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Manual Participation Deception
RECRUITMENT
In total, 4.3% (294/6818) of randomized participants were identified as having engaged in manual participant deception during the entire recruitment period. As illustrated in Manual participant deception, bots, and actual recruitment throughout the study. CAPTCHA: Completely Automated Public Turing Test to Tell Compute...
PMC10540014
Discussion
PMC10540014
Overview
RECRUITMENT
This paper presents a case study on participant deception experienced throughout a remotely conducted large randomized controlled trial. Two types of participant deception were detected: automated bots and manual participant deception. Automated bots were identified based on clusters of enrollments very early in the mo...
PMC10540014
Recommendations
Based on our experiences, we have made 6 recommendations for other researchers for limiting bots and manual participant deception:Use CAPTCHAS.Use attention checks.Rigorous data management plan.Be cautious with mentioning financial compensation in web-based advertising.Consider the risk of introducing bias.Plan for the...
PMC10540014
Use CAPTCHAs (and Other Available Automated Security Protections)
Ensure there are safeguards against automated bots when creating a web-based survey, particularly if financial compensation is involved. We used a CAPTCHA, also recommended by other studies [
PMC10540014
Use Attention Checks
Consider adding attention-check questions to the survey, which we found helpful. Examples include requiring participants to select a particular response option to a question, or use duplicate questions with absolute answers such as date of birth, and programming the survey to automatically flag respondents not providin...
PMC10540014
Rigorous Data Management Plan
A detailed data management plan and data checking methods are important to protect the validity of data. It is a challenge for researchers to stay ahead of bots and manual participant deception and prevent them from completing surveys [
PMC10540014
Be Cautious With Mentioning Financial Compensation in Web-Based Advertising
Web-based advertising is often used in remote research to direct potential participants to surveys [However, advertising that financial compensation is available can invite participant deception, as in our case. A previous study investigated participation rates with and without financial incentives and reported that pa...
PMC10540014
Consider the Risk of Introducing Bias
Compromises are required to protect against participant deception while trying to avoid deterring genuine participants [
PMC10540014
Plan for the Additional Resources Required
RECRUITMENT
Consider the time and resources required for appropriate data management and the associated costs within project plans and funding applications, depending on the recruitment target and study length, as continuous monitoring and verification while data collection is ongoing is essential [
PMC10540014
Conclusions
Conducting research remotely has many advantages, but it is vulnerable to manual participant deception and automated bots posing as genuine participants, which can disrupt research and lead to low-quality data. At the outset of planning a remote study, we recommend using CAPTCHAs, using at least one attention check que...
PMC10540014
Abbreviations
Completely Automated Public Turing Test to Tell Computers and Humans ApartConsolidated Standards of Reporting TrialsNational Health Service
PMC10540014
Summary
PMC10754264
What is already known about this topic?
Nirmatrelvir/ritonavir (Paxlovid) is recommended for treatment of mild-to-moderate COVID-19 in adults at high risk for progression to severe COVID-19. Rebound in SARS-CoV-2 shedding or COVID-19 signs and symptoms has been described after nirmatrelvir/ritonavir treatment, although the drug’s direct contribution to rebou...
PMC10754264
What is added by this report?
death
Similar SARS-CoV-2 RNA rebound rates were observed in nirmatrelvir/ritonavir and placebo recipients in two randomized, double-blind, clinical trials. Virologic rebound after nirmatrelvir/ritonavir treatment was not associated with COVID-19–related hospitalization or death.
PMC10754264
What are the implications for public health practice?
SARS-CoV-2 RNA rebound can occur with or without nirmatrelvir/ritonavir treatment, supporting the Food and Drug Administration’s determination of safety and efficacy of nirmatrelvir/ritonavir in eligible patients at high risk for severe COVID-19.
PMC10754264
Abstract
death
COVID-19 REBOUND
Rebound of SARS-CoV-2 shedding or COVID-19 signs and symptoms has been described after treatment with nirmatrelvir/ritonavir (Paxlovid). The direct association of nirmatrelvir/ritonavir to COVID-19 rebound remains unclear because most reports are based on individual cases or nonrandomized studies. Viral RNA shedding da...
PMC10754264
Introduction
Nirmatrelvir/ritonavir (Paxlovid)
PMC10754264
Methods
PMC10754264
Data Sources
The authors conducted retrospective analyses of viral RNA shedding levels in nasopharyngeal samples from phase 2/3 clinical trials EPIC-HR and Evaluation of Protease Inhibition for COVID-19 in Standard-Risk Patients (EPIC-SR).Viral RNA levels were measured in nasopharyngeal swab samples collected by health care provide...
