBT+MCBT
44
3 52 ( 4 97
2 06)
0 30 ( 1 82 2 42)
783 Adjusteda Mean difference
(95% CI)
p
value
Ref
1.57 (2.82, 5.96)
.482
1.69 (2.61, 5.99)
.438
Ref
5.97 (0.54, 11.41)
.031
3.96 (1.28, 9.19)
.137
Ref
1.26 (5.56, 8.08)
.715
0.26 (6.77, 7.28)
.943
Ref
0.81 (7.96, 6.34)
.823
0.12 (6.73, 6.97)
.972
Ref
0.17 (4.62, 4.96)
.944
1.07 (5.75, 3.62)
.653
Ref
1.22 (3.15, 5.59)
.581
0.32 (4.77, 4.14)
.888
Ref
0.82 (4.11, 5.74)
.743
1.73 (6.86, 3.40)
.505
Ref
6.01 (0.01, 12.02)
.050
1.62 (4.27, 7.51)
.585
Ref
0.92 (10.69, 8.85)
.847
1.29 (10.86, 8.27)
.782
Ref
13.19 (30.33, 3.94)
.123
8.39 (24.79, 8.01)
.296
Ref
7.86 (12.83, 28.55)
.244
4.00 (18.25, 10.25)
.351
Ref
2.18 (6.51, 2.15)
.322
2.89 (7.03, 1.26)
.171
Ref
1.91 (3.73, 7.55)
.505
1.70 (3.63, 7.03)
.530
Ref
1.43 (2.21, 5.07)
.437
1.70 (1.97, 5.37)
.361
Ref
3.57 (2.59, 9.74)
.253
1.12 (4.59, 6.83)
.698
Ref
3.18 (6.51, 0.15)
.061
2.38 (5.67, 0.91)
.154
Ref
2.76 (5.86, 0.34)
.080
0.04 (3.20, 3.28)
.980
Ref
2.88 (6.92, 1.16)
.160
0.44 (4.61, 3.73)
.835
Ref
2.61 (6.88, 1.66)
.227
2.65 (6.72, 1.42)
.199
Ref
0.74 (0.82, 2.30)
.350
0.36 (1.18, 1.90)
.649
Ref
2.78 (0.88, 4.68)
.004
2.33 (0.52, 4.14)
.012
Ref
0.30 (1.82, 2.42)
.783
0.16 (2.36, 2.04)
.887
(continued) J Child Psychol Psychiatr 2020; 61(1): 62–76 Cathy Creswell et al. CAIS-c/p, Child Anxiety Impact Scale child/parent report; CCBT+Con, child cognitive behaviour therapy + nonspecific control
interventions; CCBT+MCBT, CCBT + maternal cognitive behaviour therapy; CCBT+MCI, CCBT + mother–child interaction
treatment; SCAS-c/p, Spence Children’s Anxiety Scale – child/parent report; SDQ-p, Strengths and Difficulties Questionnaire –
parent report; SMFQ-c/p, Short Mood and Feelings Questionnaire – child/parent report.
aAdjusted for child age, child gender, type of child anxiety disorder (GAD, social phobia, SAD, other), baseline severity (ADIS
Clinician Severity Rating) of the child’s primary anxiety disorder baseline severity (ADIS Mother self report) of the mother’s primary Discussion p
p
;
Q
/p,
g
Q
/p
p
aAdjusted for child age, child gender, type of child anxiety disorder (GAD, social phobia, SAD, other), baseline severity (ADIS
Clinician Severity Rating) of the child’s primary anxiety disorder, baseline severity (ADIS Mother self-report) of the mother’s primary
anxiety disorder and baseline questionnaire score. © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health. 73 Child and maternal anxiety disorder doi:10.1111/jcpp.13089 Panel 1 – CCBT+MCBT vs CCBT+Con
Panel 2 – CCBT+MCI vs CCBT+Con
Figure 2 Cost-effectiveness acceptability curves for the base-case analyses. CCBT+Con, child-focused cognitive behaviour therapy +
nonspecific control interventions; CCBT+ MCBT, CCBT + CBT to target maternal anxiety disorder; CCBT+MCI, CCBT + intervention to target
the mother–child interaction [Colour figure can be viewed at wileyonlinelibrary.com] Panel 2 – CCBT+MCI vs CCBT+Con Panel 2 – CCBT+MCI vs CCBT+Con Panel 1 – CCBT+MCBT vs CCBT+Con Figure 2 Cost-effectiveness acceptability curves for the base-case analyses. CCBT+Con, child-focused cognitive behaviour therapy +
nonspecific control interventions; CCBT+ MCBT, CCBT + CBT to target maternal anxiety disorder; CCBT+MCI, CCBT + intervention to target
the mother–child interaction [Colour figure can be viewed at wileyonlinelibrary.com] inclusion of nonspecific interventions to balance
therapist contact, a design which allowed for isolat-
ing the effects of specifically targeting maternal
anxiety and parenting responses, and the inclusion
of
a
broad
societal
perspective,
prospectively
designed economic evaluation measuring and valu-
ing both mother and child costs and outcomes. These strengths need to be considered in the light of
various limitations. Although we allowed for 20%
loss to follow-up, by the one year post-treatment,
assessment retention was down to 61% in the
CCBT+Con arm. Although there were no clear base-
line differences between completers and those who
dropped out, it is of concern that the greatest drop-
out occurred during the eight-session maternal
counselling phase which may not have been a
sufficiently acceptable treatment approach for some
families. Whether dropouts overrepresented those
with good or bad treatment outcomes cannot be
determined, although the sensitivity analyses that
were conducted gave a consistent pattern of results
which suggest that this was not the case. Other
limitations include the relatively restricted demo-
graphic characteristics of the participants, who were
predominantly of nonminority ethnicity and rela-
tively high socioeconomic status. Discussion We elected to focus
on middle childhood (7–12 years) as anxiety disor-
ders can be reliably diagnosed at this age, particular
parental behaviours have been observed in the
context
of
parent
anxiety
disorder
at
this
age
(Creswell et al., 2013), and it is likely that the nature
of parental influences on child anxiety varies with
child age (Connell & Goodman, 2002; Maccoby,
1992). We also focused on intervening with mothers
as parental influences have also been shown to differ
according to parent gender (B€ogels & Perotti, 2011). As a result, however, the findings cannot be gener-
alised to younger children, to adolescents or to
interventions with fathers or other caregivers. The
study also included children and mothers with a reduction in the frequency of maternal anxiety
disorder. However, after the children had received
treatment, there was no longer a significant differ-
ence in maternal disorder status, with all treatment
arms showing relatively high rates of recovery from
maternal disorders. This is consistent with previous
findings indicating that reductions in child anxiety
are associated with reductions in parental anxiety
(Settipani et al., 2013). We conducted observational assessments of par-
ental responses before and after treatment for child
anxiety disorders which provided evidence that, in
terms of a relative change in overprotective beha-
viours, the mother–child interaction treatment was
successful. The MCI intervention was also associ-
ated with change in maternal cognitions associated
with confidence in child coping (i.e. reduced predic-
tions regarding child fear and increased predictions
regarding child control). Despite these positive ben-
efits, no significant benefit to child outcome was
conferred. Possible reasons for this may be that the
changes were not of sufficient magnitude to be of
benefit, or, as noted above, that change in these
factors is not in fact critical to changing child
anxiety. Notably, there was no specific benefit for
the
MCI intervention
on
measures
of maternal
expressed anxiety, intrusiveness or positive beha-
viours. While it is possible that the intervention was
ineffective with respect to these dimensions, it may
well be that these parental behaviours changed
equally across groups in response to improvements
in child anxiety (Silverman, Kurtines, Jaccard, &
Pina, 2009). However, it may also reflect limitations
in the extent to which these laboratory-based obser-
vational tasks assess parenting dimensions as they
are expressed in the home. © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health. Correspondence Cathy Creswell, Department of Experimental Psychol-
ogy, University of Oxford, Anna Watts Building, Rad-
cliffe Observatory Quarter, Woodstock Road, Oxford,
OX2 6HG, UK; Email: cathy.creswell@psych.ox.ac.uk Cathy Creswell, Department of Experimental Psychol-
ogy, University of Oxford, Anna Watts Building, Rad-
cliffe Observatory Quarter, Woodstock Road, Oxford,
OX2 6HG, UK; Email: cathy.creswell@psych.ox.ac.uk Discussion Cost utility analysis – CCBT+MCBT versus
CCBT(+Con). Table S8. Cost utility analysis – CCBT+MCBT versus
CCBT(+Con). Table S9. Cost utility analysis – CCBT+MCI versus
CCBT(+Con). Table S9. Cost utility analysis – CCBT+MCI versus
CCBT(+Con). Table
S10. Societal
cost
mean
differences
–
CCBT+MCBT versus CCBT; CCBT+ MCI versus CCBT
(+Con). Table
S10. Societal
cost
mean
differences
–
CCBT+MCBT versus CCBT; CCBT+ MCI versus CCBT
(+Con). Table S11. Treatment resource use mean differences –
CCBT+MCBT versus CCBT+Con. Table S11. Treatment resource use mean differences –
CCBT+MCBT versus CCBT+Con. Table S12. Treatment resource use mean differences –
CCBT+MCI versus CCBT+Con. Table S12. Treatment resource use mean differences –
CCBT+MCI versus CCBT+Con. Acknowledgements This trial was supported by grants from the Medical
Research Council/National Institute of Health Research
Efficacy and Mechanism Evaluation program (09/800/
17), Berkshire Healthcare Foundation Trust and the
Thames Valley Comprehensive Local Research Network;
C.C. was supported by MRC Clinician Scientist Fellowship
(G0601874).Trialregistrationnumber:ISRCTN19762288
(doi.10.1186/ISRCTN19762288). The full trial report can
be found here: doi: 10.3310/hta19380 In sum, the current study showed that good
clinical outcomes can be achieved for children with
anxiety disorders in the context of maternal anxiety
disorder by providing high-quality individual child
CBT together with some parental support. However,
although offering CBT to mothers for their own
anxiety disorders gave an early boost to the timing
of maternal recovery, it did not lead to a significant
clinical benefit in terms of child anxiety treatment
outcome and (given the higher costs) was not cost-
effective. An adjunctive treatment to target parenting
responses had a nonsignificant positive effect on
child outcomes, which, despite the higher costs, may
be cost-effective. The findings also suggest that
reductions in child anxiety may have a positive effect
on maternal mental health. The authors thank the participating families, the
managers,
administrators,
therapists,
assessors,
coders, clinical supervisors and the Trial Steering and
Data Management and Ethics Committee members
(Chairs: Professor Jonathan Hill & John Geddes). The
authors also thank Liz White for her support in
preparing the manuscript. This report presents inde-
pendent research managed by the National Institute for
Health
Research
(NIHR). The
views
and
opinions
expressed by authors in this publication are those of
the authors and do not necessarily reflect those of the
NHS, the NIHR, MRC, CCF, NETSCC or the Department
of Health. The authors have declared that they have no
competing or potential conflicts of interest. Discussion The study had several notable strengths, including
the use of reliable, blind raters to make assessments
of child and maternal anxiety and maternal beha-
viours and cognitions before and after treatment, the Cathy Creswell et al. J Child Psychol Psychiatr 2020; 61(1): 62–76 74 broad range of anxiety disorders, and further work
needs to be done which takes account of the precise
form of parental and child anxiety. Appendix S4. Multiple imputation approach. pp
p
p
pp
Table S1. Scores at each time point on continuous
secondary outcome measures. p
y
For
the
health
economics
analyses,
data
on
resource use and costs of additional health and
personal social services beyond the NHS treatment
costs were characterised by a high percentage of
missing data. However, the economic results were
confirmed by multiple sensitivity analyses, including
a variation that best approximated a complete-case
scenario. The
base-case
economic
evaluations
excluded the costs of the two nonspecific interven-
tions (i.e. family healthy living and nondirective
counselling for mothers), which were introduced to
match for therapist time/contact across the trial
arms, and are not commonly delivered in ‘real-world’
settings. While the sensitivity analyses that were
conducted including those costs confirmed and rein-
forced the base-case results, it should be acknowl-
edged that the nonspecific interventions may not have
been completely neutral in their effect. However, in the
absence of a valid counterfactual, we are unable to
quantify that potential impact. Furthermore, this
study should be regarded as providing an indication
of
the
short-term
likely
cost-effectiveness
of
CCBT+MCBT or CCBT+MCI compared to CCBT, with
further research required to determine cost-effective-
ness in the longer term. Finally, generalising these
economic findings to other populations and settings
(e.g. different healthcare systems) is challenging and,
with the added complexity associated with capturing
the broader societal impact as well as the combined
mother/child impacts, the cost-effectiveness results
are best interpreted with caution. Table S2. Unit costs. Table S3. Sensitivity analyses for base-case compar-
isons. Table S4. Descriptive data: Maternal anxiety disorders,
behaviours and cognitions. Table S5. Manipulation checks: Statistical analyses for
maternal anxiety disorders, behaviours and cognitions. Table S6. Health Economic data completeness (per-
centage of missing data reported). Table S7. Child and mother combined Quality Adjusted
Life
Years
(QALYs)
gained
–
CCBT+MCBT
versus
CCBT+Con; CCBT+MCI versus CCBT+Con. Q
y
j
Life
Years
(QALYs)
gained
–
CCBT+MCBT
versus
CCBT+Con; CCBT+MCI versus CCBT+Con. Table S8. © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
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ders in German adolescents. Journal of Anxiety Disorders,
14, 263–279. Cobham, V.E., Dadds, M.R., & Spence, S.H. (1998). The role of
parental anxiety in the treatment of childhood anxiety. Journal of Consulting and Clinical Psychology, 66, 893–905. Faria, R., Gomes, M., Epstein, D., & White, I.R. (2014). A guide
to handling missing data in cost-effectiveness analysis
conducted within randomised controlled trials. Pharma-
coeconomics, 32, 1157–1170. Connell, A.M., & Goodman, S.H. (2002). The association
between psychopathology in fathers versus mothers and
children’s internalizing and externalizing behavior prob-
lems: A meta-analysis. Psychological Bulletin, 128, 746–773. Fenwick, E., Marshall, D.A., Levy, A.R., & Nichol, G. (2006). Using
and
interpreting
cost-effectiveness
acceptability
curves: An example using data from a trial of management
strategies
for
atrial
fibrillation. BMC
Health
Services
Research, 6, 1. Cooper, P.J., Fearn, V., Willetts, L., Seabrook, H., & Parkinson,
M. (2006). Affective disorder in the parents of a clinic sample
of children with anxiety disorders. Journal of Affective
Disorders, 93, 205–212. Key points
Treatment outcomes for children with anxiety disorders are impaired in the context of concurrent parental
anxiety disorder but it is unclear how to improve outcomes.
Treatment outcomes for children with anxiety disorders are impaired in the context of concurrent parental
anxiety disorder but it is unclear how to improve outcomes.
In this RCT for children with anxiety disorders whose mothers also had a current anxiety disorder, individual
child-focused CBT was supplemented with treatments to (a) improve maternal anxiety (MCBT) or (b) alter
maternal responses to her child when faced with challenge (MCI).
In this RCT for children with anxiety disorders whose mothers also had a current anxiety disorder, individual
child-focused CBT was supplemented with treatments to (a) improve maternal anxiety (MCBT) or (b) alter
maternal responses to her child when faced with challenge (MCI). p
g
The adjunct treatments were successful in improving maternal anxiety and responses; however, this did not
lead to a significant benefit in terms of child anxiety treatment outcome. g
The adjunct treatments were successful in improving maternal anxiety and responses; however, this did not
lead to a significant benefit in terms of child anxiety treatment outcome. g
y
Good child outcomes were achieved for children with anxiety disorders in the context of maternal anxiety
disorder by providing high-quality individual child CBT together with some parental support.
Reductions in child anxiety may also have a positive effect on maternal mental health
Good child outcomes were achieved for children with anxiety disorders in the context of maternal anxiety
disorder by providing high-quality individual child CBT together with some parental support.
Reductions in child anxiety may also have a positive effect on maternal mental health. y
y
p
MCI (but not MCBT) may be a cost-effective psychological approach for the treatment of child anxiety
problems in the context of maternal anxiety disorders. y
y
p
MCI (but not MCBT) may be a cost-effective psychological approach for the treatment of child anxiety
problems in the context of maternal anxiety disorders. Creswell, C., Violato, M., Fairbanks, H., White, E., Parkinson,
M., Abitabile, G., . . . & Cooper, P.J. (2017). Clinical outcomes
and cost-effectiveness of brief guided parent-delivered cog-
nitive behavioural therapy and solution-focused brief ther-
apy
for
treatment
of
childhood
anxiety
disorders:
A
randomised controlled trial. The Lancet Psychiatry, 4, 529–
539. Supporting information pp
g
Additional supporting information may be found online
in the Supporting Information section at the end of the
article: Peter J. Cooper, School of Psychology and Clinical
Language Sciences, University of Reading, Reading,
Berkshire, RG6 6AL, UK; Email: p.j.cooper@reading. ac.uk Peter J. Cooper, School of Psychology and Clinical
Language Sciences, University of Reading, Reading,
Berkshire, RG6 6AL, UK; Email: p.j.cooper@reading. ac.uk Appendix S1. Study protocol. Appendix S2. Statistical analysis plan. Appendix S3. Adherence and fidelity. Appendix S1. Study protocol. Appendix S1. Study protocol. Appendix S2. Statistical analysis plan. Appendix S3. Adherence and fidelity. © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health. © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child
d Ad l
t M
t l H
lth doi:10.1111/jcpp.13089 75 Child and maternal anxiety disorder © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health. References In R.G. Heimberg,
C.L. Turk & D.S. Mennin (Eds.), Generalized anxiety disor-
der: Advances in research and practice (pp. 51–74). New
York: Guilford Press. Piacentini, J., Bennett, S., Compton, S.N., Kendall, P.C.,
Birmaher, B., Albano, A.M., . . . & Ginsburg, G. (2014). 24-
and 36-week outcomes for the Child/Adolescent Anxiety
Multimodal Study (CAMS). Journal of the American Academy
of Child and Adolescent Psychiatry, 53, 297–310. Hudson, J.L., Rapee, R.M., Deveney, C., Schniering, C.A.,
Lyneham, H.J., & Bovopoulos, N. (2009). Cognitive-behav-
ioral treatment versus an active control for children and
adolescents with anxiety disorders: A randomized trial. Journal of the American Academy of Child and Adolescent
Psychiatry, 48, 533–544. Schleider, J.L., Ginsburg, G.S., Keeton, C.P., Weisz, J.R.,
Birmaher, B., Kendall, P.C., . . . & Walkup, J.T. (2015). Parental psychopathology and treatment outcome for anx-
ious youth: Roles of family functioning and caregiver strain. Journal of Consulting and Clinical Psychology, 83, 213–224. Settipani, A., O’Neil, A., Podell, L., Beidas, S., & Kendall, P.C. (2013). Youth anxiety and parent factors over time: Direc-
tionality of change among youth treated for anxiety. Journal
of Clinical Child and Adolescent Psychology, 42, 9–21. Hudson, J.L., Keers, R., Roberts, S., Coleman, J.R., Breen, G.,
Arendt, K., . . . Heiervang, E.R. (2015). Clinical predictors of
response to cognitive-behavioral therapy in pediatric anxiety
disorders: the Genes for Treatment (GxT) study. Journal of
the American Academy of Child & Adolescent Psychiatry, 54,
454–463. Silverman, W.K., & Albano, A.M. (1996). Anxiety disorders
interview schedule for DSM-IV.: Parent interview schedule,
Vol. (1). UK: Oxford University Press. Husereau, D., Drummond, M., Petrou, S., Carswell, C.,
Moher, D., Greenberg, D., . . . & Loder, E. (2013). Consol-
idated health economic evaluation reporting standards
(CHEERS)
statement. Cost
Effectiveness
and
Resource
Allocation, 11, 1. Silverman, W.K., Kurtines, W.M., Jaccard, J., & Pina, A.A. (2009). Directionality of change in youth anxiety treatment
involving parents: An initial examination. Journal of Con-
sulting and Clinical Psychology, 77, 474. Simon, E., Dirksen, C., B€ogels, S., & Bodden, D. (2012). Cost-
effectiveness of child-focused and parent-focused interven-
tions in a child anxiety prevention program. Journal of
Anxiety Disorders, 26, 287–296. James, A.C., James, G., Cowdrey, F.A., Soler, A., & Choke, A. (2013). Cognitive behavioural therapy for anxiety disorders
in children and adolescents. Cochrane Database Syst, Rev,
6. Tilford, J.M., Payakachat, N., Kuhlthau, K.A., Pyne, J.M.,
Kovacs, E., Bellando, J., . . . & Frye, R.E. (2015). References Costello, E.J., Egger, H.L., & Angold, A. (2004). Developmental
Epidemiology of Anxiety Disorders. In T.H. Ollendick & J.S. March (Eds.), Phobic and anxiety disorders in children and
adolescents: A clinician’s guide to effective psychosocial and
pharmacological interventions (pp. 61–91). New York: Oxford
University Press. Gallagher, H.M., Rabian, B.A., & McCloskey, M.S. (2004). A
brief group cognitive-behavioral intervention for social pho-
bia in childhood. Journal of Anxiety Disorders, 18, 459–479. Ginsburg, G.S., & Drake, K.L. (2002). School-based treatment
for anxious African-American adolescents: A controlled pilot
study. Journal of the American Academy of Child and
Adolescent Psychiatry, 41, 768–775. Creswell, C., Apetroaia, A., Murray, L., & Cooper, P. (2013). Cognitive, affective, and behavioral characteristics of moth-
ers with anxiety disorders in the context of child anxiety
disorder. Journal of Abnormal Psychology, 122, 26. Ginsburg, G.S., Kendall, P.C., Sakolsky, D., Compton, S.N.,
Piacentini, J., Albano, A.M., . . . & Rynn, M.A. (2011). Remission after acute treatment in children and adolescents
with anxiety disorders: Findings from the CAMS. Journal of
Consulting and Clinical Psychology, 79, 806–813. Creswell, C., Murray, L., Stacey, J., & Cooper, P.J. (2011). Parenting and child anxiety. In W.K. Silverman & A.P. Field
(Eds.), Anxiety disorders in children and adolescents (2nd
edn, pp. 299–322). Cambridge, UK: Cambridge University
Press. Guy, W. (Ed.). (1976). Clinical global impressions. In ECDEU
assessment manual for psychopharmacology (pp. 217–221). Rockville, MD: National Institute of Mental Health. © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health. 76 Cathy Creswell et al. J Child Psychol Psychiatr 2020; 61(1): 62–76 NICE. (2013). National Institute for Health and Care Excel-
lence. Guide to the methods of technology appraisal. Avail-
able
from:
https://www.nice.org.uk/process/pmg9/
resources/guide-to-the-methods-of-technology-appraisal-
2013-pdf-2007975843781 [last accessed 17 June 2019]. Hudson, J.L., Newall, C., Rapee, R.M., Lyneham, H.J., Sch-
niering, C.C., Wuthrich, V.M., . . . & Gar, N.S. (2014). The
impact of brief parental anxiety management on child
anxiety treatment outcomes: A controlled trial. Journal of
Clinical Child and Adolescent Psychology, 43, 370–380. Hudson, J.L., & Rapee, R.M. (2001). Parent-child interactions
and anxiety disorders: An observational study. Behaviour
Research and Therapy, 39, 1411–1427. Petrou, S., & Gray, A. (2011). Economic evaluation alongside
randomised controlled trials: Design, conduct, analysis, and
reporting. British Medical Journal, 342, d1548. Hudson, J.L., & Rapee, R.M. (2004). From Anxious Tempera-
ment to Disorder: An Etiological Model. © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health. References Treatment
for sleep problems in children with autism and caregiver
spillover effects. Journal of Autism and Developmental
Disorders, 45, 3613–3623. Kendall, P.C., & Hedtke, K.A. (2006). Cognitive-behavioral
therapy for anxious children: Therapist manual. Ardmore,
PA: Workbook. Lyneham, H., Abbott, M., Wignall, A., & Rapee, R.M. (2003). The cool kids family program - therapist manual. Sydney,
Australia: Macquarie University. Tubeuf, S., & Guthmuller, S. (2017). Economic evaluation of
family-based therapies for children and adolescents: What
do we know?. Global and Regional Health Technology
Assessment, 4, grhta. 5000272. Maccoby, E.E. (1992). The role of parents in the socialization of
children: An historical overview. Developmental Psychology,
28, 1006. Walkup, J.T., Albano, A.M., Piacentini, J., Birmaher, B.,
Compton, S.N., Sherrill, J.T., . . . & Waslick, B. (2008). Cognitive behavioral therapy, sertraline, or a combination in
childhood anxiety. New England Journal of Medicine, 359,
2753–2766. Machin, D., Campbell, M.J., Fayers, P.M., & Pinol, A.P.Y. (1997). Sample size tables for clinical studies (2nd edn). Oxford, UK: Blackwell Science Ltd. McManus, F., Clark, G., Muse, K., & Shafran, R. (2015). Case-
series evaluating a transdiagnostic cognitive-behavioural
treatment for co-occurring anxiety disorders. Behavioural
and cognitive psychotherapy, 43, 744–758. Weinstein, M.C., Torrance, G., & McGuire, A. (2009). QALYs:
The basics. Value in Health, 12, S5–S9. Wille, N., Badia, X., Bonsel, G., Burstr€om, K., Cavrini, G.,
Devlin, N., . . . & Herdman, M. (2010). Development of the
EQ-5D-Y: A child-friendly version of the EQ-5D. Quality of
Life Research, 19, 875–886. Moore, P.S., Whaley, S.E., & Sigman, M. (2004). Interactions
between mothers and children: impacts of maternal and
child anxiety. Journal of Abnormal Psychology, 113, 471. Murray, L., Lau, P.Y., Arteche, A., Creswell, C., Russ, S., Della
Zoppa, L., . . . & Cooper, P.J. (2012). Parenting by anxious
mothers: Effects of disorder subtype, context, and child
characteristics. Journal of Child Psychology and Psychiatry,
53, 188–196. Woodward,
L.J.,
&
Fergusson,
D.M. (2001). Life
course
outcomes of young people with anxiety disorders in adoles-
cence. Journal of the American Academy of Child and
Adolescent Psychiatry, 40, 1086–1093. Zou, G. (2004). A modified poisson regression approach to
prospective studies with binary data. American Journal of
Epidemiology, 159, 702–706. Newby, J.M., McKinnon, A., Kuyken, W., Gilbody, S., &
Dalgleish, T. (2015). Systematic review and meta-analysis
of transdiagnostic psychological treatments for anxiety and
depressive
disorders
in
adulthood. Clinical
Psychology
Review, 40, 91–110. References Accepted for publication: 22 May 2019
First published online: 31 July 2019 © 2019 The Authors. Journal of Child Psychology and Psychiatry published by John Wiley & Sons Ltd on behalf of Association for
Child and Adolescent Mental Health.
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President Wilson's Scientific Appointments
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Science
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public-domain
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SCIENCE BEREACOLLEGE
announces a gift of $10,000
from the late James TalcotO of New York
City, received shortly before his death. This
gift was part of a total pledge for $40,000 for
the erection of a girls' dormitory, which will
be ready for occupancy on January 1. point at issue. In fairness to all concerned it
is necessary to call attention to a few scien-
tific appointments made by the Wilson admin-
istration about which the writers failed to en-
lighten the readers of SCIENCE
and The Scien-
tific Nonthly. In the first place, it has been generally
understood (and even claimed by some of the
parties interested) that the original adminis-
tration slate contemplated the appointment of
E. Lester Jones to the position of commis-
sioner of fisheries. That this slate was broken
is much to the credit of the Americah Society
of Naturalists and the American Society of
Zoologists. But what followed 2 The presi-
dent immediately appointed Mr. Jones deputy
commissioner of fisheries. That position, in
many respects, even more important to science
than that of the commissionership itself, and
which should have been filled only upon the
recommendation of the commissioner, was at
once filled by the appointment of Mr. Jones. The commissioner of fisheries was not even
consulted. He was completely ignored by the
president and the secretary of commerce not
only in this case but in other important ap-
pointments in the bureau of fisheries, a few
of which may be mentioned. One of the first
was the appointment, without even consulting
the commissioner of fisheries, of a young man
as private secretary to the commissioner. It
would seem that the chief of an important
bureau should be permitted to select his own
private secretary, the position being so distinc-
tively personal and confidential. The young
man appointed was, it is understood, from the
home town of John H. Rothermel, at that
time a congressman from Pennsylvania and
chairman of a committee of the House that
had been for some years conducting certain
fur-seal hearings. The young man was neither
a stenographer nor a typewriter (it was said
he was a plumber). It was said at the time
(and there is every reason to believe it was
true) that he was appointed as a spy to keep
Rothermel and Henry W. Elliott informed as
to the commissioner's relations to fur-seal
matters, in which Rothermel at that time was
very active--so active, indeed, that at the next THE New York School of Dental Hy,' wene
has become allied with the new Columbia Uni-
versity School of Dentistry and the College of
Physici~ans and Surgeons. The school will
open on September 21, classes being held in
the Vanderbilt Clinic. IRVING
(Brown, '12), in-
H. BLAKE, A.M. structor in the Oregon Agricultural College,
has been appointed instructor in the depart-
ment of zoology, Syracuse University. Mk. CHARLES
recently of the Peabody
COLBY,
College for Teachers, Nashville, Tenn., has
become instructor in geography at the Uni-
versity of Chicago. Mk. CHARLES
recently of the Peabody
COLBY,
College for Teachers, Nashville, Tenn., has
become instructor in geography at the Uni-
versity of Chicago. AT the University of Chicago, Anton Julius
Carlson, of the department of physiology, and
Charles Manning Child, of the department of
zoology, have been promoted to professorships. Lee Irving Knight, of the department of
botany, has been promoted to an assistant pro-
fessorship. New appointments are : Ernest
Watson Burgess, of Ohio State University, to
be assistant professor in the department of
sociology and anthropology; Professor Jean
Piccard, of the University of
Lausanne,
Switzerland, to be assistant professor in t.he
department of chemistry, and Dr. W. B. Sharpe and William E. Cary, to be instructors'
in the department of hygiene 'and bacteriology. PRESIDENT WILSON'S SCIENTIFIC APPOINT-
MENTS THE two articles in SCIENCE
of August 25,
1916, on " Scientific Appointments under the
Government " and " President Wilson's Scien-
tific Appointments " are interesting and sug-
gestive, but not entirely convincing. They do
not fully cover the question; the writers were
apparently not familiar with a number of facts
which have a very important bearing upon the SCIENCE election, Ize was unable to explain certain
charged irregularities and his constituents de-
clined to return him to congress. might very properly decline to reverse his
opinioll until he had secured further infornla-
tion. Tlic administration thought this infor-
mation could be secured by sending a special
commission to the islands. To assist in select-
ing the members of the commissio~l the predi-
dent aslied the National Academy of Sciences,
the secretary of the Smithsonian Institution
and the secretary of agriculture each to nomi-
nate one meniber of the commission. This
was done. The Natioual Academy of Scicrlces
nomiliated a very able and distinguihed zool-
ogist, Dr. George 11. Parker, of Harvard Uni-
versity. The commission went to the seal is-
lands in the summer of 1914, made a stutly of
the seal herd and, upon their return to TITash-
ington, submitted a very comprehensive re-
port, in which, evidently to the wrprist, o l the
semetary of commerce, every importa~lt thiug
for which Clark, Jordan, Evermaan, Stej-
neger, Luczas, Osborn, Townse~ld, Merrianl,
Zemb1it.y arid others familiar with fur-seal
matters had contended, was sustained. Another flagrant violation of the principles
of the civil sercice and a total disregard of fit-
ness mas the appointment of one El. 0. Smith,
of l'alestine, Illinois, as chief Alaska salmon
agent. This appointment was made without
consulting the commissioiier of fisheries or the
chief of the Alaslia fisheries service, and after
the secretary of commerce had assured the
commissioner of fisheries that he would pro-
mote to the positiorl the assistant Alaska sal-
mon agent, Mr. Ward T. Bower, a thoroughly
competent and experienced man. H. 0. Smith openly claimed that his appointment
was made at tllc illstaizce of Senator James
IInrnilton 'ewis,
of Illinois. The duties of the Alaslia salmon agent, like
those of a deputy commissioner of fisheries,
are highly technical, and require special
linowledge ant1 experience of the fisheries. Neither Mr. Jones nor Mr. FIREFLIES FLASHING IN UNISON INSCIENCE
of February 4, 1916, page 169, I
recorded for the first time an observation made
fifty years ago of a large number of fireflies
flashing in perfect unison. I have been on the
lookout ever since that time for a confirma-
tion of my observations, consulting every
book on entomology and watching the fireflies
ever since for the recurrence of this phenom-
enon without success. I n Na.ture for December
9, 1915, is recorded a paper by W. G. Blair,
Esq., entitled ''Luminous Insects " in which
reference is made to the remarkable synchron-
ism of the flashes in certain species of Euro-
pean fireflies. A somewhat extended extract is
given from Mr. Blair's address. A copy of
this paper was sent to my friend Professor
E. B. Poulton, of Oxford, and in return he has
sent me a proof sheet from a book he is editing
entitled " A Naturalist in Borneo" by R. Shelford, who died a few years ago, a former
assistant of Professor Poulton. I am taking
the liberty of presenting an extract from this
advanced page : The statement in Tlze Scientific Monthly
article that E,. Lester Jones "has proved to be
an efficient executive" was probably made
without intimate knowledge of the facts. It
is well known in the bureau of fisheries that
just the reverse was true, as was clearly shown
by the very extravagant and unbusiness-like
administration of Alaska fishery matters of
which Mr. Jones took entire charge. Two or
three illustrations may be given. It is under-
stood that the sending of supplies to the seal
islands under Mr. Jones's management cost
the government several thousand dollars more
than it had cost before, and yet the natives
suffered severely for want of food. On the opposite bank was a small tree growing
close to the water's edge, which was covered with
thousands of fire+flies, small beetles of the family
Lampyrida?; and I observed that the light
emitted by these little creatures pulsated in a
regular synchronous rhythm, so that at one mo-
ment the tree would be one blaze of light, whilst
at another the light would be dim and uncertain. This concerted action of thousands of insects is
very remarkable and not easy of explanation. BARTONWARRENEVERMAN BARTONWARRENEVERMAN PRESIDENT WILSON'S SCIENTIFIC APPOINT-
MENTS Smith possessed
even elementary knowledge of fii;hes or fisher-
ies; it was apparent that neither could tell a
salmon from a sucker. Each of them inade at
least oue tour of inspection of the Alaslia
fisheries, bringing discredit upon the bureau
wherever they went, so lacliing mere they in
linowledge or apprecPdtion of the problems of
the fisheries. The voluminous and profusely
illustrated report by the deputy commissioner
will probably nevc'r be cxcelled in the number
of inaccuracies, absurd statements, fairy stor-
ies arid erroneous conclusions it contains. The report contained n number of rcxcom-
me~ldatione, the most important of which was
the immediate repeal of the law whic11 pro-
hibits commercial killing of seals, and for
which Mr. ltedfield had voted and which he
had said, as late as October 13, 1913, ara3" :I
sou~id and wise one." Dr. Parlccr and his associates submitted
their report to the commissioner of fisherieq
011 January 23, 1915, by whom iL was proml~tly
transmitted to Secretary Redfield on Jan ualy
25. Although the report contained reconl-
mendations of ~ ~ i t a l
importance to the fur-seal
herd, which if actccl upon promptly would saTc
hundreds of thousands of
dollars to the
government as well as save the seal herd From
irreparable injury, Mr. Redfield pigeor~lloled
the report for more than three weeks and did
not transmit it to congress until February 17,
only a few days before congress adjourned. And, very strangely, and to the great disap-
pointmcrrt of the commission, Mr. Redfic4d
studiously refrained from calling attention to
any of tlze reconlmendations of the commis-
sioil; nor did lie make any recommenclatio~
hiniself that congress sllould takc any action One other case may be mentioned, one with
which the National Acadr:m;y of Sciences is
c.oncerned. In the spring of 1914 the admin-
istration decided to sencl a special comniissioli
of zoologists to the seal islands of Alaska. The secretary of commerce, when a meniber
of congress, had voted for a hill which pro-
hibits all commercial Irillil~g of fur srals for
five years in spite of the fact that every zool-
ogist in America, England, Russia and Japan
who had studied our fur-seal herd adriscd
against sucl? a conrse. Having taken ii position favoring the sus-
pension of commercial Billiilg the secretary SCIENCE SEPTEMBER 15, 19161 387 on the recommendations of the commission. PRESIDENT WILSON'S SCIENTIFIC APPOINT-
MENTS In fact, it is understood that it was Mr. Red-
field's desire that congress should not take any
action. He wholly ignored, and wished con-
gress to ignore, the recommendations of the
commission named by the National Academy
of Sciences, the secretary of the Smithsonian
Institution and the secretary of agriculture. I t would be proper for the National Academy
of Sciences, the official adviser of the govern-
ment on scientific matters, to ask the president
what action, if any, has been taken on the
recommendations of the board which it as-
sisted in naming; and if called upon again for
expert advice, the academy would do well to
inquire whether any attention would be paid
to its advice when given. on the recommendations of the commission. In fact, it is understood that it was Mr. Red-
field's desire that congress should not take any
action. He wholly ignored, and wished con-
gress to ignore, the recommendations of the
commission named by the National Academy
of Sciences, the secretary of the Smithsonian
Institution and the secretary of agriculture. I t would be proper for the National Academy
of Sciences, the official adviser of the govern-
ment on scientific matters, to ask the president
what action, if any, has been taken on the
recommendations of the board which it as-
sisted in naming; and if called upon again for
expert advice, the academy would do well to
inquire whether any attention would be paid
to its advice when given. fisheries a thoroughly business-like adminis-
tration, during which &ore real productive
scientific work was done than ever before by
the bureau. FIREFLIES FLASHING IN UNISON Another instance of it was mentioned by COX
certain ants that are found very frequently pro-
ceeding in columns' along the floor of the jungle,
when alarmed, knock their heads against the
leaves or dead sticks which they happn to be
traversing; every member of a community makes
the necessary movement at the same time, and as
the movements are rapid a distinct loud rattling
sound is heard. In this case the action is prob-
ably a danger-signal, and we can understand-
theoretically at any rate-how
it was brought A certain important scientific investigation
of the Alaska salmon, begun in 1910 and which
required at least six years to reach conclusive
results, was stopped in 1914, thus breaking the
continuity of the investigation, with the result
that the whole thing must be done over again
if the results are to be of any vtxlue. If these illustrations of inefficiency are not
enough, inquiry might be made regarding the
boat Roosevelt purchased by Mr. Jones for the
Alaska service. But if the appointment of a politician to the
head of a scientific bureau is justified because
the appointee proves to be a good executive,. then President McKinley's appointment of
Mr. Bowers as Commissioner of Fisheries is
fully justified, as Mr. Bowers proved to be an
excellent executive, who gave the bureau of
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https://refubium.fu-berlin.de/bitstream/fub188/34179/2/Materials%20Corrosion%20-%202022%20-%20Kingsbery%20-%20Effect%20of%20KCl%20deposits%20in%20high-temperature%20corrosion%20on%20chromium-rich%20steels%20in.pdf
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Effect of KCl deposits in high‐temperature corrosion on chromium‐rich steels in SO<sub>2</sub>‐containing atmosphere
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Materials and corrosion
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cc-by
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Funding information Deutsche Forschungsgemeinschaft,
Grant/Award Number: DFG‐416318834 Deutsche Forschungsgemeinschaft, Deutsche Forschungsgemeinschaft,
Grant/Award Number: DFG‐416318834 K E Y W O R D S high‐temperature corrosion, KCl, microstructure, SO2, steel alloy Phillip Kingsbery1,2
|
Christiane Stephan‐Scherb1,2 1Department of Earth Science, Freie
Universität Berlin, Berlin, Germany
2Division of Materialography,
Fractography and Ageing of Engineered
Materials, Bundesanstalt für
Materialforschung und ‐prüfung, Berlin,
Germany 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.
