Disrupted Rich Club Organization of Hemispheric White Matter Networks in Bipolar Disorder

Neuroimaging studies suggest disrupted connections of the brain white matter (WM) network in bipolar disorder (BD). A group of highly interconnected high-density structures, termed the ‘rich club,’ represents an important network for brain functioning. Recent works have revealed abnormal rich club o...

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Main Authors: Dandan Li, Weichen Liu, Ting Yan, Xiaohong Cui, Zehua Zhang, Jing Wei, Yunxiao Ma, Nan Zhang, Jie Xiang, Bin Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-08-01
Series:Frontiers in Neuroinformatics
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fninf.2020.00039/full
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spelling doaj-d8d72575ef7e45c1acc8a138f442c1852020-11-25T03:51:24ZengFrontiers Media S.A.Frontiers in Neuroinformatics1662-51962020-08-011410.3389/fninf.2020.00039563121Disrupted Rich Club Organization of Hemispheric White Matter Networks in Bipolar DisorderDandan Li0Weichen Liu1Ting Yan2Xiaohong Cui3Zehua Zhang4Jing Wei5Yunxiao Ma6Nan Zhang7Jie Xiang8Bin Wang9College of Information and Computer, Taiyuan University of Technology, Taiyuan, ChinaCollege of Information and Computer, Taiyuan University of Technology, Taiyuan, ChinaTranslational Medicine Research Center, Shanxi Medical University, Taiyuan, ChinaCollege of Information and Computer, Taiyuan University of Technology, Taiyuan, ChinaCollege of Information and Computer, Taiyuan University of Technology, Taiyuan, ChinaCollege of Information and Computer, Taiyuan University of Technology, Taiyuan, ChinaCollege of Information and Computer, Taiyuan University of Technology, Taiyuan, ChinaCollege of Information and Computer, Taiyuan University of Technology, Taiyuan, ChinaCollege of Information and Computer, Taiyuan University of Technology, Taiyuan, ChinaCollege of Information and Computer, Taiyuan University of Technology, Taiyuan, ChinaNeuroimaging studies suggest disrupted connections of the brain white matter (WM) network in bipolar disorder (BD). A group of highly interconnected high-density structures, termed the ‘rich club,’ represents an important network for brain functioning. Recent works have revealed abnormal rich club organization in brain networks in BD. However, little is known regarding changes in the rich club organization of the hemispheric WM network in BD. Forty-nine BD patients and fifty-five age- and sex-matched normal controls (NCs) underwent diffusion tensor imaging (DTI). Graph theory approaches were applied to quantify group-specific rich club organization and nodal degree of hemispheric WM networks. We demonstrated that rich club organization of hemispheric WM networks in BD was disrupted, with disrupted feeder and local connections among hub and peripheral regions located in the default mode network (DMN) and the control execution network (CEN). In addition, BD patients showed abnormal asymmetry in the feeder and local connections, involving the hub and peripheral regions associated with emotion regulation and visuospatial functions. Moreover, the clinical symptoms of BD showed a significant correlation with the aberrant asymmetry in the regional degree of peripheral regions. These findings reveal that BD is closely associated with disrupted feeder and local connections but no alteration in rich-club connections in the rich club organization of hemispheric WM networks and provide novel insight into the changes of brain functions in BD.https://www.frontiersin.org/article/10.3389/fninf.2020.00039/fullbipolar disorderwhite matter connectionsgraph theory approachhemispheric lateralizationrich club organization
collection DOAJ
language English
format Article
sources DOAJ
author Dandan Li
Weichen Liu
Ting Yan
Xiaohong Cui
Zehua Zhang
Jing Wei
Yunxiao Ma
Nan Zhang
Jie Xiang
Bin Wang
spellingShingle Dandan Li
Weichen Liu
Ting Yan
Xiaohong Cui
Zehua Zhang
Jing Wei
Yunxiao Ma
Nan Zhang
Jie Xiang
Bin Wang
Disrupted Rich Club Organization of Hemispheric White Matter Networks in Bipolar Disorder
Frontiers in Neuroinformatics
bipolar disorder
white matter connections
graph theory approach
hemispheric lateralization
rich club organization
author_facet Dandan Li
Weichen Liu
Ting Yan
Xiaohong Cui
Zehua Zhang
Jing Wei
Yunxiao Ma
Nan Zhang
Jie Xiang
Bin Wang
author_sort Dandan Li
title Disrupted Rich Club Organization of Hemispheric White Matter Networks in Bipolar Disorder
title_short Disrupted Rich Club Organization of Hemispheric White Matter Networks in Bipolar Disorder
title_full Disrupted Rich Club Organization of Hemispheric White Matter Networks in Bipolar Disorder
title_fullStr Disrupted Rich Club Organization of Hemispheric White Matter Networks in Bipolar Disorder
title_full_unstemmed Disrupted Rich Club Organization of Hemispheric White Matter Networks in Bipolar Disorder
title_sort disrupted rich club organization of hemispheric white matter networks in bipolar disorder
publisher Frontiers Media S.A.
series Frontiers in Neuroinformatics
issn 1662-5196
publishDate 2020-08-01
description Neuroimaging studies suggest disrupted connections of the brain white matter (WM) network in bipolar disorder (BD). A group of highly interconnected high-density structures, termed the ‘rich club,’ represents an important network for brain functioning. Recent works have revealed abnormal rich club organization in brain networks in BD. However, little is known regarding changes in the rich club organization of the hemispheric WM network in BD. Forty-nine BD patients and fifty-five age- and sex-matched normal controls (NCs) underwent diffusion tensor imaging (DTI). Graph theory approaches were applied to quantify group-specific rich club organization and nodal degree of hemispheric WM networks. We demonstrated that rich club organization of hemispheric WM networks in BD was disrupted, with disrupted feeder and local connections among hub and peripheral regions located in the default mode network (DMN) and the control execution network (CEN). In addition, BD patients showed abnormal asymmetry in the feeder and local connections, involving the hub and peripheral regions associated with emotion regulation and visuospatial functions. Moreover, the clinical symptoms of BD showed a significant correlation with the aberrant asymmetry in the regional degree of peripheral regions. These findings reveal that BD is closely associated with disrupted feeder and local connections but no alteration in rich-club connections in the rich club organization of hemispheric WM networks and provide novel insight into the changes of brain functions in BD.
topic bipolar disorder
white matter connections
graph theory approach
hemispheric lateralization
rich club organization
url https://www.frontiersin.org/article/10.3389/fninf.2020.00039/full
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