A new science of mental disorders: Using personalised, transdiagnostic, dynamical systems to understand, model, diagnose and treat psychopathology

被引:101
作者
Roefs, Anne [1 ,5 ]
Fried, Eiko I. [2 ]
Kindt, Merel [3 ]
Martijn, Carolien [1 ]
Elzinga, Bernet [2 ]
Evers, Andrea W. M. [4 ]
Wiers, Reinout W. [3 ]
Borsboom, Denny [3 ]
Jansen, Anita [1 ]
机构
[1] Maastricht Univ, Dept Clin Psychol Sci, Maastricht, Netherlands
[2] Leiden Univ, Clin Psychol Unit, Leiden, Netherlands
[3] Univ Amsterdam, Dept Psychol, Amsterdam, Netherlands
[4] Leiden Univ, Hlth Med & Neuropsychol Unit, Leiden, Netherlands
[5] Maastricht Univ, Fac Psychol & Neurosci, Dept Clin Psychol Sci, POB 616, NL-6200 MD Maastricht, Netherlands
基金
荷兰研究理事会;
关键词
Mental disorders; Network approach; Transdiagnostic processes; Comorbidity; Network diagnosis; Network intervention; EARLY-WARNING SIGNALS; CRITICAL SLOWING-DOWN; DOMAIN CRITERIA RDOC; NETWORK ANALYSIS; PARADIGM SHIFT; ANXIETY; DEPRESSION; CLASSIFICATION; COMORBIDITY; PERSPECTIVE;
D O I
10.1016/j.brat.2022.104096
中图分类号
B849 [应用心理学];
学科分类号
040203 ;
摘要
The core ideas of a 10-year research program 'New Science of Mental Disorders' are outlined. This research program moves away from the disorder-based 'one-model-fits-all' approach to treating mental disorders, and adopts the network approach to psychopathology as its foundation of research. Its core assumption is that dynamically interacting symptoms constitute the disorder. Our goal is to further develop the network approach by studying (1) dynamic networks of symptoms and other variables (i.e., elements) in a large number of individuals with a wide range of mental disorders from a transdiagnostic perspective (network-based diagnosis; mapping), including both Ecological Momentary Assessment (EMA) and digital phenotyping, (2) the transdiagnostic mechanisms reflecting potential causal relations among elements of the networks by performing experimental (pre-)clinical studies (zooming), and (3) the effectiveness of personalised network-informed interventions (tar-geting). Challenges to overcome in this research program are discussed, which relate to data collection (e.g., selection of EMA variables) and data analyses (e.g., power considerations), the development and application of network-informed diagnoses and network-informed interventions (e.g., what characteristic(s) of the network to target in interventions), and the implementation in clinical practice (e.g., train therapists in the use of networks in therapy).
引用
收藏
页数:10
相关论文
共 105 条
[61]   Intervening into mechanisms: Prospects and challenges [J].
Kaestner, Lena ;
Andersen, Lise Marie .
PHILOSOPHY COMPASS, 2018, 13 (11)
[62]   Prevalence, severity, and comorbidity of 12-month DSM-IV disorders in the National Comorbidity Survey Replication [J].
Kessler, RC ;
Chiu, WT ;
Demler, O ;
Walters, EE .
ARCHIVES OF GENERAL PSYCHIATRY, 2005, 62 (06) :617-627
[63]   The Hierarchical Structure of Common Mental Disorders: Connecting Multiple Levels of Comorbidity, Bifactor Models, and Predictive Validity [J].
Kim, Hyunsik ;
Eaton, Nicholas R. .
JOURNAL OF ABNORMAL PSYCHOLOGY, 2015, 124 (04) :1064-1078
[64]   A behavioural neuroscience perspective on the aetiology and treatment of anxiety disorders [J].
Kindt, Merel .
BEHAVIOUR RESEARCH AND THERAPY, 2014, 62 :24-36
[65]   A paradigm shift in psychiatric classification: the Hierarchical Taxonomy Of Psychopathology (HiTOP) [J].
Kotov, Roman ;
Krueger, Robert F. ;
Watson, David .
WORLD PSYCHIATRY, 2018, 17 (01) :24-25
[66]  
Layard R., 2015, Thrive: The Power of Psychological Therapy
[67]   Longitudinal and personalized networks of eating disorder cognitions and behaviors: Targets for precision intervention a proof of concept study [J].
Levinson, Cheri A. ;
Vanzhula, Irina ;
Brosof, Leigh C. .
INTERNATIONAL JOURNAL OF EATING DISORDERS, 2018, 51 (11) :1233-1243
[68]   Social anxiety and eating disorder comorbidity and underlying vulnerabilities: Using network analysis to conceptualize comorbidity [J].
Levinson, Cheri A. ;
Brosof, Leigh C. ;
Vanzhula, Irina ;
Christian, Caroline ;
Jones, Payton ;
Rodebaugh, Thomas L. ;
Langer, Julia K. ;
White, Emily K. ;
Warren, Cortney ;
Weeks, Justin W. ;
Menatti, Andrew ;
Lim, Michelle H. ;
Fernandez, Katya C. .
INTERNATIONAL JOURNAL OF EATING DISORDERS, 2018, 51 (07) :693-709
[69]   The Research Domain Criteria (RDoC): An analysis of methodological and conceptual challenges [J].
Lilienfeld, Scott O. .
BEHAVIOUR RESEARCH AND THERAPY, 2014, 62 :129-139
[70]   The Mental Health Ecosystem: Extending Symptom Networks With Risk and Protective Factors [J].
Lunansky, Gabriela ;
van Borkulo, Claudia D. ;
Haslbeck, Jonas M. B. ;
van der Linden, Max A. ;
Garay, Cristian J. ;
Etchevers, Martin J. ;
Borsboom, Denny .
FRONTIERS IN PSYCHIATRY, 2021, 12