© 2022 The Authors. Materials and Corrosion published by Wiley‐VCH GmbH. Abstract High‐temperature corrosion was studied under multiple chemical loads on
ferritic‐austenitic model alloys (Fe–13Cr, Fe–18Cr–12Ni, and Fe‐25Cr–20Ni)
with KCl deposit under 0.5% SO2/99.5% Ar gas atmosphere at 560°C. Post-
exposure characterization was done by X‐ray diffraction and scanning electron
microscopy. In a pure SO2/Ar environment a protective Cr O
2
3 scale was
formed by all samples. The introduction of KCl deposits causes the scale to be
nonprotective and multilayered, consisting of CrS, FeS, Cr O , Fe O
2
3
3
4, and
Fe O
2
3. The impact of the microstructure and alloying elements is discussed. Correspondence
Phillip Kingsbery, Department of Earth
Science, Freie Universität Berlin,
Malteserstraße 74‐100, 12247 Berlin,
Germany. © 2022 The Authors. Materials and Corrosion published by Wiley‐VCH GmbH. Correspondence Email: phillip.kingsbery@fu-berlin.de Received: 2 November 2021 |
Accepted: 9 December 2021
DOI: 10.1002/maco.202112901 1 |
Accepted: 9 December 2021 Received: 2 November 2021 DOI: 10.1002/maco.202112901 Effect of KCl deposits in high‐temperature corrosion on
chromium‐rich steels in SO2‐containing atmosphere Phillip Kingsbery1,2 Phillip Kingsbery1,2
|
Christiane Stephan‐Scherb1,2 high‐temperature corrosion, KCl, microstructure, SO2, steel alloy 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. 2.2
|
Sample pretreatment and exposure The samples were cut into 10 × 20 × 3 mm coupons and
ground to Grit 600/P1200. The samples were exposed at 560°C for 330h to a vo-
lumetric
gas
mixture
of
0.5%
∕
SO
99.5%
2
Ar
(pS = 3. 9 × 10
, pO = 1. 1 × 10
2
−11
2
−16, calculated using
FactSage 8.0) in a tubular furnace. Exposure experiments
with and without KCl deposits were performed. The at-
mosphere and flow rate are given in Table 2. A schematic overview of the experimental setup is
shown in Figure 1. The gas intake is regulated by a flow
controller to ensure a well‐defined gas mixture inside the
furnace with a constant flow rate. The goal of this study is to gain an understanding of
the underlying mechanism of high‐temperature corro-
sion, especially in the presence of salt deposits, con-
sidering
active
chloride
corrosion,
oxidation,
and
sulfidation. Furthermore, the impact of Cr and Ni in such
environments on corrosion behavior is investigated. For the experiments including the KCl deposit, the
samples were placed in alumina crucibles and partially
embedded in KCl before being placed into the furnace
(see Figure 1b). The crucibles and KCl were both dried in
an oven for 1 day at 250°C before each experiment to
purify the KCl from any adsorbed water according to
DIN ISO 17224.[9] KCl + H O
2
atmosphere. The lower corrosion rate was
linked to the formation of K SO
2
4, which does not attack
the protective Cr O
2
3 scale to form K CrO
2
4, as is the case
for an SO2‐free atmosphere. is chosen as an intermediary alloy between Fe–13Cr and
Fe–25Cr–20Ni, to show the effect of increasing Cr and Ni
content and is comparable to alloy TP 347H. The studies on KCl induced corrosion, coupled with
the humid atmosphere and under the influence of SO2
did not include the consideration of different alloy mi-
crostructures (for instance ferritic–ferritic/austenitic). However, the impact of KCl in a dry, SO2 containing
atmosphere has not been studied. As SO2 is a product of
biomass combustion it is crucial to understand the cor-
rosion mechanism of boiler tubes in SO2 bearing atmo-
spheres with and without KCl deposits. To gain insight
into the corrosion mechanism this study will focus on
model alloys derived off of commercially used steels for
boiler tubes: X20, TP 347H, and HR3C.[8] 1
|
INTRODUCTION and oxidizing atmospheres. Hernas et al.[3] found that for
steels with Cr contents between 8.96 wt% and 18.5 wt%
the
corrosion
resistance
increases
with
increasing
Cr content in an N + 9% O + 0.2% HCl + 0.08% SO
2
2
2
atmosphere at 600°C and 700°C. The environmental impact of power generation has become
one of the most important topics of the 21st century. One
initiative to reduce the use of fossil fuels has been co‐firing
of coal power plants using biofuel, which consists of or-
ganic matter such as straw and wood. The use of biofuel
presents new challenges to the materials used as boiler
tubes due to the different chemical environments. The
chemistry of biomass, wood, and straw, for example, is
quite different from fossil fuels. In Germany, the main
quantity of biomass types used for energy fabrication is
ligneous fuels. Besides the main constituents carbon, oxy-
gen, and hydrogen, a significant amount of KCl (e.g., straw:
up to 1 wt%) can be present, which is known to cause se-
vere deposit‐induced corrosion.[1,2] The effect of KCl deposits on the corrosion mechan-
ism in a humid atmosphere has been studied by
Lehmusto et al.[4] on Sanicro 28 at 550°C (20% O2; 10%
H O
2
volumetric mixture), Pettersson[5] on Fe‐18Cr‐10Ni
at 600°C (5% O2; 40% H O
2
volumetric mixture) and
Jonsson et al.[6] on 304L at 600°C (5% O2; 40% H O
2
vo-
lumetric mixture). In the presence of oxygen and water,
the KCl attacks Cr O
2
3 to form K CrO
2
4, destroying the
protective chromia scale. Karlsson et al.[7] studied the
influence of SO2 and KCl on the initial stages of corrosion
of stainless steel 304L at 600°C in a volumetric mixture of
0.5% O2 and 40% H O
2 .[7] The study by Karlsson et al.[7]
showed, that the addition of SO2 in a wet atmosphere
leads to a decreased corrosion rate, in comparison to a The corrosion resistance of high‐temperature alloys
used in energy applications depends on the Cr‐content. Cr affects the corrosion resistance of steels in sulfidising 758
|
www.matcorr.com Materials and Corrosion. 2022;73:758–770. 758 |
www.matcorr.com KINGSBERY AND STEPHAN‐SCHERB 759 2.3
|
Sample post‐characterization (a) shows the oxidation simulation facility and (b) the way the sample is
mounted within the crucible FIGURE 1
Schematic drawing of experimental setups. (a) shows the oxidation simulation facility and (b) the way the sample is
mounted within the crucible FIGURE 1
Schematic drawing of experimental setups. (a) shows the oxidation simulation facility and (b) the way the sample is
mounted within the crucible ic drawing of experimental setups. (a) shows the oxidation simulation facility and (b) the way the sample i
ibl FIGURE 2
Scanning electron microscopy‐backscattered electron images showing the surface of samples exposed to 0.5%
∕
SO
99.5%
2
Ar
for 330 h at 560°C. (a) Fe–13Cr, (b) Fe–18Cr–12Ni, and (c) Fe–25Cr–20Ni FIGURE 2
Scanning electron microscopy‐backscattered electron images showing the surface of samples exposed to 0.5%
∕
SO
99.5%
2
Ar
for 330 h at 560°C. (a) Fe–13Cr, (b) Fe–18Cr–12Ni, and (c) Fe–25Cr–20Ni finished with a 1μm diamond suspension. For the KCl
exposed samples, the entire preparation was done water‐
free, to preserve possible soluble phases. These samples
were finished using P4000 SiC paper instead of the dia-
mond suspension. through the scale indicating a thicker scale compared to
Fe–13Cr. Individual spots show spallation of the oxide
scale. Fe–25Cr–20Ni shows a continuous and smooth sur-
face scale. However, the sample shows multiple areas
with spallation. The cross‐sections were carbon‐coated to improve
conductivity before analysis by SEM and energy dis-
persive X‐ray analysis (EDX) using a Zeiss Sigma 300 VP
and the equipped Quantax Xflash 60mm2 detectors. Line
scans were produced utilizing the EDX map data using
Bruker's Esprit program. 3
|
RESULTS Fe–18Cr–12Ni
(Figure
3b)
and
Fe–25Cr–20Ni
(Figure 3c show a thin, continuous layer (<1μm) as
well as some islands. Compared to Fe–13Cr, increasing
the Cr content transforms the corrosion islands into a
continuous layer, increasing the scale thickness (see
Figure 3c). 3.1.2
|
Cross‐section analysis The SEM‐BSE cross‐section images of samples exposed to
SO2 are displayed in Figure 3. Fe–13Cr (Figure 3a) shows a very thin (<1μm) oxide
layer and comparatively larger islands (~2μm). 2.3
|
Sample post‐characterization This study focuses on three model alloys purchased from
HMW Hauner GmbH. All samples were vacuum‐melted,
mixed, hot, and cold rolled with minimum Fe purity of
99.95% and Cr, Ni purities of 99.9%. The chemical com-
position and phase of the microstructure are given in
Table 1. α denotes the body‐centered cubic phase of iron
(ferrite), γ the face‐centered cubic phase (austenite). The
microstructure was determined through light microscopy
of the etched samples. After gas exposure, the surface of samples with KCl de-
posit was characterized by X‐ray diffraction (XRD) using
a Panalytical Empyrean diffractometer utilizing Cu K‐α
X‐rays. The as‐reacted KCl deposit was scraped off
the alloys, together with the scale, and turned into a
powder. This mixture was then analyzed in theta–2theta
geometry. The utilized custom alloys are similar in composition to
commercially used ones, namely, Fe–13Cr to X20 and
Fe–25Cr–20Ni to HR3C.[8] The custom alloy Fe–18Cr–12Ni Additionally, the surface was analyzed using scan-
ning electron microscopy (SEM). Images of samples ex-
posed to 0.5%
∕
SO
99.5%
2
Ar were obtained using a
Tescan Vega 3 (Fe–13Cr) and Zeiss Sigma 300 VP
(Fe–18Cr–12Ni, Fe–25Cr–20Ni). Samples exposed to KCl
deposits were analyzed using a Zeiss Sigma 300 VP. The
acceleration voltage was 20 kV for all samples. TABLE 1
Elemental composition of studied samples obtained
by electron microprobe analysis on a JEOL JXA 8200 Superprobe
utilizing ZAF correction, values given in wt% TABLE 1
Elemental composition of studied samples obtained
by electron microprobe analysis on a JEOL JXA 8200 Superprobe
utilizing ZAF correction, values given in wt% Metallographic cross‐sections were prepared by em-
bedding the samples into an epoxy resin, ground, and Sample
Fe
Cr
Ni
Phase
Fe–13Cr
Bal. 13.5 ± 0.4
0.0 ± 0.0
α
Fe–18Cr–12Ni
Bal. 18.5 ± 0.5
11.8 ± 0.2
α + γ
Fe–25Cr–20Ni
Bal. 24.5 ± 0.7
19.1 ± 0.4
α + γ TABLE 2
Corrosive atmosphere used in this study, values
given in vol%
Ar
SO2
Flow rate (m/s)
Corrosive atmosphere
99.5
0.5
1.4–1.5 × 10−2 TABLE 2
Corrosive atmosphere used in this study, values
given in vol% Note: ZAF is the abbreviation for the three effects impacting the
characteristic X‐ray intensity when performing quantitative analysis: atomic
number(Z), absorbtion(A) and fluorescence(F). KINGSBERY AND STEPHAN‐SCHERB 760 FIGURE 1
Schematic drawing of experimental setups. 3.2
|
0.5%
∕
SO
99.5%
2
Ar + KCl Fe–18Cr–12Ni shows a homogeneous Fe, Cr, and Ni
distribution in the base alloy. Just below the alloy/scale
interface a larger Cr depletion zone (~1μm) is observed,
while the scale consists of Cr O
2
3. 3.1.1
|
Surface structure and morphology
postexposure (a) Fe–13Cr, (b) Fe–18Cr–12Ni, and (c) Fe–25Cr–20Ni [Color figure can be viewed at wileyonlinelibrary.com] FIGURE 5
Backscattered electron surface images of samples (a) Fe–13Cr, (b) Fe–18Cr–12Ni, and (c) Fe–25Cr–20Ni exposed to 0.5%
∕
SO
99.5%
2
Ar + KCl for 330 h at 560°C FIGURE 5
Backscattered electron surface images of samples (a) Fe–13Cr, (b) Fe–18Cr–12Ni, and (c) Fe–25Cr–20Ni exposed to 0.5%
∕
SO
99.5%
2
Ar + KCl for 330 h at 560°C 3.1.1
|
Surface structure and morphology
postexposure Initially, the effect of chromium content on oxidation/sul-
fidation (without KCl deposit) was investigated. The SEM
backscattered electron (BSE) surface images of samples
after exposure to 0.5%
∕
SO
99.5%
2
Ar are shown in Figure 2. Initially, the effect of chromium content on oxidation/sul-
fidation (without KCl deposit) was investigated. The SEM
backscattered electron (BSE) surface images of samples
after exposure to 0.5%
∕
SO
99.5%
2
Ar are shown in Figure 2. The line scans in Figure 4 show the elemental variation
from the base alloy (left side) to the surface (right side). Fe–13Cr shows constant Fe and Cr levels in the bulk
alloy. Towards the surface, a small area (<1μm) of Cr
depletion below the alloy/scale interface is detected. The
Cr depletion zone is the distance from the point where Cr
levels fall below the nominal Cr amount to the surface of
the alloy. The scale consists of Fe, Cr, and O. Sulfur was
not detected by SEM‐EDX. p
∕
g
Fe–13Cr shows only slight surface damage by corro-
sion. The corrosion islands are localized close to scrat-
ches, which are artifacts of sample pretreatment. Fe–18Cr–12Ni developed a large area showing oxide
islands on the surface. Scratch marks cannot be seen KINGSBERY AND STEPHAN‐SCHERB 761 FIGURE 3
Scanning electron microscopy‐backscattered electron images of samples exposed to 0.5%
∕
SO
99.5%
2
Ar for 330 h at 560°C. (a) Fe–13Cr, (b) Fe–18Cr–12Ni, and (c) Fe–25Cr–20Ni FIGURE 3
Scanning electron microscopy‐backscattered electron images of samples exposed to 0.5%
∕
SO
99.5%
2
Ar for 330 h at 560°C. (a) Fe–13Cr, (b) Fe–18Cr–12Ni, and (c) Fe–25Cr–20Ni FIGURE 4
Line scans obtained by energy dispersive X‐ray analysis of samples exposed to 0.5%
∕
SO
99.5%
2
Ar for 330 h at 560°C. (a) Fe–13Cr, (b) Fe–18Cr–12Ni, and (c) Fe–25Cr–20Ni [Color figure can be viewed at wileyonlinelibrary.com] FIGURE 4
Line scans obtained by energy dispersive X‐ray analysis of samples exposed to 0.5%
∕
SO
99.5%
2
Ar for 330 h at 560°C. 3.2.1
|
Surface structure and morphology—
post‐exposure Fe–25Cr–20Ni shows constant amounts of Fe, Cr,
and Ni. However, 6μm below the surface a local enrich-
ment of Cr at the cost of Fe and Ni is observed. This might
be an artifact of insufficient homogenization during alloy
preparation. Fe–25Cr–20Ni shows the deepest Cr depletion
zone of all samples. The scale consists of Cr O
2
3. The SEM‐BSE surface images of samples exposed to KCl
deposits and 0.5% SO2 are depicted in Figure 5. Fe–13Cr shows crystals of KCl and a densely packed,
fiber‐like iron oxide. Cracks can be observed along the
surface. KINGSBERY AND STEPHAN‐SCHERB 762 were not identified in the scale of Fe–13Cr by XRD
analysis. Fe–18Cr–12Ni shows KCl crystals overgrown with
individual needles of iron oxide. The iron oxide seems to
grow in oriented plates. The thin side is oriented towards
the surface with large vacancies in between iron oxide
plates. Fe–18Cr–12Ni and Fe–25Cr–20Ni show a very similar
diffraction pattern. Both show reflections corresponding
Fe O , Cr O , Fe O
2
3
2
3
3
4, KCl, and K SO
2
4. The surface of Fe–25Cr–20Ni after SO2 exposure
shows similar morphology to Fe–18Cr–12Ni. KCl crystals
are observed with iron oxide needles overgrowing them. The KCl on top of the samples shows several cracks. The
Fe–Cr–oxide (marked in Figure 5c) is denser than
the iron oxide next to it. The iron oxide shows the same
oriented plates as seen in Fe–18Cr–12Ni, the Fe–Cr‐oxide
grows randomly and does not show a clear orientation. 4
|
DISCUSSION The sample shows Cr depletion along grain bound-
aries in the base alloy (see Figure 9d). At the alloy/scale
interface S, Fe, and Cr are enriched (Figure 9f,b,d). Above the S layer, a high O concentration was observed
(Figure 9e). At the former gas side interface, KCl is
covering the scale (Figure 9c,g). 3.2.2
|
Cross‐section analysis The SEM‐BSE cross‐section images of KCl‐exposed
samples are shown in Figure 8 for comparison. All g
y
Figure 6 shows the surface EDX of Fe–13Cr after
exposure to 0.5%
∕
SO
99.5%
2
Ar + KCl for 330 h at 560°C. The surface shows two distinct structures: large
crystals and a very porous phase below. FIGURE 7
X‐ray diffraction of 0.5%
∕
SO
99.5%
2
Ar + KCl‐
exposed samples Figure 6 shows the surface EDX of Fe–13Cr after
exposure to 0.5%
∕
SO
99.5%
2
Ar + KCl for 330 h at 560°C. The surface shows two distinct structures: large
crystals and a very porous phase below. Figure 6a shows that the crystals are partially over-
grown by a darker phase. Cross‐referencing that with the
elemental maps in Figure 6 shows that the darker phase
consists of K, O, and S. The crystals underneath KCl. The porous phase below and next to the crystals seem
to consist of mainly iron oxides with some K and Cl being
detected
(see
Figures
6b,c,d,f). The
model
alloys
Fe–18Cr–12Ni and Fe–25Cr–20Ni show a similar surface
composition, as verified by XRD (see Figure 7). FIGURE 7
X‐ray diffraction of 0.5%
∕
SO
99.5%
2
Ar + KCl‐
exposed samples The scale of Fe–13Cr mainly consists of Fe O
2
3 and
KCl, as well as K SO
2
4 (see Figure 7). Fe O
3
4 and Cr O
2
3 FIGURE 6
Surface scanning electron microscopy‐energy dispersive X‐ray analysis elemental distribution maps of Fe–13Cr exposed to
0.5%
∕
SO
99.5%
2
Ar + KCl for 330 h at 560°C, showing KCl overgrown by K SO
2
4. (a) shows the backscattered electron image of the surface
and (b–f) the element maps [Color figure can be viewed at wileyonlinelibrary.com] FIGURE 6
Surface scanning electron microscopy‐energy dispersive X‐ray analysis elemental distribution maps of Fe–13Cr exposed to
0.5%
∕
SO
99.5%
2
Ar + KCl for 330 h at 560°C, showing KCl overgrown by K SO
2
4. 3.2.2
|
Cross‐section analysis This is followed by a Ni enrichment towards the
alloy/scale interface at the cost of Fe and Cr, reaching Ni
contents of up to 50 wt% at the interface (see Figure 11i). The scale at the alloy/scale interface consists of Cr,
S, and O (see Figure 11d,f,e) Towards the former gas
side Fe concentration increases at the expense of Cr
(Figure 11b,d). S is only found close to the alloy/scale
interface, as CrS closer to the metal and as FeS in the
outer layer. The scale/gas interface consists of Fe
and O. Similar to Fe–18Cr–12Ni, Fe–25Cr–20Ni (Figure 11i)
shows areas of chloride formation deep within the bulk
alloy. This is followed by a Ni enrichment towards the
alloy/scale interface at the cost of Fe and Cr, reaching Ni
contents of up to 50 wt% at the interface (see Figure 11i). The scale of Fe–25Cr–20Ni (Figure 8c) is layered and
shows subsurface damage similar to Fe–18Cr–12Ni. An in-
ternal corrosion attack caused a zone of rough, dark gray
patches and an extensive corrosion network closer to the
alloy/scale interface. The scale seems to consist of several
layers though, more closely resembling Fe–13Cr's layered
scale. It shows a dark layer close to the alloy/scale interface
and a porous surface towards the scale/atmosphere interface. The scale at the alloy/scale interface consists of Cr,
S, and O (see Figure 11d,f,e) Towards the former gas
side Fe concentration increases at the expense of Cr
(Figure 11b,d). S is only found close to the alloy/scale
interface, as CrS closer to the metal and as FeS in the
outer layer. The scale/gas interface consists of Fe
and O. Figure
9
shows
the
cross‐section
SEM‐EDX
of
elemental distribution maps of Fe–13Cr after exposure to
0.5%
∕
SO
99.5%
2
Ar + KCl for 330 h at 560°C. 3.2.2
|
Cross‐section analysis (a) shows the backscattered electron image of the surface
and (b–f) the element maps [Color figure can be viewed at wileyonlinelibrary.com] KINGSBERY AND STEPHAN‐SCHERB 763 FIGURE 8
Scanning electron microscopy‐backscattered electron images of samples (a) Fe–13Cr, (b) Fe–18Cr–12Ni, and
(c) Fe–25Cr–20Ni exposed to 0.5% SO2/99.5% Ar + KCl for 330 h at 560°C FIGURE 8
Scanning electron microscopy‐backscattered electron images of samples (a) Fe–13Cr, (b) Fe–18Cr–12Ni, and
(c) Fe–25Cr–20Ni exposed to 0.5% SO2/99.5% Ar + KCl for 330 h at 560°C samples show a complex, multicomponent scale, that
exceeds 100μm. The linescan in Figure 10i identifies the dark spots at
around 300μm to be FeCl2. The linescan furthermore
shows a Fe and Cr depletion and a Ni enrichment
towards the alloy/scale interface. The areas enriched in
Ni show higher amounts of O. Fe–13Cr (Figure 8a) shows a rough alloy/scale in-
terface and only very little damage to the bulk alloy. The
corrosion attack in the alloy seems to be limited to an
area close to the alloy/scale interface along grain
boundaries. The scale shows several distinct phases. The
area closest to the alloy shows a rough morphology with
small droplets. Further outward a thin and dark layer can
be observed, separating the rough area from the large,
light gray area, which ends in a porous, needle‐like area. The scale shows Cr enrichment at the alloy/scale
interface along with O or Cl. Notably, this sample shows
a thick and porous
∕
Cr O
CrCl
2
3
3 layer (d ~ 80μm) close to
the alloy/scale interface (seen in Figure 10d,e,g). Fe is
predominantly found at the scale/atmosphere interface
in conjunction with O. Figure
11
shows
the
cross‐section
SEM‐EDX
elemental distribution maps of Fe–25Cr–20Ni after
exposure
to
0.5%
∕
SO
99.5%
2
Ar + KCl
for
330 h
at 560°C. Fe–18Cr–12Ni (Figure 8b) shows an extensive corro-
sion attack in the base alloy (henceforth called internal
corrosion attack). Large patches of a rough, dark gray
area can be seen within the alloy, as well as a large in-
ternal corrosion network. The scale consists of multiple
components, which do not exhibit an orderly layering but
instead are concentrated in different regions. Similar to Fe–18Cr–12Ni, Fe–25Cr–20Ni (Figure 11i)
shows areas of chloride formation deep within the bulk
alloy. 4.1
|
Main results The experiments show the growth of a thin scale in a
0.5%
∕
SO
99.5%
2
Ar
atmosphere
for
all
samples
(Figure 12). The scale consists of Cr O
2
3 and Fe O
2
3 in the
case of Fe–13Cr. Both higher alloyed samples formed
Cr O
2
3 instead and showed spallation of the scale. Figure 10 shows the cross‐section SEM‐EDX ele-
mental distribution maps of Fe–18Cr–12Ni after ex-
posure to 0.5%
∕
SO
99.5%
2
Ar + KCl for 330 h at 560°C. KINGSBERY AND STEPHAN‐SCHERB 764 FIGURE 9
Cross section scanning electron microscopy‐energy dispersive X‐ray analysis elemental distribution maps of Fe–13Cr
exposed to 0.5%
∕
SO
99.5%
2
Ar + KCl for 330 h at 560°C. (a) shows the backscattered electron image and (b–g) element maps. (h) shows the
linescan from the base alloy to the gas [Color figure can be viewed at wileyonlinelibrary.com] FIGURE 9
Cross section scanning electron microscopy‐energy dispersive X‐ray analysis elemental distribution maps of Fe–13Cr
exposed to 0.5%
∕
SO
99.5%
2
Ar + KCl for 330 h at 560°C. (a) shows the backscattered electron image and (b–g) element maps. (h) shows the
linescan from the base alloy to the gas [Color figure can be viewed at wileyonlinelibrary.com] 4.2
|
0.5%
∕
SO
99.5%
2
Ar atmosphere
4.2.1
|
Influence of Cr and microstructure • Thin oxide scale on all samples • Spallation of the scale 4.2.1
|
Influence of Cr and microstructure 4.2
|
0.5%
∕
SO
99.5%
2
Ar atmosphere • Thin oxide scale on all samples 4.2.1
|
Influence of Cr and microstructure Samples exposed to 0.5%
∕
SO
99.5%
2
Ar + KCl show a
large corrosion attack with scales exceeding 100μm (see
Figure 12). The addition of KCl leads to the formation of
K SO
2
4 as well as an extensive scale of iron oxides, Cr O
2
3,
FeS, and CrS. The SEM‐EDX linescan on the cross‐section of Fe–13Cr
after gas exposure (Figure 4a) shows that Fe–13Cr
formed a scale consisting of Fe and Cr oxides. Increas-
ing the Cr content to 18 wt% (Fe–18Cr–12Ni) or higher
caused Cr O
2
3 formation (see Figure 4b,c). The increasing
amount of Cr in the corrosion product is clearly linked to
the increasing Cr content in the bulk material. All sam-
ples show a Cr depletion zone just under the scale, which
increases with increasing Cr content. This is likely due to
Cr O
2
3 formation needing more Cr to form compared to a
mixed Fe and Cr oxide scale. The microstructure is also
noteworthy being different for the three alloys. Fe–13Cr
is purely ferritic as opposed to the ferritic–austenitic
microstructure of Fe–18Cr–12Ni and Fe–25Cr–20Ni (see
Table 1). Calculating the diffusion coefficient at 560°C, in
a matrix made purely of Fe, using the formulas (see The alloys Fe–18Cr–12Ni and Fe–25Cr–20Ni show
internal corrosion, forming Fe‐ and Cr chlorides and
enriching the alloy/scale interface in Ni. • Large multicomponent scale consisting of FeS, CrS,
Fe O , Fe O
3
4
2
3, and Cr O
2
3 • Densely packed Fe O
2
3 at a surface of Fe–13Cr (ferri-
tic), ferritic–austenitic samples showed a lower density • Ferritic–austenitic samples showed strong internal
corrosion • Ferritic–austenitic samples showed Ni enrichment at
the alloy/scale interface KINGSBERY AND STEPHAN‐SCHERB 765 FIGURE 10
Cross section scanning electron microscopy–energy dispersive X‐ray analysis elemental distribution maps of Fe–18Cr–12Ni
exposed to 0.5%
∕
SO
99.5%
2
Ar + KCl for 330 h at 560°C. (a) shows the backscattered electron image and (b–h) element maps. (i) shows the
linescan through the metal and (j) the linescan through the scale [Color figure can be viewed at wileyonlinelibrary.com] FIGURE 10
Cross section scanning electron microscopy–energy dispersive X‐ray analysis elemental distribution maps of Fe–18Cr–12Ni
exposed to 0.5%
∕
SO
99.5%
2
Ar + KCl for 330 h at 560°C. (a) shows the backscattered electron image and (b–h) element maps. 4.2.1
|
Influence of Cr and microstructure (i) shows the
linescan through the metal and (j) the linescan through the scale [Color figure can be viewed at wileyonlinelibrary.com] Table 3) given by Buffington et al.,[10] Bowen et al.[11] and
Hirano et al.[12] leads to the values displayed in Table 4. The diffusion coefficients show, that every metal present
in the model alloys diffuses much quicker in a ferritic
matrix as compared to an austenitic one. This explains
the thinner Cr depletion zone in the ferritic Fe–13Cr and
the larger Cr depletion in the ferritic–austenitic Ni‐
bearing steels. the exposure. This is surprising, considering neither KCl
nor K SO
2
4 melt at 560°C.[13] Okoro et al.[13] observed the
same
phenomenon
and
explained
it
through
the
formation of a eutectic mixture of KCl and Fe or Cr
chlorides, where melting temperatures were observed
between 200°C and 500°C.[14] 4.3
|
0.5%
∕
SO
99.5%
2
Ar + KCl Overall Ni‐bearing samples seem to be more susceptible
to corrosion attack. Comparing the internal corrosion of
Fe–13Cr and Fe–18Cr–12Ni in Figure 8a,b, the internal
corrosion affects a much larger zone and leads to dif-
ferent corrosion products if Ni is present. A similar result
can be observed for Fe–25Cr–20Ni in Figure 8c. 4.3.1
|
Sample surface The salt bearing surface shown in Figure 6 is re-
presentative of all studied samples. K SO
2
4 overgrows the
KCl crystals when exposed to SO2. K SO
2
4 was also con-
firmed in all samples by the XRD experiments, as shown
in Figure 7. The shape of the grain boundaries and the
smooth texture of K SO
2
4 indicate that it melted during Figure 13a shows the location of detected chlorides
within the base alloy. The penetration depth denotes the
distance from the alloy/scale interface to the position of
the chlorides. KINGSBERY AND STEPHAN‐SCHERB 766 FIGURE 11
Cross section scanning electron microscopy‐energy dispersive X‐ray analysis elemental distribution maps of Fe–25Cr–20Ni
exposed to 0.5%
∕
SO
99.5%
2
Ar + KCl for 330 h at 560°C. (a) shows the backscattered electron image and (b–h) element maps. (i) shows the
linescan through the metal and (j) the linescan through the scale [Color figure can be viewed at wileyonlinelibrary.com] FIGURE 11
Cross section scanning electron microscopy‐energy dispersive X‐ray analysis elemental distribution maps of Fe–25Cr–20Ni
exposed to 0.5%
∕
SO
99.5%
2
Ar + KCl for 330 h at 560°C. (a) shows the backscattered electron image and (b–h) element maps. (i) shows the
linescan through the metal and (j) the linescan through the scale [Color figure can be viewed at wileyonlinelibrary.com] FIGURE 12
Comparison of the scale thickness developed in a
pure 0.5% SO2 containing atmosphere compared to SO + KCl
2 Fe–13Cr did not form any chlorides within the base
alloy. However, alloying with Ni caused chlorides to form
within a zone in the alloy. For Fe–18Cr–12Ni, the
chloride zone started at 225 ± 69μm and extended until
578 ± 134μm. Fe–25Cr–20Ni showed a much narrower
zone from 235 ± 22μm to 313 ± 29μm. Figure 13b shows the average internal corrosion zone
and the scale thickness. The internal corrosion zone
grows noticeably in the Ni alloyed system. Fe–13Cr
shows
comparatively
low
internal
corrosion
at
61 ± 35μm. The introduction of Ni into the alloy leads to
an internal corrosion zone of 1013 ± 85μm for sample
Fe–18Cr–12Ni. Further increasing the amount of Ni and
Cr reduces the internal corrosion area significantly to
314 ± 19μm in sample Fe–25Cr–20Ni. By comparison,
the scale thickness only slightly varies between Fe–13Cr
and Fe–18Cr–12Ni, however, Fe–25Cr–20Ni shows a
thinner scale. 4.3.1
|
Sample surface Sample
Fe–13Cr (at 0 wt% Ni in the graphs) is purely ferritic, the samples
Fe–18Cr–12Ni and Fe–25Cr–20Ni are ferritic–austenitic
KINGSBERY AND STEPHAN‐SCHERB
|
767 TABLE 3
Diffusion coefficient formulas for D (cm2/s), R = gas
constant (J/Kmol)[10–12]
Diffusing
element
Fe
Cr
Ni
In α −Fe
2.0 × eR
K
−60000
×833.15
8.52 × eR
K
−59900
×833.15
1.4 × eR
K
−58700
×833.15
In γ −Fe
0.18 × eR
K
−64500
×833.15
10.8 × eR
K
−69700
×833.15
0.77 × eR
K
−67000
×833.15 TABLE 3
Diffusion coefficient formulas for D (cm2/s), R = gas
constant (J/Kmol)[10–12] TABLE 4
Calculated diffusion coefficient D (cm2/s) at 560°C
Diffusing element
Fe
Cr
Ni
In α −Fe
3.5 × 10−4
1.5 × 10−3
2.9 × 10−4
In γ −Fe
1.6 × 10−5
4.6 × 10−4
4.9 × 10−5 TABLE 4
Calculated diffusion coefficient D (cm2/s) at 560°C The negative effect of SO2 on the corrosion behavior
of
Ni‐based
superalloys
has
been
shown
by
both
Huczkowski et al.[15] and Oleksak et al.[16] at tempera-
ture ranges 550–650°C. Oleksak et al. saw mass changes
in all studied samples at 600°C with a mass change factor
of 2390 comparing 95%
∕
∕
CO
4% H O 1% O
2
2
2 atmosphere
to the same atmosphere with 0.1% SO2 in alloy 617. Huczkowski et al. and Oleksak et al. determined that the
poor corrosion behavior is due to the transition from
oxides to sulfates. Due to the enrichment of Ni at the
alloy/scale interface for samples Fe–18Cr–12Ni and
Fe–25Cr–20Ni (Figures 10 and 11i) it is reasonable to
assume a similar behavior in these samples, however,
sulfates replacing oxides was not observed. FIGURE 13
Effect of alloying elements on corrosion behavior. (a) Cl penetration depth and (b) zone affected by corrosion. Sample
Fe–13Cr (at 0 wt% Ni in the graphs) is purely ferritic, the samples
Fe–18Cr–12Ni and Fe–25Cr–20Ni are ferritic–austenitic On the basis of the distribution of Cr in Figures 9–11,
the likely cause for the different internal oxidation be-
havior is the density of the Cr layer. Fe–13Cr shows a
thin but dense layer of Cr O
2
3 which provides a diffusion
barrier for Cl. Comparing this to the Cr distribution in
Fe–18Cr–12Ni (Figure 10d) it is evident that the Cr O
2
3 is
not dense enough to protect the metal from further Cl
corrosion. 4.3.1
|
Sample surface Fe–25Cr–20Ni shows a denser layer of Cr O
2
3. The dense Cr O
2
3 layer is a diffusion barrier for Cl, which
is reflected in the smaller internal corrosion area is
shown in Figure 13b. The beneficial effect of the in-
creased amount of Cr outweighs the potential downside
of increased Ni in the form of Ni‐sulfides or an increasing
amount of austenite. Fe–18Cr–12Ni and Fe–25Cr–20Ni the difference in in-
ternal corrosion area is evident (see Figure 13a). The impact of the microstructure of a Fe–16Cr–0.2C
alloy on the corrosion behavior in an SO2 bearing at-
