The Small World of Psychopathology

被引:368
作者
Borsboom, Denny [1 ]
Cramer, Angelique O. J. [1 ]
Schmittmann, Verena D. [1 ]
Epskamp, Sacha [1 ]
Waldorp, Lourens J. [1 ]
机构
[1] Univ Amsterdam, Dept Psychol, Amsterdam, Netherlands
来源
PLOS ONE | 2011年 / 6卷 / 11期
关键词
GENERALIZED ANXIETY DISORDER; MAJOR DEPRESSION; COMORBIDITY; PATTERNS; LIFE; COOCCURRENCE; PREVALENCE; MOOD;
D O I
10.1371/journal.pone.0027407
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Mental disorders are highly comorbid: people having one disorder are likely to have another as well. We explain empirical comorbidity patterns based on a network model of psychiatric symptoms, derived from an analysis of symptom overlap in the Diagnostic and Statistical Manual of Mental Disorders-IV (DSM-IV). Principal Findings: We show that a) half of the symptoms in the DSM-IV network are connected, b) the architecture of these connections conforms to a small world structure, featuring a high degree of clustering but a short average path length, and c) distances between disorders in this structure predict empirical comorbidity rates. Network simulations of Major Depressive Episode and Generalized Anxiety Disorder show that the model faithfully reproduces empirical population statistics for these disorders. Conclusions: In the network model, mental disorders are inherently complex. This explains the limited successes of genetic, neuroscientific, and etiological approaches to unravel their causes. We outline a psychosystems approach to investigate the structure and dynamics of mental disorders.
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页数:11
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