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Frequency Dependant Topological Alterations of Intrinsic Functional Connectome in Major Depressive Disorder

Major depressive disorder is associated with aberrant topological organizations of brain networks. However, whether this aberrance is shown in broader frequency bands or in a specific frequency band remains unknown. Fifty patients and fifty gender, age and education matched normal controls underwent...

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Autores principales: Luo, Qinghua, Deng, Zhou, Qin, Jingxue, Wei, Dongtao, Cun, Lingli, Qiu, Jiang, Hitchman, Glen, Xie, Peng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5155486/
https://www.ncbi.nlm.nih.gov/pubmed/25856168
http://dx.doi.org/10.1038/srep09710
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author Luo, Qinghua
Deng, Zhou
Qin, Jingxue
Wei, Dongtao
Cun, Lingli
Qiu, Jiang
Hitchman, Glen
Xie, Peng
author_facet Luo, Qinghua
Deng, Zhou
Qin, Jingxue
Wei, Dongtao
Cun, Lingli
Qiu, Jiang
Hitchman, Glen
Xie, Peng
author_sort Luo, Qinghua
collection PubMed
description Major depressive disorder is associated with aberrant topological organizations of brain networks. However, whether this aberrance is shown in broader frequency bands or in a specific frequency band remains unknown. Fifty patients and fifty gender, age and education matched normal controls underwent resting state functional magnetic resonance imaging. Frequency dependent topological measures based on graph theory were calculated from wavelet decomposed resting state functional brain signals. In the specific frequency band of 0.03–0.06 14Hz, the clustering coefficient and the global efficiency were reduced while the characteristic path length was increased. Furthermore, patients showed aberrant nodal centralities in the default mode network, executive network and occipital network. Network based statistical analysis revealed system-wise topological alterations in these networks. The finding provides the first systematic evidence that depression is associated with frequency specific global and local topological disruptions and highlights the importance of frequency information in investigating major depressive disorders.
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spelling pubmed-51554862016-12-20 Frequency Dependant Topological Alterations of Intrinsic Functional Connectome in Major Depressive Disorder Luo, Qinghua Deng, Zhou Qin, Jingxue Wei, Dongtao Cun, Lingli Qiu, Jiang Hitchman, Glen Xie, Peng Sci Rep Article Major depressive disorder is associated with aberrant topological organizations of brain networks. However, whether this aberrance is shown in broader frequency bands or in a specific frequency band remains unknown. Fifty patients and fifty gender, age and education matched normal controls underwent resting state functional magnetic resonance imaging. Frequency dependent topological measures based on graph theory were calculated from wavelet decomposed resting state functional brain signals. In the specific frequency band of 0.03–0.06 14Hz, the clustering coefficient and the global efficiency were reduced while the characteristic path length was increased. Furthermore, patients showed aberrant nodal centralities in the default mode network, executive network and occipital network. Network based statistical analysis revealed system-wise topological alterations in these networks. The finding provides the first systematic evidence that depression is associated with frequency specific global and local topological disruptions and highlights the importance of frequency information in investigating major depressive disorders. Nature Publishing Group 2015-04-09 /pmc/articles/PMC5155486/ /pubmed/25856168 http://dx.doi.org/10.1038/srep09710 Text en Copyright © 2015, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder in order to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Luo, Qinghua
Deng, Zhou
Qin, Jingxue
Wei, Dongtao
Cun, Lingli
Qiu, Jiang
Hitchman, Glen
Xie, Peng
Frequency Dependant Topological Alterations of Intrinsic Functional Connectome in Major Depressive Disorder
title Frequency Dependant Topological Alterations of Intrinsic Functional Connectome in Major Depressive Disorder
title_full Frequency Dependant Topological Alterations of Intrinsic Functional Connectome in Major Depressive Disorder
title_fullStr Frequency Dependant Topological Alterations of Intrinsic Functional Connectome in Major Depressive Disorder
title_full_unstemmed Frequency Dependant Topological Alterations of Intrinsic Functional Connectome in Major Depressive Disorder
title_short Frequency Dependant Topological Alterations of Intrinsic Functional Connectome in Major Depressive Disorder
title_sort frequency dependant topological alterations of intrinsic functional connectome in major depressive disorder
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5155486/
https://www.ncbi.nlm.nih.gov/pubmed/25856168
http://dx.doi.org/10.1038/srep09710
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