mosphere has recently been studied by Falk et al.[18] The
study showed that the microstructure impacts the formed
product. A much thinner corrosion layer was formed on
ferritic grains compared to bainitic ones which was at-
tributed to much faster diffusion paths in bainite. The slower diffusion of Fe and Cr in austenite, as
shown in Table 4, is likely a reason for the comparatively
poor performance of the ferritic–austenitic alloys com-
pared to the ferritic Fe–13Cr. The diffusion coefficient at
560°C is an order of magnitude larger in ferrite compared
to austenite. The effect of the lower diffusion velocity, at
a constant exposure time of 330 h, can be observed in the
linescans. Fe–13Cr (Figure 9h) shows no Cr depletion. Both Fe–18Cr–12Ni (Figure 10i) and Fe–25Cr–20Ni 4.3.1
|
Sample surface FIGURE 12
Comparison of the scale thickness developed in a
pure 0.5% SO2 containing atmosphere compared to SO + KCl
2 towards Ni being a detriment to the corrosion resistance
of deposit‐induced corrosion. The presence of Ni leads to
the formation of both chlorides as well as nickel oxides in
the base alloy. The results from Figure 13 in combination with the
Ni enrichment observed in Figures 10 and 11i point KINGSBERY AND STEPHAN‐SCHERB 767 |
767 The negative effect of SO2 on the corrosion behavior
of
Ni‐based
superalloys
has
been
shown
by
both
Huczkowski et al.[15] and Oleksak et al.[16] at tempera-
ture ranges 550–650°C. Oleksak et al. saw mass changes
in all studied samples at 600°C with a mass change factor
of 2390 comparing 95%
∕
∕
CO
4% H O 1% O
2
2
2 atmosphere
to the same atmosphere with 0.1% SO2 in alloy 617. Huczkowski et al. and Oleksak et al. determined that the
poor corrosion behavior is due to the transition from
oxides to sulfates. Due to the enrichment of Ni at the
alloy/scale interface for samples Fe–18Cr–12Ni and
Fe–25Cr–20Ni (Figures 10 and 11i) it is reasonable to
assume a similar behavior in these samples, however,
sulfates replacing oxides was not observed. On the basis of the distribution of Cr in Figures 9–11,
the likely cause for the different internal oxidation be-
havior is the density of the Cr layer. Fe–13Cr shows a
thin but dense layer of Cr O
2
3 which provides a diffusion
barrier for Cl. Comparing this to the Cr distribution in
TABLE 3
Diffusion coefficient formulas for D (cm2/s), R = gas
constant (J/Kmol)[10–12]
Diffusing
element
Fe
Cr
Ni
In α −Fe
2.0 × eR
K
−60000
×833.15
8.52 × eR
K
−59900
×833.15
1.4 × eR
K
−58700
×833.15
In γ −Fe
0.18 × eR
K
−64500
×833.15
10.8 × eR
K
−69700
×833.15
0.77 × eR
K
−67000
×833.15
TABLE 4
Calculated diffusion coefficient D (cm2/s) at 560°C
Diffusing element
Fe
Cr
Ni
In α −Fe
3.5 × 10−4
1.5 × 10−3
2.9 × 10−4
In γ −Fe
1.6 × 10−5
4.6 × 10−4
4.9 × 10−5
FIGURE 13
Effect of alloying elements on corrosion behavior. (a) Cl penetration depth and (b) zone affected by corrosion. oxidizing environments, the formation of K CrO
2
4 was
observed.[4,5,7] (Figure 11i) show a severe Cr depletion towards the al-
loy/scale interface. This is likely due to the slower dif-
fusion of Fe and Cr in the austenite, which is detrimental
in the event of spallation. Experiments were conducted with comparable steel
(304L, Fe–18Cr–10Ni) at 600°C by Pettersson[5] in an
oxidizing
atmosphere
(5%
∕
O
95% N + KCl
2
2
)
and
Karlsson et al.[7] in a humid atmosphere (5%
∕
O2
∕
∕
40% H O 300 ppm SO
N + KCl
2
2
2
) showed that the in-
itial reaction involved the destruction of Cr O
2
3 to form
K CrO
2
4. In the present study, no K CrO
2
4 could be de-
tected, presumably due to the lower amount of oxygen
(0.5%
SO2
[pO = 1 × 10
2
−16]
vs. Pettersson's
5%
O2[SO = 5 × 10
2
‐2]) available. Instead, K SO
2
4 was ver-
ified through EDX and XRD. In Karlsson's humid
atmosphere[7] K SO
2
4 was also identified as the reaction
product of K CrO
2
4 and SO2. The microstructure also has an impact on the grain
orientation and density of the formed corrosion product. The samples exposed to 0.5%
∕
SO
99.5%
2
Ar + KCl show
highly oriented grains at the surface, in particular for the
partially
austenitic
samples
Fe–18Cr–12Ni
and
Fe–25Cr–20Ni (see Figure 5b,c). The orientation relation of ferrite, magnetite, and he-
matite has been shown previously by Stephan‐Scherb
et al.[19] The orientation of hematite is therefore likely
due to the orientation of the phase below it. The large gaps
between hematite plates could therefore be due to an en-
ergetically unfavorable orientation of the phase below,
leading to selective hematite growth and a lower density. The impact can be seen in the internal corrosion (Figure 8),
which shows a much stronger attack in the austenitic‐
ferritic samples (Fe–18Cr–12Ni and Fe–25Cr–20Ni) when
compared to the ferritic Fe–13Cr. The density of the iron
oxides in sample Fe–13Cr (see Figure 5a) is much higher
than
in
samples
Fe–18Cr–12Ni
and
Fe–25Cr–20Ni
(Figures 5b,c). The higher density hinders the transport of
Cl2 through the scale, limiting the corrosion attack. Besides K SO
2
4 no other sulfates were found in our
experiments, likely due to the low oxygen partial pres-
sure. A Factsage 8.0 calculation shows that at the given
sulfur partial pressure, an oxygen partial pressure of
10−13 or higher would be required to form stable metal
sulfates. Therefore, only metal sulfides are expected. This means, that in the presence of SO2 the KCl prefers
to form K SO
2
4 instead of attacking Cr O
2
3. This supports the
beneficial properties found for sulfur‐containing com-
pounds in biofuel combustion. This could imply a better
corrosion behavior of steels in atmospheres containing SO2. The increase of Ni at the alloy/scale interface is likely
due to the formation of FeCl2 and CrCl2. NiCl2 is not
formed, since the Gibbs energy is highest for NiCl2
(−174.2 kJ/mol at 600°C) in comparison to FeCl2 and
CrCl2
(−232.1 and −286.0 kJ/mol at 600°C respec-
tively).[20,21] This causes Ni to enrich at the interface
which then partially reacts with available oxygen to form
NiO. The Cl attack seems to depend on the micro-
structure of the alloy. The ferritic sample shows very
little internal corrosion, while the ferritic–austenitic
samples showed a much more extensive internal corro-
sion zone. Increasing the amount of Cr is beneficial for
corrosion resistance, leading to a smaller internal corro-
sion zone. This is in line with the results shown by
Montero et al.,[22] who observed a Ni enrichment and
showed that Ni‐based alloys demonstrated a lower cor-
rosion resistance in lignite combustion than austenitic
steels and the beneficial effect of Cr. Montero et al. at-
tributed the detrimental effect of Ni to breakaway caused
by NiS as well as NiSO4, which can promote hot corro-
sion. This is counteracted by Cr through the protective
properties of Cr O
2
3. Several authors[23–25] have found a beneficial effect
through the addition of sulfates and sulfur. Aho et al.[23]
showed that introducing Fe SO
2
4 reduces the mass flow of
Cl through the formation of SO2, which can prevent Cl
deposition or reduce high‐temperature chlorine‐induced
corrosion. Davidsson et al.[24] showed, that elemental S
and (NH ) SO
4 2
4 reduced KCl in the flue gas, leading to a
reduction of KCl deposits. On the basis of the findings in this study and ther-
modynamic calculations (using FactSage 8.0), the reac-
tion of KCl and SO2 with chromium‐rich steels happens
in multiple stages. Only the relevant phases are shown in
the reactions below. First, the atmospheric SO2 reacts with the KCl de-
posits on the sample surface. This leads to the formation
of K SO
2
4, which was shown through EDX and XRD
analysis in Figures 6 and 7. →
SO + KCl
4 × 10
K SO + 2 × 10
Cl ,
2
−10
2
4
−10
2
(1)
dG = −1.2 × 10
J. −2
(2) →
SO + KCl
4 × 10
K SO + 2 × 10
Cl ,
2
−10
2
4
−10
2
( (1) (1)
(2) dG = −1.2 × 10
J. −2
(2) (2) This initial reaction provides Cl2, which can then at-
tack the metal. 4.3.3
|
Impact of the microstructure Finally, the microstructure needs to be considered con-
cerning its impact on the corrosion behavior, as the ad-
dition of Ni changes the microstructure from purely
ferritic to ferritic–austenitic.[17] When comparing the
purely
ferritic
Fe–13Cr
with
the
ferritic–austenitic KINGSBERY AND STEPHAN‐SCHERB 768 5
|
CONCLUSION CrCl2 and FeCl2 have a high evaporation pressure.[21]
For FeCl2 considerable evaporation is expected above
536°C.[26] This study shows the impact of KCl in a 0.5%
∕
SO
99.5%
2
Ar environment on ferritic and ferritic‐austenitic steel
alloys, highlighting the importance of the alloying ele-
ments Cr and Ni on corrosion behavior. This study shows the impact of KCl in a 0.5%
∕
SO
99.5%
2
Ar environment on ferritic and ferritic‐austenitic steel
alloys, highlighting the importance of the alloying ele-
ments Cr and Ni on corrosion behavior. →
FeCl (s)
FeCl (g),
2
2
(5)
→
CrCl (s)
CrCl (g). 2
2
(6) (5) All model alloys showed very little corrosion in a pure
SO2 environment. They developed a thin, protective scale
consisting of Cr O
2
3. Fe–13Cr additionally formed Fe O
2
3. All samples showed a small region of Cr depletion un-
derneath the scale, which increased with increasing
amounts of Cr in the alloy. This is likely due to the
spallation that was observed with higher amounts of Cr
as well as the Ni‐induced microstructure change[17] from
purely ferritic to ferritic–austenitic, causing a slower
diffusion rate. (6) CrCl2(g) and FeCl2(g) are then transported towards
the surface, where the sulfur and oxygen partial pres-
sures are high enough to initiate the reaction: →
dG
CrCl + SO
0 .7 CrCl (s) + 0 .2 Cr O
+ 1 .9 × 10
Cl
+1 .7 × 10
S (g),
=
−1.3 × 10 J. 2
2
3
2
3
−6
2
−2 2
5
(7)
→
dG
FeCl + SO
FeCl (s) + 2 .4 × 10
Fe O
+ 1 .3 × 10
Cl
+ 4 .8 × 10
S (g),
=
−4 .7 × 10 J. 2
2
2
−5
2
3
−9
2
−6 2
4
(8) →
dG
CrCl + SO
0 .7 CrCl (s) + 0 .2 Cr O
+ 1 .9 × 10
Cl
+1 .7 × 10
S (g),
=
−1.3 × 10 J. 2
2
3
2
3
−6
2
−2 2
5
(7) (7) KCl induced corrosion caused extensive damage to
the alloy. The samples all showed a thick scale con-
sisting of Fe and Cr oxides and sulfides. Ni‐containing
samples showed a large internal corrosion zone be-
neath the original sample surface. 4.3.4
|
Attack mechanism →x
y
z
Fe Cr Ni + Cl
FeCl (s) + CrCl (s) +
Ni,
x
y
z
2
2
2 Unlike the KCl corrosion in oxidizing atmospheres, the
onset of Cl‐induced corrosion in SO2 is likely different. In (3) KINGSBERY AND STEPHAN‐SCHERB 769 FIGURE 14
Schematic overview of the proposed corrosion mechanism depending on the microstructure. α denotes ferritic steels
(i.e., Fe–13Cr), α
γ
+
the ferrite+austenite samples (i.e., Fe–18Cr–12Ni and Fe–25Cr–20Ni)
KINGSBERY AND STEPHAN‐SCHERB
|
7 FIGURE 14
Schematic overview of the proposed corrosion mechanism depending on the microstructure. α denotes ferritic steels
(i.e., Fe–13Cr), α
γ
+
the ferrite+austenite samples (i.e., Fe–18Cr–12Ni and Fe–25Cr–20Ni) ≈
dG
−2.5 × 10 J. 5
(4) (4) 5
|
CONCLUSION This was especially
pronounced in the Fe–18Cr–12Ni sample, showing an
internal corrosion layer thickness of up to 1 mm. The Ni‐containing samples showed a Ni enrichment
towards the alloy/scale interface, which is attributed
to extensive Cl attacks and the formation of NiO. Ni
enrichment
can
lead
to
a
poorer
corrosion
resistance
through
the
formation
of
Ni‐sulfides
and ‐sulfates.[15,16,22] →
dG
FeCl + SO
FeCl (s) + 2 .4 × 10
Fe O
+ 1 .3 × 10
Cl
+ 4 .8 × 10
S (g),
=
−4 .7 × 10 J. 2
2
2
−5
2
3
−9
2
−6 2
4
(8) (8) The sulfur can then react with the alloy to form FeS, CrS
and NiS. This reaction is responsible for the scale growth and
provides the Cl needed to continue the active Cl corrosion,
as described by Grabke,[27] with Cl2 attacking the base alloy
and forming Fe and Cr chlorides. These transform into a
gas to once again react towards the surface with SO2 to
form new Fe and Cr oxides and set free Cl2. ORCID [19]
C. Stephan‐Scherb,
M. Menneken,
K. Weber,
L. AgudoJácome, G. Nolze, Corros. Sci. 2020, 174, 108809. Phillip Kingsbery
http://orcid.org/0000-0002-0401-2450
Christiane Stephan‐Scherb
http://orcid.org/0000-0001-
6775-0023 [20]
H. J. Grabke, M. Spiegel, A. Zahs, Mater. Res. 2004, 7, 89. [21]
A. Zahs, M. Spiegel, H. J. Grabke, Corros. Sci. 2000, 42, 1093. [22]
X. Montero, M. Rudolphi, M. C. Galetz, Mater. Corros. 2019,
70, 2179. ACKNOWLEDGMENTS The authors would like to thank Johannes Vrijmoed for
valuable thermodynamic discussions and assistance with
the SEM and Moritz Liesegang for assistance with the
electron microprobe analysis and XRD measurements. A schematic overview of the corrosion mechanism is
depicted in Figure 14. KINGSBERY AND STEPHAN‐SCHERB 770 This study was funded by the German Research Foun-
dation (DFG‐416318834). Open Access funding enabled
and organized by Projekt DEAL. [8]
K. B. Yoo, Y. He, H. S. Lee, S. Y. Bae, D. S. Kim, KEPCO
J. Electr. Power Energy 2018, 4, 25. [9]
ISO 17224:2015(E). Corrosion of metals and alloys—Test
method for high‐temperature corrosion testing of metallive
materials by application of a deposit of salt, ash, or other
substances, International Organization for Standardization,
Geneva, CH, 2015. AUTHOR CONTRIBUTIONS [11]
A. W. Bowen, G. M. Leak, Metall. Trans. 1970, 1695. Phillip Kingsbery: analysis, investigation, writing—
original draft and visualization. Christiane Stephan‐
Scherb: conceptualization, supervision, writing—review
and editing [12]
K. Hirano, M. Cohen, B. L. Averbach, Acta Metall. 1961, 440. [13]
S. C. Okoro, M. Montgomery, F. J. Frandsen, K. Pantleon,
Energy Fuels 2014, 28, 6447. [14]
H. P. Michelsen,
F. Frandsen,
K. Dam‐Johansen,
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P. Huczkowski, D. J. Young, T. Olszewski, A. Chyrkin,
W. J. Quadakkers, Oxid. Metals 2018, 89, 651. DATA AVAILABILITY STATEMENT The raw data required to reproduce these findings cannot
be shared at this time as the data also forms part of an
ongoing study. [16]
R. P. Oleksak, J. H. Tylczak, G. R. Holcomb, Ö. N. Doğan,
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W. Bleck (Ed.), Werkstoffkunde Stahl für Studium und Praxis,
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F. Falk, O. Sobol, C. Stephan‐Scherb, Corros. Sc CONFLICT OF INTERESTS The authors declare that there are no conflicts of interest. [10]
F. S. Buffington, K. Hirano, M. Cohen, Acta Metall. 1961, 434. AUTHOR CONTRIBUTIONS
Phillip Kingsbery: analysis, investigation, writing—
original draft and visualization. Christiane Stephan‐
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T. Jonsson, J. Froitzheim, J. Pettersson, J.‐E. Sven Johansson, M. Halvarsson, Oxid. Metals 2009, 72, 213. [7]
S. Karlsson, T. Jonsson, J. Hall, J.‐E. Svensson, J. Liske,
Energy Fuels 2014, 28, 3102.
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Über atypischen Lichen scrophulosorum
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Archives of dermatological research
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&us der iIautkranken~tation de~ st~dti~chen ~rankenhauseq
zu Frankfurt a. ~. (Oberarzt Dr. Earl IIerxheimer),
Uber atypischen Lichen scrophulosorum.
Von
Dr. reed. Friedrieh Sehiirmann.
Jadassohn
konnte 1898 Atypieen im klinischen Bflde
des Lichen scrophulosorum nach zwei Riehtungen feststellen:
er sah erythematSse Kreise und psoriasiforme linsengrol~e Elfloreszenzen. R 6 n a machte dann 1900 auf eine Abortivform
des Lichen scrophulosorum aufmerksam, die er 5fters bei
Kranken mit Lupus vulgaris oder Scrophuloderma beobachtete,
und die aus unregelma~ig gruppierten, kaum sichtbaren Papeln
oder kleinen schuppenden, polygonalen, einfachen erythematSsen
Flecken bestand, die in Kreisen oder Kreissegmenten angeordnet waren. Dieses Exanthem war in der Mehrzah] der Fa]le
so schwach entwickelt, daft man es kaum bemerkte. In der
Umgebung dieser Affektion konnte man in einigen Fallen typischen Lichen scrophulosorum finden.
L. P a u t r i e r gruppiert unter~ den typischen Lichen scr,)phnlosornm die drei Arten perifollikularer Tuberkulide B o e c k s :
Die Pityriasis simplex des Kindergesiehtes, das Ekzema scrophnlosorum und das papulo-squameuse perifollikulare Tuberkulid: ,,~ notre avis ce ne sent lg que trois formes quelque
modifi6es du lichen scrofuleux" und will fiir diese drei Affektionen nicht die Aufstellung neuer Typen gelten lassen.
In diesem Archly Bd. LXIX teilt V. K l i n g m i i l l e r
drei FKlle mit, die er als ,Ubergangsformen yore Lichen serophulosorum zu den Tuberkuliden" bezeichnet. Der erste dieser
25*
380
Schfirmann.
drei Fhlle kam dem Bilde des Eczema scrophulosorum sehr
nahe; doch waren die einzelnen papulSsenKnStchen selbst bei
grSSerenPlaques deutlich als Einzeleffloreszenzen zu erkennen.
Gegen einen typischen Lichen scrophulosorum sprach die GrSf~e
and starke Infiltration der gnStchen, ebenso fehlte die strenge
Lokalisation an den Follikeln.
Bei dem zweiten Fall sprach tier mikroskopische Befund
wie auch das klinische Bild ffir die Diagnose Lichen scrophulosorum, hTeben dem typischen Lichen scrophulosorum fanden
sich jedoch noch grSBere infiltrierte bl~uliche Herde am Ges~l~
und den unteren Extremit~ten, die nicht als Lichen-Effloreszenzen gedeutet werden konnten, and die auch histologisch
erhebliche Unterschiede yon diesem zeigten. Zwischen beiden
Formen bemerkte man deutliche Uberg~inge. Da nun auch
die Abheilung beider Ausschlagsformen parallel ging, so nimmt
K l i n g m f i l l er in diesem Fall eine Ubergangsform yore Lichen
scrophulosoram zu einem Tuberkulid oder wenigstens zu einer
tuberkulidKhnlichen Dermatose an, wofiir auch das histologische
Bild sprach.
Im dritten Falle war die ~bergangsform noch deutlicher.
Man konnte feststellen, dab sich einfache lichenoide Effloreszenzen, die tells papulSs~ tells pustulSs, tells squamSs waren,
in starker infiltrierte, bl~iulich verFKrbte Herde umgewandelt
batten, die aufGlasdruck einen gelblichen Pigmentfleck zuriicklie~en und mit einer peripher pigmentierten, kreisrunden, eingelassenen Narbe heilten. Da kein Material zur Verfiigung
stand, konnte dieser letzte Fall nicht histologisch untersucht
werden.
Einen diesen nahe stehenden Krankheitsbefund erhob
W. P i c k in diesem Jahre. Er berichtet fiber ein eigenartiges,
lichenoides Exanthem, bei dem das histologische Bild vollkommen jenem des Lichen scrophulosorum entsprach. Die
GrSl~e des KnStchen jedoch, ihre Gestalt, ihr Glanz und ihr
Abheilen mitS/arbenbildung schieden die Affektion klinisch yore
typischen Lichen scrophulosorum.
Diesen Beobachtungen yon K l i n g m i i l l e r und P i c k
schlieBen sich drei kiirztich yon uns beobachtete Krankheitsbilder in mancher Hinsicht an.
Uber atypisehen Lichen serophulosorum.
381
F a l l I. Elly P., 2 Jahre, Aufnahme 9./I. 1904. Anamnestisch
nichts zu eruieren. Es handelt sich um ein gu~ gen~ihrtes Kind mit
starkem pannieulus adiposus. Innere Organe normal. Auf beiden Glat/ien~
sowie am rechten Oberarm fiber dem Deltamuskel finden sieh fluktu~orende
Abszesse; die fiber den Glutton sind etwa haselnuBgroB, die am Arm
wallnuBgrol~. Die Haut fiber den Abszessea ist vorgew61bt, erscheint
aber sonst normal, keine entziindliehe RSte, hSchstens elne leicht bl~uliehe
Yerf/~rbung. Die Abszesse seheinen indolent zu sein, das Kind /~uBert
bei Druck auf sie keine Sehmerzen. Ferner finder sieh am Rumpfe and
zwar in der Bauchgegend, sowie auf den hinteren und seitlichen unteren
Teiten des Rfickens ein Kn6tchenaussehlag. Dieser stellt sich dar in
Form yon stecknadelkopfgroBen, br~unlichen Kn6tchen~ die grSBtentoils auf ihrer Spitze ein Sehiippohen tragen. Die Anordnung der KnStchen l~Bt an manchen Stellen eine deutliche Gruppierung zu Kreisen
nnd Linien erkennen. Alle KnStchea bilden isolierte Effloreszenzen,
nirgends finder sich eino Konfluenz. Aus den inzidierten Abszessen entleert sich reichlich rahmiger Eiter, dessert UnSersuchung auf Tbe.-Bazillen negativ ausf~llt. In der rechten GlutAalgegend finden sieh stecknadelkopfgrofie bis linsengrol~e Effloreszenzen tells mehr spitzig und das
Hautniveau leicht iiberragend, toils mehr flach im Hau~nlveau selbst
liegend. Die ersteren erinnern sehr an die oben beschriebene Affektlon
am Stamme. Sie tragen wie diese ein zentrales Schiippchen. Veto
Lichen scrophulosorum unterscheiden sie sich dadurch, dab sie weniger
br~unlieh als mehr gelblich gef~rbt sind. Nach Entfernung der Schuppe
bleibt eiu Trichter zurSck. Im Gegensatz h~erzu zeigea die grSfiten Effioreszenzen eine blaurote Verf~rbung, zu der sich ein ausgesprochener
Lichenglatlz gesellt, so dab diese Effloreszenzen, zumal sie auch eine
zentrale Delle zeigen, sehr an den Lichen ruber planus erinnern. Diese
Effloreszenzen zeigen an den Obersehenkeln oft eine Anordnung in unregelm~l~ige Linien. Die KnStehen sind rund, zwischen den kleinsten
and grSl~ten Effloreszenzen finden sich alle m6g]iehen Uberg~inge. Drei
Tage uach Aufnahme des Status zeigten sieh neue Effloreszenzen am
linken Knie und dem oberen Drittel des Unterschenkels. Fiinf Tage naehher zeigten die Abszesse geringe Abszedierung. Temp. 40"8~ Die Drfisen
in der reehten Axilla zeigten sich geschwollen. Einige Tage sp~ter sehien
es, als ob die Effloreszenzen am linken Obersehenkel in Rfiekbfldung begriffon w~ren, ihre Farbe war viol blasser geworden, ein Toil derselben
war spurlos versehwuuden, dagegen zeigte sich der Lichen scrophulos0rum
am Stamme unver~ndert. Die AbszeI~st~tte fiber dem Deltamuskel zeigte
eine Fistel, die sieh naeh der AehselhShle zu erstreekte. Auf Druck
entleerte sieh reiehlieh Eiter. Spaltung der Fistel. Da die Temperatur
anhielt und ebenfalls die Sekretion aus der AehselhShle, wurde das Kind
auf die chirurgisehe Station verlegt, we der Lichen scrophulosorum
unter Lebertranbehandlung naeh etlicher Zeit spurlos verschwand.
382
Schfirmann.
Der histologische Befund an einem aus dem Oberschenkel
exzidierten Stiickchen Haut war folgender:
Die pathologischen Elemente ]okalisierten sioh um Ha~rbalg und Talgdrtisen. Hier ist ein circumscriptes Infiltrat, bestehend aus massenhaften Lymphocyten, vereinzelten polynuklegren Zellen, grS~eren plasmareichen Zellen und vielen
Mastze]len; das Infiltrat ist keilfSrmig um den HaarbMg herum
angeordnet. An manchen Stellen bemerkt man spindelfSrmige
Bindegewebszellen, die das Infiltrat in schmalen Ztigen durchsetzen. Manche Stellen des Infiltrates finden sich mit Haufen
yon neugebildeten Kapillaren durchsetzt. W~hrend nun rings
um den Infiltratenkeil das Gewebe des tieferliegenden Coriuras,
mit Ausnahme yon Infiltraten l~ings der Blutgefd~e normal ist,
sind die Papillen und die subpapilliire Schicht im ganzen Gesichtsfelde yon dem an~egebenen Infiltra~ erfiillt, wobei nament]ich die grol~e Zahl der neugebildeten Kapillaren auff~llt. Die
Epidermis ist an der Stelle des Infiltratenkeiles etwas verbreitert. Keine Tuberkelbildung. Keine Riesenzellen. Keine
Tuberkelbazillen.
F~irbetechnik: Hs
in Formolalkohol, Einbetten in Paraffin, F~irbung mit H~matoxylin-Eosin, Cressylechtviolett, Polychrom-Methylenblau, Ziehl-Neelsen..
F a l l 2. Karl D., 15 Jahre. Aufgenommen 15./V. 1901 cntlassen
9&/VL 1904. Dieser Fall betrifft einen 15j~ihrigen Schubmaeherlehrling,
der yore 20.ft. his 15./V. 1904 auf der ehirurgischen Abteilung wegen
Skrofuloderma behandel~ worden war. Die Drtisen batten seit 6 Jahren
bestanden. Seehs Wochen vor seiner Verlegung auf die Hautkrankenabteilung wurde er operiert. Drei Wochen darnach trat eln Ausschlag
auf~ der als parasit~res Ekzem diagnostizier~ und mit Teer behandelt wurde.
Bei der Ubernahme des grazil gebauten Jungen auf die Hautkrankenstation fanden sich zu beiden Seiten des Halses Operationsnarben.
Auf tier Wang% am Kieferwinkel, eine marksttiekgro~e ger6tete Stelle,
in deren Mifte eine Fistelmtindung, in der Peripherie KnStehen. Mandibulardr~isen beiderseits bis zu KirschgrS~e geschwollen, ebenso zeigten
sieh die Zervikal-, Axillar-, Inguinaldrtisen vergrSBert. Die Perkussion der
Lunge ergibt geringen Tiefstand tier rechten Apex. Auskultatorisch
niehts Pathologisches nachweisbar. Die iibrigen 0rgane ohne bemerkenswerten Refund. Die Haut zeigte tiberall ziemlich starke Pigmentation,
war dtinn, trocken, etwas schuppend und leieht faltbar. An den oberen
Extremit~ten kein Lichen pilaris, an den unteren ganz geringer (forme
rouge). Auf dem Stamme und zwar sl0eziell an den Sei~enw~nden zwlsehen
Uber atypi~ehen Lichen serophulosorum.
383
vorderer und hinterer Axillarlinie, zum Teil aueh vorne bis zur Mittel_
linie reichend und auch auf das Kreuzbein fibergreifend fiudet sich ein
Exanthem, des die mittlere Bauchgegend unterhalb des Nabels, sowie
den grSBten Tell des Rfickens frei l~Bt. Das Exanthem besteht aus
KnStchen, die wie kleine Strophuluspapeln aussehen~ in Gruppen stehen
und zum Teile an der Spitze schuppen. Die einzelnen KnStehen sind
]ebhaft rot und steeknadelkopf- bis hirsekorngroB, andere sind deutlich
gl~nzend, planes- bis hanfkorngroB und tiefer rot. Die Dermatose ruff
keinen Juckreiz hervor. Neben Lichen scrophulosorum kam diagnostiseh
Ekzema serofulosorum in Betracht. Nach mehrt~giger Behandlung mit
essigsaurer Tonerde, Umsehl~gen, B~dern und Salizylvaseline hatte man
beim Darfiberfahren mit der Hand ein reibeisenartiges Gef~hl. Eine zur
Sieherung der Diagnose vorgenommene Injektion yon I/10 Milligramm
Alt-Tuberkulin ffihrte zu einer geringen Reaktion der Dermatose: Man
hatte den Eindruck, als ob die rote Farbe der KnStchen tiefer geworden
sei; auBerdem machte sich in den folgenden Tagen eine vermehrte Absehuppung der Epidermis ira Bereiche der Affek~ion bemerkbar, aueh
trugen mehr EiTlore~zenzen wie bisher zentrale Seh~ppehen. Am zweiten
Tage nach der Injektiou stieg die Temperatur plStzlieh auf 38'5~ dabei
zeigte sieh eine RStuag and Schwellung an der Injektionsstelle~ die
als Erysipel imponierte. In den folgenden Tagen schwanden Fieber und
RSte. An der Stelle, we die RSte bestanden hatte, maehte sleh eine
ziemlich starke Absehuppung bemerkbar~ auch traten einige Follikulitiden auf. W~hrend seines Aufenthaltes auf der Hautkrankenabteilung
erhielt Patient 3 E~lSffel Leber~ran pro die, die in Verbindung ~mit
Umsehl~igen yon Lebertran] die Affektion wesentlieh besserten. Patient
war nicht zu bewegen l~nger in Hospitalbehandlung zu bleiben und
wurde mit diesem Befunde nach Hause entlassen.
Ein am Stature exstirpiertes planes KnStchen wurde in
Serienschnitte zerlegt. Es zeigte s~ch die Epidermis bedeutender verbreitert als in Fall I~ namentlich das Stratum Malpighii.
Die s~mtlichen Zellen dieses Tells des Ep[thels waren gequollen.
Die Papillen waren auch hier mit einem Infiltrate angefiillt,
des haupts~ch]ich aus Lymphocyten, Kapillaren und gewucherten
Endothelien bestand. An einigen Stellen war das Infiltrat
auoh subpapill~ir vorhanden, sonst im Cerium nur entlang
einiger Papillen mit Ausnahme der Tiefe des Ceriums, we es
auch um eine Haarpapille herum sich befand. Die Untersuchung
auf Tuberkelbazfllen fiel bier nach mehreren Methoden und
bei einer Anzahl yon je 70 Schnitten negativ aus. Aueh zeigten
sich nirgendwo Miliartuberke!.
384
Sehfirmann.
Fiirbetechnik:
H/irten in F o r m a l a l k o h o l ; E i n b e t t e n
in Paraffin; F ~ r b u n g d e r S c h n i t t e n a c h den M e t h o d e n yon
Ziehl-Neelsen
und Gabber-Ernst.
F a l l 3. Frau A. Br. (Dieser Fall wurde uns yon Herrn Kollegen
Th. B Rr ambulant demonstriert. Hieffir, wie ffir die l)berlassung zur
VerSffentliehung sagen wir dem Herrn Kollegen besten Dank.)
Es handelt sich um eine etwa 50 Jahre alte Patientin, Mutter yon
13 Kindern, yon denen noeh drei leben. Abgesehen you 5frets aufgetretenen Drfisenschwellungen will Patientin friiher hie krank gewesen sein.
S t a t u s p r a e s e n s Friihjahr 1904: Grol]e, kr~ftig gebaute Frau
mit ziemlich starkem Fettpolster. Am Halse zahlreiche unregelm/il~ige
I~arben. Auf der ]inken Mamma ein ova]es zirka & c m langes und 2 c~n
breites Ulcus mit scharfen RRndern und schmierigem Grunde. An den
Armen unregelmM3ig zerstreute, gelbliche, kleinpapulSse Effloreszenzen,
zum Tell mit eitrigem Belage. Auf dem Rficken fiber den SchulterblRttern finden sich gelbliehe~ Schfippchen tragende, mehr spitzige
KnStchen, die in Gruppen gestellt sind. In der Lumbalgegend deutliohe
grSl~ere und flachere lichenoide Efftoreszenzen, d. h. fiber steeknadelkopfgrol~e KnStchen, zum Tell den Follikeln entsprechend, yon sattroter Farbe
und wachsartigem Glanze. Eine Dellenbildung l ~ t sieh nicht mit Sicherheit konstatieren.
Diagnose:
Skrofuloderma der Mammargegend, tuberkulSse
Drfisen, Lichen scrofulosorum. Unter roborierender DiRt und Sehwarzsalbenverband heilte alas Ulcus.
Auf unsere Bitte stellte sich Patientin am 25. Juli 1904 auf der
ttautkrankenstation vor. Das Krankheitsbild hatte sich wie folgt verRndert :
Auf dem Rfieken fiber beiden SehulterblRttern finden sieh noch
Gruppen spitziger Papelchen, links dunkler gef/irbt als reehts, in der
Ausdehnung einer Kinderhand, dicht gedrRngt, kaum fiber die Oberhaut
erhaben. An dem Ubergange zu den Oberarmen finden sich nach deren
Rfiekseite zu mannshandgro~e Plaques yon gelblich schmutziger Farbe
und vielen kleinen Sehiippehen. Bei nRherem Zusehen sind aueh hier
massenhafte KnStchen sehr dicht gedrRngt vorhanden und yon der oben
angegebenen Farbe. Die Lichen planus Rhnlichen Papeln auf dem Kreuzbein sind verschwunden.
Ein histologischer iBefund konnte aus Mangel an Material nicht
erhoben werden.
Bei d e r B e t r a c h t u n g u n s e r e r d r e i F ~ l l e f~llt uns vor
a l l e m das N e b e n e i n a n d e r g e h e n zweier ~ul3erlich d i f f e r e n t e r
Affektionen auf. D i e p l a n e n K n S t c h e n k a m e n u n d g i n g e n mit
d e n s p i t z e n des t y p i s c h e n L i c h e n s c r o p h u l o s o r u m . Differentiald i a g n o s t i s c h gegen L i c h e n s c r o p h u l o s o r u m in F r a g e k o m m e n d e
Uber atypischen Lichen scrophulosorum.
385
Affektionen konnten keine geniigende ErklErung fiir unser
Kranl~heitsbild abgeben. Gegen die Diagnose Tuberkulid sprach
das Fehlen einer zentralen Nekrose und die ganze Form der
Affektion, gegen Ache cachecticorum das Fehlen der Vereiterung, gegen Eczema scrophulosorum das Fehlen der
F1Echenerkrankung. Die L e i c h t e n s t e r n s c h e
Form der
akuten Miliartuberkulose auf der Haut besteht in Einzeleffioreszenzen, die ganz akut auftreten und verschwinden. Am
schwierigsten ist die Scheidung vom Lichen planus et acuminatus. Jedoch hilft hier der Farbenunterschied bei den aku,
mlnierten Effioreszenzen, der Pr~dilektions-Sitz am Stamme,
das Auftreten in Gruppen, der Decursus morbi, das gleichzeitige
Bestehen anderweitiger tuberkulSser Erkrankungen sowiedie spurlose Heilung auf Leberthran. Es kann sich demnach nur um einen
allerdings yon dem typischen t t e b r a s c h e n Krankheitsbilde
abweichenden Lichen scrophulosorum handeln. Nach H eb r a
bildet der Lichen scrophulosorum hirsekorngrol]e, blaI~gelbe
bis braunrote KnStchen, die im Innern nie ein Fluidum tragen,
stets in Gruppen stehen, oft Kreise oder Kreissegmente bilden,
in denen bisweilen noch einzelne Stellen stgrker pigmentiert
erscheinen, jene Stellen n~mlieh, wo friiher KnStchen sal]en.
Einige KnStchen erscheinen stets mit einer geringen Menge
Schiippchen bedeckt. Subjektive Erscheinungen fehlen, besenders ist kein Juckreiz vorhanden. Die Affektion zeigt sich
besonders an Brust, Bauch und Riicken seltener an den Extremitgten. Der Verlauf ist tr~ge, o h n e B l ~ i s c h e n o d e r
Pustelbildung.
