Evidence map›Paper›PMID 37402143›Full record

ArticleJMIR research protocols2023

Dynamic Modelling of Mental Resilience in Young Adults: Protocol for a Longitudinal Observational Study (DynaM-OBS).

Carolin Wackerhagen, Ilya M Veer, Judith M C van Leeuwen, Zala Reppmann, Antje Riepenhausen, Sophie A Bögemann, Netali Mor, Lara M C Puhlmann, Aleksandra Uściƚko, Matthias Zerban and 20 more

Open access · goldAbstract read
In one paragraph

Article in JMIR research protocols, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
2.7field-weighted citation impact, top 10% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

12 citing papers in PubMed, 14 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

30 authors at 10 institutions in 6 countries.

Carolin Wackerhagen *Research Division of Mind and Brain, Department of Psychiatry and Psychotherapy, Charité Campus Mitte, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.ORCID https://orcid.org/0000-0002-5689-3472
Ilya M Veer *Research Division of Mind and Brain, Department of Psychiatry and Psychotherapy, Charité Campus Mitte, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.ORCID https://orcid.org/0000-0002-6733-3593
Judith M C van Leeuwen *Donders Institute for Brain, Cognition, and Behaviour, Radboud University, Nijmegen, Netherlands.ORCID https://orcid.org/0000-0002-7750-1255
Zala Reppmann *Research Division of Mind and Brain, Department of Psychiatry and Psychotherapy, Charité Campus Mitte, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.ORCID https://orcid.org/0000-0001-8633-9651
Antje Riepenhausen *Research Division of Mind and Brain, Department of Psychiatry and Psychotherapy, Charité Campus Mitte, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.ORCID https://orcid.org/0000-0001-8749-5349
Sophie A BögemannDonders Institute for Brain, Cognition, and Behaviour, Radboud University, Nijmegen, Netherlands.ORCID https://orcid.org/0000-0001-9382-0769
Netali MorSagol Brain Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.ORCID https://orcid.org/0000-0002-3759-5680
Lara M C PuhlmannLeibniz Institute for Resilience Research, Mainz, Germany.ORCID https://orcid.org/0000-0002-0870-8770
Aleksandra UściƚkoFaculty of Psychology, University of Warsaw, Warsaw, Poland.ORCID https://orcid.org/0000-0002-0001-7190
Matthias ZerbanNeuroimaging Center, Focus Program Translational Neuroscience, Johannes Gutenberg University Medical Center, Mainz, Germany.ORCID https://orcid.org/0000-0002-2684-3271
Julian MituniewiczFaculty of Psychology, University of Warsaw, Warsaw, Poland.ORCID https://orcid.org/0000-0002-9717-5784
Avigail LernerSagol Brain Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.ORCID https://orcid.org/0009-0003-0081-5912
Kenneth S L YuenLeibniz Institute for Resilience Research, Mainz, Germany.ORCID https://orcid.org/0000-0002-9465-9070
Göran KöberInstitute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany.ORCID https://orcid.org/0000-0001-7038-0860
Marta A MarciniakDivision of Experimental Psychopathology and Psychotherapy, Department of Psychology, University of Zurich, Zurich, Switzerland.ORCID https://orcid.org/0000-0003-4301-3269
Shakoor PoosehFreiburg Center for Data Analysis and Modelling, University of Freiburg, Freiburg, Germany.ORCID https://orcid.org/0000-0002-5441-9507
Jeroen WeermeijerCenter for Contextual Psychiatry, Department of Neurosciences, Katholieke Universiteit Leuven, Leuven, Belgium.ORCID https://orcid.org/0000-0002-6288-795X
Alejandro Arias-VásquezDonders Institute for Brain, Cognition, and Behaviour, Radboud University, Nijmegen, Netherlands.ORCID https://orcid.org/0000-0002-4786-0169
Harald BinderInstitute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany.ORCID https://orcid.org/0000-0002-5666-8662
Walter de RaedtStichting imec Nederland, Holst Centre, Eindhoven, Netherlands.ORCID https://orcid.org/0000-0002-7117-7976
Birgit KleimDivision of Experimental Psychopathology and Psychotherapy, Department of Psychology, University of Zurich, Zurich, Switzerland.ORCID https://orcid.org/0000-0001-9114-2917
Inez Myin-GermeysCenter for Contextual Psychiatry, Department of Neurosciences, Katholieke Universiteit Leuven, Leuven, Belgium.ORCID https://orcid.org/0000-0002-3731-4930
Karin RoelofsDonders Institute for Brain, Cognition, and Behaviour, Radboud University, Nijmegen, Netherlands.ORCID https://orcid.org/0000-0002-8863-8978
Jens TimmerFreiburg Center for Data Analysis and Modelling, University of Freiburg, Freiburg, Germany.ORCID https://orcid.org/0000-0003-4517-1383
Oliver TüscherLeibniz Institute for Resilience Research, Mainz, Germany.ORCID https://orcid.org/0000-0002-4023-5301
Talma Hendler *Sagol Brain Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, Israel.ORCID https://orcid.org/0000-0002-4182-4335
Dorota Kobylińska *Faculty of Psychology, University of Warsaw, Warsaw, Poland.ORCID https://orcid.org/0000-0003-0184-2595
Erno J Hermans *Donders Institute for Brain, Cognition, and Behaviour, Radboud University, Nijmegen, Netherlands.ORCID https://orcid.org/0000-0003-1339-8639
Raffael Kalisch *Leibniz Institute for Resilience Research, Mainz, Germany.ORCID https://orcid.org/0000-0002-9503-7601
Henrik Walter *Research Division of Mind and Brain, Department of Psychiatry and Psychotherapy, Charité Campus Mitte, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.ORCID https://orcid.org/0000-0002-9403-6121
Humboldt-Universität zu Berlin · DERadboud University Nijmegen · NLJohannes Gutenberg University Mainz · DEUniversity of Freiburg · DETel Aviv University · ILUniversity of Warsaw · PLKU Leuven · BEUniversity of Zurich · CHHolst Centre (Netherlands) · NLLeibniz Institute for Resilience Research · DE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundStress-related mental disorders are highly prevalent and pose a substantial burden on individuals and society. Improving strategies for the prevention and treatment of mental disorders requires a better understanding of their risk and resilience factors. This multicenter study aims to contribute to this endeavor by investigating psychological resilience in healthy but susceptible young adults over 9 months. Resilience is conceptualized in this study as the maintenance of mental health or quick recovery from mental health perturbations upon exposure to stressors, assessed longitudinally via frequent monitoring of stressors and mental health.