PMC10754264
Data Analyses
Subjects with posttreatment viral RNA rebound were identified based on an increase in viral RNA levels from day 5 to day 10 or day 14 (Exploratory statistical analyses were conducted using two-sided Fisher’s exact tests to provide nominal p-values, without multiplicity adjustments; p<0.05 was considered statistically s...
PMC10754264
Results
PMC10754264
SARS-CoV-2 RNA Rebound Rates
Demographic characteristics and predominant SARS-CoV-2 variants were similar between nirmatrelvir/ritonavir and placebo recipients within clinical trial EPIC-HR and within the 2021/pre-Omicron and 2022/Omicron periods of EPIC-SR (Supplementary Table,
PMC10754264
SARS-CoV-2 RNA Levels at Individual Timepoints
Across both trials, for all subjects irrespective of viral RNA rebound by any definition, a similar or higher percentage of nirmatrelvir/ritonavir recipients than placebo recipients had viral RNA below the lower limit of quantification (LLOQ) at all postbaseline visits, indicating nirmatrelvir/ritonavir treatment was n...
PMC10754264
Discussion
nirmatrelvir resistance-associated substitutions
VIRUS
Analyses of nasopharyngeal SARS-CoV-2 RNA levels from two randomized, double-blind, placebo-controlled trials that collectively enrolled approximately 3,000 subjects did not identify a consistent association between virologic rebound and nirmatrelvir/ritonavir treatment. One analysis from EPIC-HR indicated a statistica...
PMC10754264
Limitations
The findings in this report are subject to at least four limitations. First, rebound rates are highly dependent on analysis definitions and the types, frequency, and timing of sample collection. The described analyses used sensitive parameters (within limitations of available sampling timepoints) to identify viral RNA ...
PMC10754264
Implications for Public Health Practice
Data from randomized, double-blind clinical trials demonstrated similar rates of SARS-CoV-2 RNA rebound in nirmatrelvir/ritonavir and placebo recipients. These findings support FDA’s determination of safety and efficacy of nirmatrelvir/ritonavir in eligible patients at high risk for severe COVID-19.
PMC10754264
Acknowledgments
EMERGENCY
The nirmatrelvir/ritonavir sponsor (Pfizer) and the EPIC-HR and EPIC-SR study investigators and study volunteers; Glen Huang, Cristina Miglis, Barbara Styrt, and the Food and Drug Administration nirmatrelvir/ritonavir New Drug Application review team.Nirmatrelvir/ritonavir (Paxlovid) first became available in the Unite...
PMC10754264
References
PMC10754264
Subject terms
neuropsychiatric disorders, psychiatric, cognitive disorders
Selective serotonin reuptake inhibitors (SSRIs) are widely used for treating neuropsychiatric disorders. However, the exact mechanism of action and why effects can take several weeks to manifest is not clear. The hypothesis of neuroplasticity is supported by preclinical studies, but the evidence in humans is limited. H...
PMC10827655
Introduction
affective and anxiety-related disorders, heterogeneous syndrome, depressive disorder, MDD, depression, neuropsychiatric disorders
DYSFUNCTION
Drugs targeting the serotonin system, specifically the serotonin transporter, have long been the primary pharmacological treatment for affective and anxiety-related disorders [Despite years of research, the question of how inhibition of the serotonin transporter leads to symptom relief in neuropsychiatric conditions, r...
PMC10827655
Methods
PMC10827655
Study design
psychiatric
EVENTS, EPILEPSY, DISORDERS
The study was conducted in conjunction with a cross-sectional (i.e., single-scan), double-blinded, semi-randomized, placebo-controlled study (see Supplementary Fig SAll participants were recruited from a database of individuals who had expressed interest in participating in brain imaging studies. Following information ...
PMC10827655
MRI acquisition and preprocessing
All participants underwent MRI scans in a Siemens Magnetom Prisma 3 T scanner (Siemens AG, Erlangen, Germany) using a Siemens 32-channel head coil. Structural T1- and T2-weighted images were acquired (T1 protocol: Isotropic 0.9 × 0.9 × 0.9 mm
PMC10827655
PET acquisition
Radiosynthesis of [
PMC10827655
Arterial blood acquisition and analysis
For determination of the arterial input function, arterial blood samples were collected from a 20 G catheter which had been placed in the radial artery under local anesthesia. For the first 15 min of each scan, whole blood radioactivity was continuously measured (2-s intervals, flow = 8 mL/min) using an Allogg ABSS aut...