Verschieden yon diesem Bild des typisehen
Lichen scropulosorum ist unsere Affektion eigentlich nur durch
die betr~ichtliche GrSl~e, durch die Farbe und dureh den Glanz
ciniger Einzeleffloreszenzen. Da die Dermatose jedoch im iibrigen
alle Merkmale des Lichen serophulosorum zeigt, und da aul]erdem
gewichtige Momente, wie das Vorkommen bei unzweifelhaft tuberkulSsen lndividuen und der parallele Verlauf mit einem typischen Lichen scrophulosorum die Diagnose Lichen scrophulosorum stiitzen, so ist es fiir uns nicht zweifelhaft, dal] wir es
in den vor]iegenden F~llen mit der n~mlichen Dermatose zu
tun haben. Ist dieses jedoch der Fall, so diirfte es sigh
emptehlen, da auch andere gleichartige Beobachtungen vor-
386
Schiirmann.
liegen, analog wie beim Lichen ruber eino akuminier~e und
eine plane Form zu unterscheiden. Man wird sich selbstversts
hiiten miissen, umschriebene liehenifizierte Herde mit
unserer Affektion zu verwechseln.
Was die histologisehen Befunde bei unseren Fs
angeht, so stimmen sie mit den Resul~a~en der Untersuchungen
K a p o s i s fiberein. Dieser demonstrierte die KnStehen des
Lichen scrophulosorum als das Resultat einer Zellinfiltration
und Exsudation um die Haarfollikel und die dazn gehSrigen
TMgdrfisen, sowie in die, die Follikelm[indung zuniehst begrenzenden Papillen.
3 a k o b i widerspraeh den Untersuchungsergebnissen K a p osis. Er fund in den Infiltraten die Struktur typischer
Miliartuberkel und sah e in Sts
das in seinem morphologischen and tinktoriellen Verbalten dem Tuberkelbazilhs entsprach. Dieser Ansicht, dal~ der Lichen scrophulosorum eine
eehte Hauttuberkulose sei, wollen sps
Untersucher unter
ihnen L u k a s i e w i e z , J a d a s s o h n , R i e h l nicht beipflichten.
J a d a s s o h n und U n n a sehen vielmehr die Frage fiber die
Tbk.-Natur des Lichen serophulosorum als noeh nieht spruchreif an. H a l l o p e a u und B o e c k sowie S c h w e n i n g e r
und
B u z z i, die nach Tuberkelinjektionen eine verbreitete Eruption
yon Lichen scrophul, auftreten sahen und H a l l o p e a u , der
die KnStchen in der Umgebung unzweifelhaft tuberkulSser
tterde auffand~ wollen die tuberkulSse Grundlage uniter Zweifel
gestellt wissen und neigen der Ansicht zu, da~ die KnStehen
der Toxinwirkung der Tuberkelbazillen ihre Entstehung verdanken. Beobachtungen yon W o l f f , der fiber Tuberkelbazillenfunde, zwar nicht in den typischen KnStchen selbst, wohl
aber in neben diesen zur Vereiterung tendierenden KnStchen,
die er yon den ersteren ableitet, schreibt und die positiven
Impferfolge, woriiber J a k o b i und H a u s h a 1t e r berichten,
erscheinen uns mit Rficksicht auf das AusgangsmateriM und
die mangelhafte Kontrolle der Impftiere nieht einwandsfrei.
N e i s s e r tr~gt ebenfalls naeh dem positiven Ausfalle
der Tuberkelimpfung kein Bedeaken, die Erkrankung den echten
Formen der bazill~ren H~uttuberk~lose zazurechnen und
schl~gt fiir sie den Namen Tuberculosis miliopapulosa aggregata
Uber atypischen Lichen scrophulosorum.
387
vor. Dagegen halten T o u t o n und K l i n g m i i l l e r die Frage
fiir nicht absolut spruchreif. Letzterer sieht den Lichen scrophulosorum als eine bei TuberkulSsen auftretende Dermatose
an, die durch die Toxine der Tuberkelbazillen entsteht und
zwar tritt sie nur be~ solchen ]ndividuen auf, die auch sonst
an den chronisehen Formen der Tuberkulose leiden. Unsere
F~lle sind nur geeignet, diese Annahme K l i n g m i i l l e r s
zu
stiitzen, denn unsere Patienten hatten alle andere Manifestationen tier Tuberkulose und wir kSnnen hinzufiigen, daft
diese nicht bei einem der ca. 200 Fs
yon Lichen seropulosorum der Beobachtungen K. H e r x h e i m e r s
fehlten. Aul~erdem kommt hinzu der positive Ansfall der Tuberkulinreaktion
und zwar reagierte Fall II nicht nur mit s
sondern auch typisch 5rtlieh.
388
S chiirmann.
Literatur.
B o e c k : Die Exantheme der Tuberkulose. Archiv. Band XLH, 1898.
Hallopeau:
Sur un cas de lichen scrophul. Annales. 1892. pag.
284 und 451,
Haushalter:
Deux cas de lichen scroph, chez t'enfanr nature
de la tuberculeux de l~affection 1898.
J a d a s s o h n : Lichen scrophul. Bericht des III. internationalen
Dermatologenkongresses~ London 1896.
Jakobi:
Pathologic und Pathogenese d. Lichen serophul. Verhandlg, der deutschen dermatologischeu Ges. 1892.
K a p o s i : Uber Lichen scrophul. /s
1869. Lehrbuch.
K1 i n g m f i l l e r : Beitr~ge zur Tuberkulos e der Haut, Archly 1904.
L u k a s i e w i c z: Uber Lichen scrophul. Archiv. Bd. XXVI, 1894.
N e i s s e r u. J a d a s s o h n : Hautkrankheiten.
P au t r i e r : Les Tubereulose cutan~es atypiques. 1903.
P i c k : Archly. 1904.
R i c h l: Lichen scrophnl. Archiv. 1892.
Schweninger
und B n z z i :
Zwei Briefe aus Berlin, Monatshefte 1890.
U n n a : Folliculitis scrophu]. Histopathologie 1894.
Wolff:
VI. KongreI~ der dtsch. Derm. Ges. 1899.
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https://www.epj-conferences.org/10.1051/epjconf/201714008003/pdf
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English
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Clustering and melting in a wet granular monolayer
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EPJ web of conferences
| 2,017
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cc-by
| 3,723
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1 Introduction for different NESS, and surface melting was found to be
associated with the emerging 1/f noise [12]. For partially wet granular materials, liquid mediated
particle-particle interactions lead to dramatically different
collective behavior than noncohesive dry granular mate-
rials, even if the mean liquid film thickness is only tens
of atomic layers thick [1]. In our planet largely cov-
ered with water, understanding how wetting liquid plays
a role in determining the transitions of granular materi-
als between solid-like, liquid-like or gas-like states is im-
portant concerning the prediction of natural disasters such
as landslide or debris flow, as well as the enhancement
of the efficiency in industrial processes [2]. In quasi-
two-dimensions, driven noncohesive granular monolayers
have attracted continuous attentions in the past decade,
because the dissipative nature of granular matter marks
it as a model system to understand phase transitions far
from thermodynamic equilibrium [3–5]. Particularly, a
previous investigation on agitated dry granular monolay-
ers suggests a two-stage melting scenario [6] in accor-
dance to the Kosterlitz, Thouless, Halperin, Nelson and
Young (KTHNY) theory for crystals in two-dimensions
(2D) [7, 8]. For the partially wet case, the capillary
bridges formed between adjacent particles, which give rise
to short-ranged attractive interactions, can be considered
as ‘molecular bonds’ in the model system. The nonequi-
librium stationary states (NESS) depend on the balance
between energy injection through, e.g., mechanical agita-
tions, and dissipation through, e.g., inelastic collisions or
viscous forces from wetting liquid [9, 10]. In a previous
investigation, it was shown that a 2D wet granular crys-
tal under horizontal swirling motion (i.e., horizontal vibra-
tions in two orthogonal directions with a phase shift of π/2
in a plane perpendicular to gravity) melts from its free sur-
face [11]. In a following investigation, the fluctuations of
the internal structures quantified by the bond-orientational
order parameters (BOOP) show different types of noises Here, we focus on the collective behavior of a wet
granular monolayer subjected to vertical vibrations along
the direction of gravity. From both the internal structure
and the mobility of the particles, we identify three distinct
regimes: Clustering of mobilized particles, reorganization
of small clusters into a hexagonal crystal with defects, and
a continuous melting initiated at the defects. © 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/). Clustering and melting in a wet granular monolayer Philipp Ramming1 and Kai Huang1,⋆
1Experimentalphysik V, Universität Bayreuth, 95440 Bayreuth, Germany Abstract. We investigate experimentally the collective behavior of a wet granular monolayer under vertical
vibrations. The spherical particles are partially wet such that there are short-ranged attractive interactions
between adjacent particles. As the vibration strength increases, clustering, reorganizing and melting regimes
are identified subsequently through a characterization with the bond-orientational order parameters and the
mean kinetic energy of the particles. The melting transition is found to be a continuous process starting from
the defects inside the crystal. ⋆e-mail: kai.huang@uni-bayreuth.de , 08003 (2017)
140
EPJ Web of Conferences
Powders & Grains 2017 , 08003 (2017)
140
EPJ Web of Conferences
Powders & Grains 2017 DOI: 10.1051/
714008003
epjconf/201 2 Experimental Setup and Procedure (c) Reconstructed
image of (a) based on the positions and local structures of all par-
ticles. (d) Color coding for the local structure (free, line, square,
or hexagonal) identified with bond-orientational order parame-
ters and a sketch defining the position of particle i and one of its
neighbors j in the laboratory system.
! Figure 1. Schematic of the experimental setup (a) and the con
tainer (b). Shaking control, camera triggering, acceleration de
tection, and image capturing are carried out automatically with
a computer program. In (b), the spacer is a PTFE ring used to
fi
th
ti l
i t
l
Figure 1. Schematic of the experimental setup (a) and the con-
tainer (b). Shaking control, camera triggering, acceleration de-
tection, and image capturing are carried out automatically with
a computer program. In (b), the spacer is a PTFE ring used to
confine the particles into a monolayer. Figure 2. (a) A sample raw image from the high speed camera. Eight black spheres are embedded in the PTFE ring symmetri-
cally in the azimuth direction for scaling purposes. (b) Negative
image of (a) after the background is removed. (c) Reconstructed
image of (a) based on the positions and local structures of all par-
ticles. (d) Color coding for the local structure (free, line, square,
or hexagonal) identified with bond-orientational order parame-
ters and a sketch defining the position of particle i and one of its
neighbors j in the laboratory system. acceleration. The collective behavior of the sample is cap-
tured with a high speed camera (IDT MotionScope M3)
mounted above the container. The camera is triggered by
a synchronized multi-pulse generator to capture images at
fixed phases of each vibration cycle. More details on the
set-up control can be found in Ref. [14]. ter with a sub-pixel resolution [15]. In order to detect all
the particles for all frames captured, the threshold used in
the Hough transformation is automatically adjusted such
that the correct number of particles are detected. 2 Experimental Setup and Procedure Figure 1a shows a sketch of the experiment setup. We use
a computer program to adjust vibration parameters, take
images, and collect acceleration data automatically in or-
der to explore the parameter space in a well-controlled
manner. Cleaned white glass beads (SiLibeads P) with
a diameter d
= 2.0 ± 0.02 mm and a density ρp
=
2.47 ± 0.05 g/cm3, after being mixed with purified wa-
ter (LaborStar TWF, surface tension σ = 0.072 N/m), are
added into a cylindrical polytetrafluoroethylene (PTFE)
container. The height H = 2.60 ± 0.05 mm and inner di-
ameter D = 13.00 cm of the container is controlled by the
embedded spacer (see Figure1b). H is chosen to be only
slightly larger than d to ensure a monolayer. The global
area fraction is Nd2/D2 ≈50.5% with particle number
N = 2134. The liquid content is defined as W ≡Vw/Vg,
where Vw and Vg are the volume of the wetting liquid and
that of the glass beads correspondingly. It is kept within
3% so that cohesion arises mainly from liquid bridges
formed between adjacent particles [13]. The container
is agitated vertically against gravity with an electromag-
netic shaker (Tira TV50350). The frequency f and ampli-
tude z0 of the sinusoidal vibrations are controlled with a
function generator (Agilent FG33220) and the dimension-
less acceleration Γ = 4π2 f 2z0/g is measured with an ac-
celerometer (Dytran 3035B2), where g is the gravitational , 08003 (2017)
140
EPJ Web of Conferences , 08003 (2017)
140
EPJ Web of Conferences
Powders & Grains 2017 DOI: 10.1051/
714008003
epjconf/201 Powders & Grains 2017
! Figure 1. Schematic of the experimental setup (a) and the con-
tainer (b). Shaking control, camera triggering, acceleration de-
tection, and image capturing are carried out automatically with
a computer program. In (b), the spacer is a PTFE ring used to
confine the particles into a monolayer. Figure 2. (a) A sample raw image from the high speed camera. Eight black spheres are embedded in the PTFE ring symmetri-
cally in the azimuth direction for scaling purposes. (b) Negative
image of (a) after the background is removed. 2 Experimental Setup and Procedure Sub-
sequently, the position of particle i at frame number n is
rescaled with (xi, yi) = ϵ(k)(xi0, yi0), where phase k is the
modulo of n over K, and (xi0, yi0) is the position of particle
i in the original image. At the beginning of each experimental run, the sample
is driven to the gas-like state with Γ ≈40 for 10 min-
utes to have a reproducible initial condition with the wet-
ting liquid homogeneously distributed. Subsequently, Γ is
quenched to ≈4 and increases stepwise to ≈32 at a fixed
f = 50 Hz. In each step, M = 500 images are taken by
the high speed camera with a frame rate of 500 frames per
second, corresponding to K = 10 frames per vibration cy-
cle. The local structure of a particle is identified with
BOOP [16, 17], which are calculated as follows: As shown
in Figure 2(d), we first identify bonds connecting a parti-
cle to all its neighbors, e.g., rij pointing from particle i to
j. The neighbors are identified with the criterion |rij| ≤rc,
where the critical bond length rc = 1.05d is slightly larger
than the particle diameter. From the azimuth (φij) and po-
lar angles (θij = 0 for the 2D case here) of all bonds origi-
nating from particle i, we calculate Figure 2 shows the image analysis procedure, from raw
images captured by the high speed camera (a) to the local
structures of individual particles (c) identified with BOOP. Because shaking is along the viewing direction of the cam-
era, the images captured at various phases of each vibra-
tion cycle have a slightly different scale, which leads to a
shift of each particle position up to a few pixels, depending
on the particle location and Γ. For particles at the rim of
the container, the deviation can reach 0.15d at Γ = 15. In
order to correct this error, we group images according to
the capturing phase k and use different scales for different
phases. The scales are obtained with ϵ(k) = ⟨ld(k)/D1⟩,
where ld(k) is the distance between the centers of two op-
positely placed marker particles in pixels (see Figure 2a),
D1 = 135.0 mm is the measured length, and ⟨...⟩denotes
an average over all pairs of markers and all frames at phase
k. 3 Results and discussion Figure 3 presents the collective behavior of the wet spher-
ical particles as Γ increases. It is quantified with two order
parameters. The percentage of particles in a locally hexag-
onal packing (i.e., appear red in the reconstructed images),
ξ6, is used as a measure of the static structure. The rescaled
kinetic energy ˜Ek(t) ≡⟨|vi(t)−¯v(t)|2⟩/(fd)2 is used to char-
acterize particle dynamics, where vi(t) is the velocity of
particle i at time t, ¯v(t) = N
i=1 vi(t)/N corresponds to the
mean velocity of all particles at time t, and ⟨...⟩denotes an
average over all particles and frames. The particle velocity
is obtained with vi(t) = [ri(t + Δt) −ri(t)]/Δt, where the
time step Δt = 1/(K f) is determined by the frame rate of
the camera. Based on visual inspections (see the top panel
of Figure 3) as well as characterizations with the two order
parameters, the following three regimes are identified. Figure 3. Upper panel shows the local structure of all particles
at various Γ and W = 3%. (a) Percentage of particles in a hexag-
onal structure, ξ6 as a function of Γ for different W. (b) Rescaled
kinetic energy, ⟨˜Ek⟩, averaged over all particles and M −1 conse-
quent frames as a function of Γ. Both order parameters suggest
three regimes separated by the two dash lines (located at Γ = 7.7
and 15.5 respectively). p
g
g
In the clustering regime, the particles are gradually be-
ing mobilized, and subsequently form small clusters due to
the formation of capillary bridges. At the initial Γ ≈4.0,
no movements of the particles are observed from the top
view images. As Γ increases to ≈4.7, some particles start
to move and form small clusters (see the reconstructed im-
age at Γ = 6.8). The critical acceleration Γc can be un-
derstood from the force balance Fd = Fb + G, where the
magnitude of the capillary force Fb, gravity G and driv-
ing force Fd can be estimated with |Fb| = πσd cos α with
contact angle α ≈0, |G| = πρpd3g/6, and |Fd| = ΓcG
respectively [18]. Consequently, we estimate Γc ≈4.5,
which agrees well with the experiments. Above Γc, the
mobilized particles start to form chains as well as fractal
structures. Correspondingly, the order parameter ξ6 grows
with the agglomeration process from ≈0.25 to more than
0.60. onal structure. Initially, ξ6 decays slightly as Γ grows. 2 Experimental Setup and Procedure Qlm(i) = 1
Nb
Nb
j=1
Ylm(φij, θij),
(1) (1) where Nb(i) is the total number of bonds for particle i,
and Ylm corresponds to the spherical harmonics of bond
rij. Subsequently, we obtain BOOP of weight l with Ql =
4π
2l + 1
l
m=−l
|Qlm|2. (2) (2) After image enhancement (see Figure 2b), we apply a
Hough algorithm to locate the positions of all particles in
all frames in a Cartesian system centered at the image cen- Here, Q6 is chosen as the order parameter because of its
sensitivity to the hexagonal order. Based on a compari- 2 , 08003 (2017)
140
EPJ Web of Conferences
Powders & Grains 2017 DOI: 10.1051/
714008003
epjconf/201 Figure 3. Upper panel shows the local structure of all particles
at various Γ and W = 3%. (a) Percentage of particles in a hexag-
onal structure, ξ6 as a function of Γ for different W. (b) Rescaled
kinetic energy, ⟨˜Ek⟩, averaged over all particles and M −1 conse-
quent frames as a function of Γ. Both order parameters suggest
three regimes separated by the two dash lines (located at Γ = 7.7
and 15.5 respectively). son of Q6 to the values obtained from perfectly hexagonal,
square, line structures, as well as for free particles (see
Figure 2d), the local structure of each individual particle
is identified (see Figure 2c). In comparison to other local
measures such as coordination number or local area frac-
tion, the advantage of using BOOP is that the influence of
particles on the edge of a cluster is minimized, which is
essential for analyzing the structure of small clusters. Acknowledgements We thank Ingo Rehberg, Simeon Völkel, and Andreas Zip-
pelius for helpful discussions. This work is partly sup-
ported by the Deutsche Forschungsgemeinschaft through
Grant No. HU1939/4-1. 3 Results and discussion re-
constructed image at Γ = 17.5), and sometimes the whole
cluster swirls collectively. The reason for this collective
behavior will be a topic of further investigations. References [1] K. Huang, M. Sohaili, M. Schröter, S. Herminghaus,
Phys. Rev. E 79, 010301 (2009) [2] K. Huang,
Habilitation
thesis,
University
of
Bayreuth (2014) [3] P.M. Reis, R.A. Ingale, M.D. Shattuck, Phys. Rev. Lett. 96, 258001 (2006) Concerning the influence of liquid content, our results
show that the amount of wetting liquid plays a role in de-
termining the amount of particles in a liquid-like state, as
soon as the particles are effectively mobilized in the reor-
ganizing and melting regimes. However, it does not in-
fluence the transitions between different regimes, which
appear to be predominately determined by the agitation
strength. In the melting regime, the averaged kinetic en-
ergy for both W agrees with each other, indicating that the
energy dissipation from the rupture of liquid bridges does
not play a dominating role in determining the mobility of
the particles. [4] T. Müller, D. de las Heras, I. Rehberg, K. Huang,
Phys. Rev. E 91, 062207 (2015) [5] A. Fortini, K. Huang, Phys. Rev. E 91, 032206
(2015) [6] J.S. Olafsen, J.S. Urbach, Phys. Rev. Lett. 95,
098002 (2005) [7] J.M. Kosterlitz, D.J. Thouless, J. Phys. C: Solid State
Phys. 6, 1181 (1973) [8] K.J. Strandburg, Rev. Mod. Phys. 60, 161 (1988) [9] F. Gollwitzer, I. Rehberg, C.A. Kruelle, K. Huang,
Phys. Rev. E 86, 011303 (2012) [10] T. Müller, K. Huang, Phys. Rev. E 93, 042904 (2016) 3 Results and discussion This feature can be attributed to the enhanced mobility of
clusters, because intense interactions between rigid clus-
ters can drive more particles into the liquid-like phase and
consequently lead to a lower ξ6. Note that the transition
into the liquid-like state requires the rupture of capillary
bridges, and the rupture energy is ∝
√
W [20], therefore ξ6
is smaller for W = 2% in comparison to 3% for a given ag-
itation strength. For the same reason, the mobility of par-
ticles for W = 2% is slightly larger than 3%, because less
energy is required for rupturing at a given energy injec-
tion. As Γ approaches the transition to the melting regime
(iii), the interactions between clusters become less impor-
tant because of the merging of clusters. The fluctuations of
ξ6 suggest that the internal structure of the merged cluster
reorganizes frequently. Visual inspections reveal that the
frequent generation and diminishing of defects in the crys-
talline structure (see the reconstructed image for Γ = 14.7)
account for the fluctuations. As Γ increases further, visual inspections reveal that
more and more compact structures (reminiscent to those
observed in a previous investigation of wet granular mono-
layers under shear [19]) are forming along with a more
significant growth of ξ6 in the range of 6.5 ≤Γ ≤7.7. In-
terestingly, the mobility of particles grows rapidly in this
range (see Figure 3b), suggesting that the enhanced mobil-
ity of particles facilitates the agglomeration process. The
rapid growth of ˜Ek in this regime could be attributed to
the additional freedom gained during the rupture of cap-
illary bridges between the particles and the container bot-
tom. Note that overcoming the capillary force at Γc does
not necessarily lead to the rupture of capillary bridges, as
the latter also requires the relative separation distance to
be greater than the rupture distance of the bridge. As melting starts at Γ = 15.5, a sudden drop of ξ6
along with a rapid growth of ˜Ek are observed. Differ-
ent from a previous investigation on horizontally driven
systems [11], melting does not predominately start from
the surface of the crystal. 3 Results and discussion Instead, melting through cluster
breaking, preferably along the defects, is more likely to be In the reorganizing regime starting at Γ ≈7.7, the
small clusters merge and form a large one with a hexag- 3 , 08003 (2017)
140
EPJ Web of Conferences
Powders & Grains 2017 DOI: 10.1051/
714008003
epjconf/201 vibrations. The defects mediated melting transition ob-
served in this nonequilibrium system triggers the question
whether this transition falls into the scenario of KTHNY
theory or not. observed. For the case of horizontal driving in a plane per-
pendicular to gravity, the mobility of the particles are con-
fined in a strict monolayer. For the vertical vibrations used
here, neighboring particles may move out of phase due to
the small gap above the granular layer. It facilitates the
formation of topological defects at which melting starts. Further increase of Γ leads to a slow erosion of the crystal
by the particles in the liquid-like phase, and consequently
a gradual decay of ξ6. At Γ ≈23, melting completes for
both liquid contents. Further increase of agitation strength
leads to a continuous growth of ˜Ek with Γ, because energy
injection increases. Strong density fluctuations are present
at high Γ, even though the container is leveled carefully
before each experimental run. Occasionally, the particles
are accumulated at the side of the container (see, e.g. re-
constructed image at Γ = 17.5), and sometimes the whole
cluster swirls collectively. The reason for this collective
behavior will be a topic of further investigations. observed. For the case of horizontal driving in a plane per-
pendicular to gravity, the mobility of the particles are con-
fined in a strict monolayer. For the vertical vibrations used
here, neighboring particles may move out of phase due to
the small gap above the granular layer. It facilitates the
formation of topological defects at which melting starts. Further increase of Γ leads to a slow erosion of the crystal
by the particles in the liquid-like phase, and consequently
a gradual decay of ξ6. At Γ ≈23, melting completes for
both liquid contents. Further increase of agitation strength
leads to a continuous growth of ˜Ek with Γ, because energy
injection increases. Strong density fluctuations are present
at high Γ, even though the container is leveled carefully
before each experimental run. Occasionally, the particles
are accumulated at the side of the container (see, e.g. 4 Conclusions [11] C. May, M. Wild, I. Rehberg, K. Huang, Phys. Rev. E 88, 062201 (2013) To summarize, the collective behavior of a wet granular
monolayer under vertical vibrations is investigated experi-
mentally. The internal structures of the wet granular as-
semblies are obtained with the bond-orientational order
parameter Q6, and the dynamics is characterized with the
averaged mobility of individual particles. From both inter-
nal structures of the particles and the mean kinetic energy,
three regimes (clustering, reorganizing and melting) are
identified. If the peak vibration acceleration Γ is greater
than a critical value, at which the driving force is suffi-
cient to overcome the capillary force and gravity, the par-
ticles are mobilized and form small compact clusters. In
the reorganizing regime, the clusters merge into a hexag-
onal crystal with defects. Further increase of Γ leads to a
continuous melting predominately from the defects inside
the crystal, reminiscent to a second-order phase transition. The difference to surface melting observed in a horizon-
tally driven system [11] can be attributed to the additional
degree of freedom of the particles along the direction of [12] K. Huang, New J.Phys. 17, 083055 (2015) [13] M. Scheel,
R. Seemann,
M. Brinkmann,
M. Di Michiel, A. Sheppard, B. Breidenbach,
S. Herminghaus, Nat. Mater. 7, 189 (2008) [14] K. Huang, I. Rehberg, Phys. Rev. Lett. 107, 028001
(2011) [15] C. Kimme, D. Ballard, J. Sklansky, Communications
of the ACM 18, 120 (1975) [16] P.J. Steinhardt, D.R. Nelson, M. Ronchetti, Phys. Rev. B 28, 784 (1983) [17] Y. Wang, S. Teitel, C. Dellago, J. Chem. Phys. 122,
214722 (2005) [18] L. Butzhammer, S. Völkel, I. Rehberg, K. Huang,
Physical Review E 92, 012202 (2015) [19] K. Huang, M. Brinkmann, S. Herminghaus, Soft
Matter 8, 11939 (2012) [20] K. Huang, K. Roeller, S. Herminghaus, Eur. Phys. J. Spec. Top. 179, 25 (2009) 4 4
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https://figshare.com/articles/journal_contribution/Supplementary_Methods_from_JMJD2B_Promotes_Epithelial_Mesenchymal_Transition_by_Cooperating_with_-Catenin_and_Enhances_Gastric_Cancer_Metastasis/22450296/1/files/39901362.pdf
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Supplementary Methods from JMJD2B Promotes Epithelial–Mesenchymal Transition by Cooperating with β-Catenin and Enhances Gastric Cancer Metastasis
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cc-by
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Supplementary materials and methods
1 Supplementary materials and methods
1
2
Reagents, small interfering RNA (siRNA) and plasmids
3
Chemical modified siRNAs targeting Snail and scramble siRNA wer
4
from GenePharma (Shanghai GenePharma Co.,Ltd, China). The siRNA sequ
5
as
following:
siJMJD2B#1,
5′-
UCUCCAUCACCUGCCUCAAGCA
6
siJMJD2B
#2,
5′-GACCTGCTACGAAGTGAACTT
-3′
and
7
5′-CAGGACUCUAAUCCAGAGUTT-3′. E-cadherin
promoter
8
pEcad−1008/+49 was kindly provided by Dr. Y.S.Chang (Chang-Gung U
9
Kwei-shan, Taoyuan, Taiwan 333, Republic of China). TCF/LEF-1
10
(TOP-FLASH) and mutation vector (FOP-FLASH) were bought from
11
(Addgene plasmid 12456 and 12457, Cambridge, MA). 12
13
Luciferase Reporter Assays
14
BGC823 cells were plated into 24-well plate, and incubated overnight
15
and then treated with TGF-β1 (5 ng/ml) and/or JMJD2B siRNA or control siR
16
the following day, VimPro-Luc vector, VimProMut-Luc vector, pEcad−
17
vector, pTOP-FLASH or pFOP-FLASH reporter plasmids (0.5 μg eac
18
separately transfected into the treated cells as above. 24 hours later, luciferas
19
was examined by a dual luciferase reporter assay system (Promega, Madi
20
USA), and firefly luciferase activity was normalized to the control pRL-T
21
activity included in the kit. 22
BGC823 cells were plated into 24-well plate, and incubated overnight
23
On the next day, cells were co-transfected with VimPro-Luc vector, VimPro
24
vector, pEcad−1008/+49 vector, pTOP-FLASH or pFOP-FLASH reporter
25
(0.25 μg each) and HA-JMJD2B plasmid (0.25 μg each). 24 hours later, l
26
activity was examined as above. 27
BGC823 cells were plated into 24-well plate, and incubated overnight
28
and then treated with JMJD2B siRNA or control siRNA for 24h. Then th
29
were transfected with flag-β-catenin plasmids (0.5 μg). On the follow
30
pTOP-FLASH or pFOP-FLASH reporter plasmids (0.5 μg each) were s
31
transfected into the treated cells as above. 24 hours later, luciferase acti
32
examined. 33
BGC823 cells were plated into 24-well plate, and incubated overnight
34
and then were co-transfected with flag-β-catenin and HA-JMJD2B plasmid
35
each). 24 hours later, luciferase activity was examined as above. 36
Each experiment was done in triplicate and repeated at least three times. 37
38 Reagents, small interfering RNA (siRNA) and plasmids
3 Chemical modified siRNAs targeting Snail and scramble siRNA were bought
4
from GenePharma (Shanghai GenePharma Co.,Ltd, China). The siRNA sequences are
5
as
following:
siJMJD2B#1,
5′-
UCUCCAUCACCUGCCUCAAGCACAA-3′;
6
siJMJD2B
#2,
5′-GACCTGCTACGAAGTGAACTT
-3′
and
siSnail,
7
5′-CAGGACUCUAAUCCAGAGUTT-3′. E-cadherin
promoter
vector
8
pEcad−1008/+49 was kindly provided by Dr. Y.S.Chang (Chang-Gung University,
9
Kwei-shan, Taoyuan, Taiwan 333, Republic of China). TCF/LEF-1 reporter
10
(TOP-FLASH) and mutation vector (FOP-FLASH) were bought from Addgene
11
(Addgene plasmid 12456 and 12457, Cambridge, MA). 12 Luciferase Reporter Assays
14 BGC823 cells were plated into 24-well plate, and incubated overnight at 37°C,
15
and then treated with TGF-β1 (5 ng/ml) and/or JMJD2B siRNA or control siRNA. On
16
the following day, VimPro-Luc vector, VimProMut-Luc vector, pEcad−1008/+49
17
vector, pTOP-FLASH or pFOP-FLASH reporter plasmids (0.5 μg each) were
18
separately transfected into the treated cells as above. 24 hours later, luciferase activity
19
was examined by a dual luciferase reporter assay system (Promega, Madison, WI,
20
USA), and firefly luciferase activity was normalized to the control pRL-TK renilla
21
activity included in the kit. 22
BGC823 cells were plated into 24-well plate, and incubated overnight at 37°C. 23
On the next day, cells were co-transfected with VimPro-Luc vector, VimProMut-Luc
24
vector, pEcad−1008/+49 vector, pTOP-FLASH or pFOP-FLASH reporter plasmids
25
(0.25 μg each) and HA-JMJD2B plasmid (0.25 μg each). 24 hours later, luciferase
26
activity was examined as above. 27
BGC823 cells were plated into 24-well plate, and incubated overnight at 37°C,
28
and then treated with JMJD2B siRNA or control siRNA for 24h. Then these cells
29
were transfected with flag-β-catenin plasmids (0.5 μg). On the following day,
30
pTOP-FLASH or pFOP-FLASH reporter plasmids (0.5 μg each) were separately
31
transfected into the treated cells as above. 24 hours later, luciferase activity was
32
examined. 33
BGC823 cells were plated into 24-well plate, and incubated overnight at 37°C,
34
and then were co-transfected with flag-β-catenin and HA-JMJD2B plasmid (0.25 μg
35
each). 24 hours later, luciferase activity was examined as above. 36
Each experiment was done in triplicate and repeated at least three times. 37
38 BGC823 cells were plated into 24-well plate, and incubated overnight at 37°C,
15
and then treated with TGF-β1 (5 ng/ml) and/or JMJD2B siRNA or control siRNA. On
16
the following day, VimPro-Luc vector, VimProMut-Luc vector, pEcad−1008/+49
17
vector, pTOP-FLASH or pFOP-FLASH reporter plasmids (0.5 μg each) were
18
separately transfected into the treated cells as above. 24 hours later, luciferase activity
19
was examined by a dual luciferase reporter assay system (Promega, Madison, WI,
20
USA), and firefly luciferase activity was normalized to the control pRL-TK renilla
21
activity included in the kit. 22 BGC823 cells were plated into 24-well plate, and incubated overnight at 37°C. Western blot
10 2
Western blot analysis was done for detecting expression of EMT markers and
11
cytoplasmic and nuclear β-catenin in JMJD2B-depleted gastric cells. Cellular proteins
12
(80 μg) were separated by SDS-PAGE and transferred to PVDF or nitrocellulose
13
membranes (Millipore, Billerica, MA, USA). It was blocked with 5% nonfat milk for
14
2h at room temperature. Then the membrane was incubated with human specific
15
antibodies against JMJD2B (A301-478A, Bethyl Laboratories, Montgomery, USA),
16
E-cadherin, Snail, vimentin (Cell Signaling Technology, Billerica, MA, USA) and
17
β-actin (Santa Cruz Biotechnology, Santa Cruz, California, USA). Thereafter it was
18
incubated with anti-mouse or rabbit horseradish peroxidase-conjugated IgG and
19
developed with the enhanced chemiluminescence kit (Millipore). Actin was a loading
20
control. 21
To detect the expression of cytoplasmic and nuclearβ-catenin, cytoplasmic and
22
nuclear proteins were extracted using the NE-PER Nuclear and Cytoplasmic
23
Extraction Kit (Thermo-Pierce, Rockford, Illinois, USA) according to the
24
manufacturer’s protocol. Human specific antibodies against JMJD2B (A301-478A,
25
Bethyl Laboratories, Montgomery, USA), E-cadherin, Snail, vimentin, β-catenin (Cell
26
Signaling Technology, Billerica, MA, USA) and β-actin (Santa Cruz Biotechnology,
27
Santa Cruz, California, USA) were used. 28
29
Apoptosis assay
30
Terminal deoxynucleotidyl transferase–mediated dUTP nick end labeling
31
(TUNEL; Beyotime Institute of Biotechnology, China) was employed for analysis of
32
apoptosis in mouse lung metastatic samples according to the manufacturer's
33
instructions. 34
35
Immunohistochemistry
36
Immunohistochemical analysis was done in slides of paraffin-embedded human
37
primary gastric cancer and mouse lung metastatic tissue specimens. Briefly, slides of
38 Western blot analysis was done for detecting expression of EMT markers and
11
cytoplasmic and nuclear β-catenin in JMJD2B-depleted gastric cells. Cellular proteins
12
(80 μg) were separated by SDS-PAGE and transferred to PVDF or nitrocellulose
13
membranes (Millipore, Billerica, MA, USA). It was blocked with 5% nonfat milk for
14
2h at room temperature. Then the membrane was incubated with human specific
15
antibodies against JMJD2B (A301-478A, Bethyl Laboratories, Montgomery, USA),
16
E-cadherin, Snail, vimentin (Cell Signaling Technology, Billerica, MA, USA) and
17
β-actin (Santa Cruz Biotechnology, Santa Cruz, California, USA). Thereafter it was
18
incubated with anti-mouse or rabbit horseradish peroxidase-conjugated IgG and
19
developed with the enhanced chemiluminescence kit (Millipore). Actin was a loading
20
control. Luciferase Reporter Assays
14 23
On the next day, cells were co-transfected with VimPro-Luc vector, VimProMut-Luc
24
vector, pEcad−1008/+49 vector, pTOP-FLASH or pFOP-FLASH reporter plasmids
25
(0.25 μg each) and HA-JMJD2B plasmid (0.25 μg each). 24 hours later, luciferase
26
activity was examined as above. 27 BGC823 cells were plated into 24-well plate, and incubated overnight at 37°C,
34
and then were co-transfected with flag-β-catenin and HA-JMJD2B plasmid (0.25 μg
35
each). 24 hours later, luciferase activity was examined as above. 36 Each experiment was done in triplicate and repeated at least three times. 37 38 1 TGF-β1 and/or JMJD2B siRNA treated gastric cells (BGC823, HGC27 and
1
MGC803) were fixed with 4% paraformaldehyde and treated with 0.3% Triton-X100
2
for cell membranes permeabilization. Cells were incubated with specific antibodies
3
against vimentin (ab92547, Abcam, Cambridge, UK), β-catenin (ab32572, Abcam),
4
E-cadherin (#3195S, Cell signaling technology) at a dilution of 1:200 overnight at
5
4°C. The cells were then incubated with Alexa 594-conjugated anti-rabbit. We
6
counterstained the nuclei with DAPI (Beyotime, China). Finally, images were
7
acquired under a FluoView 1000 confocal microscope (Olympus). 8 TGF-β1 and/or JMJD2B siRNA treated gastric cells (BGC823, HGC27 and
1
MGC803) were fixed with 4% paraformaldehyde and treated with 0.3% Triton-X100
2
for cell membranes permeabilization. Cells were incubated with specific antibodies
3
against vimentin (ab92547, Abcam, Cambridge, UK), β-catenin (ab32572, Abcam),
4
E-cadherin (#3195S, Cell signaling technology) at a dilution of 1:200 overnight at
5
4°C. The cells were then incubated with Alexa 594-conjugated anti-rabbit. We
6
counterstained the nuclei with DAPI (Beyotime, China). Finally, images were
7
acquired under a FluoView 1000 confocal microscope (Olympus). 8 9 Western blot
10 21 To detect the expression of cytoplasmic and nuclearβ-catenin, cytoplasmic and
22
nuclear proteins were extracted using the NE-PER Nuclear and Cytoplasmic
23
Extraction Kit (Thermo-Pierce, Rockford, Illinois, USA) according to the
24
manufacturer’s protocol. Human specific antibodies against JMJD2B (A301-478A,
25
Bethyl Laboratories, Montgomery, USA), E-cadherin, Snail, vimentin, β-catenin (Cell
26
Signaling Technology, Billerica, MA, USA) and β-actin (Santa Cruz Biotechnology,
27
Santa Cruz, California, USA) were used. 28 Apoptosis assay
30 Terminal deoxynucleotidyl transferase–mediated dUTP nick end labeling
31
(TUNEL; Beyotime Institute of Biotechnology, China) was employed for analysis of
32
apoptosis in mouse lung metastatic samples according to the manufacturer's
33
instructions. 34 Terminal deoxynucleotidyl transferase–mediated dUTP nick end labeling
31
(TUNEL; Beyotime Institute of Biotechnology, China) was employed for analysis of
32
apoptosis in mouse lung metastatic samples according to the manufacturer's
33
instructions. 34 Immunohistochemical analysis was done in slides of paraffin-embedded human
rimary gastric cancer and mouse lung metastatic tissue specimens. Briefly, slides of Immunohistochemical analysis was done in slides of paraffin-embedded human
primary gastric cancer and mouse lung metastatic tissue specimens Briefly slides o 2 3
paraffin-embedded tissue specimens were de-paraffinized, and the antigens retrieval
1
was done by boiling in a microwave oven in 0.01 M citrate buffer (pH 6.0). Then the
2
slides were incubated with a primary anti-JMJD2B antibody (1:100, Bethyl
3
Laboratories, USA) at 4°C overnight, and followed by HRP-conjugated secondary
4
antibody (Zhongshan Goldenbridge, China). Immunostaining was visualized with 3.3′
5
-diaminobenzidine (DAB Zhongshan Goldenbridge, China). Hematoxylin was used
6
for nuclear counterstaining. Specific antibodies against JMJD2B (1:100, A301-478A,
7
Bethyl Laboratories), P53 (1:100, Zhongshan Goldenbridge, China) and P21(1:100,
8
#3733-1, Epitomics, Burlingame, CA) were used. 9
10
Scratch wound-healing assay
11
HGC27 and MGC803 cells were seeded in 6-well plates and transfected with
12
JMJD2B siRNA and control siRNA. The confluent cell monolayer was scratched with
13
a clean pipette tip and the plates were washed twice with PBS before adding fresh
14
medium. The cell migration was observed and measured after 24h. Each assay was
