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Aberrant Global and Regional Topological Organization of the Fractional Anisotropy-weighted Brain Structural Networks in Major Depressive Disorder

BACKGROUND: Most previous neuroimaging studies have focused on the structural and functional abnormalities of local brain regions in major depressive disorder (MDD). Moreover, the exactly topological organization of networks underlying MDD remains unclear. This study examined the aberrant global and...

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Autores principales: Chen, Jian-Huai, Yao, Zhi-Jian, Qin, Jiao-Long, Yan, Rui, Hua, Ling-Ling, Lu, Qing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Medknow Publications & Media Pvt Ltd 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4804414/
https://www.ncbi.nlm.nih.gov/pubmed/26960371
http://dx.doi.org/10.4103/0366-6999.178002
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author Chen, Jian-Huai
Yao, Zhi-Jian
Qin, Jiao-Long
Yan, Rui
Hua, Ling-Ling
Lu, Qing
author_facet Chen, Jian-Huai
Yao, Zhi-Jian
Qin, Jiao-Long
Yan, Rui
Hua, Ling-Ling
Lu, Qing
author_sort Chen, Jian-Huai
collection PubMed
description BACKGROUND: Most previous neuroimaging studies have focused on the structural and functional abnormalities of local brain regions in major depressive disorder (MDD). Moreover, the exactly topological organization of networks underlying MDD remains unclear. This study examined the aberrant global and regional topological patterns of the brain white matter networks in MDD patients. METHODS: The diffusion tensor imaging data were obtained from 27 patients with MDD and 40 healthy controls. The brain fractional anisotropy-weighted structural networks were constructed, and the global network and regional nodal metrics of the networks were explored by the complex network theory. RESULTS: Compared with the healthy controls, the brain structural network of MDD patients showed an intact small-world topology, but significantly abnormal global network topological organization and regional nodal characteristic of the network in MDD were found. Our findings also indicated that the brain structural networks in MDD patients become a less strongly integrated network with a reduced central role of some key brain regions. CONCLUSIONS: All these resulted in a less optimal topological organization of networks underlying MDD patients, including an impaired capability of local information processing, reduced centrality of some brain regions and limited capacity to integrate information across different regions. Thus, these global network and regional node-level aberrations might contribute to understanding the pathogenesis of MDD from the view of the brain network.
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spelling pubmed-48044142016-04-04 Aberrant Global and Regional Topological Organization of the Fractional Anisotropy-weighted Brain Structural Networks in Major Depressive Disorder Chen, Jian-Huai Yao, Zhi-Jian Qin, Jiao-Long Yan, Rui Hua, Ling-Ling Lu, Qing Chin Med J (Engl) Original Article BACKGROUND: Most previous neuroimaging studies have focused on the structural and functional abnormalities of local brain regions in major depressive disorder (MDD). Moreover, the exactly topological organization of networks underlying MDD remains unclear. This study examined the aberrant global and regional topological patterns of the brain white matter networks in MDD patients. METHODS: The diffusion tensor imaging data were obtained from 27 patients with MDD and 40 healthy controls. The brain fractional anisotropy-weighted structural networks were constructed, and the global network and regional nodal metrics of the networks were explored by the complex network theory. RESULTS: Compared with the healthy controls, the brain structural network of MDD patients showed an intact small-world topology, but significantly abnormal global network topological organization and regional nodal characteristic of the network in MDD were found. Our findings also indicated that the brain structural networks in MDD patients become a less strongly integrated network with a reduced central role of some key brain regions. CONCLUSIONS: All these resulted in a less optimal topological organization of networks underlying MDD patients, including an impaired capability of local information processing, reduced centrality of some brain regions and limited capacity to integrate information across different regions. Thus, these global network and regional node-level aberrations might contribute to understanding the pathogenesis of MDD from the view of the brain network. Medknow Publications & Media Pvt Ltd 2016-03-20 /pmc/articles/PMC4804414/ /pubmed/26960371 http://dx.doi.org/10.4103/0366-6999.178002 Text en Copyright: © 2016 Chinese Medical Journal http://creativecommons.org/licenses/by-nc-sa/3.0 This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as the author is credited and the new creations are licensed under the identical terms.
spellingShingle Original Article
Chen, Jian-Huai
Yao, Zhi-Jian
Qin, Jiao-Long
Yan, Rui
Hua, Ling-Ling
Lu, Qing
Aberrant Global and Regional Topological Organization of the Fractional Anisotropy-weighted Brain Structural Networks in Major Depressive Disorder
title Aberrant Global and Regional Topological Organization of the Fractional Anisotropy-weighted Brain Structural Networks in Major Depressive Disorder
title_full Aberrant Global and Regional Topological Organization of the Fractional Anisotropy-weighted Brain Structural Networks in Major Depressive Disorder
title_fullStr Aberrant Global and Regional Topological Organization of the Fractional Anisotropy-weighted Brain Structural Networks in Major Depressive Disorder
title_full_unstemmed Aberrant Global and Regional Topological Organization of the Fractional Anisotropy-weighted Brain Structural Networks in Major Depressive Disorder
title_short Aberrant Global and Regional Topological Organization of the Fractional Anisotropy-weighted Brain Structural Networks in Major Depressive Disorder
title_sort aberrant global and regional topological organization of the fractional anisotropy-weighted brain structural networks in major depressive disorder
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4804414/
https://www.ncbi.nlm.nih.gov/pubmed/26960371
http://dx.doi.org/10.4103/0366-6999.178002
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