PMC10827655
PET image processing
All PET images were motion corrected using the AIR software with the reconcile command (Automated Image Registration, v. 5.2.5, LONI, UCLA,
PMC10827655
Kinetic modeling
Kinetic modelling of [In addition, as a complementary analysis, time-activity curves from the hippocampus and neocortex were fitted to the simplified reference tissue model 2 (SRTM2) to estimate the non-displaceable binding potential (
PMC10827655
Statistical analyses
SECONDARY, CORTEX, REGRESSIONS
The distributions of demographic variables and PET scan parameters were visually compared between the groups and formally tested with a Welch two-sample As a secondary analysis, we investigated if there was an effect on [Group means for [As exploratory analyses, we investigated the effects of escitalopram versus placeb...
PMC10827655
Results
PMC10827655
Primary analyses
There was no statistically significant difference in [
PMC10827655
Effects of escitalopram on SV2A density.
Comparison of [Including age, sex, and IQ as covariates did not reveal any significant group differences in the neocortex or the hippocampus (Supplementary Table Neocortical subregions and subcortical regions were not included in our a priori hypothesis; none of these regions showed significant differences in [
PMC10827655
Secondary analyses
PMC10827655
Effect of intervention duration on [
As the length of the intervention period ranged from 24 to 35 days for the escitalopram group, we investigated if longer exposure to escitalopram was associated with higher [
PMC10827655
Time-dependent effects of escitalopram on SV2A density.
Relationship between [When including age, sex, and IQ in the models, the effects of intervention duration in the escitalopram group were further strengthened: in the neocortex, the effect of intervention duration on [
PMC10827655
Effect s-escitalopram concentration on [
We also investigated the effect of participants’ s-escitalopram level on [
PMC10827655
Exploratory analyses
PMC10827655
Effects of escitalopram on hippocampus volume
The mean (SD) hippocampus volume was 4572 (389) mm
PMC10827655
Effects of escitalopram on cortical thickness
REGRESSION
Linear regression models with age and sex as covariates showed no difference in cortical thickness between the escitalopram group compared to the placebo group for the neocortical subregions (minimum
PMC10827655
Discussion
depression, psychiatric, neurodegenerative and, cocaine-use disorder
SECONDARY, DISORDERS
In this study, we examine the effects of the SSRI escitalopram on brain synaptic density in SSRI-naïve healthy volunteers, as indexed by SV2A density measured with [This positive association with escitalopram intervention duration suggests that a reason why we do not find a group difference in the primary analysis coul...
PMC10827655
Supplementary information
The online version contains supplementary material available at 10.1038/s41380-023-02285-8.
PMC10827655
Acknowledgements
Freddy
LARSEN, JENSEN
Assistance from Lone Freyr, Anna Søndergaard, Elisabeth Pedersen, Dorthe Givard, Peter Steen Jensen, Lucas Andreasen, Oliver Overgaard-Hansen, Caroline Lund, Ida Likaj, Anton Lund, Ida Møller Larsen, Christina Schulze, and Vibeke Jensen, is greatly acknowledged. The John and Birthe Meyer Foundation is gratefully acknow...
PMC10827655
Author contributions
DSS
RECRUITMENT
GMK and BJS conceptualized the study and designed the main study together with CL and DSS. BJS and GMK acquired funding for the study. AJ designed the PET experiments and data processing pipeline with input from CS, PPS, GMK, and SHK. SA was responsible for recruitment and MRI acquisition. AJ acquired the PET data with...
PMC10827655
Funding
Funding support was provided by the Danish Council for Independent Research (AJ, GMK), the Lundbeck Foundation (AJ, GMK, BJS, SA, CL), Rigshospitalet (AJ, GMK), and the Swedish Research Council (PPS). Open access funding provided by Royal Library, Copenhagen University Library.
PMC10827655
Data availability
Upon completion of the study, all data will be uploaded to the existing CIMBI Database [
PMC10827655
Code availability
The code generated and used in the production of this manuscript is available from the corresponding authors upon request.
PMC10827655
Competing interests
GMK has received honoraria as a speaker for Sage Biogen and H. Lundbeck, and is a consultant for Onsero, Pangea, and Gilgamesh, Abbvie, PureTechHealth. BJS consults for Cambridge Cognition and receives technology transfer fees from PopReach via Cambridge Enterprise. All other authors declare no competing interests. Fun...
PMC10827655
References
PMC10827655
Methods
Low active adults (n = 47) were randomly assigned to a home-based HIIT intervention or wait-list control lasting 12 weeks. Participants in the HIIT intervention received motivational phone sessions based on Self-Determination Theory and accessed a website that included workout instructions and videos demonstrating prop...