15
repeated 3 times. 16
17
Matrigel invasion assay
18
The Matrigel invasion was performed at a 24-well Transwell chamber (Costar,
19
New York, NY, USA). The insert was coated with 40 μl Matrigel (BD Biosciences,
20
Franklin Lakes, NJ, USA). HGC27 and MGC803 cells were collected after
21
transfection with JMJD2B siRNA and control siRNA for 48h and transferred to the
22
chamber inserts in serum-free medium (200 μl containing 1×105cells). The bottom
23
chamber contained medium with 20% FBS as a chemoattractant. The cells were
24
incubated in a humidified incubator at 37°C for 48h. Then the chamber inserts were
25
washed, fixed and stained with 0.1% crystal violet. Each experiment was done in
26
triplicate. Apoptosis assay
30 27
28
Mouse model
29
BGC823 cells transfected with JMJD2B siRNA and control siRNA for 48h were
30
collected and then 1 × 106 cells suspended in 300 μl PBS were injected into the tail
31
veins of 6-week-old male nude mice (Shanghai Slac Laboratory Animal Co. Ltd,
32
Shanghai, China). Thirty days later, the mice were killed and their lungs were
33
obtained for evaluation of metastasis. JMJD2B silencing in the metastatic lung tissues
34
was detected by immunohistochemical analysis. All research involving animals was
35
conducted in accordance with the guidelines established by Ethics Committee of
36
Shandong University (Jinan, PR.China). 37 paraffin-embedded tissue specimens were de-paraffinized, and the antigens retrieval
1
was done by boiling in a microwave oven in 0.01 M citrate buffer (pH 6.0). Then the
2
slides were incubated with a primary anti-JMJD2B antibody (1:100, Bethyl
3
Laboratories, USA) at 4°C overnight, and followed by HRP-conjugated secondary
4
antibody (Zhongshan Goldenbridge, China). Immunostaining was visualized with 3.3′
5
-diaminobenzidine (DAB Zhongshan Goldenbridge, China). Hematoxylin was used
6
for nuclear counterstaining. Specific antibodies against JMJD2B (1:100, A301-478A,
7
Bethyl Laboratories), P53 (1:100, Zhongshan Goldenbridge, China) and P21(1:100,
8
#3733-1, Epitomics, Burlingame, CA) were used. 9 3
antibody (Zhongshan Goldenbridge, China). Immunostaining was visualized with 3.3′
5
-diaminobenzidine (DAB Zhongshan Goldenbridge, China). Hematoxylin was used
6
for nuclear counterstaining. Specific antibodies against JMJD2B (1:100, A301-478A,
7
Bethyl Laboratories), P53 (1:100, Zhongshan Goldenbridge, China) and P21(1:100,
8
#3733-1, Epitomics, Burlingame, CA) were used. 9
10
Scratch wound-healing assay
11
HGC27 and MGC803 cells were seeded in 6-well plates and transfected with
12
JMJD2B siRNA and control siRNA. The confluent cell monolayer was scratched with
13
a clean pipette tip and the plates were washed twice with PBS before adding fresh
14
medium. The cell migration was observed and measured after 24h. Each assay was
15
repeated 3 times. 16
17
Matrigel invasion assay
18
The Matrigel invasion was performed at a 24-well Transwell chamber (Costar,
19
New York, NY, USA). The insert was coated with 40 μl Matrigel (BD Biosciences,
20
Franklin Lakes, NJ, USA). HGC27 and MGC803 cells were collected after
21
transfection with JMJD2B siRNA and control siRNA for 48h and transferred to the
22
chamber inserts in serum-free medium (200 μl containing 1×105cells). The bottom
23
chamber contained medium with 20% FBS as a chemoattractant. Apoptosis assay
30 The cells were
24
incubated in a humidified incubator at 37°C for 48h. Then the chamber inserts were
25
washed, fixed and stained with 0.1% crystal violet. Each experiment was done in
26
triplicate. 27
28
Mouse model
29
BGC823 cells transfected with JMJD2B siRNA and control siRNA for 48h were
30
collected and then 1 × 106 cells suspended in 300 μl PBS were injected into the tail
31
veins of 6-week-old male nude mice (Shanghai Slac Laboratory Animal Co. Ltd,
32
Shanghai, China). Thirty days later, the mice were killed and their lungs were
33
obtained for evaluation of metastasis. JMJD2B silencing in the metastatic lung tissues
34
was detected by immunohistochemical analysis. All research involving animals was
35
conducted in accordance with the guidelines established by Ethics Committee of
36
Shandong University (Jinan, PR.China). 37 10 3
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https://openalex.org/W4237492477
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https://refubium.fu-berlin.de/bitstream/fub188/26344/1/2020_Bahr_etal.pdf
|
English
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Ketogenic diet and fasting diet as Nutritional Approaches in Multiple Sclerosis (NAMS): protocol of a randomized controlled study
|
Research Square (Research Square)
| 2,019
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cc-by
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Ketogenic diet and fasting diet as
Nutritional Approaches in Multiple Sclerosis
(NAMS): protocol of a randomized
controlled study Lina Samira Bahr1†, Markus Bock2,3,4†, Daniela Liebscher5, Judith Bellmann-Strobl1,6, Liane Franz1, Alexandra Prüß5,
Dania Schumann5, Sophie K. Piper7,8, Christian S. Kessler5,9, Nico Steckhan5, Andreas Michalsen5,9,
Friedemann Paul1,6,7 and Anja Mähler6,7,10* Friedemann Paul1,6,7 and Anja Mähler6,7,10* Abstract 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: anja.maehler@charite.de
†Lina Samira Bahr and Markus Bock contributed equally to this work. 6Experimental and Clinical Research Center, a cooperation between
Charité—Universitätsmedizin Berlin and Max Delbruck Center for Molecular
Medicine, Berlin, Germany
7Berlin Institute of Health, Berlin, Germany
Full list of author information is available at the end of the article Bahr et al. Trials (2020) 21:3
https://doi.org/10.1186/s13063-019-3928-9 Bahr et al. Trials (2020) 21:3
https://doi.org/10.1186/s13063-019-3928-9 Bahr et al. Trials (2020) 21:3
https://doi.org/10.1186/s13063-019-3928-9 Open Access Abstract Background: Multiple sclerosis (MS) is the most common inflammatory disease of the central nervous system in
young adults that may lead to progressive disability. Since pharmacological treatments may have substantial side
effects, there is a need for complementary treatment options such as specific dietary approaches. Ketone bodies
that are produced during fasting diets (FDs) and ketogenic diets (KDs) are an alternative and presumably more
efficient energy source for the brain. Studies on mice with experimental autoimmune encephalomyelitis showed
beneficial effects of KDs and FDs on disease progression, disability, cognition and inflammatory markers. However,
clinical evidence on these diets is scarce. In the clinical study protocol presented here, we investigate whether a KD
and a FD are superior to a standard diet (SD) in terms of therapeutic effects and disease progression. Methods: This study is a single-center, randomized, controlled, parallel-group study. One hundred and eleven
patients with relapsing–remitting MS with current disease activity and stable immunomodulatory therapy or no
disease-modifying therapy will be randomized to one of three 18-month dietary interventions: a KD with a
restricted carbohydrate intake of 20–40 g/day; a FD with a 7-day fast every 6 months and 14-h daily intermittent
fasting in between; and a fat-modified SD as recommended by the German Nutrition Society. The primary outcome
measure is the number of new T2-weighted MRI lesions after 18 months. Secondary endpoints are safety, changes
in relapse rate, disability progression, fatigue, depression, cognition, quality of life, changes of gut microbiome as
well as markers of inflammation, oxidative stress and autophagy. Safety and feasibility will also be assessed. Discussion: Preclinical data suggest that a KD and a FD may modulate immunity, reduce disease severity and
promote remyelination in the mouse model of MS. However, clinical evidence is lacking. This study is the first
clinical study investigating the effects of a KD and a FD on disease progression of MS. Trial registration: ClinicalTrials.gov, NCT03508414. Retrospectively registered on 25 April 2018. Keywords: Multiple sclerosis, Dietary intervention, Ketogenic diet, Intermittent fasting, Anti-inflam © 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. * Correspondence: anja.maehler@charite.de Correspondence: anja.maehler@charite.de
†Lina Samira Bahr and Markus Bock contributed equally to this work. 6Experimental and Clinical Research Center, a cooperation between
Charité—Universitätsmedizin Berlin and Max Delbruck Center for Molecular
Medicine, Berlin, Germany
7Berlin Institute of Health, Berlin, Germany
Full list of author information is available at the end of the article Introduction Profound reduction of either overall calorie or carbo-
hydrate intake decreases glucose and insulin levels,
thereby driving the body to produce ketone bodies from
internal or external fats. These ketone bodies provide an
alternative energy source for the brain. They might even
be more efficient (per unit oxygen) than glucose [24]. Furthermore, ketone bodies seem to stimulate mito-
chondrial biogenesis and reduce mitochondrial perme-
ability [25, 26]. Multiple sclerosis (MS) is the most common chronic in-
flammatory autoimmune disease of the central nervous
system. It leads to neurodegeneration and is a major
cause of progressive disability and early retirement in
young adults [1–3]. According to estimates, more than 2
million people worldwide are affected [4]. Relapsing–re-
mitting MS (RRMS) is the most common form of MS
and is characterized by relapses and periods of remission
as well as systemic inflammation of the central nervous
system and progressive neurodegeneration from the
earliest disease stages [5, 6]. KDs and fasting diets (FDs) both drastically reduce
carbohydrate intake and it has been suggested that the
resulting ketone bodies facilitate the regeneration of
demyelinated axons [20]. It is thus feasible that either of
these dietary approaches could have a therapeutic bene-
fit in MS patients. Currently, there is no cure for MS, but several immu-
nomodulatory therapies are available that may slow dis-
ease progression [7]. However, all of them may have
substantial side effects and patients respond differently
due to the complex nature of the disease. Consequently,
there is a need for complementary therapies such as spe-
cific diets that may reduce MS symptoms, improve the
patient’s quality of life and even delay disease progres-
sion. A recent review reported that up to 70% of MS pa-
tients
already
use
alternative
and
complementary
medicine [8]. Fasting not only induces ketosis, but might also acti-
vate autophagy in the brain, liver and muscle [27]. Macroautophagy is a key quality-control pathway in cells
through which nonnuclear parts of the cell and cytoplas-
mic macromolecules are renewed and mobilized, re-
spectively. It is thought to mediate the anti-aging effects
of calorie restriction [28]. Since some of the effects of fasting can be replicated
with a KD, autophagy might also be relevant for KDs. Indeed, current evidence from a rat model suggests that
a KD can attenuate seizure-induced neuronal injury via
autophagy [29]. Introduction It is widely accepted that a combination of genetic
susceptibility and environmental factors causes MS
[9]. That nutrition might be among these factors is
supported by the fact that MS is more frequent in
western
countries
than
in
less-developed
nations
[10]. The so-called western diet is high in energy,
saturated fats and sugars. Of note, a meal high in
fat and refined carbohydrates has been shown to
cause a more pronounced postprandial insulin se-
cretion and enhanced inflammation compared to a
meal high in fiber and fruits in healthy lean subjects
[11]. In line with this, a 12-week ketogenic diet
(KD) decreased insulin resistance and several serum
inflammatory
markers
in
overweight
men
and
women [12]. The KD was originally conceptualized to mimic the
biochemical effects associated with fasting [30] and was
used as an alternative treatment in pharmaco-resistant
childhood epilepsy as early as the 1920s [31]. Since then,
KDs have also been shown to improve symptoms in
other neurodegenerative diseases such as Alzheimer’s
disease and Parkinson’s disease [32, 33]. In the case of MS, there is preclinical evidence for the
efficacy of KDs and FDs from experimental autoimmune
encephalomyelitis (EAE), the established animal model
of MS. A KD slowed disease progression, improved
motor disability and hippocampal atrophy, reversed le-
sions and suppressed inflammatory cytokines and react-
ive oxygen species [34]. A fasting mimicking diet was
shown to delay onset and slow disease progression. This
was accompanied by increased corticosterone levels,
autoreactive lymphocyte apoptosis and oligodendrocyte
regeneration during the fasting [35]. These findings are
supported by other EAE studies showing beneficial ef-
fects of intermittent fasting and chronic calorie restric-
tion [36–38]. These are important findings since insulin resistance
seems to be more common in MS patients than in
healthy controls and is associated with higher Expanded
Disability Status Scale (EDSS) scores [13, 14]. Further-
more, elevated serum levels of the pro-inflammatory
cytokine IL-17 in MS patients [14] may contribute to the
impaired glucose and insulin metabolism in MS [15]. The cerebral glucose hypometabolism that occurs in
MS patients [16–18] is thought to reflect mitochondrial
dysfunction in neuronal cells [19]. Although the mech-
anism is not yet defined, it is feasible that neurodegener-
ative
processes
driven
partly
by
oxidative
stress
contribute to this mitochondrial dysfunction [20]. In-
deed,
several
studies
have
demonstrated
increased
markers of oxidative stress and decreased compensatory
antioxidative capacity in MS patients [14, 21–23]. © 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. Bahr et al. Trials (2020) 21:3 Bahr et al. Trials (2020) 21:3 Page 2 of 9 Bahr et al. Trials Introduction Changes in the gut microbiome are associated with many
disease states, including autoimmune diseases such as MS,
and the gut microbiome is intricately linked to our immune
system and inflammatory responses. The typical western
diet is associated with gut microbial imbalance (dysbiosis),
low-grade
inflammation
and
neuroinflammation
[39]. Bahr et al. Trials (2020) 21:3 Bahr et al. Trials (2020) 21:3 Page 3 of 9 Page 3 of 9 Page 3 of 9 Interestingly, recent studies have shown that gut dysbiosis
can also occur in MS patients [40–42]. Both KDs and FDs
may positively affect the gut microbiota by enhancing gut
microbial diversity [42, 43]. Thus, changes of the gut micro-
biome could be implicated in the effects of our dietary
regimens. restricted to 20–40 g/day; a FD with a 7-day fast every 6
months and 14-h daily intermittent fasting in between;
and a SD that is predominantly vegetarian and fat-
modified as recommended by the German Nutrition So-
ciety. The institutional review board of Charité—Univer-
sitätsmedizin Berlin approved the study and written
informed consent is obtained from all participants prior
to study entry (Additional files 1 and 2). The study is
conducted
in
accordance
with
the
Declaration
of
Helsinki in its currently applicable version, the guide-
lines of the International Conference on Harmonization
of Good Clinical Practice (ICH-GCP) and applicable
German laws. For further details refer to the SPIRIT
checklist (Additional file 3). We have already obtained clinical evidence for the
feasibility and safety of KDs and FDs in MS patients and
showed that they might improve health-related quality
of life [35]. Another more recent pilot study which
tested the safety and tolerability of a modified Atkins
diet found decreased body mass index, body fat mass, fa-
tigue and depression scores in 20 RRMS patients. This
was, however, an uncontrolled study with just a 6-
month intervention period, which cannot corroborate ef-
fects on disease progression [44]. Study design ≥1 relapse or ≥1 new T2 lesion or ≥1 contrast-
enhancing lesion on MRI within the last 2 years This is a single-center, randomized, controlled, three-
armed, parallel-group study conducted at the NeuroCure
Clinical Research Center at Charité—Universitätsmedi-
zin Berlin. Recruitment started in April 2017 (Clinical-
Trials.gov
identifier:
NCT03508414). Patients
are
recruited from all over Germany. Recruitment strategies
include specific study calls on the website of the German
Multiple Sclerosis Society and the distribution of study
flyers in specialized neurological practices as well as in-
formation events and lectures for patients. We intend to
randomize 111 RRMS patients to one of three 18-month
dietary interventions: a KD with a carbohydrate intake Agreement that possible incidental findings will be
communicated Body mass index between 19 and 45 kg/m2 Ability to give verbal and written consent Health insurance Participants Patient information and informed consent have been
prepared in accordance with the guidelines of the in-
stitutional review board of Charité—Universitätsmedi-
zin Berlin. Potential participants receive both forms at
least 24 h before a consultation with a study physician
who personally explains all study procedures. If he or
she is willing to participate and had sufficient time to
ask
questions,
written
informed
consent
is
given. Afterward,
inclusion
and
exclusion
criteria
are
assessed. The main inclusion criteria are a definite
diagnosis of RRMS according to the 2017 McDonald
criteria [46], a stable immunomodulatory therapy or
no disease-modifying therapy for at least 6 months, an
EDSS score below 4.5 [47] and disease activity within
the last 2 years before study entry. This is defined as
at least one new lesion on brain MRI and/or at least
one relapse. Participants are recruited in cohorts of
15–25 patients. Here, we present the protocol of a randomized, con-
trolled clinical study investigating the effects of a KD
and a FD compared to a standard diet (SD) in RRMS. The SD is a healthy, predominantly vegetarian diet that
follows the recommendations of the German Nutrition
Society (DGE). MS patients adhering to a similar diet for
12 months showed improved body mass index, metabolic
markers and fatigue but no changes in brain MRI out-
comes [45]. Thus, we hypothesize that KDs and FDs are superior
to the SD with respect to new lesions on cranial T2-
weighted MRI after 18 months compared to baseline. We further hypothesize differential effects of our inter-
ventions in men and women, because of sex-specific
metabolic differences (e.g. fat and carbohydrate metabol-
ism). We further expect larger treatment effects in pa-
tients without MS medication. Secondary endpoints are safety aspects of the dietary
interventions, brain volume, annualized relapse rate, dis-
ability progression, changes in gut microbiome, metabo-
lomics
of
stool
and
blood,
immunological
effects,
cognition, fatigue, depression, muscle strength, walking
endurance and quality of life. Methods Stable immunomodulatory therapy or no disease-
modifying therapy ≥6 months before study entry Complete list of inclusion criteria Relapsing–remitting MS
18–65 years of age
EDSS < 4.5 Relapsing–remitting MS 18–65 years of age y
EDSS < 4.5 Dietary interventions Nutritional counseling for all three interventions takes
place in small groups within 10 sessions over 18 months
(five sessions in months 1–3, five sessions in months 4–
18). The group setting facilitates exchange between pa-
tients, management of dietary challenges, monitoring of
compliance and recording of adverse events. Between
the group sessions, patients have the possibility to con-
tact their nutritional counselor via email or telephone at
any time. KD. During nutritional counseling, patients are
instructed to start by limiting carbohydrate intake to
just 20 g/day for 4 weeks in order to establish
ketosis. Then, patients increase their carbohydrate
intake by 5 g each week until they reach their
individual maximum (approximately 40 g) to
maintain stable ketosis. All carbohydrates relevant
for elevating blood glucose are limited to 40–50 g/
day. In addition, the glycemic index and glycemic
load of carbohydrates have to be below 50 and 6,
respectively. This ketogenic diet is equivalent to a
traditional ketogenic diet, but with a liberalized
macronutrient composition of 70–80% fats, 15–20%
proteins and 5–10% carbohydrates (compared to a
traditional ketogenic diet with 90% fat, 6% proteins
and 4% carbohydrates). To aid in the adjustment
and determine their individual carbohydrate intake
limits, patients receive a hand-held ketone-meter to
measure and record blood concentrations of ketone
body β-hydroxybutyrate at regular intervals. Values
should be between 0.5 and 3.0 mmol/L. Contraindications for MRI such as metallic
implants, cardiac pacemakers and claustrophobia Retention of patients is promoted by close and fre-
quent contact with their nutritional counselor and study
physician via telephone, email and study visits. In case of
relevant issues, visits outside the study schedule are
offered. Discontinuation criteria are withdrawal of consent,
subsequent occurrence of an exclusion criterion (e.g. change of immunomodulatory therapy), lack of compli-
ance and medical reasons for stopping the intervention. For all three groups, compliance is defined as attend-
ing at least 8 of 10 group sessions and each of six study
visits. Food records measure compliance to the pre-
scribed intervention. In the KD group, the majority of
blood ketone measurements should be ≥0.5 mmol/L. For the FD group, there are regular additional meetings
during each of the three fasting periods. These meetings
have to be attended, enabling the physician and the
counselor to evaluate compliance. FD. Patients in the FD group fast for 7 days every 6
months. Dietary interventions During this intensive fasting episode,
patients only consume vegetable juices and vegetable
broth, yielding a daily calorie intake between 200
and 350 kcal. Tea and water is available ad libitum
to ensure sufficient fluid intake. Two days before
and 3 days after fasting, patients eat a low-calorie
vegetarian diet for preparation and aftercare. The
fasting is initialized by an intestinal clearing with lax-
atives (e.g. Glauber’s Salt by FX-Passage). Outside
these intensive fasting episodes, patients intermit-
tently fast for 14 h daily on 7 days of the week in
order to maintain fasting effects. For compliance
reasons, participants may take one “cheat day” per
week at which they follow the fasting rules less FD. Patients in the FD group fast for 7 days every 6
months. During this intensive fasting episode,
patients only consume vegetable juices and vegetable
broth, yielding a daily calorie intake between 200
and 350 kcal. Tea and water is available ad libitum
to ensure sufficient fluid intake. Two days before
and 3 days after fasting, patients eat a low-calorie
vegetarian diet for preparation and aftercare. The
fasting is initialized by an intestinal clearing with lax-
atives (e.g. Glauber’s Salt by FX-Passage). Outside
these intensive fasting episodes, patients intermit-
tently fast for 14 h daily on 7 days of the week in
order to maintain fasting effects. For compliance
reasons, participants may take one “cheat day” per
week at which they follow the fasting rules less We offer patients who meet a discontinuation criterion
to attend the remaining study visits for follow-up outside
the study protocol. We assess all outcomes except for
exploratory
blood
parameters
(autophagy,
oxidative
stress) in these patients. Complete list of exclusion criteria Start or change of immunomodulatory therapy < 6
months before or during the study Page 4 of 9 Bahr et al. Trials (2020) 21:3 Page 4 of 9 Bahr et al. Trials Relapse or cortisone treatment within 30 days before
study entry
Clinically relevant metabolic, progressive or
malignant diseases
Intake of > 1 g/day omega-3 fatty acid supplements
Significant cognitive-cooperative impairment
Insulin-dependent diabetes mellitus (type I)
Participation in another interventional study
Weight loss diet or loss of more than 5 kg within 2
months before study entry
Insufficient mental ability for cooperation
Eating disorders
Kidney stones
Therapy with oral anticoagulants
Pregnancy and breastfeeding
Suspected lack of compliance
Smokers (> 5 cigarettes per day)
Known alcohol and drug abuse
Inability to give informed consent or apply to the
study protocol
Contraindications for MRI such as metallic
implants, cardiac pacemakers and claustrophobia scan. We use a stratified block randomization with
variable block length. This will ensure a homogeneous
distribution of interventions over these strata. An exter-
nal statistician who is not involved in the study carries
out
the
randomization
according
to
predefined
randomization lists. Power calculation Based on the results of other MS studies in our research
center in comparable patient cohorts, an average of
three new T2 lesions after 18 months is expected in the
SD group. Sample size was calculated with the Wilcoxon
(Mann–Whitney) rank-sum test and the significance
level was adjusted (Bonferroni) for the two comparisons
(KD vs. SD and FD vs. SD). With a sample size of 33 pa-
tients per group and a two-sided significance level of
0.025, there is a power of 80% to detect a probability of
0.72 that an observation from group 1 is smaller than
that from group 2. This corresponds to a standardized
effect size of 0.83 and an expected mean difference in
the number of new T2 lesions in each of the interven-
tion groups of 0.5 compared to the SD group after 18
months (Query Advisor 7.0). We expect a dropout rate
of approximately 10% and therefore plan to enroll 37 pa-
tients per group, 111 patients in total. Outcome parameters Our primary endpoint is the number of new lesions on
cranial T2-weighted MRI after 18 months compared to
baseline. The secondary MRI endpoint is brain atrophy
determined by percentage brain volume change. All MRI
scans will be performed in a 3-Tesla MRI scanner (Tim
Trio; Siemens, Erlangen, Germany) and will be assessed
by an experienced evaluator who is blinded to both clin-
ical data and interventional allocation. Randomization Eligibility of patients will be determined at the screening
visit by a trained physician. Afterward, randomization is
done in three strata to distribute possible confounding
factors equally to the dietary interventions. Strata are sex
(man or woman), MS medication (yes or no) and lesion
load (< 15 or ≥15 lesions) in the baseline brain MRI Bahr et al. Trials (2020) 21:3 Page 5 of 9 Page 5 of 9 kidney and liver parameters in peripheral venous blood. In addition, we want to investigate metabolic, hormonal
and immunological effects of the diets. For this, periph-
eral blood mononuclear cells are isolated for further
analysis. In addition, markers of oxidative stress, espe-
cially reaction products of anti-oxidative enzymes, are of
interest. The polyamine level and cell metabolites will be
measured as secondary markers of nutrient availability
and autophagy activation in the cell. Stool samples are
collected for 16s rRNA sequencing. For a detailed over-
view of assessments and endpoints, see Table 1. strictly. During intermittent fasting, patients are
counseled to eat a diet according to the recommen-
dations of the DGE (equivalent to the SD group). Patients additionally attend group sessions every
other day during fasting. A physician and a dietician
with expertise on fasting monitor these sessions. During the first intensive fasting episode, these ses-
sions are every other day. In the subsequent fasting
episodes, the meetings are less frequent (three or
four meetings). g
SD. Patients are counseled to adhere to a healthy,
non-calorie-restricted diet according to the rec-
ommendations of the DGE. This diet is predom-
inantly vegetarian with reduced consumption of
meat, animal fats, eggs and egg products. Low-fat
milk and dairy products are recommended to pro-
vide calcium. Dietary recommendations are de-
signed to modify the omega-6 to omega-3 fatty
acid ratio to 5:1. SD. Patients are counseled to adhere to a healthy,
non-calorie-restricted diet according to the rec-
ommendations of the DGE. This diet is predom-
inantly vegetarian with reduced consumption of
meat, animal fats, eggs and egg products. Low-fat
milk and dairy products are recommended to pro-
vide calcium. Dietary recommendations are de-
signed to modify the omega-6 to omega-3 fatty
acid ratio to 5:1. We will inform participants about any conspicuous
findings and refer them to their general practitioner for
further treatment. After completion of the study, partici-
pants have the possibility to be referred to appropriate
outpatient nutritional counseling. Adverse events There are no major risks for patients participating in this
study. Minor adverse events of a ketogenic diet and fast-
ing can be headaches, feelings of hunger, fatigue, irrit-
ability and dizziness. These side effects are transient and
will stop after a few days. Patients will be asked for toler-
ability of the interventions and any adverse events will
be recorded. We do not expect serious adverse events
due to our dietary interventions. Data management
h Trials (2020) 21:3 Table 1 SPIRIT flow diagram of the NAMS study
Visit
–1, screening
0, baseline
1, start intervention
2
3
4
5
Month
−4 (max)
−1
0
3
9
15
18
Informed consent
x
Demographics
x
Inclusion/exclusion criteria
x
x
x
x
x
x
x
Case history
x
Medication
x
x
x
x
x
x
x
Vital signs
x
x
x
x
x
Bioelectrical impedance analysis
x
x
x
Anthropometric data
x
x
x
x
x
x
Hand grip strength
x
x
x
Safety laboratory
x
x
x
x
x
Research laboratory
x
x
x
Urine sample
x
x
x
x
x
Stool sample
x
x
x
Multiple Sclerosis Quality of Life-54
x
x
x
Questionnaire on activities
x
x
x
Beck Depression Inventory II
x
x
x
Fatigue Severity Scale
x
x
x
Physical examination
x
x
x
Multiple Sclerosis Functional Composite
x
x
x
Symbol Digit Modalities Test
x
x
x
Six-minute walk test
x
x
x
Expanded Disability Status Scale
x
x
x
Relapse query
x
x
x
x
x
x
x
AE/SAE query
x
x
x
x
x
x
MRI
x
x
x
Four-day food record
x
x
x
Nutritional counseling
x
*
*
*
*
AE adverse event, MRI magnetic resonance imaging, SAE serious adverse event
*There are 10 group sessions for nutritional counseling within 18 months. The fasting diet group has additional meetings during their 7-day-fasts at baseline and
after 6 and 12 months Table 1 SPIRIT flow diagram of the NAMS study AE adverse event, MRI magnetic resonance imaging, SAE serious adverse event
*There are 10 group sessions for nutritional counseling within 18 months. The fasting diet group has additional meetings during their 7-day-fasts at baseline and
after 6 and 12 months ic resonance imaging, SAE serious adverse event
or nutritional counseling within 18 months. The fasting diet group has additional meetings during their 7-day-fasts at baseline and We only obtain consent for usage of data and samples
for the research question described in this protocol. Thus, we do not intend to use participant data or bio-
logical samples in ancillary studies. intervention adjusted for the baseline value is lower in
the KD and FD groups than in the SD group. Data management
h Each participant will receive a unique identifier upon
study entry. This identifier will be used for all data docu-
mentation to ensure the participant’s confidentiality. Data will be gathered in source documents and then
transferred onto paper case report forms. Later, all data
will be digitized and stored in a central database. To im-
prove accuracy of data entry, entries will be verified for
proper format and expected range as well as double-
checked. Overall data quality will be assured by inde-
pendent monitoring throughout the study. However, due
to the minimal risks of our dietary interventions, a data
monitoring committee is deemed unnecessary. Data will
be stored for 10 years after study completion and then
deleted. Any modification to the current study protocol
will be submitted to the institutional review board, all
trial participants and the trial investigators. Additional secondary endpoints are the annualized re-
lapse rate, neurological–functional disability progression
(EDSS, Multiple Sclerosis Functional Composite), cogni-
tion (Symbol Digit Modalities Test), fatigue (Fatigue
Severity Scale), depression (Beck Depression Inventory
II), muscle strength (handgrip dynamometer), walking
endurance (6-min walk test) and quality of life (MSQoL-
54). In a subset of patients, we will evaluate glucose vari-
ability from continuous glucose measurements over 14
days (FreeStyle Libre Sensors; Abbott). All endpoints will
be assessed at baseline, 9 and 18 months by trained and
experienced personnel. For safety monitoring, body weight and composition,
dietary intake and vital signs are recorded at regular in-
tervals as well as routine laboratory tests of blood count, Bahr et al. Trials Page 6 of 9 Bahr et al. Trials (2020) 21:3 Bahr et al. Data management
h Although
the sample size calculation was conservatively based on
the Mann–Whitney U test, the final analysis of the pri-
mary endpoint will be based on non-parametric analysis
of covariance (ANCOVA) on ranks with the treatment
group as a fixed factor and adjustment for the baseline
number of T2 lesions. The resulting coefficients will be
reported with 95% confidence intervals and their corre-
sponding p-values compared to a two-sided Bonferroni-
adjusted significance level of 0.025 [48]. Results will be personally explained to all study partici-
pants, presented on national and international conferences,
published in peer-reviewed journals, and disseminated to
neurologists and the medical laity. We will comply with the
official eligibility guidelines for authorship for all publica-
tions and do not intend to use professional writers. Discussion Fourth, controlling and ensuring adherence to dietary
interventions is rather challenging. This is especially true
in an outpatient setting during such a long study period. Some patients might be disappointed with their inter-
ventional allocation and surreptitiously include some
features of the desired group into their diet. This can
only be avoided by close and frequent contact between
counselor and patient. Furthermore, changing estab-
lished dietary preferences can be rather challenging and
might lead to compliance issues. Patients with suspected
or known lack of compliance are excluded from the per-
protocol analysis. To date, this is the first study that investigates long-term
efficacy of KDs and FDs on T2 hyperintense lesion load
and clinical measures of disease activity and progression
in MS patients. This is also the first study that investi-
gates therapeutic effects of repeated prolonged fasting
combined with daily intermittent fasting. There are sev-
eral reasons for the scarcity of such large-scale, long-
term studies. The most prominent reasons are, of
course, the high demand of financial and human re-
sources. Further, patients often prefer one particular
intervention and are therefore prone to withdraw con-
sent when randomized to an undesired intervention. Once patients have committed to such a study, it is chal-
lenging to convey dietary interventions in a way that suf-
ficient motivation is aroused. Only this will ensure
dietary adherence for the whole intervention period. One great strength of our study is that patients in the
KD group measure their blood ketones at home. Many
other studies with low-carbohydrate–high-fat diets did
not verify ketosis, which limits the interpretation of re-
sults. Although we do not know the actual concentra-
tions of ketone bodies in the brain, blood ketone
concentrations have been shown to drive the brain’s
overall metabolic rate [50]. There are some critical aspects of our study design. First, we include patients with any MS medication or no
medication. From a methodological point of view, in-
cluding only patients on the same treatment or un-
treated patients would have been preferable. However, in
light of the variety of available treatment options, we
would not be able to recruit a sufficient number of pa-
tients with the same medication within an acceptable
time span. Furthermore, by including patients with
different treatments, putative positive results will be
more generalizable. Data analysis We do not plan any interim analyses. In the case of
more than 5% missing for the primary endpoint, we plan
to replace missing values in the outcome parameter using
multiple imputation [49] under the missing at random as-
sumption in addition to the complete case analyses. Confirmatory analysis will be conducted based on the
intention-to-treat (ITT) population. The aim is to show
that KDs and FDs are superior to the SD, meaning that
the number of new T2 lesions after 18 months of dietary Bahr et al. Trials (2020) 21:3 Bahr et al. Trials (2020) 21:3 Bahr et al. Trials (2020) 21:3 Page 7 of 9 Page 7 of 9 As a sensitivity analysis, the primary endpoint will be
analyzed in the per-protocol population. This population
includes all randomized patients who meet the study eli-
gibility criteria and fulfill all compliance criteria through-
out the study. treatment and no treatment. Having a stratum for every
treatment would have resulted in a sample size too un-
realistic to recruit and finance. Besides, transferability to
clinical routine is only given if the study population, at
least in principle, reflects the clinical routine with its di-
verse application of different treatment options. We intend to perform two subgroup analyses, men vs. women and MS medication vs. no MS medication, by
adding another main effect for sex or medication,
respectively, as well as an interaction term. These sub-
group analyses will be analyzed in an exploratory man-
ner to generate possible hypotheses for follow-up studies
without adjustment for multiple comparisons. For these,
p-values may not be interpreted as confirmative. Second, a dietary intervention study cannot be blinded
completely. Thus, expectations and observer bias cannot
be ruled out. However, we try to minimize bias by not
communicating any longitudinal data during the study
to patients and study personnel in contact with them. Even more important, MRI analysts who evaluate the
primary endpoint are blinded for both clinical data and
interventional allocation. Safety analysis will include calculation of frequencies
and rates of adverse and serious adverse events within
18 months of the interventions. Third, we undertake MRI scans of both the cranium
and the spinal cord to evaluate disease activity before
study entry in order to prevent selection bias. The study
MRI, however, only analyzes the cranium, thereby
neglecting spinal cord lesions. This entails the risk of
overlooking disease activity. Data analysis However, newly developing
spinal cord lesions in MS are often associated with clin-
ical symptoms. Thus, they would be recorded as a re-
lapse within regular clinical assessments. Furthermore,
cerebral lesions are more frequent and, therefore, consti-
tute a reliable marker for disease activity. Secondary endpoints will be analyzed in an explorative
manner and descriptives will be given using the mean
and standard deviation for sufficiently normal distrib-
uted metric variables, the median with limits of the
interquartile range (IQR: 25th and 75th percentiles) for
skewed metric or ordinal data, as well as absolute and
relative frequencies for count data. Funding g
This study is funded by grants from the Walter and Ilse Rose-foundation and
Myelin-Project e.V. FP is supported by Deutsche Forschungsgemeinschaft
(DFG Exc 257). 10. Dua TR, P. Atlas multiple sclerosis resources in the world 2008. Accessed 12
November 2019 [Available from: https://www.who.int/mental_health/
neurology/Atlas_MS_WEB.pdf. 10. Dua TR, P. Atlas multiple sclerosis resources in the world 2008. Accessed 12
November 2019 [Available from: https://www.who.int/mental_health/
neurology/Atlas_MS_WEB.pdf. 11. Ghanim H, Abuaysheh S, Sia CL, Korzeniewski K, Chaudhuri A, Fernandez-
Real JM, et al. Increase in plasma endotoxin concentrations and the
expression of Toll-like receptors and suppressor of cytokine signaling-3 in
