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The association of impulsivity with depression and anxiety symptoms: A transdiagnostic network analysis and replication.
- Source :
-
Journal of affective disorders [J Affect Disord] 2024 Aug 15; Vol. 359, pp. 100-108. Date of Electronic Publication: 2024 May 19. - Publication Year :
- 2024
-
Abstract
- Background: Impulsivity increases the risk for depression and anxiety. However, the granular pathways among them remain unknown. A network approach that moves from disorder-level analysis to symptom-level analysis can provide further understanding of psychopathological mechanisms. In this study, we examined the network structure of impulsivity and separate and comorbid symptoms of depression and anxiety.<br />Methods: Regularized partial-correlation networks were estimated using cross-sectional data from 1047 Chinese participants aged 18-26 years (main dataset, mean age = 21.45 ± 2.01 years) and 325 Chinese participants aged 18-36 years (an independent replication dataset, mean age = 21.49 ± 3.73 years), including impulsivity-depression, impulsivity-anxiety, and impulsivity-depression-anxiety networks. The datasets were collected from 1 June 2023 to 4 August 2023 and from 27 April 2022 to 16 May 2022, respectively. Impulsivity, depression, and anxiety were assessed using Barratt Impulsiveness Scale Version 11, Patient Health Questionnaire-9, and Generalized Anxiety Disorder-7, respectively. Bridge centrality was analyzed, and a network comparison test (NCT) was conducted to investigate the differences between the main dataset and replication dataset.<br />Results: The motor impulsivity dimension was revealed to be closely connected with individual symptoms of depression and anxiety regardless of whether they were in separate disorder forms or comorbid forms. In all the networks, motor impulsivity was the most important bridge node. The NCT showed comparable network connectivity and network structure between the main and replication datasets.<br />Limitations: The use of cross-sectional data limited the inferences about the direction of causality between variables.<br />Conclusions: These findings elucidate the psychopathological mechanisms underlying how impulsivity functions within depression, anxiety, and comorbidity and support that motor impulsivity is an important risk factor across different mental disorders and is responsible for comorbidity. The implications of these findings are discussed.<br />Competing Interests: Declaration of competing interest None.<br /> (Copyright © 2024 Elsevier B.V. All rights reserved.)
- Subjects :
- Humans
Female
Male
Adult
Young Adult
Cross-Sectional Studies
Adolescent
Anxiety Disorders epidemiology
Anxiety Disorders psychology
Anxiety Disorders physiopathology
Comorbidity
China epidemiology
Psychiatric Status Rating Scales
Impulsive Behavior physiology
Depression epidemiology
Depression psychology
Anxiety epidemiology
Anxiety psychology
Subjects
Details
- Language :
- English
- ISSN :
- 1573-2517
- Volume :
- 359
- Database :
- MEDLINE
- Journal :
- Journal of affective disorders
- Publication Type :
- Academic Journal
- Accession number :
- 38772504
- Full Text :
- https://doi.org/10.1016/j.jad.2024.05.076