PMC9942957
Results
RECRUITMENT
The HIIT intervention appears feasible based on retention, recruitment, adherence to the counseling sessions, follow-up rates, and the consumer satisfaction survey. HIIT participants reported more minutes of vigorous intensity PA at six weeks relative to control (no differences at 12 weeks). HIIT participants reported ...
PMC9942957
Conclusions
This study provides evidence for feasibility and possible efficacy of a home-based HIIT intervention for vigorous intensity PA; however, additional studies are needed with larger samples sizes to confirm efficacy of home-based HIIT interventions.
PMC9942957
Trial registration
Clinical Trials Number:
PMC9942957
Data Availability
All relevant data are within the paper and its
PMC9942957
Introduction
stroke, depression, anxiety, sleep problems
STROKE, TYPE 2 DIABETES, CARDIOVASCULAR DISEASE, CHRONIC DISEASES
Physical activity (PA) is associated with numerous health benefits including the reduced risk of cardiovascular disease, type 2 diabetes, stroke, depression, anxiety, and sleep problems [Research indicates that vigorous intensity PA may be superior to moderate intensity PA for reducing the risk of chronic diseases such...
PMC9942957
Methods
PMC9942957
Overview of study
BLIND
This study was a randomized controlled single blind pilot study in which participant were recruited from August, 2018 to January, 2019 (assessments were completed by April, 2019). Participants (n = 47) were randomized 1:1 to either a home-based High Intensity Interval Training program (HIIT) or a wait-list control arm ...
PMC9942957
Participants
ideation, angina, stroke, psychosis, psychiatric, diabetes
MYOCARDIAL INFARCTION, STROKE, OSTEOARTHRITIS, CORONARY HEART DISEASE, DIABETES
Low active participants ages 18 years of age or older were recruited from the northern region of the United States through worksite emails. Eligibility criteria were assessed using a telephone-based interview. Exclusion criteria included the following: (1) Engaging in PA for more than 90 minutes each week; (2) lack of ...
PMC9942957
Measures
PMC9942957
Primary aim: Feasibility
RECRUITMENT
Feasibility will be assessed by examining acceptability and implementation. Level of acceptability will be based on attendance at the motivational phone sessions and the consumer satisfaction questionnaire (items were on a seven point Likert scale). Implementation will be based on recruitment and retention rates. Addit...
PMC9942957
Secondary dependent variables: PA minutes per week and psychosocial variables
PA minutes per week was assessed at baseline, six and 12 weeks based on a modified version of the 7-Day Physical Activity Recall Interview (PAR). The PAR is considered the gold standard for assessing PA via self-report [Social support for engaging in PA was measured using the 13-item Social Support for Physical Activit...
PMC9942957
Procedure
In response to the worksite emails, potential participants called, emailed, or texted a study line. A telephone screening interview, which was adapted from the 10-item Physical Activity Readiness Questionnaire [
PMC9942957
HIIT intervention
The HIIT intervention was a 12-week high intensity interval training workout that consisted of home-based HIIT sessions prescribed by the telephone counselor. The content of the HIIT sessions were determined based on exercises the participant could confidently engage in (e.g., regular push-ups vs. knee push-ups vs. wal...
PMC9942957
Summary of intervention component targeting psychosocial variables.
Note: Behavior Change Techniques from Abraham & Michie [Sessions were approximately 30 minutes total including a five minute warm-up, 20 minutes of HIIT, and a five minute cool-down. The sessions were progressively overloaded using bodyweight. For example, a participant may have started with pushups on their knees, whi...
PMC9942957
Data analysis
SECONDARY
Descriptive statistics were used to summarize baseline variables in the aggregate sample and t-tests and chi-squared tests were used to compare groups at baseline (as appropriate). Unadjusted means were reported over time by condition for each of the primary and secondary study outcomes.A series of generalized linear m...
PMC9942957
Results
Demographic information is summarized in
PMC9942957
Baseline characteristics by study arms.
Note: Age is reported as means with standard deviations in parentheses.
PMC9942957
Feasibility
RECRUITMENT
Recruitment is summarized in
PMC9942957
HIIT flow chart.
PMC9942957
Consumer satisfaction survey.
Note: Items were on a seven point Likert scale.
PMC9942957
Physical activity
Unadjusted PA minutes per week by study arm are reported in
PMC9942957
The effect of the HIIT on physical activity: Unadjusted effects.
Abbreviations: MVPA = Moderate to Vigorous Intensity Physical Activity. The above values are means. Standard deviations are in parentheses.
PMC9942957
Psychosocial variables
The effect of the HIIT intervention on several psychosocial variables is summarized in
PMC9942957
The effect of HIIT on psychosocial variables: Unadjusted effects.