mononuclear cells after a high-fat, high-carbohydrate meal: implications for
insulin resistance. Diabetes Care. 2009;32(12):2281–7. 11. Ghanim H, Abuaysheh S, Sia CL, Korzeniewski K, Chaudhuri A, Fernandez-
Real JM, et al. Increase in plasma endotoxin concentrations and the
expression of Toll-like receptors and suppressor of cytokine signaling-3 in
mononuclear cells after a high-fat, high-carbohydrate meal: implications for
insulin resistance. Diabetes Care. 2009;32(12):2281–7. Discussion Thus, we decided to include all pa-
tients who have been stable on or off treatment for at
least 6 months. Stratification only differentiates between Further strengths are the randomized study design,
large sample size, long intervention of 18 months and
blinded outcome assessment. Moreover, we focus on
both MRI-based measures of disease activity and pro-
gression and several patient-related endpoints, such as
fatigue, depression and quality of life. Considering epidemiological and preclinical data, on the
one hand, and the lack of clinical data, on the other, this
study has the potential to provide essential data on the Bahr et al. Trials (2020) 21:3 Page 8 of 9 Page 8 of 9 Page 8 of 9 Page 8 of 9 Consent for publication
Not applicable. Consent for publication
Not applicable. efficacy of KDs and FDs. By analyzing metabolic markers,
oxidative stress and the gut microbiome, we hope to shed
some light on the mechanisms that underlie these dietary
regimens. A better mechanistic understanding might also
be applicable to other neurodegenerative diseases. Consent for publication
Not applicable. Consent for publication
Not applicable. Competing interests
Th
h
d
l The authors declare no competing interests. The final trial dataset will be
available to the investigators. The funders of the study are neither involved
in the study design nor the interpretation of data or the publishing of the
results. In conclusion, KDs and FDs have the potential for a
safe and inexpensive complementary treatment option in
MS and our study might close the gap between promis-
ing preclinical data and the lack of clinical data. Author details
1 1NeuroCure Clinical Research Center and Department of Neurology,
Charité—Universitätsmedizin Berlin, corporate member of Freie Universität
Berlin, Humboldt Universität Berlin, Berlin, Germany. 2Institute of
Biochemistry, University Medicine Berlin—Charité, Charitéplatz 1, D-10117
Berlin, Germany. 3Department of Medicine B, Ruppin General Hospital,
Brandenburg Medical School, 16816 Neuruppin, Germany. 4Department of
Hand Surgery, Upper Extremity and Foot Surgery, Center for Orthopedics
and Trauma Surgery, Hospital Waldfriede, Argentinische Allee 40, 14163
Berlin, Germany. 5Institute of Social Medicine, Epidemiology & Health
Economics, Charité—Universitätsmedizin Berlin, Berlin, Germany. 6Experimental and Clinical Research Center, a cooperation between
Charité—Universitätsmedizin Berlin and Max Delbruck Center for Molecular
Medicine, Berlin, Germany. 7Berlin Institute of Health, Berlin, Germany. 8Institute of Biometry and Clinical Epidemiology, Abbreviations EDSS: Expanded Disability Status Scale; FD: Fasting diet; ICH-
GCP: International Conference on Harmonization of Good Clinical Practice;
KD: Ketogenic diet; MRI: Magnetic resonance imaging; MS: Multiple sclerosis;
NAMS: Nutritional Approaches in Multiple Sclerosis; QoL: Quality of life;
RRMS: Relapsing–remitting multiple sclerosis; SD: Standard diet Received: 19 July 2019 Accepted: 22 November 2019 Received: 19 July 2019 Accepted: 22 November 2019 Received: 19 July 2019 Accepted: 22 November 2019 Trial status This article is based on the study protocol version 1.4 of
23 September 2019. The NAMS started on 24 May
2017. Recruitment will probably continue until March
2020. References
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k The authors thank Michael Scheel (Charité—Universitätsmedizin Berlin) for
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in a clinical trial protocol and related documents. Additional file 1. Approval of institutional review board of Charité -
Universitätsmedizin Berlin. Additional file 2. Model informed consent form. Additional file 3. SPIRIT 2013 Checklist: Recommended items to address
in a clinical trial protocol and related documents. Additional file 1. Approval of institutional review board of Charité -
Universitätsmedizin Berlin. Additional file 2. Model informed consent form. Additional file 3. SPIRIT 2013 Checklist: Recommended items to address
in a clinical trial protocol and related documents. Additional file 1. Approval of institutional review board of Charité -
Universitätsmedizin Berlin. Additional file 1. Approval of institutional review board of Charité -
Universitätsmedizin Berlin. Additional file 1. Approval of institutional review board of Charité -
Universitätsmedizin Berlin. Additional file 2. Model informed consent form. Additional file 2. Model informed consent form. Additional file 3. SPIRIT 2013 Checklist: Recommended items to address
in a clinical trial protocol and related documents. Ethics approval and consent to participate This study was approved by the institutional review board of
Charité—Universitätsmedizin Berlin and written informed consent was
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Dual contraception method utilization and associated factors among sexually active women on antiretroviral therapy in Gondar City, northwest, Ethiopia: a cross sectional study
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BMC women's health
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Open Access Dual contraception method utilization and
associated factors among sexually active
women on antiretroviral therapy in Gondar
City, northwest, Ethiopia: a cross sectional
study Fewuze Abay1, Hedija Yenus Yeshita1, Fantahun Ayenew Mekonnen2 and Mekonnen Sisay3* * Correspondence: mekudesu@gmail.com * Correspondence: mekudesu@gmail.com
3Department of Human Nutrition, Institute of Public Health, College of
Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
Full list of author information is available at the end of the article * Correspondence: mekudesu@gmail.com
3Department of Human Nutrition, Institute of Public Health, College of
Medicine and Health Sciences, University of Gondar, Gondar, Ethiopia
Full list of author information is available at the end of the article © The Author(s). 2020 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: Mother to child transmission is responsible for 90% of child infection with human immune deficiency
virus (HIV). Dual contraceptive use is one of the best actions to prevent mother’s human immune deficiency virus
transmission to her child and partner. This study aimed at assessing the prevalence and factors associated with dual
contraceptive use among sexually active women on antiretroviral therapy in Gondar City, northwest, Ethiopia. Methods: An institution based cross sectional study was conducted in Gondar City public health facilities from
December 1 to 31, 2018. Systematic random sampling technique was utilized to include 563 study participants. Data were collected by interview using a structured questionnaire. Descriptive analysis was made to compute
mean, median and proportion. Finally, multivariable logistic regression model was fitted to identify the factors
associated with dual contraceptive method utilization. Analysis was performed by using Statistical Package for
Social Sciences (SPSS) software version 20. Results: The overall prevalence of dual contraceptive method utilization among sexually active women on
antiretroviral therapy was 28.8% (95% CI: 24.9, 32.7). Women aged 35–49 years (Adjusted odds ratio (AOR): 6.99; 95%
CI: 3.11, 15.71)), who lived in urban areas (AOR: 4.81; 95% CI: 2.04, 11.31), attended secondary and above education
(AOR: 4.43; 95% CI: 1.92, 10.22), and disclosed HIV status to sexual partners (AOR: 9.84; 95% CI: 3.48, 27.81) were
more likely to use dual contraceptive method. Conclusion: In this study, the proportion of women who utilized dual contraceptive method was low. Age, place
of residence, educational status and disclosure of HIV status were factors associated with dual contraceptive use. Therefore, providing education about the advantages of disclosing HIV status to sexual partners and strengthening
of counseling about the advantages of dual contraceptive use will be helpful in enhancing the use of dual
contraceptive method among sexually active women on antiretroviral therapy. Keywords: Dual contraceptive utilization, Women on antiretroviral therapy, Gondar, Ethiopia Abay et al. BMC Women's Health (2020) 20:26
https://doi.org/10.1186/s12905-020-0890-3 Abay et al. BMC Women's Health (2020) 20:26
https://doi.org/10.1186/s12905-020-0890-3 Background A study done at the University of Gondar hospital, north-
west Ethiopia, a study conducted in selected public hospi-
tals of northern Ethiopia and another study done in
Gebretsadik Shawo hospital, southwest Ethiopia found out
that about 13.2, 15.7 and 19.8% of HIV positive women
who were attending antiretroviral therapy (ART) clinics
used dual contraceptive method, respectively [4, 29, 30]. Previous studies have reported that unmarried women
[31], women who disclosed their HIV status to their
partners, sero-discordant and no desire for more chil-
dren [32–34] were more likely to use dual contraceptive
method. In Sub Saharan Africa increasing the contraceptive
prevalence rate (CPR) has been estimated to reduce the
proportion of infants infected with HIV by 35–55%
through reduction in primary HIV infection and unin-
tended pregnancies in HIV infected women [12]. This
reduction rate can be possible through exercising con-
sistent use of male condom alone which can protect
both unwanted pregnancies and sexually transmitted in-
fections (STIs)/HIV at the same time [13]. However,
using it alone as a contraceptive method is not a guaran-
tee to be protected from unwanted pregnancy since in-
consistent and improper use is the common practice
[14]. For example, about 15% of a one-year cumulative
incidence of unintended pregnancy had occurred as a re-
sult of using it alone [15]. To add more, among those
who had routine use of condom alone, about 14 to 21%
of them got pregnant during the first year [14, 16]. Currently, in Ethiopia, HIV transmission is high and is
a public health problem. Many HIV positive women are
still encountering unintended pregnancy with a con-
comitant risk of mother to child transmission (MTCT)
of HIV, pregnancy related morbidity and mortality, and
transmission of HIV and new strain of HIV virus to their
sexual partners due to low dual contraceptive method
utilization. Ethiopian national health policy and strategy
encourage dual contraceptive method use as a key inter-
vention to reduce HIV transmission and unintended
pregnancy. In addition, Ministry of health of Ethiopia in
collaboration with partners also developed the post 2015
objective of prevention of mother to child transmission
(PMTCT) to consolidate & sustain the elimination of
MTCT and reduce the vertical transmission to less than
2% by 2020. Background unwanted pregnancies and STIs/HIV simultaneously
[18, 19]. According to 2015 Global statistics, 36.7 million people
were living with human immune deficiency virus (HIV)
worldwide [1], of whom, reproductive age group contrib-
uted 75% of the burden [2]. The problem is highest
among people residing in Sub Saharan Africa where,
60% of people reported to live with human immune defi-
ciency
virus/acquired
immune
deficiency
syndrome
(HIV/AIDS) and more than half of them were females
[3]. In Ethiopia, the total number of people living with
HIV was documented to be 769, 600 in 2014. Of these,
about 60% were females [4]. Dual contraceptive method use is the use of two differ-
ent types of contraceptive methods, a barrier contracep-
tive along with another family planning method which
can reduce transmission of STIs/HIV and prevent preg-
nancy respectively [20, 21]. Evidences show that 40 and
80% of unplanned pregnancies and abortions would be
prevented if half and all of them who were using one
type of contraceptive alone started using dual methods
[22]. An intervention based study had also demonstrated
that participants who adhered to dual method use had
lower rates of unintended pregnancy at 24 months [23]. HIV/AIDS continues to have disastrous medical, eco-
nomic, social, and physical impacts on individuals, fe-
males, nations and global community at large [5]. Globally, more than 2 million HIV positive women be-
come pregnant every year due to poor contraceptive
utilization and unsafe sex practices, out of which, 600,
000 die due to pregnancy related complications [6]. Un-
intended pregnancies accounted for 21.3% of new paedi-
atric HIV infections [7], 90% were from Sub Saharan
Africa [8]. Ethiopia is one of the countries severely af-
fected by the disease with over 100, 000 pregnancies
tested positive for HIV and over 12, 000 HIV positive
births annually [9]. Unintended pregnancies among HIV
infected women contribute to poor maternal and child
outcomes [10, 11]. Apart from its effectiveness, its utilization is low particu-
larly in developing countries including Ethiopia [24–28]. Several recent studies conducted in different parts of
Ethiopia have examined dual contraceptive method use
among HIV positive women and reported low utilization. © The Author(s). 2020 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. Abay et al. BMC Women's Health (2020) 20:26 Abay et al. BMC Women's Health (2020) 20:26 Page 2 of 9 Page 2 of 9 Sample size determination and sampling procedure The sample size was determined by using single popula-
tion proportion formula taking the assumptions of 32%
dual contraceptive proportion (P) (28), 95% confidence
interval (CI), 4% margin of error (d) and a 10% nonre-
sponse rate using Epi-Info software version 7 which
yielded 574 participants. Sexually active A client who engaged in sexual activity within 1 month
prior to the survey [40]. Background To ensure virtual elimination, one of the
main focuses is improving the use of dual contraceptive
method among HIV positive women by integrating fam-
ily planning services with PMTCT [35]. However, there
is no adequate evidence in Ethiopia, particularly in our
study area, Gondar City. Even though, HIV-positive women can use other hor-
monal and non-hormonal contraceptive methods rather
than male condom for preventing pregnancy, these
methods do not protect partners against the transmis-
sion of both STIs/HIV between them [15, 17]. Conse-
quently, it is true that there is no a single type of
contraceptive method which is effective at preventing
both unintended pregnancies and STIs/HIV at a time. Thus, dual-contraceptive method use is the most effect-
ive approach and strategy to effectively prevent both Therefore, the results of the current work would be
helpful by providing updated evidences regarding the
prevalence of dual contraceptive method utilization and Page 3 of 9 Abay et al. BMC Women's Health (2020) 20:26 Abay et al. BMC Women's Health (2020) 20:26 from the sampling frame until the total sample size was
achieved. its associated factors which hinder and/or enhance its
utilization among sexually active women on antiretro-
viral therapy (ART), in Gondar City, northwest Ethiopia
to public health practitioners and policy makers to cre-
ate programs and restructure the system to reach the
target audiences. its associated factors which hinder and/or enhance its
utilization among sexually active women on antiretro-
viral therapy (ART), in Gondar City, northwest Ethiopia
to public health practitioners and policy makers to cre-
ate programs and restructure the system to reach the
target audiences. Data collection procedures and quality control A structured questionnaire was used to collect the data
(Additional file 1). It was composed of socio demographic
and economic factors (age, marital status, residence, reli-
gion, woman’s educational level, partner’s educational
level, woman’s occupation, partner’s occupation and in-
come), sexual and reproductive factors (number of chil-
dren, woman’s desire to have children, partner’s desire to
have children and knowledge about contraceptive), and
factors related to HIV and STI (CD4 cell count, duration
of ART, viral load and history of STI, knowledge of part-
ner’s HIV status, HIV status disclosure to partner). The
questionnaire was originally prepared in English and
translated to Amharic and back to English to ensure
consistency. Five diploma and two-degree holder nurses
were recruited as data collectors and supervisors, respect-
ively. The data were collected after a one-day training was
given regarding interview techniques and ethical concerns. Chart review was done for medical records of participants,
including confirmation of highly active antiretroviral ther-
apy (HAART), duration of ART, STI history, CD4cell and
viral load counts. The questionnaire was pretested on 5%
of the total sample from similar participants outside of
Gondar City. Then, necessary modifications were done to
the questionnaire. The data collection process was closely
supervised by the supervisors and principal investigator
on a daily basis. Study population All randomly selected sexually active HIV positive
women of reproductive age (15–49), who had follow up
in the ART clinics of Gondar City health facilities were
included in this study. Women who were pregnant, had
hearing difficulties and/or with confirmed infecundity
were excluded. Study design and setting An institutional based cross sectional study was con-
ducted from December 1 to 31, 2018 in Gondar City
public health facilities with ART clinics. Gondar town is
located in the Amhara regional State, Ethiopia at a dis-
tance of 747 km from Addis Ababa, the capital of
Ethiopia. The City has a total population of 333, 103. About 2, 919 and 2, 152 reproductive age women were
enrolled in ART clinics of Gondar referral hospital and
Gondar City health centers, respectively [36, 37]. Measurement of variables and operational definitions
Dual contraceptive method use Utilization of any hormonal, intrauterine contraceptive
device or permanent modern contraceptive method
along with male or female condom for the last 1 month
prior to the study period [38]. The estimated sample size was allocated to each health
facility proportion to size of ART user women in the re-
spective health facility. During the data collection period,
there were a total of 1148 sexually active HIV positive
women, of whom, 655 were from Gondar referral hos-
pital and 295, 114, 47 and 37 were from Gondar, Azezo,
Maraki and Teda health centers, respectively. Accord-
ingly,
327
(655*574/1148),
148
(295*574/1148),
57
(114*574/1148), 23 (47*574/1148) and 19 (37*574/1148)
samples were proportionally taken from Gondar referral
hospital, Gondar, Azezo, Maraki and Teda health cen-
ters, respectively. A systematic random sampling tech-
nique was used to select participants from each health
facilities. Sampling interval (K) was determined by divid-
ing the total number of pregnant women who were visit-
ing the ART clinics by the estimated sample size; K =
1148/574 = 2. The first participant was identified by lot-
tery method from 1 and 2, and 2 was drawn as the first
participant. Then, every 2 participants were selected Knowledge of contraceptive Respondents, who have heard of at least one contracep-
tive method [4, 39]. Ethical considerations
h
l l Ethical clearance was obtained from the Institutional Re-
view Board of the University of Gondar. Permission let-
ter was obtained from Gondar City Administration
Health Office. Each health facility head was communi-
cated through formal letter obtained from Gondar City
Administration Health Office. Objectives of the study
were explained to study participants. Written informed
consent was obtained from participants, or parents/
guardians of participants for those whose ages were less
than 18 years old. The confidentiality of information was
guaranteed by using code numbers rather than personal
identifiers and by keeping the data protected by locking. Participants were told that they could decline at any
time if they feel uncomfortable, even after the interview
has started. Results Socio, demographic characteristics of respondents Socio, demographic characteristics of respondents
A total of 563 women on ART participated in this study
with a response rate of 98%. The remaining participants
provided incomplete responses and were rejected from
the analysis. The median age of the respondents was 31
(IQR; 26, 37) years. Half of the participants were found
in the age category of 25–34 years. Below one fifth, 97
(17.2%) and 184 (32.7%) of the participants were in the
age category of 35 and above and 15–24 years, respect-
ively. About half, 282 (50.1%) of them were also between
25 and 34 years. Regarding to their monthly income, 185
(32.9%), 207 (36.8%), 162 (28.8%), and 9 (1.6%) had >
2500, 1501–2500, 501–1500, and < =500 Ethiopian Birr,
respectively. Four hundred seventy-six (84.5%) women were urban
residents. The majority, 514 (91.3%) and 546 (97%), of
the participants belong to Orthodox Christian religion
and Amhara ethnic, respectively. Four hundred eighty-
six (86%) women were married (Table 1). Data processing and analysis Data were coded, cleaned, and entered in to Epi-Info
version 7, and then exported to SPSS software version
20 for analysis. Summary statistics of variables such as
percentage, median and Inter Quartile Range (IQR) were
calculated. Multivariable analysis was used to identify as-
sociated factors of dual contraceptive utilization. Effect
size was presented by odds ratio (OR) with 95% Abay et al. BMC Women's Health (2020) 20:26 Page 4 of 9 Table 1 Socio- demographic characteristics of sexually active
women on ART in public health facilities of Gondar City,
northwest, Ethiopia, 2018 (n = 563)
Variables
Frequency (n)
Percent (%)
Age
15–24
97
17.2
25–34
282
50.1
> =35
184
32.7
Residence
Urban
476
84.5
Rural
87
15.5
Religion
Orthodox
514
91.3
Muslim
49
8.7
Marital status
Married
486
86.3
Never married
51
9.1
Divorced
17
3.0
Separated
9
1.6
Ethnicity
Amhara
546
97.0
Tigray
10
1.8
Othera
7
1.2
Women’s education
No education
245
43.5
Primary education
183
32.5
Secondary education
94
16.7
Above secondary
41
7.3
Husband’s education
No education
226
40.1
Primary education
212
37.7
Secondary education
107
19.0
Above secondary
18
3.2
Woman’s occupation
Student
16
2.8
Merchant
100
17.8
Government employee
49
8.7
Housewife
184
32.7
Daily laborer
82
14.6
Private employee
102
18.1
Otherb
30
5.3
Husband’s occupation
Student
3
0.5
M
h
t
122
21 7 confidence interval and p-value. A predictor variable
with p-value less than 0.05 was considered as having a
statistically significant association with the dependent
variable. Furthermore, model fitness was checked by
Hosmer and Lemeshow goodness of fit-test (p = 0.35). Factors associated with dual contraceptive use Both bivariable and multivariable binary logistic regres-
sion models were used to conduct the crude and ad-
justed odds ratios with their 95% confidence intervals
(CI) and p-values. Accordingly, the result of bivariable
analysis showed that age, residence, and educational sta-
tus of the woman, occupation of partner, knowledge of
partner’s HIV status, HIV status of the partner and dis-
closure of HIV status to sexual partner were associated
with dual contraceptive utilization. However, in multi-
variable logistic regression analysis, age, residence, edu-
cational status of the woman, and disclosure of HIV
status to sexual partner were statistically significantly as-
sociated with dual contraceptive utilization. Dual contraceptive method utilization This study showed that 162 (28.8%) of the study partici-
pants (sexually active HIV positive women), used dual
contraceptive method in the past 1 month prior to the
survey. All, 563 (100%) of the study participants reported
using at least one modern contraceptive method. Of
them, 386 (68.6%) used condom and 200 (35.5%) used
dual contraceptive method. Twenty-five (4.4%) used
condom only. The most common methods used along
with condom were, injectable 112 (69%), pills 25 (15%),
implants 22 (14%) and Intra Uterine Contraceptive De-
vice (IUCD) 3 (2%). were urban residents were nearly 5 times more likely to
use dual contraceptive method compared to their rural
resident counterparts (AOR: 4.80; 95% CI: 2.04, 11.31). Likewise, higher odds of dual contraceptive method
utilization were observed among women who attended
secondary and above education than those who attended
lower education (AOR: 4.43; 95% CI: 1.92, 10.22). Again,
the odds of dual contraceptive method utilization were
nearly 10 times higher among those who disclosed their
HIV status to their sexual partners (AOR: 9.84; 95% CI:
3.48, 27.81) (Table 3). Clinical and HIV related factors Clinical and HIV related factors Concerning their sexual partners’ HIV status, more than
two third, 403 (71.6%) of them reported to aware their
partners’ HIV status. The majority, 393 (69.8%) of
women disclosed their HIV status to their sexual part-
ners. Of all participants, only 34 (6%) of them had his-
tory or symptom of other STIs in the past 1 year, 30
(88.2%) of whom received treatment (Table 2). Sexual and reproductive characteristics Regarding
women’s
knowledge
about
contraceptive
method, all, 563 (100%) of study participants knew at
least one method of contraception. The majority, 465
(82.6%)
of
study
participants
and
359
(63.8%)
of
women’s sexual partners had no desire to have more
children in the future. Abay et al. BMC Women's Health (2020) 20:26 Page 5 of 9 Table 2 Clinical and HIV related characteristics of sexually active
women on ART in public health facilities of Gondar City,
northwest Ethiopia, 2018
Variables
Frequency (n)
Percent (%)
STI history
No
529
94.0
Yes
34
6.0
Know HIV status of partner
No
160
28.4
Yes
403
71.6
Partner’s HIV status
Negative
164
40.7
Positive
239
59.3
Disclosed HIV status
No
170
30.2
Yes
393
69.8
Duration on ART (Years)
0, 1
44
7.8
2, 3
134
23.8
4, 5
75
13.3
6, 7
142
25.2
8, 9
111
19.7
> =10
57
10.1
Current CD4 cell count
< 250
97
17.2
250, 349
109
19.4
> =350
357
63.4
Current viral load
Not high viral load
526
93.4
High viral load
37
6.6 Table 1 Socio- demographic characteristics of sexually active
women on ART in public health facilities of Gondar City,
northwest, Ethiopia, 2018 (n = 563) (Continued)
Variables
Frequency (n)
Percent (%)
Private employee
185
32.9
Otherc
31
5.5
Income
< =500
9
1.6
501, 1500
162
28.8
1501, 2500
207
36.8
> 2500
185
32.9
Note: Other aOromo, bFarmer, No occupation, cWaitress, Farmer Discussion This study was conducted to assess the proportion of
dual contraceptive utilization and its associated factors
among sexually active women on ART in Gondar City
health facilities, northwest Ethiopia. The study revealed
that, 28.8% (95% CI: 24.9–32.7) of sexually active women Consequently, women in the age group of 35–49 years
were 7 times more likely to use dual contraceptive
method than those in the age group of 15 to 24 years
(AOR: 6.99; 95% CI: 3.11, 15.71). Similarly, women who Abay et al. Discussion BMC Women's Health (2020) 20:26 Page 6 of 9 Table 3 Factors associated with dual contraceptive use among sexually active women on ART in public health facilities of Gondar
City, northwest Ethiopia, 2018
Variable
Dual contraceptive use (n = 563)
Crude OR
(95% CI)
Adjusted OR
(95% CI)
P-value
Yes (%)
No (%)
Age (years)
15, 24
11 (11.3)
86 (88.7)
1
1
25, 34
65 (23)
217 (77)
2.34 (1.18, 4.65)*
2.11 (0.97, 4.55)
0.058
35, 49
86 (46.7)
98 (53.3)
6.86 (3.44, 13.71)*
6.99 (3.11, 15.71)**
< 0.001
Residence
Urban
154 (32.4)
322 (67.6)
4.72 (2.23, 10.02)*
4.8 (2.04, 11.31)**
< 0.001
Rural
8 (9.2)
79 (90.8)
1
1
Educational status of woman
No formal education
51 (20.8)
194 (79.2)
1
1
Primary education
44 (24)
139 (76)
1.2 (0.76, 1.91)
1.03 (0.54, 1.98)
0.921
Secondary and above
46 (48.9)
48 (51.1)
3.65 (2.19, 6.06)*
4.43 (1.92, 10.22)**
< 0.001
Partner’s occupation
Student
1 (33.3)
2 (66.7)
0.53 (0.04, 6.51)
2.5 (0.14, 46.11)
0.537
Merchant
31 (25.4)
91 (74.6)
0.36 (0.16, 0.82)*
0.72 (0.26, 1.98)
0.53
Government employee
21 (26.9)
57 (73.1)
0.39 (0.17, 0.93)*
0.59 (0.20, 1.73)
0.337
Daily labor
41 (28.5)
103 (71.5)
0.43 (0.19, 0.94)*
1.05 (0.37, 2.88)
0.918
Private employee
53 (28.6)
132 (71.4)
0.43 (0.21, 0.93)*
0.63 (0.24, 1.65)
0.348
Other*
15 (48.4)
16 (51.6)
1
1
Aware of partner’s HIV status
No
7 (4.4)
153 (95.6)
1
1
Yes
155 (38.5)
248 (61.5)
13.66 (6.24, 29.91)*
2.69 (1.01, 7.31)
0.051
Disclosure of HIV status
No
6 (3.5)
164 (96.5)
1
1
Yes
156 (39.7)
237 (60.3)
17.99 (7.77, 41.65)*
9.84 (3.48, 27.81)**
< 0.001
Note: *Crude OR, Significant at P value < 0.05, **Adjusted OR, Significant at P value < 0.05 Table 3 Factors associated with dual contraceptive use among sexually active women on ART in public health facilities of Gondar
City, northwest Ethiopia, 2018 The proportion of women using dual method is lower
in the present study compared to the findings of studies
done in Tigray (59.9%), Ethiopia, Kenya (38.5%), and
Nigeria (45%) [32, 44, 45].. The discrepancy between
study
reports
could
probably
be
due
to
socio-
demographic and cultural differences of the study popu-
lations, presence of quality, integrated sexual and repro-
ductive health and ART services in Kenya and Nigeria. on ART used dual contraceptive method in the last
month prior to the study. Discussion The factors identified to be
significantly associated with dual contraceptive use were
women’s age, residence, educational status and disclos-
ure of HIV status to sexual partner. The proportion of dual contraceptive use in this study
is consistent with the results of studies done in Fitche
(32%) and Addis Ababa (31%), Ethiopia, and in Nigeria
(27.2%), and India (30%) [10, 34, 41, 42]. But, the per-
centage of women using dual method is higher in our
study compared to the findings of studies conducted in
Tigray region (14%), Mekelle public hospitals (15.7%),
and Gimbie town (17%), Ethiopia and in Zambia (17.7%)
[4, 39, 40, 43]. The observed variation between the stud-
ies might be due to the differences in socio demographic
characteristics of participants included. Again, the incon-
sistency noted with studies from other countries may be
attributable to socio demographic and cultural charac-
teristics of study participants, study period and settings. According to our study results, older age women (35 to
49 years) were more likely to use dual contraceptive
method than younger age women (15 to 24 years). The
possible reason could be older age women might have bet-
ter understanding the advantage of using dual contracep-
tives, in turn, making them use the method. In addition,
there is an established evidence that as age advances the
desire for more children in the future decreases. This find-
ing suggested that providing due attention for younger age
women is crucial to improve the utilization of dual contra-
ceptive method among HIV positive women. This finding Page 7 of 9 Abay et al. BMC Women's Health (2020) 20:26 Page 7 of 9 is in line with studies reported from southern part of
Ethiopia, Uganda and Brazil [30, 33, 46]. status to sexual partner in particular and the advantage
of using dual contraceptive in general is suggested for
the prevention of the transmission of HIV to the child
and sexual partner. Furthermore, encouraging and pro-
viding more attention for younger age, illiterate and
rural women by health care providers and other con-
cerned bodies is recommended. Place of residence was one of the key determinants of
dual contraceptive method utilization. Conclusion The proportion of sexually active HIV positive women
who were using dual contraceptive method was low. Women’s age, educational status, place of residence, and
disclosure of HIV status to sexual partners were found
to be significantly associated with dual contraceptive
method utilization. Strengthening education of women
on ART about the importance of disclosing own HIV Acknowledgements We are very thankful for women for their willingness and time to participate
in the study. We also would like to appreciate Gondar City Administration
health office, health facility heads and health care providers for their support
during data collection. Supplementary information Supplementary information
Supplementary information accompanies this paper at https://doi.org/10. 1186/s12905-020-0890-3. Supplementary information
Supplementary information accompanies this paper at https://doi.org/10. 1186/s12905-020-0890-3. Additional file 1. Questionnaire (English Version Questionnaire). Additional file 1. Questionnaire (English Version Questionnaire). This study also showed that disclosing own HIV status
to sexual partner has been found to significantly increase
utilization of dual contraceptive method. This may be due
to the fact that women have common understanding
about the importance of using dual contraceptive method
and easily reach at consensus to use it. Moreover, disclos-
ing HIV status fosters more open discussion with their
sexual partners with regard to safe sexual practice and
limiting number of children. As the study showed, disclos-
ing their HIV status to their respective sexual partners is
crucial to increase the coverage of dual contraceptive
method among HIV positive women. This finding is sup-
ported by studies conducted in Mekelle and Addis Ababa,
Ethiopia, Ghana, and Kenya [32, 40, 47, 48]. Abbreviations AIDS: Acquired immune deficiency syndrome; AOR: Adjusted Odds Ratio;
ART: Antiretroviral therapy; CI: Confidence Interval; COR: Crude Odds Ratio;
CPR: Contraceptive Prevalence Rate; HAART: Highly active antiretroviral
therapy; HIV: Human immune deficiency virus; IQR: Inter Quartile Range;
IUCD: Intra uterine contraceptive device; MTCT: Mother to child transmission;
PMTCT: Prevention of mother to child transmission; SPSS: Statistical Package
for Social Sciences; STI: Sexually transmitted infection Authors’ contributions FA and KYY conceived the study, developed the tool, coordinated data
collection, and carried out the statistical analysis and drafted the manuscript. FA, KYY, FAM and MS conceived the study, participated in the statistical
analysis, and drafted the manuscript. FA, MS and FAM conceived the study
and review the drafted manuscript. All authors read and approved the final
manuscript. Funding
Th
h The authors received no specific funding for this work. Discussion This can be ex-
plained by the fact that urban residents are more exposed
for better health information and technologies which
might enable them to have a better decision power and
free discussion with their sexual partners about utilization
of family planning services than their rural counterparts. Furthermore, women living in urban areas are believed to
have better physical access to contraceptives. Such explan-
ation suggested the importance of enhancing counselling
services focussing on rural women to increase the uptake
of dual contraceptive method utilization. This evidence is
supported by a study done in southern part of Ethiopia
[30] which revealed that HIV positive urban women were
more likely to use dual contraceptive method than rural
women. Limitations of the study
Th
d
d This study tried to generate evidences on dual contra-
ceptive utilization among HIV positive women. How-
ever, it cannot be free from some limitations. Due to the
cross-sectional nature of the study design, temporal rela-
tionship could not be assessed. Since the issue is a sensi-
tive one, this result may be prone to social desirability
bias. In addition, variables such as social support aware-
ness towards pregnancy and STDs, financial support,
availability of services/supplies and involvement of asso-
ciation of people living with HIV/AIDS that might have
been associated with dual contraceptive use were not in-
cluded. Furthermore, the current study was health facil-
ity
based,
the
result
of
this
study
may
not
be
generalizable to those HIV positive mothers who were
attending health institutions outside the study area and
those who were in the community. Higher
proportion
of
dual
contraceptive
method
utilization was observed among women who attended
secondary and above education. This can be explained
as women with high level of education might appreciate
the advantages of dual contraceptive use, have higher
levels of HIV/AIDS knowledge, able to discuss freely
with their sexual partners and are less likely to have
stigma towards HIV/AIDS, which, in turn, assists them
to easily change their risky sexual behaviour. This result
implied that the paramount contribution of women’s
education
to
improve
dual
contraceptive
method
utilization. Similar results were reported from Brazil and
Uganda [33, 46]. Availability of data and materials Availability of data and materials
Data will be available upon request from the corresponding author. Data will be available upon request from the corresponding author. Page 8 of 9 Page 8 of 9 Page 8 of 9 Abay et al. BMC Women's Health (2020) 20:26 Abay et al. BMC Women's Health Received: 21 September 2019 Accepted: 24 January 2020 Received: 21 September 2019 Accepted: 24 January 2020 25. Beyeza-Kashesya J, Ekstrom AM, Kaharuza F, Mirembe F, Neema S. My
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E hi
i
3D
f H
N
i i
I
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f P bli H
l h C ll 1Department of Reproductive Health, Institute of Public Health, College of
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Moderate/high resistance exercise is better to reduce blood glucose and blood pressure in middle-aged diabetic subjects
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Revista Brasileira de Educação Física e Esporte
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cc-by
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Moderate/high resistance exercise is better to reduce blood
glucose and blood pressure in middle-aged diabetic subjects Ricardo Augusto Leoni de SOUSA*
Karinn Faro HAGENBECK**
Gisela ARSA***
Emerson PARDONO* http://dx.doi.org/10.11606/1807-5509202000010165 http://dx.doi.org/10.11606/1807-5509202000010165 Abstract Type 2 diabetes (T2D) main feature is insulin resistance. Hypertension is a comorbidity linked to T2D. Resistance exercise (RE) is an important non-pharmacological tool to contribute to managing blood
glucose and blood pressure (BP), but there is not a common sense about acute effects. The aim of this
study was to evaluate the acute physiological effects after two different RE sessions using different
intensities at middle-aged hypertensive T2D subjects. There were 40 middle-aged men (20 nondiabetics;
20 diabetics), who underwent an exercise protocol with the same volume at 60% or 75% of the one
maximum repetition test (1RM), consisting in: bench press, triceps pulley, rowing machine, barbell
curl, lateral raise with dumbbells and barbell squat. Physiological changes were evaluated through BP,
glycemia, creatine kinase, lactate dehydrogenase, C reactive protein (C-RP), testosterone and cortisol. For non-diabetics, both intensities promoted blood glucose uptake (8.2% to 11.1%, p<0.05), and only
the 75%1RM session induced blood glucose uptake in 5.7% in the diabetics. Post-exercise hypotension
was significant after RE at 75%1RM for systolic BP (SBP) and after both intensities for diastolic BP (DBP)
in non-diabetics, while the SBP and DPB reduced after both intensities for diabetics. RE at 75%1RM
resulted in better blood glucose uptake, and both intensities reduced the BP in diabetic subjects. After
75%1RM there was a higher indirect muscle damage result. The alterations in hormones, C-RP, and
indirect muscle damage markers indicated an adequate acute anabolic recovery with no significant
inflammation in both intensities. Acute RE at 60%1RM or 75%1RM can used as an extra tool to manage
both pathologic conditions. Keywords: Type 2 Diabetes Mellitus; Hypertension; Resistance Exercise; Health. *Departamneto de
Educação Física, Uni
versidade Federal de
Sergipe, São Cristó
vão, SE, Brazil.
