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Dynamic effective connectivity among large‐scale brain networks mediates risk of anxiety

Anxiety is characterized by altered brain networks. Directional information flows among dynamic brain networks concerning neuropathogenesis of anxiety have not yet been investigated. The role of directional influences between networks in gene–environment effects on anxiety remains to be further eluc...

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Autores principales: Tian, Tian, Liu, Dong, Zhang, Guiling, Wang, Jian, Wan, Changhua, Fang, Jicheng, Wu, Di, Zhou, Yiran, Qin, Yuanyuan, Zhu, Hongquan, Li, Yuanhao, Liu, Chengxia, Zhang, Jiaxuan, Li, Jia, Zhu, Wenzhen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10203788/
https://www.ncbi.nlm.nih.gov/pubmed/37042391
http://dx.doi.org/10.1002/hbm.26308
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author Tian, Tian
Liu, Dong
Zhang, Guiling
Wang, Jian
Wan, Changhua
Fang, Jicheng
Wu, Di
Zhou, Yiran
Qin, Yuanyuan
Zhu, Hongquan
Li, Yuanhao
Liu, Chengxia
Zhang, Jiaxuan
Li, Jia
Zhu, Wenzhen
author_facet Tian, Tian
Liu, Dong
Zhang, Guiling
Wang, Jian
Wan, Changhua
Fang, Jicheng
Wu, Di
Zhou, Yiran
Qin, Yuanyuan
Zhu, Hongquan
Li, Yuanhao
Liu, Chengxia
Zhang, Jiaxuan
Li, Jia
Zhu, Wenzhen
author_sort Tian, Tian
collection PubMed
description Anxiety is characterized by altered brain networks. Directional information flows among dynamic brain networks concerning neuropathogenesis of anxiety have not yet been investigated. The role of directional influences between networks in gene–environment effects on anxiety remains to be further elucidated. In a large community sample, this resting‐state functional MRI study estimated dynamic effective connectivity among large‐scale brain networks based on a sliding‐window approach and Granger causality analysis, providing dynamic and directional information for signal transmission in networks. We first explored altered effective connectivity among networks related to anxiety in distinct connectivity states. Due to the potential gene–environment effects on brain and anxiety, we further performed mediation and moderated mediation analyses to investigate the role of altered effective connectivity networks in relationships between polygenic risk scores, childhood trauma, and anxiety. State and trait anxiety scores showed correlations with altered effective connectivity among extensive networks in distinct connectivity states (p < .05, uncorrected). Only in a more frequent and strongly connected state, there were significant correlations between altered effective connectivity networks and trait anxiety (P ( FDR ) <0.05). Furthermore, mediation and moderated mediation analyses showed that the effective connectivity networks played a mediating role in the effects of childhood trauma and polygenic risk on trait anxiety. State‐dependent effective connectivity changes among brain networks were significantly related to trait anxiety, and mediated gene–environment effects on trait anxiety. Our work sheds novel light on the neurobiological mechanisms underlying anxiety, and provides new insights into early objective diagnosis and intervention evaluation.
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spelling pubmed-102037882023-05-24 Dynamic effective connectivity among large‐scale brain networks mediates risk of anxiety Tian, Tian Liu, Dong Zhang, Guiling Wang, Jian Wan, Changhua Fang, Jicheng Wu, Di Zhou, Yiran Qin, Yuanyuan Zhu, Hongquan Li, Yuanhao Liu, Chengxia Zhang, Jiaxuan Li, Jia Zhu, Wenzhen Hum Brain Mapp Research Articles Anxiety is characterized by altered brain networks. Directional information flows among dynamic brain networks concerning neuropathogenesis of anxiety have not yet been investigated. The role of directional influences between networks in gene–environment effects on anxiety remains to be further elucidated. In a large community sample, this resting‐state functional MRI study estimated dynamic effective connectivity among large‐scale brain networks based on a sliding‐window approach and Granger causality analysis, providing dynamic and directional information for signal transmission in networks. We first explored altered effective connectivity among networks related to anxiety in distinct connectivity states. Due to the potential gene–environment effects on brain and anxiety, we further performed mediation and moderated mediation analyses to investigate the role of altered effective connectivity networks in relationships between polygenic risk scores, childhood trauma, and anxiety. State and trait anxiety scores showed correlations with altered effective connectivity among extensive networks in distinct connectivity states (p < .05, uncorrected). Only in a more frequent and strongly connected state, there were significant correlations between altered effective connectivity networks and trait anxiety (P ( FDR ) <0.05). Furthermore, mediation and moderated mediation analyses showed that the effective connectivity networks played a mediating role in the effects of childhood trauma and polygenic risk on trait anxiety. State‐dependent effective connectivity changes among brain networks were significantly related to trait anxiety, and mediated gene–environment effects on trait anxiety. Our work sheds novel light on the neurobiological mechanisms underlying anxiety, and provides new insights into early objective diagnosis and intervention evaluation. John Wiley & Sons, Inc. 2023-04-12 /pmc/articles/PMC10203788/ /pubmed/37042391 http://dx.doi.org/10.1002/hbm.26308 Text en © 2023 The Authors. Human Brain Mapping published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Research Articles
Tian, Tian
Liu, Dong
Zhang, Guiling
Wang, Jian
Wan, Changhua
Fang, Jicheng
Wu, Di
Zhou, Yiran
Qin, Yuanyuan
Zhu, Hongquan
Li, Yuanhao
Liu, Chengxia
Zhang, Jiaxuan
Li, Jia
Zhu, Wenzhen
Dynamic effective connectivity among large‐scale brain networks mediates risk of anxiety
title Dynamic effective connectivity among large‐scale brain networks mediates risk of anxiety
title_full Dynamic effective connectivity among large‐scale brain networks mediates risk of anxiety
title_fullStr Dynamic effective connectivity among large‐scale brain networks mediates risk of anxiety
title_full_unstemmed Dynamic effective connectivity among large‐scale brain networks mediates risk of anxiety
title_short Dynamic effective connectivity among large‐scale brain networks mediates risk of anxiety
title_sort dynamic effective connectivity among large‐scale brain networks mediates risk of anxiety
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10203788/
https://www.ncbi.nlm.nih.gov/pubmed/37042391
http://dx.doi.org/10.1002/hbm.26308
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