Literature DB >> 24324144

Critical slowing down as early warning for the onset and termination of depression.

Ingrid A van de Leemput1, Marieke Wichers, Angélique O J Cramer, Denny Borsboom, Francis Tuerlinckx, Peter Kuppens, Egbert H van Nes, Wolfgang Viechtbauer, Erik J Giltay, Steven H Aggen, Catherine Derom, Nele Jacobs, Kenneth S Kendler, Han L J van der Maas, Michael C Neale, Frenk Peeters, Evert Thiery, Peter Zachar, Marten Scheffer.   

Abstract

About 17% of humanity goes through an episode of major depression at some point in their lifetime. Despite the enormous societal costs of this incapacitating disorder, it is largely unknown how the likelihood of falling into a depressive episode can be assessed. Here, we show for a large group of healthy individuals and patients that the probability of an upcoming shift between a depressed and a normal state is related to elevated temporal autocorrelation, variance, and correlation between emotions in fluctuations of autorecorded emotions. These are indicators of the general phenomenon of critical slowing down, which is expected to occur when a system approaches a tipping point. Our results support the hypothesis that mood may have alternative stable states separated by tipping points, and suggest an approach for assessing the likelihood of transitions into and out of depression.

Entities:  

Keywords:  critical transitions; early warning signals; experience sampling method; positive feedback

Mesh:

Year:  2013        PMID: 24324144      PMCID: PMC3890822          DOI: 10.1073/pnas.1312114110

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  44 in total

1.  Large species shifts triggered by small forces.

Authors:  Egbert H van Nes; Marten Scheffer
Journal:  Am Nat       Date:  2004-06-24       Impact factor: 3.926

2.  Early warning signals of extinction in deteriorating environments.

Authors:  John M Drake; Blaine D Griffen
Journal:  Nature       Date:  2010-09-08       Impact factor: 49.962

3.  Early warnings of regime shifts: a whole-ecosystem experiment.

Authors:  S R Carpenter; J J Cole; M L Pace; R Batt; W A Brock; T Cline; J Coloso; J R Hodgson; J F Kitchell; D A Seekell; L Smith; B Weidel
Journal:  Science       Date:  2011-04-28       Impact factor: 47.728

Review 4.  Network analysis: an integrative approach to the structure of psychopathology.

Authors:  Denny Borsboom; Angélique O J Cramer
Journal:  Annu Rev Clin Psychol       Date:  2013       Impact factor: 18.561

5.  Perceived causal relations: novel methodology for assessing client attributions about causal associations between variables including symptoms and functional impairment.

Authors:  Paul A Frewen; Samantha L Allen; Ruth A Lanius; Richard W J Neufeld
Journal:  Assessment       Date:  2011-08-23

6.  Is depression best viewed as a continuum or discrete category? A taxometric analysis of childhood and adolescent depression in a population-based sample.

Authors:  Benjamin L Hankin; R Chris Fraley; Benjamin B Lahey; Irwin D Waldman
Journal:  J Abnorm Psychol       Date:  2005-02

7.  Association of different adverse life events with distinct patterns of depressive symptoms.

Authors:  Matthew C Keller; Michael C Neale; Kenneth S Kendler
Journal:  Am J Psychiatry       Date:  2007-10       Impact factor: 18.112

8.  Dynamic systems theory as a paradigm for the study of change in psychotherapy: an application to cognitive therapy for depression.

Authors:  A M Hayes; J L Strauss
Journal:  J Consult Clin Psychol       Date:  1998-12

9.  Clinical psychologists' theory-based representations of mental disorders predict their diagnostic reasoning and memory.

Authors:  Nancy S Kim; Woo-kyoung Ahn
Journal:  J Exp Psychol Gen       Date:  2002-12

10.  Detecting early-warning signals for sudden deterioration of complex diseases by dynamical network biomarkers.

Authors:  Luonan Chen; Rui Liu; Zhi-Ping Liu; Meiyi Li; Kazuyuki Aihara
Journal:  Sci Rep       Date:  2012-03-29       Impact factor: 4.379

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  123 in total

Review 1.  Depression as a systemic syndrome: mapping the feedback loops of major depressive disorder.

Authors:  A K Wittenborn; H Rahmandad; J Rick; N Hosseinichimeh
Journal:  Psychol Med       Date:  2015-12-01       Impact factor: 7.723

2.  Mining Social Media Data for Biomedical Signals and Health-Related Behavior.

Authors:  Rion Brattig Correia; Ian B Wood; Johan Bollen; Luis M Rocha
Journal:  Annu Rev Biomed Data Sci       Date:  2020-05-04

3.  Beyond the "at risk mental state" concept: transitioning to transdiagnostic psychiatry.

Authors:  Patrick D McGorry; Jessica A Hartmann; Rachael Spooner; Barnaby Nelson
Journal:  World Psychiatry       Date:  2018-06       Impact factor: 49.548

4.  The network approach to psychopathology: a review of the literature 2008-2018 and an agenda for future research.

Authors:  Donald J Robinaugh; Ria H A Hoekstra; Emma R Toner; Denny Borsboom
Journal:  Psychol Med       Date:  2019-12-26       Impact factor: 7.723

5.  What kind of thing is depression?

Authors:  P de Jonge; K J Wardenaar; M Wichers
Journal:  Epidemiol Psychiatr Sci       Date:  2015-04-13       Impact factor: 6.892

6.  Complex affect dynamics add limited information to the prediction of psychological well-being.

Authors:  Egon Dejonckheere; Merijn Mestdagh; Marlies Houben; Isa Rutten; Laura Sels; Peter Kuppens; Francis Tuerlinckx
Journal:  Nat Hum Behav       Date:  2019-04-15

Review 7.  Dispositional negativity: An integrative psychological and neurobiological perspective.

Authors:  Alexander J Shackman; Do P M Tromp; Melissa D Stockbridge; Claire M Kaplan; Rachael M Tillman; Andrew S Fox
Journal:  Psychol Bull       Date:  2016-10-10       Impact factor: 17.737

8.  Experience sampling methodology in mental health research: new insights and technical developments.

Authors:  Inez Myin-Germeys; Zuzana Kasanova; Thomas Vaessen; Hugo Vachon; Olivia Kirtley; Wolfgang Viechtbauer; Ulrich Reininghaus
Journal:  World Psychiatry       Date:  2018-06       Impact factor: 49.548

9.  Heightened extended amygdala metabolism following threat characterizes the early phenotypic risk to develop anxiety-related psychopathology.

Authors:  A J Shackman; A S Fox; J A Oler; S E Shelton; T R Oakes; R J Davidson; N H Kalin
Journal:  Mol Psychiatry       Date:  2016-08-30       Impact factor: 15.992

Review 10.  A Complex Network Perspective on Clinical Science.

Authors:  Stefan G Hofmann; Joshua Curtiss; Richard J McNally
Journal:  Perspect Psychol Sci       Date:  2016-09
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