Note: EFI = Exercise Feeling Inventory. The above values are means (standard deviations in parentheses).
PMC9942957
Affective responses to moderate vs. HIIT sessions
Sixty-five percent of the participants completed at least one moderate intensity session affect log and 83% completed at least one HIIT log during the intervention. Participants completed a mean number of 4.26 (SD = 4.65) moderate intensity logs and 6.09 (SD = 6.84) HIIT logs. Among the participants randomly assigned t...
PMC9942957
Discussion
RECRUITMENT
The home-based HIIT intervention appears feasible based on meeting the acceptability and implementation parameters. Specifically, we met our recruitment goal within the intended timeframe, which was to recruit 40 participants in six months. Our retention rate (98%) was higher than our 90% retention goal. We randomized ...
PMC9942957
Supporting information
PMC9942957
CONSORT 2010 checklist of information to include when reporting a randomised trial*.
(DOC)Click here for additional data file.(XLSX)Click here for additional data file.(DOCX)Click here for additional data file.
PMC9942957
References
PMC9942957
Keywords
Open access funding provided by Karolinska Institute.
PMC10435650
Background and Aims
arterial stiffness, bleeding, thrombus, airway inflammation
BLEEDING, THROMBUS, ARTERIAL STIFFNESS, OXIDATIVE STRESS, ENDOTHELIAL DYSFUNCTION
The electronic cigarette (EC) was introduced in 2003 as an alternative to traditional cigarette smoking. Over the years, the use of ECs has steadily increased across the world, especially among adolescents. This is partially due to major marketing efforts by the EC industry and e-liquid flavours especially targeting yo...
PMC10435650
Materials and Methods
PMC10435650
Study Design and Sample
infection
STASIS, INFECTION, BLOOD, CHRONIC DISEASE
Twenty-two healthy male and female occasional smokers or Swedish snus users (maximum 10 cigarettes or 10 pouches of snus per month) between 18 and 45 years of age were included in the study. Written informed consent was obtained at inclusion. The study design adhered to the 1975 Helsinki declaration and was approved by...
PMC10435650
T-TAS
thrombus
THROMBUS
Total-Thrombus-formation analysis system (T-TAS®. Fujimoro Kogyo Co., Ltd., Japan) evaluates thrombus formation in whole blood using a microchip flow chamber system that can simulate various venous or arterial blood flow conditions [Different shear rates simulate different flow conditions. For the PL chip, a flow rate ...
PMC10435650
Laser Speckle Contrast Imaging and Iontophoresis
SKIN
Skin microvascular function was evaluated through investigation of changes in skin perfusion, assessed by laser speckle contrast imaging (LSCI) in response to iontophoresis of vasoactive drugs at baseline and 30 min after exposure [
PMC10435650
Skin Temperature
SKIN
Skin temperature of the volar side of left forearm and distal phalange of the left fourth digit was recorded with an electronic thermistor (Exacon, Copenhagen, Denmark) at baseline and 30 min following exposure.
PMC10435650
Statistical Analysis
It was planned to include 22 subjects due to the risk of drop-out and technical problems. Statistical analysis was performed in SPSS 27.0.0.0 64-bit edition (IBM Corporation, NY, US) and GraphPad Prism 8.4.2. (GraphPaSoftware Inc., CA, US). All data sets were tested for normality with Shapiro–Wilk test. Normally distri...
PMC10435650
Results
Twenty-two healthy individuals, 15 females and 7 males, were included in the study and analysis. Data collection took place between September 2019 and January 2020. Mean age was 27 ± 7, BMI was 24 kg/m
PMC10435650
Skin Temperature, Heart Rate and Blood Pressure
Forearm skin temperature decreased significantly after exposure in both groups (Table Temperature and circulatory results before and after exposure to electronic cigarette aerosol with and without nicotineNicotineNon-nicotine30.1 ± 1.430.2 ± 1.129.2 ± 1.229.4 ± 1.2NicotineNon-nicotine28.0 (5.8)29.1 (5.0)24.4 (2.8)25.2 ...
PMC10435650
T-TAS
fibrin-rich thrombus
T-TAS measurement data are presented in Fig. Platelet and fibrin-rich thrombus formation following exposure to electronic cigarette aerosol with and without nicotine. Graphs show individual values and bars median values. P-values for Friedman’s test (exposure and time) are shown on the right side. P-values above the br...
PMC10435650
LSCI
LSCI data showing changes in skin microvascular reactivity following EC exposure are presented in Fig. Endothelial-dependent and independent skin microcirculation following exposure to electronic cigarette aerosol with and without nicotine. Basal skin flux before iontophoresis of ACh and SNP
PMC10435650