**Colégio de Medicina
da Bahia, Salvador,
BA, Brazil.
***Federal University of
Mato Grosso, Cuiabá,
MT, Brazil. Introduction There are different types of diabetes, but
type 2 diabetes mellitus (T2D) is the most
common, affecting 95% of subjects with diabetes
worldwide1. T2D main characteristic is insulin
resistance and presents two clinical outcomes:
hyperglycemia and hyperinsulinemia2. Diabetes
can lead to different types of comorbidities such
as hypertension. At least 70% of individuals
with T2D have uncontrolled hypertension or
have been treated for elevated blood pressure
(BP)3. The maintenance of BP within the normal
level is important in order to not only promote
greater and better control of hypertension but also of the blood glucose levels and physical
exercise is an essential tool to make it happen4. The absence or low practice of physical exercise,
as well as a sedentary lifestyle, can contribute to
the development of T2D and hypertension2,5. Physical exercise can induce post-exercise
hypotension (PEH) and reduce glycemic level,
especially during the first 24h6,7. Thus, aerobic
exercise is usually recommended in T2D and
hypertension, but resistance exercise (RE)
can also induce physiological benefits6. RE
movements are interspaced, and the muscle
contraction is executed by a particular muscle Rev Bras Educ Fís Esporte, (São Paulo) 2020 Jan-Mar; 34(1):165-175 • 165 Sousa RAL, et al. Sousa RAL, et al. or a muscle group which is opposed to a force,
and sometimes, is against to the movement6,8. Low T:C ratio may indicate the beginning of the
development of insulin resistance, obesity, and
cardiovascular dysfunction10. Physiological alterations are observed in RE
such as muscle damage and hormonal changes
immediately after RE. Creatine kinase (CK) and
lactate dehydrogenase (LDH) increase are well-
known indirect muscle damage markers and are
important tools to define the effectiveness of
the physical training. The high concentration
differences in pre and post-workout for CK
and LDH are the basis of muscle damage and
C reactive protein (C-RP) can be used as a
complementary marker to determine if the
damage is harmless or not9. It has been shown12 that the blood glucose
control obtained with the use of chronic high-
intense RE is more effective in controlling glycemia
levels than the moderate and light RE. However,
moderate exercise intensity, in a chronic model,
is more indicated for safety reasons13 to groups
with a history of diabetes and hypertension, as
recommended by American College of Sports
Medicine and American Heart Association14. Introduction The moderate RE is performed at any intensity
between 60% and 80% of the maximum
weight workload carried out by an individual15,
however, it is not clear in which percentage of
the maximum intensity, lower or higher, the
moderate RE would provide a better acute
physiological response when performed by
hypertensive T2D individuals. The confirmation
of changes in physiological results after different
moderate intensities of RE to this population
can lead to advances in the prescription and
evaluation of physical exercise training. Hormonal changes are also part of the
physiological changes during and immediately
after RE sessions. Testosterone levels are usually
reduced in T2D. Changes in testosterone levels
can influence insulin sensitivity, amplifying or not
the glucose uptake and its transport to different
tissues10. Alterations in the levels of cortisol
can induce modifications in the recruitment
of different types of muscular fibers during
RE and may contribute to loss of muscle mass
(sarcopenia), and to the reduction of muscular
strength (dynapenia)11. Positive change in the
testosterone and cortisol ratio (T:C) indicates a
good physiological recovery and represents the
relation between anabolic and catabolic systems. The aim of this study was to evaluate the acute
effects of two different moderate RE intensities
on the glycemia, blood pressure and markers
of stress and muscle damage at middle-aged
hypertensive type 2 diabetic subjects. Method individuals each, separated according to the
percentage of the maximum intensity session. The groups performed the RE protocols at 60%
(ND60 and D60) or at 75% (ND75, and D75)
of the 1 repetition maximum test (1RM). The
main features of the groups are shown in TABLE
1. These intensities are moderate and they were
chosen due safety reasons, being 60% of 1RM
closer to lowest moderate exercise zone, and 75%
of 1RM is still moderate zone, closer to 80% of
1RM, considered the threshold zone between
moderate and intense zone16. The National Committee for Ethics in
Research and the Ethics Committee of the
Federal University of Sergipe approved this study
under protocol 387.704. All participants signed
a consent form authorizing the participation
and the use of the data collected in this study,
according to Resolution 466/12 of the National
Health Council of Brazil and followed the
Declaration of Helsinki. Subjects The sample was composed of 40 male
volunteers. There were initially two groups:
nondiabetics (ND; control group) and
hypertensive diabetics (D), who were later
subdivided into 4 groups, consisting of 10 The including criteria adopted to participate
in the exercise protocol was: to be a male
between 40 and 60 years old, and could not be
doing regular physical activity during the last six
months was a must. It was not considered regular 166 • Rev Bras Educ Fís Esporte, (São Paulo) 2020 Jan-Mar; 34(1):165-175 High intensity exercise is better for diabetics Five minutes after the warm-up the test protocol
was initiated. physical activity if the exercise or sport was
performed less than 3 times a week in a shorter
period than 30 minutes13. Diabetic hypertensive
volunteers included in the study had the disease
diagnosed clinically by a physician for at least one
year and the glucose levels and blood pressure
controlled by diet and/or medication. It would
be excluded from the study anyone who was
making use of exogenous insulin, or if they had
chronic complications such as cardiovascular
disease (excluding hypertension), diabetic foot,
retinopathy, neuropathy, and nephropathy6. The experimental protocol was performed
72 hours after the 1RM test for each group. All subjects performed the RE session just once
and the four groups executed the same exercise
sequence, with intensities at 75% or 60% of
1RM. All sessions were performed consisting
of 3 sets of 10 repetitions each. The resting
time between sets was 1 minute13 and the rate
of contraction of the exercise was 2s for the
concentric phase and 2s for the eccentric18. Exercises used for all groups were an attempt
to portray a traditional session for beginners at
gyms, consisting of 6 exercises and working out
the main muscular groups. The exercises chosen
to be performed were: bench press, triceps pulley,
rowing machine, barbell curl, lateral raise with
dumbbells and barbell squat, and always in the
same order for all participants. It is important
to highlight that the 1RM was performed in
each of these six exercises. The total volume was
calculated to each intensity of RE from the sum
the results of the multiplication of the load of
each exercise by repetitions and series. An individualized breakfast was suggested to
all participants of the experimental protocol. Subjects This procedure was adopted because a rich
breakfast in fats or carbohydrates may influence
the blood glucose level at pre- and post-exercise
protocol. Water was freely consumed before
and after the procedure. All procedures were
conducted by the same professional at all times. Exercise Sessions One week prior to the 1RM, there was a
habituation session where the participants had
contact with the exercises they would perform
and execute them without weights. The 1RM test
was performed to establish the weight load of
two moderate RE intensities used during exercise
sessions. 1RM consisted of one single repetition
using the maximum of the weight load that can
lifted during the execution of a specific exercise. It was performed with alternation between the
concentric and eccentric phases taking 2s for each
phase17. After the first trial, participants had a
passive interval of 180s. When the execution of
the movement was successful, 10% of the work
load used was added, and in case of failure, 10%
was removed by the weight used. A maximum of
3 attempts, increasing or decreasing the load, was
established to determine the maximal strength. Results TABLE 1 shown the rest values for different
variables in the present study, divided between
nondiabetic (ND) and diabetic (D) groups in
each RE intensity. Only heart rate, testosterone,
cortisol, CK and LDH levels did not differ
between groups. All three sets were completed
for all volunteers in all attempts.h 60% and 75% 1RM for nondiabetic groups
(8.2% and 11.1%, respectively), however only
RE at 75% 1RM resulted in significant reduction
of 5.7% on glycemia level in the diabetic group
(FIGURE 1A). After exercise protocols, significant reductions
(p≤0.05) were observed for SBP to ND75, D60,
and D75 (FIGURE 1B), and for DBP to ND
and D groups (FIGURE 1C). The RE at 75%
1RM revealed a better reduction for SBP and
DBP for ND and D groups, especially for ND
group (p<0.05). The total volume of the exercise sessions was not
differ between groups and RE intensities (ND60:
20952 ± 6603; ND75: 22680 ± 7500; D60: 21168
± 6891; D75: 22896 ± 5778, p> 0.05). Glycemia was reduced (p<0.05) after RE at BMI: Body Mass
Index; BP: Blood
pressure; C-RP: C
reactive protein (Po
sitive results if the
levels had caused
severe inflammation
or Negative if C-RP
level was under the
inflammation stan
dards); CK: Creatine
kinase; LDH: Lac
tate dehydrogena
se. Different letters
indicate differences
(p≤ 0.05) between
groups. TABLE 1 - Rest values of all variables are presented and compared between the presence or not of type 2
diabetes mellitus (n=40). Statistical Analyses Mean and standard deviation (SD) were
used for statistical analysis. Normality of the
data was evaluated through Shapiro-Wilk test. Analysis of variance (ANOVA) for repeated
measures between the four groups and two
moments (with a syntax of 4x2) with multiple’s
pairs comparisons of Bonferroni was applied
for glycemia, BP, testosterone, cortisol, CK,
and LDH. The significance level was set at 5%
(p<0.05), and all analysis were carried out using
the SPSS 15.0 version. Disposable syringes and materials were used in
all samples collected by the same professional at
all times. One Huma Star 300 spectrophotometer, Pre- and post-exercise procedures The method used to
dosage of the C-RP was the high sensitivity
turbidimetry21. C-RP analysis was performed
in an automatic spectrophotometer and when
“positive”, it was considered as an inflammatory
zone. Testosterone and cortisol analyses were
performed through chemiluminescence method. Blood samples were centrifuged for 10 min
at 3000 rpm and an automatic biochemical
analyzer was used. Bio Advance Kits were used
during the dosages. The T: C ratio was obtained
by dividing the testosterone concentrations by
cortisol concentrations. Pre- and post-exercise procedures Blood pressure and heart rate were measured
before and 1h after the exercise session by an
oscillometric tensiometer (branch Omron,
automatic arm equipment, Hem 7200 model). The
BP was measured on the left arm of the participants
that were keeping in a seated position. Blood capillary samples from fingers were
collected and placed in tapes to evaluate glycemia
(Acku-Check Advantage), as well as blood
samples, were collected by antecubital vein for
4 ml per tube from each subject. Blood samples
collections occurred between 7:00 and 9:00 am,
before experimental protocols and 10 minutes
after exercise sessions to analyze glycemia, as well
as, CK, LDH, C-RP, testosterone, and cortisol. Blood capillary samples from fingers were
collected and placed in tapes to evaluate glycemia
(Acku-Check Advantage), as well as blood
samples, were collected by antecubital vein for
4 ml per tube from each subject. Blood samples
collections occurred between 7:00 and 9:00 am,
before experimental protocols and 10 minutes
after exercise sessions to analyze glycemia, as well
as, CK, LDH, C-RP, testosterone, and cortisol. When the systolic and/or diastolic blood
pressure and/or glycemia presented values ≥ 180
mmHg and/or 105 mmHg19 and/or ≤100mg/
dL or ≥300mg/dL20, the experimental session
was rescheduled, and the volunteer was aimed
at finding a basic health unit. These situations
did not occur. Each group performed a single session of
the exercise protocol. After the resting period,
stretches were performed for 5 minutes to the
upper limb. Right after the stretching period,
the subjects performed a warm-up for the main
muscle groups of their body (chest, back, and
legs) using two series with the minimum weight
on the machines and barbells, executing 20
repetitions of specific exercises for these muscle
groups (described in the experimental protocol
below). The interval between sets was 45 seconds. When the systolic and/or diastolic blood
pressure and/or glycemia presented values ≥ 180
mmHg and/or 105 mmHg19 and/or ≤100mg/
dL or ≥300mg/dL20, the experimental session
was rescheduled, and the volunteer was aimed
at finding a basic health unit. These situations
did not occur. CK and LDH were measured in the plasma,
through the kinetic colorimetric method at Rev Bras Educ Fís Esporte, (São Paulo) 2020 Jan-Mar; 34(1):165-175 • 167 Sousa RAL, et al. Sousa RAL, et al. Human brand, was used for biochemical analyses. A
centrifugal of the CELM brand model was also used. multiple time points9. 168 • Rev Bras Educ Fís Esporte, (São Paulo) 2020 Jan-Mar; 34(1):165-175 Results RE - 60% 1RM
RE - 75% 1RM
Non Diabetic (n=10)
Diabetic (n=10)
Non Diabetic (n=10)
Diabetic (n=10)
Age (years)
49 ± 8.5
54.1 ± 6.9
45 ± 3.4
54.1 ± 10.5
BMI (kg/m2)
27.1 ± 2.8a
32.6 ± 3.2b
27.6 ± 2.9a,c
32.3 ± 4.1b,d
Glycemia (mg/dL)
104.1 ± 11.6a
127.4 ± 14.6b
102.9 ± 10.9a,c
135.6 ± 11.7b,d
Heart Rate (bpm)
73.2 ± 11
77.0 ± 8.5
77.6 ± 11
77.0 ± 5.9
Systolic BP (mmHg)
118.2 ± 8.9a
141.1 ± 8.2b
122.3 ± 8.3a,c
147.9 ± 15b,d
Diastolic BP (mmHg)
79.1 ± 3.8a
82.3 ± 2.7b
78.6 ± 5.1a,c
82.6 ± 2.4b,d
Testosterone (ng/dL)
308.6 ± 122.8
299.3 ± 75.1
366.2 ± 64.5
317.2 ± 52.2
Cortisol (ug/dL)
19.7 ± 3.8
16.4 ± 2.9
22.1 ± 4.9
17.3 ± 1.5
C-RP*
Negative
Negative
Negative
Negative
CK (U/mL)
99.1 ± 40.8
95.2 ± 22.2
104.1 ± 21.7
98 ± 27.2
LDH (U/L)
238.8 ± 36.2
280.9 ± 65.1
221.9 ± 23.7
294.9 ± 41.6 values of all variables are presented and compared between the presence or not of type 2
etes mellitus (n=40). 168 • Rev Bras Educ Fís Esporte, (São Paulo) 2020 Jan-Mar; 34(1):165-175 High intensity exercise is better for diabetics FIGURE 1 -Glycemia (A), systolic (B) and diastolic blood pressure (C) for all groups pre- and post-resistance
exercise sessions. a p<0.05 in rela
tion to each other;
b p<0.05 in relation
to Pre from both
D groups; c p<0.05
in relation to Post
from both D groups;
d p<0.05 in relation
to Post from other
groups. FIGURE 1 -Glycemia (A), systolic (B) and diastolic blood pressure (C) for all groups pre- and post-resistance
exercise sessions. than pre-RE for both groups and intensities, except
for ND60. In relation to hormonal variables, there was
significant elevation (p<0.05) of the testosterone
for ND75, but not for ND60, however, both RE
sessions resulted in increasing of the testosterone
(p<0.05) for D groups (FIGURE 2A). There was a
reduction (p<0.05) of the cortisol, but not to D60
(FIGURE 2B). The ratio T:C post-RE was higher CK and LDH presented significant changes
in different moments and groups but is relevant
to highlight the significant increase (p<0.05) for
those variables after RE at 75%1RM, (FIGURES
3A and B). FIGURE 2 -Testosterone (A), cortisol (B) concentrations and ratio T:C (C) for all groups pre- and post-resistance
exercise sessions. Discussion The main finding in this study was the fact of
highest moderate intensity (75%1RM) showed
a better glucose uptake from the diabetic group. In addition, independently of RE intensity, the
moderate exercises sessions were capable to reduce
BP of diabetic groups with a notable tendency to
a better reduction in the higher RE intensity. The
hormonal response after exercises was suitable
for a good exercise recovery, mainly for exercise
performed at 75%1RM, which resulted in an
elevated indirect marker of muscle damage. a single exercise session, is one of the most non-
pharmacological treatments used to prevent and/
or reduce the advancement of hypertension and
T2D27,28. In this sense, one useful method that can
be used to achieve the benefits for diabetic subjects
is the RE since it promotes cardio-metabolic and
neuromuscular adaptations29. In this context,
stimulation and a very good prescription of the
physical exercise are necessary to this population. The knowledge about the best moderate RE
intensity that should be prescribed to improve
physiological benefits can help to control blood
glucose and BP levels. In the present study, the diabetics presented
higher BMI, glycemia, SBP, and DPB than
nondiabetic groups. Normally, diabetic individuals
present many physiological dysfunctions such
as cardiovascular disease and hypertension,
what increase morbidity and mortality22. T2D
is associated with the gain of fat mass and can
generate obesity, particularly central obesity. This
may lead to an increased release of free fatty acids
due to its high sensitivity through the action of
catecholamines, which can produce a greater
vasoconstriction and fluid retention, leading to
hypertension23,24. Moreover, it is known that obese
individuals usually have more difficulty to move
around, join mobility reduction, and/or difficult to
execute simple tasks of daily life such as climbing
stairs25. The lack of regular physical activity in these
pathological groups during their lives26 could have
contributed to a worse quality of strength, higher
BMI (obese) and BP levels observed in the present
study (TABLE 1). Resistance exercise at 75% 1RM performed
by D group resulted in a significant reduction of
its glycemic level. This result was in agreement
with previous findings where exercise with higher
intensity was better to control blood glucose
level30,31, even existing another study showing
that regardless of intensity (low or moderate),
an acute blood glucose uptake will be observed
after a resistance circuit exercise32. Results a p<0.05 in rela
tion to each other;
b p<0.05 in relation
to Post from ND75
and D75; c p<0.05
in relation to Pre
from both D groups;
d p<0.05 in relation
to Pre from both
ND groups; e p<0.05
in relation to Post
from D75. FIGURE 2 -Testosterone (A), cortisol (B) concentrations and ratio T:C (C) for all groups pre- and post-resistance
exercise sessions. Rev Bras Educ Fís Esporte, (São Paulo) 2020 Jan-Mar; 34(1):165-175 • 169 Rev Bras Educ Fís Esporte, (São Paulo) 2020 Jan-Mar; 34(1):165-175 • 169 Sousa RAL, et al. Sousa RAL, et al. FIGURE 3 -Creatine kinase (A) and lactate dehydrogenase (B) for all groups pre- and post-resistance exercise
sessions. a p<0.05 in relation
to each other; b
p<0.05 in relation
to Post from ND75
and D75; c p<0.05
in relation to Pre
from both D groups;
d p<0.05 in relation
to Pre from both
ND groups; e p<0.05
in relation to Post
from D75. FIGURE 3 -Creatine kinase (A) and lactate dehydrogenase (B) for all groups pre- and post-resistance exercise
sessions. 170 • Rev Bras Educ Fís Esporte, (São Paulo) 2020 Jan-Mar; 34(1):165-175 Discussion The exercise
sessions applied in the present study resulted in
acute BP benefits for all groups (FIGURE 2)
and PEH has been observed in normotensive,
hypertensive37,38, and diabetic individuals being well
described in the literature35,36,39. In relation to hormonal kinetics, Kim et al.46
demonstrated that healthy individuals who
performed a high-intensity RE presented elevated
testosterone levels as observed in our present
study, even in different intensities (FIGURE 3A). However, it is also described that testosterone can
be reduced in RE10. Our results revealed an increase
of the testosterone plasma level in D groups after
both moderate intensities. Higher testosterone
levels in response to RE is associated with a
necessary adaptation of the organism, especially at
an increased intensity47.i Acute resistance circuit exercise is better than
aerobic exercise to control BP during the 24h after
exercise in diabetic subjects6, an acute circuit of RE
is better than aerobic exercise to control BP during
the 24h after exercise in diabetic subjects. Asano et al.22 in a review study suggest as the
exercise intensity increases it is possible to observe
a higher PEH. Basically, the studies reviewed by
these authors were conducted utilizing exercises at
light and/or moderate intensities. A greater PEH
for the highest intensities when analyzed light and
moderate intensities, independently if the exercise
was aerobic or resistance31,39,40. Part of these results
can explained by the nitric oxide levels since a high-
intensity exercise protocol is capable to induce nitric
oxide release in hypertensive older women41. Cortisol levels were significantly reduced in ND
groups and in D group who performed RE at 75%
1RM (FIGURE 3B). Cortisol reduction was also
observed in the elderly population after performing
RE at 50% and 80% 1RM48, as reported by Uchida
et al.49 in women. On the other hand, Motta et al.42 did not
observe significant PEH for diabetics, suggesting
a possible positive relationship between PEH
and plasma kallikrein activity, since there was
less kallikrein activity for diabetics. However, the
exercise model was not RE and it was performed
10% below of their anaerobic threshold. According
to Dutra et al.43, the PEH can influenced by many
variables, including the exercise intensity. Our results reveal a positive relation of T:C ratio
in moderate RE at both intensities for D groups,
indicating anabolic parameter was immediately
active. Discussion This data of the
present study indicated that with more intensive
stimulation (until the upper limit of the moderate
intensity), more blood glucose uptake is obtained,
corroborating others studies31,32. Some hormones such as catecholamine, cortisol,
and glucagon increase as the exercise intensity raised,
what may result in an increase of the liver glycolysis,
increasing the blood glucose availability33. However,
even with this hormonal pattern, the high-moderate
exercise intensity performed at 75% 1RM resulted
in an adequate stimulus for increasing blood glucose The regular practice of physical exercise, or even High intensity exercise is better for diabetics at 80% 1RM37,44. The ACSM suggests RE at 60%
1RM for hypertensive and diabetic individuals, and
American Heart Association describe it should be
over 60% of the maximum intensity14. uptake by the active muscles, resulting in a reduction
of BP after exercise. Moreover, the cortisol levels
after exercise performed at 75% 1RM presented a
significant reduction.h As observed in the present study, good results in
both moderate exercise intensities used were found,
but the results revealed to be better at 75% 1RM. A
new division or subdivision in moderate RE could
be proposed and further studies to confirm our
findings are necessary to assess whether the changes
in RE intensity affects the results. The insulin sensibility increases after exercise
due to an improvement of PI3-K and AKT activity,
among others possibilities such as interleukins
activation34. The high-moderate intensity probably
resulted in more vigorous muscle contraction than
low-moderate intensity, resulting in a higher blood
glucose uptake as observed in the present study,
what can explain that the muscle is considered the
major body tissue capable to use blood glucose to
generate biological energy30,35. It is important to note that the total volume of
the resistance exercise at 60% and 75% 1RM were
not differed (p>0.05) between the four groups
(ND60, ND75, D60, D75), revealing the effects of
intensity on metabolic and hemodynamic variables. Similar to the present study, an acute RE session
of higher intensity followed by an oral glucose
tolerance presented lower glycemia and insulinemia
than lower intensity, even with a similar total
volume of exercise sessions45. BP level is associated with many health risk
factors and diseases including T2D36. Discussion It might be higher at 75%1RM to help to
repair the physiological stress observed through a
higher muscle damage at this intensity, even they
were not obtaining at their peak level after exercise. T:C ratio was increased in our study, showing a
prevalence of anabolic conditions over catabolic,
corroborating the data found by Uchida et al.49.l In the present study, the acute exercises performed
at 75% and 60% 1RM were capable to induce PEH
in D groups with a better BP kinesis after exercise
performed at 75% 1RM, which is considered a
moderate exercise since a few relevant scientific
studies have shown that the high RE intensity starts T2D pathology influences and promotes the
increase of serum markers of muscle damage50 for
rest values. In the present study, there was only Rev Bras Educ Fís Esporte, (São Paulo) 2020 Jan-Mar; 34(1):165-175 • 171 Sousa RAL, et al. Sousa RAL, et al. concomitant and significant increase of CK and
LDH in higher amounts of moderate RE, revealing
a greater muscle damage in T2D hypertensive
individuals at 75%1RM. It is possible that the
greatest amount of CK found after RE was due
to a constant trial of the organism to restore the
energy reserves during the exercise protocols9,51,52. The largest amount of LDH could be justified by
an increase of the anaerobic work, disposing of
more lactate in blood, once the exercise performed
at a higher intensity can activate three times more
LDH, contributing to a possible greater expression
of glucose transporters and improving, on this way,
insulin sensitivity53,54.h 79% of the maximum intensity, could divided into
two or more sub sessions such as lower moderate
and upper moderate training zones. Further
studies, diagnosing physiological responses at 60%,
65%, 70%, 75% and 79% 1RM, for example,
would give us a better idea about the differences
in these physiological changes at the moderate
training zone. Our data reinforce the importance
of RE as a non-pharmacological treatment for
T2D, mainly because of the improvement in the
blood glucose uptake and the BP reduction after
one single session of RE at 75%1RM. The moderate resistance exercise at 75% 1RM
promotes better blood glucose uptake and BP
management in diabetic subjects. Moderate
exercise at 60% or 75% 1RM is capable to reduce
BP after RE to diabetic and hypertensive subjects. Discussion The testosterone and cortisol hormones after these
RE in moderate intensities suggest the existence of
an appropriated exercise recovery, especially after
75% 1RM that results in higher values of indirect
muscle damage markers. There is no acute increase
in C-RP after moderate RE intensities at 60 and
75% 1RM. The analysis of muscle damage associated with
the elevation or the lowering of inflammatory
proteins, such as C-RP, may help to diagnose
the best type of RE to be developed. The C-RP
is release in greater quantities in the body when
there is a proinflammatory activity in progress
that can be caused by bacteria, viruses or simple
metabolic stress provided by physical activity,
for example55,56. The acute RE at any level of
moderate intensity in this study was not able to
generate a severe pro-inflammatory activity to
increase beyond the point of reference standards
C-RP levels. This result indicates that there is no
contraindication for using moderate RE at 60%
or 75% 1RM in an RE program for diabetics or
non-diabetics. Acute RE brings benefits to diabetics who are
hypertensive. Thus, higher intensity of RE targeting
over 75% 1RM can performed without risk to the
individual. Besides, the results found in this study,
it is always necessary that diabetic hypertensive
individuals to be supervised during all period of
their training sessions for safety reasons. Acute RE
at 60% or 75% of 1RM can be used as an extra
tool to help the management of both pathologic
conditions combined (diabetes and hypertension). Physiological changes at 75% 1RM occurred
more than in 60% 1RM to diabetics and healthy
people in the present study. In spite of that,
moderate training zone, which goes from 60% to References 1. Ogurtsova K, da Rocha Fernandes JD, Huang Y, Linnenkamp U, Guariguata L, Cho NH, et al. IDF Diabetes Atlas:
Global estimates for the prevalence of diabetes for 2015 and 2040. Diabetes Res Clin Pract. 2017;128:40-50. 2. Snel M, Gastaldelli A, Ouwens DM, Hesselink MK, Schaart G, Buzzigoli E, et al. Effects of adding exercise to a 16-
week very low-calorie diet in obese, insulin-dependent type 2 diabetes mellitus patients. J Clin Endocrinol Metab. 2012;97(7):2512-20. 3. Suh DC, Kim CM, Choi IS, Plauschinat CA, Barone JA. Trends in blood pressure control and treatment among type
2 diabetes with comorbid hypertension in the United States: 1988-2004. J Hypertens. 2009;27(9):1908-16. 4. Roden M. Exercise in type 2 diabetes: to resist or to endure? Diabetologia. 2012;55(5):1235-9.hh 5. Maiorana AJ, Naylor LH, Exterkate A, Swart A, Thijssen DH, Lam K, et al. The impact of exercise training on conduit
artery wall thickness and remodeling in chronic heart failure patients. Hypertension. 2011;57(1):56-62. 6. Morais PK, Campbell CS, Sales MM, Motta DF, Moreira SR, Cunha VN, et al. Acute resistance exercise is more
effective than aerobic exercise for 24h blood pressure control in type 2 diabetics. Diabetes Metab. 2011;37(2):112-7. 6. Morais PK, Campbell CS, Sales MM, Motta DF, Moreira SR, Cunha VN, et al. Acute resistance exercise is more
effective than aerobic exercise for 24h blood pressure control in type 2 diabetics. Diabetes Metab. 2011;37(2):112-7. 7. Tompkins CL, Soros A, Sothern MS, Vargas A. Effects of physical activity on diabetes management and lowering risk
for type 2 diabetes. J Health Educ. 2009;40(5):286-90. 7. Tompkins CL, Soros A, Sothern MS, Vargas A. Effects of physical activity on diabetes management and lowering risk
for type 2 diabetes. J Health Educ. 2009;40(5):286-90. 8. Roma MFB, Busse AL, Betoni RA, Melo ACd, Kong J, Santarem JM, et al. Effects of resistance training and aerobic
exercise in elderly people concerning physical fitness and ability: a prospective clinical trial. Einstein. 2013;11(2):153-7. exercise in elderly people concerning physical fitness and ability: a prospective clinical trial. Einstein. 2013;11(2):153-7. 9. Santos WOC, Brito CJ, Júnior EAP, Valido CN, Mendes EL, Nunes MAP, et al. Cryotherapy post-training reduces
muscle damage markers in jiu-jitsu fighters. J Hum Sport Exerc. 2012;7(3):629-38. 9. Santos WOC, Brito CJ, Júnior EAP, Valido CN, Mendes EL, Nunes MAP, et al. Cryotherapy post-training reduces
muscle damage markers in jiu-jitsu fighters. J Hum Sport Exerc. 2012;7(3):629-38. 10. High intensity exercise is better for diabetics High intensity exercise is better for diabetics p<0,05), e apenas a sessão 75%1RM induziu captação de glicose sanguínea em 5,7% nos diabéticos. A
hipotensão pós-exercício foi significativa após ER a 75%1RM na PA sistólica (PAS), e após ambas intensi
dades na PA diastólica (PAD) em não-diabéticos, enquanto a PAS e PAD reduziram após ambas intensidades
nos diabéticos. ER a 75%1RM resultou em melhor captação de glicose sanguínea, e ambas intensidades
reduziram a PA nos diabéticos. Após 75%1RM, houve maiores danos musculares indiretos. As alterações
nos hormônios, PCR e marcadores indiretos de dano muscular indicaram adequada recuperação anabólica
aguda sem inflamação significativa em ambas intensidades. O ER agudo a 60%1RM ou 75%1RM pode ser
usado como uma ferramenta extra para gerenciar ambas condições patológicas. p<0,05), e apenas a sessão 75%1RM induziu captação de glicose sanguínea em 5,7% nos diabéticos. A
hipotensão pós-exercício foi significativa após ER a 75%1RM na PA sistólica (PAS), e após ambas intensi
dades na PA diastólica (PAD) em não-diabéticos, enquanto a PAS e PAD reduziram após ambas intensidades
nos diabéticos. ER a 75%1RM resultou em melhor captação de glicose sanguínea, e ambas intensidades
reduziram a PA nos diabéticos. Após 75%1RM, houve maiores danos musculares indiretos. As alterações
nos hormônios, PCR e marcadores indiretos de dano muscular indicaram adequada recuperação anabólica
aguda sem inflamação significativa em ambas intensidades. O ER agudo a 60%1RM ou 75%1RM pode ser
usado como uma ferramenta extra para gerenciar ambas condições patológicas. Palavras-chave: Diabetes Mellitus Tipo 2; Hipertensão; Exercício Resistido; Saúde. Palavras-chave: Diabetes Mellitus Tipo 2; Hipertensão; Exercício Resistido; Saúde. Resumo Exercício resistido de intensidade moderada/alta é melhor para reduzir a glicose sanguínea e pressão arterial
em indivíduos diabéticos na meia-idade Exercício resistido de intensidade moderada/alta é melhor para reduzir a glicose sanguínea e pressão arterial
em indivíduos diabéticos na meia-idade A principal característica do diabetes tipo 2 (DM2) é a resistência à insulina. A hipertensão é uma comor
bidade relacionada à DM2. O exercício resistido (ER) é uma importante ferramenta não-farmacológica para
o controle da glicemia e pressão arterial (PA), mas não existe consenso sobre os efeitos agudos. O objetivo
do estudo foi avaliar o efeito agudo fisiológico após duas sessões de ER em diferentes intensidades em
indivíduos de meia-idade hipertensos e com DM2. Foram 40 homens de meia-idade (20 não-diabéticos; 20
diabéticos), submetidos a um protocolo de exercícios de mesmo volume a 60% ou 75% do teste de repetição
máxima (1RM), consistindo em: supino reto, tríceps no pulley, remada no aparelho, rosca direta com barra,
elevação lateral com halteres e agachamento com barra. As alterações fisiológicas foram avaliadas através
da PA, glicemia, creatina quinase, lactato desidrogenase, proteína C-reativa (PCR), testosterona e cortisol. Para os não-diabéticos, ambas intensidades promoveram captação de glicose sanguínea (8,2% a 11,1%, 172 • Rev Bras Educ Fís Esporte, (São Paulo) 2020 Jan-Mar; 34(1):165-175 References Acute effects of physical exercise in
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reduction in type 2 diabetics. J Exerc Physiol Online. 2012;15:98-109. 40. Simoes GC, Moreira SR, Kushnick MR, Simoes HG, Campbell CS. Postresistance exercise blood pressure reduction is 40. Simoes GC, Moreira SR, Kushnick MR, Simoes HG, Campbell CS. Postresistance exercise blood pressure reduction is 174 • Rev Bras Educ Fís Esporte, (São Paulo) 2020 Jan-Mar; 34(1):165-175 High intensity exercise is better for diabetics Submitted: 20/03/2017
1st. Review: 06/07/2017
2nd. Review: 15/09/2017
Accepted: 28/07/2017 High intensity exercise is better for diabetics Ostler JE, Maurya SK, Dials J, Roof SR, Devor ST, Ziolo MT, et al. Effects of insulin resistance on skeletal muscle
growth and exercise capacity in type 2 diabetic mouse models. Am J Physiol Endocrinol Metab. 2014;306(6):E592-
605. 52. Christ CY, Hunt D, Hancock J, Garcia-Macedo R, Mandarino LJ, Ivy JL. Exercise training improves muscle insulin
resistance but not insulin receptor signaling in obese Zucker rats. J Appl Physiol. 2002;92(2):736-44. 53. Goodwin ML, Harris JE, Hernandez A, Gladden LB. Blood lactate measurements and analysis during exercise: a guide
for clinicians. J Diabetes Sci Technol. 2007;1(4):558-69.h 54. Billat VL, Sirvent P, Py G, Koralsztein JP, Mercier J. The concept of maximal lactate steady state: a bridge between
biochemistry, physiology and sport science. Sports Med. 2003;33(6):407-26. 55. Dunstan DW, Zimmet PZ, Welborn TA, De Courten MP, Cameron AJ, Sicree RA, et al. The rising prevalence of diabetes
and impaired glucose tolerance: the Australian Diabetes, Obesity and Lifestyle Study. Diabetes Care. 2002;25(5):829-
34. 56. American Diabetes A. Standards of medical care in diabetes--2014. Diabetes Care. 2014;37(Suppl. 1): Corresponding author:
Gisela Arsa
Avenida Fernando Corrêa da Costa, sn - Boa Esperança
Cuiabá – MT - BRAZIL
CEP: 78060900
E-mail: gisarsa@gmail.com Corresponding author:
Gisela Arsa
Avenida Fernando Corrêa da Costa, sn - Boa Esperança
Cuiabá – MT - BRAZIL
CEP: 78060900
E-mail: gisarsa@gmail.com Corresponding author:
Gisela Arsa
Avenida Fernando Corrêa da Costa, sn - Boa Esperança
Cuiabá – MT - BRAZIL
CEP: 78060900
E-mail: gisarsa@gmail.com Submitted: 20/03/2017
1st. Review: 06/07/2017
2nd. Review: 15/09/2017
Accepted: 28/07/2017 Submitted: 20/03/2017
1st. Review: 06/07/2017
2nd. Review: 15/09/2017
Accepted: 28/07/2017 Rev Bras Educ Fís Esporte, (São Paulo) 2020 Jan-Mar; 34(1):165-175 • 175 Rev Bras Educ Fís Esporte, (São Paulo) 2020 Jan-Mar; 34(1):165-175 • 175
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Sex steroid hormone modulation of neural stem cells: a critical review
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Biology of sex differences
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© 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. Abstract While numerous in vivo experiments have sought to explore the effects of sex chromosome composition and
sex steroid hormones on cellular proliferation and differentiation within the mammalian brain, far fewer studies
as reviewed here, have explored these factors using a direct in vitro approach. Generally speaking, in vivo
studies provide the gold standard to demonstrate applicable findings in regards to the role hormones play in
development. However, in the case of neural stem cell (NSC) biology, there remain many unknown factors that
likely contribute to observations made within the developed brain, specifically in regions where there are abundant
sex steroid hormone receptors. For these reasons, using a NSC in vitro model may provide a more controlled and
refined system to explore the direct effects of sex and hormone response, limiting the vast array of other influences
on NSCs occurring during development and within adult cellular niches. These specific cellular models may have
the ability to greatly improve the mechanistic understanding of changes occurring within the developing brain
during the hormonal organization process, in addition to other modifications that may contribute to neuro-
psychiatric sex-biased diseases. Sex steroid hormone modulation of neural
stem cells: a critical review Matthew S. Bramble, Neerja Vashist and Eric Vilain* Introduction While the vast majority of the aforementioned studies
have drawn conclusions based on analyses of gross brain
tissue, other studies have looked at the direct effects of
chromosomal composition and sex steroid influence on
specific cells comprising the central nervous system
(CNS). Studies have highlighted the effects of testoster-
one and estrogens on various types of neurons and as-
trocytes [11–15]; however, few studies to date have
explored these effects and the epigenetic consequences
of such, on cultured neural stem cells isolated from the
embryonic and adult mammalian brains. Investigating the phenomenon of hormonal organization,
or the enduring effects of sex steroid hormone exposure
on the brain, became a focal point within the field of neu-
roendocrinology since the seminal findings of Phoenix
et.al was first published in 1959 [1]. While these findings
elegantly demonstrated that exposing female fetuses to an-
drogenic compounds resulted in altered adult sexual be-
havior, the exact mechanisms behind this organization
process remain to be fully elucidated. Significant works
have built on the hormonal organization theory, and as
such, have identified numerous sex-differences in addition
to behavior that are set in motion by sex steroid hormone
exposures in utero and during the perinatal period [2]. In
addition to hormone exposure on the developing brain, it
also appears that genetic composition [3, 4] [5, 6] and epi-
genetic modifications [7–9] significantly contribute to
