Coupled changes between ruminating thoughts and resting-state brain networks during the transition into adulthood

Research output: Contribution to journalResearch articleContributedpeer-review

Contributors

  • Rocco Marchitelli - , Université Paris-Saclay (Author)
  • Marie Laure Paillère Martinot - , Université Paris-Saclay, Public Assistance - Paris Hospitals (Author)
  • Alain Trouvé - , Université Paris-Saclay (Author)
  • Tobias Banaschewski - , Heidelberg University  (Author)
  • Arun L.W. Bokde - , Trinity College Dublin (Author)
  • Sylvane Desrivières - , King's College London (KCL) (Author)
  • Herta Flor - , Heidelberg University , University of Mannheim (Author)
  • Hugh Garavan - , University of Vermont (Author)
  • Penny Gowland - , University of Nottingham (Author)
  • Andreas Heinz - , Charité – Universitätsmedizin Berlin (Author)
  • Rüdiger Brühl - , National Metrology Institute of Germany (PTB) (Author)
  • Frauke Nees - , Heidelberg University , University Hospital Schleswig-Holstein Campus Kiel (Author)
  • Dimitri Papadopoulos Orfanos - , Université Paris-Saclay (Author)
  • Tomáš Paus - , University of Montreal (Author)
  • Luise Poustka - , Heidelberg University  (Author)
  • Sarah Hohmann - , Heidelberg University  (Author)
  • Nathalie Holz - , Heidelberg University  (Author)
  • Nilakshi Vaidya - , Charité – Universitätsmedizin Berlin (Author)
  • Juliane H. Fröhner - , Department of Psychiatry and Psychotherapy (Author)
  • Michael N. Smolka - , Department of Psychiatry and Psychotherapy (Author)
  • Henrik Walter - , Charité – Universitätsmedizin Berlin (Author)
  • Robert Whelan - , Trinity College Dublin (Author)
  • Gunter Schumann - , Fudan University, Charité – Universitätsmedizin Berlin (Author)
  • Jean Luc Martinot - , Université Paris-Saclay, EPS Barthélémy Durand (Author)
  • Eric Artiges - , Université Paris-Saclay, EPS Barthélémy Durand (Author)

Abstract

Perseverative negative thoughts, known as rumination, might arise from emotional challenges and preclude mental health when transitioning into adulthood. Due to its multifaceted nature, rumination can take several ruminative response styles, that diverge in manifestations, severity, and mental health outcomes. Still, prospective ruminative phenotypes remain elusive insofar. Longitudinal study designs are ideal for stratifying ruminative response styles, especially with resting-state functional MRI whose setup naturally elicits people’s ruminative traits. Here, we considered self-rated questionnaires on rumination and psychopathology, along with resting-state functional MRI data in 595 individuals assessed at age 18 and 22 from the IMAGEN cohort. We conducted independent component analysis to characterize eight single static resting-state functional networks in each subject and session and furthermore conducted a dynamic analysis, tackling the time variations of functional networks during the entire scanning time. We then investigated their longitudinal mediation role between changes in three ruminative response styles (reflective pondering, brooding, and depressive rumination) and changes in internalizing and co-morbid externalizing symptoms. Four static and two dynamic networks longitudinally differentiated these ruminative styles and showed complemental sensitivity to internalizing and co-morbid externalizing symptoms. Among these networks, the right frontoparietal network covaried with all ruminative styles but did not play any mediation role towards psychopathology. The default mode, the salience, and the limbic networks prospectively stratified these ruminative styles, suggesting that maladaptive ruminative styles are associated with altered corticolimbic function. For static measures, only the salience network played a longitudinal causal role between brooding rumination and internalizing symptoms. Dynamic measures highlighted the default-mode mediation role between the other ruminative styles and co-morbid externalizing symptoms. In conclusion, we identified the ruminative styles’ psychometric and neural outcome specificities, supporting their translation into applied research on young adult mental healthcare.

Details

Original languageEnglish
Pages (from-to)3769-3778
Number of pages10
JournalMolecular psychiatry
Volume29
Issue number12
Publication statusPublished - Dec 2024
Peer-reviewedYes

External IDs

Scopus 85202488935
ORCID /0000-0002-8493-6396/work/175758534
ORCID /0000-0001-5398-5569/work/175768370

Keywords

Keywords

  • Humans, Female, Male, Magnetic Resonance Imaging/methods, Young Adult, Brain/physiology, Rumination, Cognitive/physiology, Adolescent, Longitudinal Studies, Adult, Thinking/physiology, Nerve Net/physiology, Depression/physiopathology, Rest/physiology, Brain Mapping/methods, Surveys and Questionnaires