objectiveThis study aims to investigate the factors predicting mental resilience and adaptive processes and mechanisms contributing to mental resilience and to provide a methodological and evidence-based framework for later intervention studies.

methodsIn a multicenter setting, across 5 research sites, a sample with a total target size of 250 young male and female adults was assessed longitudinally over 9 months. Participants were included if they reported at least 3 past stressful life events and an elevated level of (internalizing) mental health problems but were not presently affected by any mental disorder other than mild depression. At baseline, sociodemographic, psychological, neuropsychological, structural, and functional brain imaging; salivary cortisol and α-amylase levels; and cardiovascular data were acquired. In a 6-month longitudinal phase 1, stressor exposure, mental health problems, and perceived positive appraisal were monitored biweekly in a web-based environment, while ecological momentary assessments and ecological physiological assessments took place once per month for 1 week, using mobile phones and wristbands. In a subsequent 3-month longitudinal phase 2, web-based monitoring was reduced to once a month, and psychological resilience and risk factors were assessed again at the end of the 9-month period. In addition, samples for genetic, epigenetic, and microbiome analyses were collected at baseline and at months 3 and 6. As an approximation of resilience, an individual stressor reactivity score will be calculated. Using regularized regression methods, network modeling, ordinary differential equations, landmarking methods, and neural net-based methods for imputation and dimension reduction, we will identify the predictors and mechanisms of stressor reactivity and thus be able to identify resilience factors and mechanisms that facilitate adaptation to stressors.

resultsParticipant inclusion began in October 2020, and data acquisition was completed in June 2022. A total of 249 participants were assessed at baseline, 209 finished longitudinal phase 1, and 153 finished longitudinal phase 2.

conclusionsThe Dynamic Modelling of Resilience-Observational Study provides a methodological framework and data set to identify predictors and mechanisms of mental resilience, which are intended to serve as an empirical foundation for future intervention studies. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/39817.

Indexed as

ecological momentary assessmentlongitudinalmental healthmobile phoneneuroimagingprospectiveresilienceresilience factorsstressstress disordersstressor reactivity

Identifiers

PMID37402143
PMCPMC10354714
OpenAlexW4312454005

What OpenQuestion holds

Textmetadata
LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.