developing adult sexual behavior, sexually dimorphic brain
structures, and other sex differences within rodents and
humans [10]. Neural stem cells (NSCs) by definition are multipotent
populations capable of giving rise to all of the main cell
types that comprise the CNS, in addition to having self-
renewal capacity [16]—the hallmark of any “stem” cell. There are two general groupings of neural stem cells,
those present during early development which will be re-
ferred to as embryonic neural stem cells (eNSCs) and
those that are maintained during/throughout adulthood
(aNSCs). Embryonic neural stem cells are abundant,
rapidly dividing, and differentiating during early devel-
opment, providing sufficient cellular numbers for proper
brain formation. These embryonic cells are subject to
estrogen and androgen exposures during early develop-
ment, predominately in utero. Adult NSCs, however, are * Correspondence: evilain@childrensnational.org; evilain@CNMC.org
Center for Genetic Medicine Research, Children’s Research Institute,
Children’s National Medical Center, Washington, D.C., USA Bramble et al. Biology of Sex Differences (2019) 10:28
https://doi.org/10.1186/s13293-019-0242-x Bramble et al. Biology of Sex Differences (2019) 10:28
https://doi.org/10.1186/s13293-019-0242-x (2019) 10:28 Bramble et al. Biology of Sex Differences
https://doi.org/10.1186/s13293-019-0242-x Open Access Page 2 of 10 Bramble et al. Biology of Sex Differences (2019) 10:28 Page 2 of 10 protein expression level of aromatase, an enzyme re-
sponsible for the conversion of testosterone into estra-
diol, which plays a vital role in hormonal organization of
mammalian brains [28, 29]. Using 8–10-week-old adult
murine NSCs isolated from the SVZ [30] and NSCs
from the SVZ of 3-month-old Long-Evans rats [31], aro-
matase expression was quantified using both a GFP
reporter assay and total protein analysis. Those two in-
dependent studies found that aromatase expression in
the absence of gonadal hormones displayed a significant
male bias with regard to protein expression in adult
NSCs. However,
our
recent
study
utilizing
RNA-
sequencing did not identify any expressed aromatase
transcripts in either XX or XY murine eNSCs [32]
(Fig. 1c). While this discrepancy would typically seem
contradictory, our group used NSCs isolated from the
telencephalons of E-13.5 C57/B6/J mice, whereas the
other two groups used adult-isolated NSCs from both
the rat and mouse SVZ. This difference in aromatase
expression between adult and embryonic NSCs raises an
interesting possibility that the effects of androgenic hor-
mone exposure on this cell type may have markedly dif-
ferent consequences depending on developmental stage. If aromatase is not expressed in murine embryonic
NSCs, then during the in utero testosterone surge, the
effects on these cells are likely due to direct testosterone
signaling. On the other hand, since adult mouse and rat
NSCs do express aromatase, there could be downstream
effects of pubertal androgenic exposure on these cells. Whether these effects are activational or organizational
could be modulated either by direct testosterone action
on the androgen receptor (AR) [33] or estrogen signal-
ing, through its various receptors (ERα, ERβ, GPR30)
once locally converted into estradiol by aromatase [34]. As earlier mentioned, our group conducted a global tran- restricted to specific regions within the mature brain
and remain under complex regulatory control within
their respective niches [17–19]. aNSCs in theory are ex-
posed to pubertal surges of testosterone and/or estrogen
depending on gonadal composition, which remain in
abundant circulation for most of adult life. Areas rich in
quiescent NSCs during adulthood include the sub-
ventricular zone (SVZ) and the sub-granular zone (SGZ)
of the dentate gyrus (DG) [20]. Both types of NSCs re-
tain stem properties; however, they appear to have differ-
ent cellular features and protein expression patterns [16,
20]. This raises the notion that there are intrinsic and
extrinsic distinctions to be made between adult NSCs
and those present during early brain development, which
will be particularly relevant to this review. Research focusing on neural stem cells and adult neuro-
genesis has seen an explosion in the past two decades,
which has been thoroughly described by Gage and Temple
[21]. As noted, despite intense investigation, few studies
have sought to explore inherent sex differences and the
role that sex steroids have in shaping neural stem cell biol-
ogy, although studies indicate that such hormones influ-
ence adult neurogenesis within the DG [22, 23]. The
intent of this review is to highlight the in vitro work that
has investigated these aspects in mammalian NSCs,
exposing a novel role of sex steroid hormone influence
during early brain development and throughout adult-
hood. Despite being outside the scope of this review, it
should be noted that much of our understanding of sex
steroid influence on the mammalian brain has been built
on studies using the songbird as a research model organ-
ism, as reviewed elsewhere [24–27]. Basal sex-differences in cultured NSCs As earlier mentioned, our group conducted a global tran-
scriptional analysis using RNA-sequencing on eNSCs to de-
termine if there were inherent sex differences with regard
to gene expression. To our surprise, we identified 103 tran-
scripts that were differentially expressed between XX and During analysis of neural stem cells, there have been
several studies that have identified inherent basal sex dif-
ferences between XX and XY NSCs, independent of
active androgen or estrogen exposure. One such sex-
difference that has been found by several groups is the Fig. 1 a, b Upon stimulation with retinoic acid during the differentiation process, XX and XY NSCs show variable differential outcomes, as highlighted
post differentiation. Astrocytes and oligodendrocytes are enriched in XX backgrounds post differentiation whereas XY NSCs display a pro-neuronal
differentiation pattern. c General distributions of aromatase expression found in adult and embryonic NSCs Fig. 1 a, b Upon stimulation with retinoic acid during the differentiation process, XX and XY NSCs show variable differential outcomes, as highlighted
post differentiation. Astrocytes and oligodendrocytes are enriched in XX backgrounds post differentiation whereas XY NSCs display a pro-neuronal
differentiation pattern. c General distributions of aromatase expression found in adult and embryonic NSCs Page 3 of 10 Bramble et al. Biology of Sex Differences (2019) 10:28 Page 3 of 10 Bramble et al. Biology of Sex Differences (2019) 10:28 XY murine eNSCs (FDR = 0.10) at a time prior to gonadal-
derived hormonal surges [32] The vast majority of these
transcriptional sex differences were enriched in pathways
predominately involved in cellular replication, possibly indi-
cating that XX and XY eNSCs differently regulate prolifera-
tive states. While many of the identified differential
transcripts were novel, this was the first study utilizing
RNA-seq to probe for sex differences of global gene expres-
sion in eNSCs. The identified basal sex differences within
eNSCs are quite interesting and provide a unique gene set
for further exploration, and it should also be evident that
these findings represent a brief snapshot of developmental
time, identifying differences that are likely transient. The
developing body is highly dynamic and rapidly changing, as
are neural stem cells [35]. When assessing early sex differ-
ences, it is vital to keep in mind that such findings have
spatial and temporal fluctuations and are unlikely to remain
static throughout the life of the animal. been exposed to endogenous testosterone and estrogens
prior to isolation. In vitro effects of estrogenic compounds on NSCs In vitro effects of estrogenic compounds on NSCs
Estrogen receptor(s) expression: In order to determine the
effects
exerted
by
estrogens,
predominantly
17β-
estradiol (E2), on NSCs, it first had to be established that
these cell types expressed the appropriate receptors. In
one of the first studies assessing the role of E2 on NSC
physiology in vitro, it was determined that both embry-
onic NSCs isolated from E15–E20 Wistar rats and NSCs
isolated from the lateral ventricles of adults of the same
species, expressed both ERα and ERβ [38] (Fig. 2a)
(Table 1). These findings successfully demonstrated that
ERα was most expressed in eNSCs during earlier time
points of development, when cells were isolated at E15
and E17, and such expression was greatly reduced by
E20 and within aNSC populations. The reverse was true
for ERβ, which showed increased expression over the
E15–E20 developmental period, as well as into adult-
hood [38]. In studies using aNSCs isolated from the SVZ
of 3- and 20-month-old male and female Long-Evans
rats, ERα and ERβ were again found to be expressed in
both age groups (Fig. 2a) (Table 1), with expression
levels being significantly higher in aNSCs isolated at 20
months of age. The same group also claims that ERα
and ERβ exhibit different expression patterns based on
sex chromosome composition in aNSCs at 3 months of
age, but not at the 20-month stage [37]. In a more re-
cent study, the expression of estrogen receptors was
again confirmed in eNSCs isolated from E14.5–E16.5
Sprague-Dawley rat embryos. This study however also
probed for a newly identified membrane-bound ER re-
ceptor, GPR30, and found that in addition to ERα and β,
GPR30 protein was also strongly expressed [39] (Fig. 2a)
(Table 1). While receptors for estrogens appear to be
present in both embryonic and adult NSCs isolated from
the rat, the same does not appear to be true for NSCs
isolated from embryonic mouse brain tissue. When
assaying nuclear hormone receptor expression within
NSCs isolated from E-13.5 murine embryos using RT-
PCR analysis, it was concluded that both ERα/β were
not expressed or were transcriptionally undetectable at
that particular time point [40]. Basal sex-differences in cultured NSCs This endogenous exposure may have al-
tered epigenetic programming or specific protein expres-
sion, and the conclusions found may not be due to
inherent differences based on sex and age, per se, but ra-
ther to this possible programming of NSCs induced by en-
dogenous T exposure. This would seem like a possible
explanation, as the same group attributed the findings of
variances in differentiation potentials to the differences in
expression of CYP19 (p-450 aromatase), which was un-
covered in their later finding [31]. In vitro effects of estrogenic compounds on NSCs Similar findings demon-
strating low/no detection of estrogen receptors α/β was Additional research focusing on improving NSC trans-
plantation therapy for various neurological conditions,
which still has significant hurdles to overcome [36], identi-
fied that both age and sex of NSCs are contributing factors
that should be taken into consideration [37]. Using adult
NSCs isolated from the SVZ of 3- and 20-month-old
Long-Evans rats revealed that upon differentiation in retin-
oic acid, XY and XX NSCs displayed altered neurogenic
and gliogenic potentials, which were both sex and age-
dependent. When
measuring
protein
levels,
it
was
determined that neuronal markers such as MAP2 (micro-
tubule-associated protein2), GAP43 (GAP43 growth asso-
ciated protein 43), and DCX (doublecortin) along with the
oligodendrocyte marker CNPase displayed an increased
expression pattern in those differentiated NSCs of XY ori-
gin [37] (Fig. 1b). The same study found a reverse trend
when looking at an astrocyte marker, GFAP (glial fibrillary
acidic protein), which showed a very significant enrich-
ment in expression on a XX background (Fig. 1a). The
early neuronal maker βIII tubulin did not show sex differ-
ences in this study; however, in a later assessment using
immunofluorescence, it did appear that βIII tubulin may
show sex differences in expression post-differentiation
[31]. It was identified that the expression of βIII tubulin,
along with those proteins that showed sex differences
(GFAP, MAP2, GAP43), were age-dependent and were sig-
nificantly reduced in differentiated NSCs isolated from 20-
month-old rats as compared to those isolated at 3 months
of age [37]. The authors concluded that XY NSCs may
have inherent potential to differentiate into neuronal lin-
ages, while XX NSCs preferentially differentiate down a
glia pathway when stimulated with retinoic acid, with cel-
lular age being a large contributing factor. It should be
noted, however, that while their differentiation process
contained no exogenous gonadal hormones, the XY NSCs
from both the 3-month and 20-month-old rats would have Bramble et al. Biology of Sex Differences (2019) 10:28 Page 4 of 10 Fig. 2 a Estrogen receptor expression profiles of NSCs across time and rodent species. b The general cellular proliferation affects as a result of estrogen
exposure on NSCs isolated from various species of rodents at different time points of development. c The effects of estrogen exposure on NSCs during
cellular differentiation, highlighting indicates the preferential differential cell outcomes, during or after estrogenic treatment Fig. In vitro effects of estrogenic compounds on NSCs 2 a Estrogen receptor expression profiles of NSCs across time and rodent species. b The general cellular proliferation affects as a result of estrogen
exposure on NSCs isolated from various species of rodents at different time points of development. c The effects of estrogen exposure on NSCs during
cellular differentiation, highlighting indicates the preferential differential cell outcomes, during or after estrogenic treatment proliferation, as well as differentiation potentials of NSC
populations. In the Brännvall et.al study, which de-
scribed the presence of estrogen receptors within these
cell types, also assessed the physiological effects of estro-
gen exposure. Using eNSCs and aNSCs from Wistar
rats, it was shown that when 10 nM of 17β-estradiol was
introduced to their culture media in the absence of the
mitogen EGF (epidermal growth factor), there was a sig-
nificant (7%) proliferation increase of eNSCs, as mea-
sured by BrdU-positive cells [38] (Fig. 2b) (Table 1). This
effect was not seen in their aNSC population, or when
the ER antagonist ICI-182,780 was present. When the
same assay was conducted in the presence of EGF, there also corroborated by our groups complete transcrip-
tomic analysis of E.13.5 mouse NSCs using RNA-Seq
[32] (Fig. 2a) (Table 1). While these findings demon-
strate that estrogen receptors are at least present in rat
NSCs, they also highlight the notion that all NSCs
should
not
be
grouped
together
and
the
possible
response to gonadal hormones such as E2 may be
species-specific and variable over both developmental
time and in different brain regions. The effects of estrogens on NSC cellular proliferation
Studies
focusing
on
the
effects
of
estrogens
have
predominately
investigated
how
E2
affects
cellular The effects of estrogens on NSC cellular proliferation Table 1 Summary of in vitro studies assessing estrogenic response in neural stem cells Table 1 Summary of in vitro studies assessing estrogenic response in neural stem cells Table 1 Summary of in vitro studies assessing estrogenic response in neural stem cells Table 1 Summary of in vitro studies assessing estrogenic response in neural stem cells Page 5 of 10 Bramble et al. Biology of Sex Differences (2019) 10:28 Page 5 of 10 was actually decreased proliferation of both eNSCs and
aNSCs (Fig. 2b) (Table 1). This decrease in proliferation
in the presence of EGF was attributed to the upregula-
tion of the cyclin-dependent kinase (CDK) P21, as it was
shown that protein expression of this cell-cycle regulator
was significantly increased in the presence of E2. The
authors note that while E2 can moderately increase pro-
liferation of embryonic derived NSCs, this effect is
greatly dependent on other growth factors, as in their
case, EGF. While a 2008 study investigating the effects
of E2 on rat eNSCs was unable to replicate these initial
findings, using a modified media composition still dem-
onstrated that estradiol alone was capable of increasing
proliferation of eNSCs isolated from the telencephalons
of E15 Wistar rat embryos [41]. The same conclusions
were also drawn from both a 2010 [42] and 2016 study;
however, it was also determined that increased doses of
E2 (50 nM) actually had the opposite effect, resulting in
a reduced proliferative state [39] (Table 1). stimulated differentiation to proceed down a neural
lineage as determined by the ratio of Tuj-1 (βIII tubulin
marker) to GFAP signal (Fig. 2c) (Table 1). These find-
ings again demonstrated that 10 nM of E2 seems to be
the most optimal dose for stimulating this differentiation
outcome, as 1, 20, and 50 nM concentrations of E2 did
not result in altered neuron/glia ratios [39]. There also
appears to be no sex differences in the effects of E2 on
NSC differentiation in cultured adult murine cells,
where both XX and XY lines showed increased neuronal
staining patterns when allowed to differentiate in the
presence of 10 nM of E2 [30]. p
Two studies conducted by Okada et.al using embryonic-
derived rat NSCs were unable to replicate the findings
showing preferential neuron differentiation upon stimula-
tion with E2 [41, 42] (Table 1). The effects of estrogens on NSC cellular proliferation While this group did not ob-
serve increased neuronal potential, they did however
determine
that
E2
increased
differentiation
of
both
CNPase-positive oligodendrocytes and NG-2-positive oligo-
dendrocyte precursor cells (Fig. 2c). The authors concluded
(but did not demonstrate) that this effect was not a result
of classical ER signaling, but rather membrane ER signaling,
because when NSCs were pre-treated with ICI-182,780, the
ratios of oligodendrocytes and precursor cells were still in-
creased during differentiation in the presence of E2 [41,
42]. It should also be noted, that while all studies are not in
agreement with regard to pro-neuronal outcomes when
NSCs are stimulated with E2, there were also technical dif-
ferences between experiments that may have played a fac-
tor. The studies that identified E2 as a pro-neuronal
stimulant [38, 39] grew their NSCs in the presence of EGF,
whereas the studies that were unable to replicate these find-
ings and saw pro-oligodendrocyte differentiation [41, 42]
grew their NSCs with the mitogen FGF-2 (fibroblast growth
factor 2) (Table 1). It has been established that murine em-
bryonic NSCs express FGF and EGF receptors in a tem-
poral and spatial manner, and as such, respond to these
mitogens in different ways [43], highlighting the importance
of what otherwise may seem like a minor technical differ-
ence between studies. From these independent studies, it can be concluded
that while E2 can significantly increase proliferation of rat
eNSCs through ER action (Fig. 2b), these outcomes are
greatly dependent on both the dose of estrogen and the
site of NSC isolation. To our knowledge, only one study
has assessed the effects of estradiol exposure on adult-
derived mouse NSCs and also found that E2 significantly
increased cellular proliferation, using a Ki67 proliferation
marker, regardless of chromosomal sex [30] (Fig. 2b)
(Table 1). This work did not show estrogen receptor ex-
pression per se and as previously stated such transcripts
have not been identified in murine eNSCs by other
groups. However, given their results, it can be inferred that
perhaps estrogen receptor expression, while not present at
the embryonic stages, becomes expressed by aNSCs in the
murine SVZ and stimulation with E2 elicits proliferative
effects in the adult mouse also. The effects of estrogens on NSC differentiation In addition to proliferation, many of the studies asses-
sing those effects also investigated the role that E2 plays
during the differentiation process. When eNSCs isolated
from the rat were treated with 10 nM of E2 while under-
going a 4-day differentiation, it was found that there was
a significant increase in the ratio of βIII tubulin-positive
neurons over GFAP-expressing cells (Fig. 2c) (Table 1). The same outcome was not seen when aNSCs were
treated with E2 during differentiation, indicating again
that embryonic and adult cells may have completely dif-
ferent responses to estrogens (Fig. 2c) This pro-neuron
effect was attenuated when the ER antagonist ICI-182,
780 was added to the media, demonstrating that these
observations during differentiation were modulated in
part by ERα/β signaling [38]. Recent publications came
to similar conclusions and determined that 10 nM of E2 In vitro effects of androgenic compounds on NSCs
Androgen receptor expression While several in vitro approaches have provided evidence
supporting the role of estrogens in proliferation and differ-
entiation of cultured NSCs, few studies have addressed
how such cells respond to androgenic compounds, despite
known androgen response in other types of stem cells
[52]. Brännvall et.al demonstrated that both embryonic
and adult rat NSCs derived from the SVZ of Wistar rats
expressed the androgen receptor (AR). Using RT-PCR and
western blots, the group showed that AR expression was
most abundant in embryonic NSCs as compared to
aNSCs, with peaks of expression occurring between gesta-
tional days E15 to E17 [53] (Table 2). Androgen receptor
also appears to be expressed in both XX and XY aNSCs
isolated from the adult mouse SVZ and does not appear
to show a sex difference in protein expression. Unlike the
results demonstrating low/no estrogen receptor gene ex-
pression in mouse eNSCs, this same study [40], along with
our groups RNA-seq findings, did identify that AR was
transcriptionally detectable and non-dimorphic in both
male and female murine NSCs isolated from gestational
day E13.5 embryos [32] (Table 2). While limited, these in-
dependent studies identified that both embryonic and
adult NSCs isolated from the rat and mouse express AR
and therefore should be responsive to various types of
androgen exposure. g
These reviewed in vitro studies have shown that NSCs
isolated from the adult mouse SVZ show increased pro-
liferation in the presence of E2, but in vivo approaches
have observed the opposite, indicating that estrogens de-
crease proliferation within the SVZ [48]. When focusing
on cellular propagation within the mouse DG, It was
found neither sex nor estrogens stimulated adult neuro-
genesis or increased cellular proliferation in the C57/
BL6 mouse strain [49]. This again shows that there are
important distinctions to be made between the site of
NSC isolation and the mammalian species from which
they arose, grouping NSCs of different ages or from dif-
ferent regions not recommended. Based on these few studies, it can be concluded that
estrogen exposure on NSCs isolated from embryonic re-
gions elicits altered differentiation potentials, increasing
the ratios of neurons over GFAP expressing glia cell
types. This effect appears to be restricted to embryonic
stages, as estrogen stimulation on aNSCs in vitro did not
have the same outcome, an effect also observed within
the adult DG post-estrogen treatment [50]. Conclusions of the effects of estrogens on NSCs Despite a growing body of evidence now indicating that
estrogen stimulation can have dramatic epigenetic ef-
fects within the brain [8, 51], no study to date has dir-
ectly assessed these effects on neural stem cells or
progenitor cells within the brain. Considering that these
cells respond to estrogens, these NSC in vitro models
will prove to be extremely useful for the study of epigen-
etic changes ensuing post-estrogen stimulation. These
methods will limit the numerous variables occurring
within the mammalian brain and allow for a more direct
assessment of estrogen influence on epigenetic alter-
ations such as DNA methylation, histone modifications,
and the ensuing gene expression outcomes. Conclusions of the effects of estrogens on NSCs Conclusions of the effects of estrogens on NSCs
Prior to these in vitro applications using NSCs, groups
have demonstrated the effects of sex and estrogens on
eliciting both cellular proliferation and increased neuro-
genesis within the adult rodent brain, predominantly
within the DG region of the hippocampus [23]. In vivo
assessments have shown that cycling female adult SD
rats display altered states of cellular proliferation within
the DG, in accordance with various time points during
the estrous cycle. Increases of cell proliferation were ob-
served in the DG during proestrus, when circulating
levels of estrogens were at their peak and subsequently
declined during estrus, when estrogens were at lower Bramble et al. Biology of Sex Differences (2019) 10:28 Bramble et al. Biology of Sex Differences (2019) 10:28 Page 6 of 10 Page 6 of 10 Page 6 of 10 levels [44]. However, if cellular proliferation is assessed
prior to the onset of the estrous cycle, it appears that
sex differences exist, showing a male bias increase in cel-
lular proliferation within the same brain region, as mea-
sured by BrdU labeling [45, 46]. These reviewed in vitro
applications (Table 1) have also drawn similar conclu-
sions, in at least cells isolated from embryonic stage SD
rats, where E2 alone can elicit increased cellular prolifer-
ation. Interestingly, these proliferation increases were
not seen in adult-isolated NSCs from the SVZ, which
may indicate that while estrogens elicit proliferation in
the DG, the same events may not occur within the SVZ. Additionally, the same strain of rat was not used for all
studies, and data indicates that cellular proliferation
within the DG is variable between strains [45], a factor
that
should
be
taken
into
consideration. In
vitro
evidence also supports that both doses of estrogen as
well as other modulators such as EGF and FGF contrib-
ute to the observed effects, as E2 in the presence of such
mitogens actually causes a reduction in proliferation. Similar outcomes have also been observed in proliferat-
ing cells within the DG, where E2 dosage was a contrib-
uting factor, as well as the presence of other variables,
such as progesterone, which essentially reverses the in-
creased proliferation effects of estrogen [47]. In vitro effects of androgenic compounds on NSCs
Androgen receptor expression However, as
noted, not all groups observed this difference in neuron/
glia outcome; those that did not detect a pro-neuronal
outcome as a result of estrogenic stimulation did detect
an increase in oligodendrocyte differentiation. The effects of androgens on NSC cellular proliferation
When both embryonic and rat aNSCs were cultured in the
presence of the androgen nandrolone (19-nortestosterone),
along with the mitogen EGF, proliferation was decreased
by 30% in eNSCs and 20% in aNSCs (Fig. 3a) (Table 2). However, if cultured in the absence of EGF with nandro-
lone, there was roughly a 7% increase in proliferation of
eNSCs, but this effect was not observed in adult female-
derived NSC populations (Fig. 3c). It was determined that
these alterations in proliferation were modulated in part by
androgen receptor action, as treatment with the AR antag-
onist flutamide quelled some, but not all of nandrolone’s Generally speaking, both the in vivo studies and in
vivo studies have drawn similar conclusions when asses-
sing the effects of estrogen stimulation on NSCs in cul-
ture or progenitor cells within the adult rodent brain. Bramble et al. Biology of Sex Differences (2019) 10:28 Page 7 of 10 Table 2 Summary of in vitro studies assessing androgenic effects on neural stem cells Table 2 Summary of in vitro studies assessing androgenic effects on neural stem cells Table 2 Summary of in vitro studies assessing androgenic effects on neural stem cells effects [53] (Fig. 3a) (Table 2). Again, the authors probed
for differences in various cell-cycle regulators that may be
responsible for proliferation changes as a result of andro-
gen exposure and determined that unlike their findings
using E2 [38], CDK P-21 was not upregulated as a result. As concluded by the group, despite similar proliferation
differences in response to E2 and nandrolone in the pres-
ence of EGF, the pathways responsible for such outcomes
appear to be modulated by different mechanisms of action. This demonstrates that the conversion of T into E2 via
aromatase can also modulate cellular proliferation in XY
but not XX cells, highlighting the fact that male and female
adult NSCs have differential response mechanisms when
exposed to specific hormones. These two studies indicate
that androgenic compounds can have significant effects on
NSC proliferation, albeit in opposite directions, perhaps
again revealing that NSCs isolated from different species
respond differently to stimulations by sex-steroid hor-
mones. In vitro effects of androgenic compounds on NSCs
Androgen receptor expression Cellular proliferation also appears to be increased
in human-derived XY neural stem cells (hNSCs), when
treated with the more potent androgen, dihydrotestoster-
one (DHT). The mechanism of action to increase prolifera-
tion in hNSCs is AR-dependent, and it was demonstrated
that when siRNA was used to ablate AR signaling, prolifer-
ation differences were not observed in the presence of
DHT [54]. It remains unclear if there are sex differences in
this hNSC response, as this particular study utilized only
the XY line for proliferation experimentation (Table 2). After measuring the effects of various concentration of
testosterone (T) on the proliferation of murine aNSCs,
Ransome et.al demonstrated that while 1 nM T did not
produce proliferative differences, 10 and 50 nM of T sig-
nificantly increased proliferation of XX and XY aNSCs,
even in the presence of both EGF and FGF-2 (Fig. 3a)
(Table 2). The increased proliferation as a result of T
exposure was determined to result from Erk phosphoryl-
ation induced by MEK-1, as sex hormone influences were
ablated in the presence of U0126, a MEK1 phosphorylation
inhibitor [30]. This particular study also found interesting
sex differences in how testosterone elicited these responses
in aNSCs. It was determined that while T induced prolifer-
ation in both sexes, XX aNSC growth was inhibited by flu-
tamide, but XY aNSCs were still capable of increased
proliferation even when AR was actively subdued [30]. The effects of androgen exposure on the transcriptome and
epigenome of NSCs Findings published by our group aimed to explain many
of the unanswered questions regarding the development
of the sex differences in the brain and the role of andro-
gens, mainly testosterone on such events. To model the
organization of the prenatal brain, we assessed the global
transcriptional and epigenetic changes that occur as a re-
sult of testosterone propionate (TP) exposure on murine
eNSCs. We determined that 20 nM of TP resulted in 2854
transcriptional differences on a XX background, and 792
gene transcript expression differences in XY eNSCs, using
a false discovery rate of 10% (FDR = 0.10) [32]. While TP
had more robust effects on a XX genetic background, 600
of these differentially expressed transcripts were mutually
shared between the XX and XY cells, indicating that there
are
both
sex-chromosome
independent
as
well
as
dependent effects of TP exposure on eNSCs gene tran-
scription (Table 2). Interestingly, it was recently shown
that the more potent form of testosterone, dihydrotestos-
terone (DHT), exposure on human-derived NSCs also
elicited differences in gene expression. Many of the
observed changes in transcription post-DHT exposure on
a human XY background were enriched in genes that have
been associated with autism spectrum disorders [54]. These changes in gene expression were ablated when AR
was inhibited, indicating that the observations were due to
direct androgen signaling. In addition to detecting gene
expression differences as a result of androgen exposure,
TP significantly reduced global levels of 5-methylcytosine
during active exposure, an epigenetic modification that
was apparently transmissible to daughter cells in the ab-
sence of androgen. Another epigenetic modification that
showed androgen sensitivity was acetylation levels of his-
tone tails, which were found to be modified in a sex-
dependent manner [32] (Table 2). Although additional
studies will be necessary to solidify these findings, these
data indicate that androgens not only have the capacity to Differentiation outcomes appear similar to those found
with estrogen stimulation, showing that androgenic
treatment can increase the ratio of neurons to glia dur-
ing cultured differentiation of embryonic rat NSCs and
adult murine NSCs from the SVZ (Fig. 3b). Despite in
vivo studies showing that androgen did not increase pro-
liferation in the DG, prolonged androgen exposure did
increase neurogenesis by enhancing the survival of
adult-born neurons within this region [55]. Conclusions Unlike studies involving estrogen stimulation on NSCs,
very few studies have demonstrated the effects of andro-
gens on the same cells. The limited evidence supports
that androgens can induce proliferation of embryonic rat
NSCs in the absence of growth mitogens; however, if
present in culture, androgen stimulation reduces prolif-
eration (Fig. 3a). This effect was not observed in adult-
isolated NSCs from the rat SVZ, indicating that andro-
gen stimulation on embryonic populations are markedly
different than when assayed using adult NSCs (Fig. 3a)
In vivo studies have also found that that androgenic
stimulation does not increase proliferation in the DG of
adult rats nor does there appear to be AR expression
within that region [55, 56]. This indicates that AR is
expressed and responsive to androgens within adult cells
isolated from the SVZ, however, not from other neuro-
genic niches such as the DG. The same also appears to
be true for NSCs isolated from the SVZ from the mouse,
where testosterone exposure can increase proliferation
in both XX and XY NSCs. The effects of androgens on NSC differentiation Like E2, it appears that androgens also have a
pro-neuronal influence during differentiation of embry-
onic NSCs from the rat and adult NSCs from the mouse. Due to lack of experimental evidence, it remains unclear
if the same differentiation outcome occurs in embryoni-
cally derived murine NSCs. The effects of androgens on NSC differentiation The groups that have assessed proliferative effects of tes-
tosterone on NSCs also addressed the role of androgens
on differential outcomes, post-NSC differentiation. If
nandrolone was present during a 5-day differentiation Fig. 3 a General trends for cellular proliferation outcomes when NSCs are treated with androgens and various growth factors. b General observed trends
for final cellular outcomes when NSCs are treated with androgenic stimulation during differentiation, highlighting indicates the cell types that were
preferentially favored post-treatment with androgenic compounds drogens and various growth factors. b General observed trends
rentiation highlighting indicates the cell types that were Fig. 3 a General trends for cellular proliferation outcomes when NSCs are treated with androgens and various growth factors. b General observed trends
for final cellular outcomes when NSCs are treated with androgenic stimulation during differentiation, highlighting indicates the cell types that were
preferentially favored post-treatment with androgenic compounds Bramble et al. Biology of Sex Differences (2019) 10:28 Page 8 of 10 greatly influence gene transcription, but also various
epigenetic modifications within murine eNSCs. process of rat eNSCs, the proportion of βIII tubulin-
expressing neurons was higher than GFAP-expressing
cells, an effect not seen in adult NSCs (Fig. 3b) (Table 2)
. This effect was ablated when flutamide was present, in-
dicating that this effect was modulated by androgens
binding AR [53]. The Ransome et.al study also showed
that the presence of 10 nM T during a 2-day murine
aNSC differentiation resulted in an increase of βIII
tubulin-positive cells, in both XX and XY lines [30]
(Fig. 3b). Like E2, it appears that androgens also have a
pro-neuronal influence during differentiation of embry-
onic NSCs from the rat and adult NSCs from the mouse. Due to lack of experimental evidence, it remains unclear
if the same differentiation outcome occurs in embryoni-
cally derived murine NSCs. process of rat eNSCs, the proportion of βIII tubulin-
expressing neurons was higher than GFAP-expressing
cells, an effect not seen in adult NSCs (Fig. 3b) (Table 2)
. This effect was ablated when flutamide was present, in-
dicating that this effect was modulated by androgens
binding AR [53]. The Ransome et.al study also showed
that the presence of 10 nM T during a 2-day murine
aNSC differentiation resulted in an increase of βIII
tubulin-positive cells, in both XX and XY lines [30]
(Fig. 3b). Competing interests
The authors declare that they have no competing interests. Competing interests
The authors declare that they have no competing interests. Competing interests
The authors declare that they have no competing interests. 24. Chen Z, Ye R, Goldman SA. Testosterone modulation of angiogenesis and
neurogenesis in the adult songbird brain. Neuroscience. 2013;239:139–48. Received: 3 January 2019 Accepted: 13 May 2019 Received: 3 January 2019 Accepted: 13 May 2019 Received: 3 January 2019 Accepted: 13 May 2019 25. Doupe AJ. Songbirds and adult neurogenesis: a new role for hormones. Proc Natl Acad Sci U S A. 1994;91(17):7836–8. Acknowledgements
Not applicable 16. Kornblum HI. Introduction to neural stem cells. Stroke. 2007;38(2 Suppl):810–6. 16. Kornblum HI. Introduction to neural stem cells. Stroke. 2007;38(2 Suppl):810–6 The effects of androgen exposure on the transcriptome and
epigenome of NSCs Our group’s
findings indicating that testosterone exposure can sig-
nificantly reduce DNA methylation and alter histone tail
acetylation within murine eNSCs indicate that andro-
genic exposure also has significant consequences on the
NSC epigenome. While in vivo findings have shown that testosterone
can alter DNA methylation [7] in gross brain regions,
our group showed that these effects are also observed in
cells at early time points of brain development. This
raises the possibility that early androgen exposure may
elicit significant developmental, as well as behavioral,
outcomes by reprogramming the epigenome of NSCs. These outcomes may contribute significantly to normal
male behavioral development, as XY rodents with in-
active AR (Tfm model) display reduced male-typical ag-
gressive and sexual behaviors in adulthood, despite
functional estrogen receptors [57]. Though still in the
very early stages, it is likely that deeper investigations
into the roles of estrogens and androgens on neural stem
cells will significantly improve our knowledge of sex
steroid hormone response on the embryonic and adult Bramble et al. Biology of Sex Differences (2019) 10:28 Bramble et al. Biology of Sex Differences Page 9 of 10 Page 9 of 10 brains. These future investigations will likely lead to a
more complete and comprehensive understanding of the
early mechanisms behind hormonal organization of the
mammalian brain and some of the factors that lead to
sex differences in neuro-psychiatric disease. 10. Bramble MS, Lipson A, Vashist N, Vilain E. Effects of chromosomal sex and
hormonal influences on shaping sex differences in brain and behavior:
lessons from cases of disorders of sex development. J Neurosci Res. 2017;
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testosterone on neuronal morphology and neuritic growth of fetal lamb
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Temple S. Adult SVZ stem cells lie in a vascular niche: a quantitative analysis
of niche cell-cell interactions. Cell Stem Cell. 2008;3(3):289–300. MSB and NV conceived, designed, and wrote the manuscript; EV oversaw the
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