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

BACKGROUND: Stress-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 co...

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Autores principales: Wackerhagen, Carolin, Veer, Ilya M, van Leeuwen, Judith M C, Reppmann, Zala, Riepenhausen, Antje, Bögemann, Sophie A, Mor, Netali, Puhlmann, Lara M C, Uściƚko, Aleksandra, Zerban, Matthias, Mituniewicz, Julian, Lerner, Avigail, Yuen, Kenneth S L, Köber, Göran, Marciniak, Marta A, Pooseh, Shakoor, Weermeijer, Jeroen, Arias-Vásquez, Alejandro, Binder, Harald, de Raedt, Walter, Kleim, Birgit, Myin-Germeys, Inez, Roelofs, Karin, Timmer, Jens, Tüscher, Oliver, Hendler, Talma, Kobylińska, Dorota, Hermans, Erno J, Kalisch, Raffael, Walter, Henrik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10354714/
https://www.ncbi.nlm.nih.gov/pubmed/37402143
http://dx.doi.org/10.2196/39817
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author Wackerhagen, Carolin
Veer, Ilya M
van Leeuwen, Judith M C
Reppmann, Zala
Riepenhausen, Antje
Bögemann, Sophie A
Mor, Netali
Puhlmann, Lara M C
Uściƚko, Aleksandra
Zerban, Matthias
Mituniewicz, Julian
Lerner, Avigail
Yuen, Kenneth S L
Köber, Göran
Marciniak, Marta A
Pooseh, Shakoor
Weermeijer, Jeroen
Arias-Vásquez, Alejandro
Binder, Harald
de Raedt, Walter
Kleim, Birgit
Myin-Germeys, Inez
Roelofs, Karin
Timmer, Jens
Tüscher, Oliver
Hendler, Talma
Kobylińska, Dorota
Hermans, Erno J
Kalisch, Raffael
Walter, Henrik
author_facet Wackerhagen, Carolin
Veer, Ilya M
van Leeuwen, Judith M C
Reppmann, Zala
Riepenhausen, Antje
Bögemann, Sophie A
Mor, Netali
Puhlmann, Lara M C
Uściƚko, Aleksandra
Zerban, Matthias
Mituniewicz, Julian
Lerner, Avigail
Yuen, Kenneth S L
Köber, Göran
Marciniak, Marta A
Pooseh, Shakoor
Weermeijer, Jeroen
Arias-Vásquez, Alejandro
Binder, Harald
de Raedt, Walter
Kleim, Birgit
Myin-Germeys, Inez
Roelofs, Karin
Timmer, Jens
Tüscher, Oliver
Hendler, Talma
Kobylińska, Dorota
Hermans, Erno J
Kalisch, Raffael
Walter, Henrik
author_sort Wackerhagen, Carolin
collection PubMed
description BACKGROUND: Stress-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. OBJECTIVE: This 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. METHODS: In 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. RESULTS: Participant 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. CONCLUSIONS: The 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
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spelling pubmed-103547142023-07-20 Dynamic Modelling of Mental Resilience in Young Adults: Protocol for a Longitudinal Observational Study (DynaM-OBS) Wackerhagen, Carolin Veer, Ilya M van Leeuwen, Judith M C Reppmann, Zala Riepenhausen, Antje Bögemann, Sophie A Mor, Netali Puhlmann, Lara M C Uściƚko, Aleksandra Zerban, Matthias Mituniewicz, Julian Lerner, Avigail Yuen, Kenneth S L Köber, Göran Marciniak, Marta A Pooseh, Shakoor Weermeijer, Jeroen Arias-Vásquez, Alejandro Binder, Harald de Raedt, Walter Kleim, Birgit Myin-Germeys, Inez Roelofs, Karin Timmer, Jens Tüscher, Oliver Hendler, Talma Kobylińska, Dorota Hermans, Erno J Kalisch, Raffael Walter, Henrik JMIR Res Protoc Protocol BACKGROUND: Stress-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. OBJECTIVE: This 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. METHODS: In 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. RESULTS: Participant 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. CONCLUSIONS: The 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 JMIR Publications 2023-07-04 /pmc/articles/PMC10354714/ /pubmed/37402143 http://dx.doi.org/10.2196/39817 Text en ©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, Julian Mituniewicz, Avigail Lerner, Kenneth S L Yuen, Göran Köber, Marta A Marciniak, Shakoor Pooseh, Jeroen Weermeijer, Alejandro Arias-Vásquez, Harald Binder, Walter de Raedt, Birgit Kleim, Inez Myin-Germeys, Karin Roelofs, Jens Timmer, Oliver Tüscher, Talma Hendler, Dorota Kobylińska, Erno J Hermans, Raffael Kalisch, Henrik Walter. Originally published in JMIR Research Protocols (https://www.researchprotocols.org), 04.07.2023. https://creativecommons.org/licenses/by/4.0/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 JMIR Research Protocols, is properly cited. The complete bibliographic information, a link to the original publication on https://www.researchprotocols.org, as well as this copyright and license information must be included.
spellingShingle Protocol
Wackerhagen, Carolin
Veer, Ilya M
van Leeuwen, Judith M C
Reppmann, Zala
Riepenhausen, Antje
Bögemann, Sophie A
Mor, Netali
Puhlmann, Lara M C
Uściƚko, Aleksandra
Zerban, Matthias
Mituniewicz, Julian
Lerner, Avigail
Yuen, Kenneth S L
Köber, Göran
Marciniak, Marta A
Pooseh, Shakoor
Weermeijer, Jeroen
Arias-Vásquez, Alejandro
Binder, Harald
de Raedt, Walter
Kleim, Birgit
Myin-Germeys, Inez
Roelofs, Karin
Timmer, Jens
Tüscher, Oliver
Hendler, Talma
Kobylińska, Dorota
Hermans, Erno J
Kalisch, Raffael
Walter, Henrik
Dynamic Modelling of Mental Resilience in Young Adults: Protocol for a Longitudinal Observational Study (DynaM-OBS)
title Dynamic Modelling of Mental Resilience in Young Adults: Protocol for a Longitudinal Observational Study (DynaM-OBS)
title_full Dynamic Modelling of Mental Resilience in Young Adults: Protocol for a Longitudinal Observational Study (DynaM-OBS)
title_fullStr Dynamic Modelling of Mental Resilience in Young Adults: Protocol for a Longitudinal Observational Study (DynaM-OBS)
title_full_unstemmed Dynamic Modelling of Mental Resilience in Young Adults: Protocol for a Longitudinal Observational Study (DynaM-OBS)
title_short Dynamic Modelling of Mental Resilience in Young Adults: Protocol for a Longitudinal Observational Study (DynaM-OBS)
title_sort dynamic modelling of mental resilience in young adults: protocol for a longitudinal observational study (dynam-obs)
topic Protocol
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10354714/
https://www.ncbi.nlm.nih.gov/pubmed/37402143
http://dx.doi.org/10.2196/39817
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