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Aberrant Brain Network Integration and Segregation in Diabetic Peripheral Neuropathy Revealed by Structural Connectomics
Diabetic peripheral neuropathy (DPN) is one of the most common forms of peripheral neuropathy, and its incidence has been increasing. Mounting evidence has shown that patients with DPN have been associated with widespread alterations in the structure, function and connectivity of the brain, suggesti...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7746555/ https://www.ncbi.nlm.nih.gov/pubmed/33343281 http://dx.doi.org/10.3389/fnins.2020.585588 |
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author | Yang, Fangxue Qu, Minli Zhang, Youming Zhao, Linmei Xing, Wu Zhou, Gaofeng Tang, Jingyi Wu, Jing Zhang, Yuanchao Liao, Weihua |
author_facet | Yang, Fangxue Qu, Minli Zhang, Youming Zhao, Linmei Xing, Wu Zhou, Gaofeng Tang, Jingyi Wu, Jing Zhang, Yuanchao Liao, Weihua |
author_sort | Yang, Fangxue |
collection | PubMed |
description | Diabetic peripheral neuropathy (DPN) is one of the most common forms of peripheral neuropathy, and its incidence has been increasing. Mounting evidence has shown that patients with DPN have been associated with widespread alterations in the structure, function and connectivity of the brain, suggesting possible alterations in large-scale brain networks. Using structural covariance networks as well as advanced graph-theory-based computational approaches, we investigated the topological abnormalities of large-scale brain networks for a relatively large sample of patients with DPN (N = 67) compared to matched healthy controls (HCs; N = 88). Compared with HCs, the structural covariance networks of patients with DPN showed an increased characteristic path length, clustering coefficient, sigma, transitivity, and modularity, suggestive of inefficient global integration and increased local segregation. These findings may improve our understanding of the pathophysiological mechanisms underlying alterations in the central nervous system of patients with DPN from the perspective of large-scale structural brain networks. |
format | Online Article Text |
id | pubmed-7746555 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77465552020-12-19 Aberrant Brain Network Integration and Segregation in Diabetic Peripheral Neuropathy Revealed by Structural Connectomics Yang, Fangxue Qu, Minli Zhang, Youming Zhao, Linmei Xing, Wu Zhou, Gaofeng Tang, Jingyi Wu, Jing Zhang, Yuanchao Liao, Weihua Front Neurosci Neuroscience Diabetic peripheral neuropathy (DPN) is one of the most common forms of peripheral neuropathy, and its incidence has been increasing. Mounting evidence has shown that patients with DPN have been associated with widespread alterations in the structure, function and connectivity of the brain, suggesting possible alterations in large-scale brain networks. Using structural covariance networks as well as advanced graph-theory-based computational approaches, we investigated the topological abnormalities of large-scale brain networks for a relatively large sample of patients with DPN (N = 67) compared to matched healthy controls (HCs; N = 88). Compared with HCs, the structural covariance networks of patients with DPN showed an increased characteristic path length, clustering coefficient, sigma, transitivity, and modularity, suggestive of inefficient global integration and increased local segregation. These findings may improve our understanding of the pathophysiological mechanisms underlying alterations in the central nervous system of patients with DPN from the perspective of large-scale structural brain networks. Frontiers Media S.A. 2020-12-04 /pmc/articles/PMC7746555/ /pubmed/33343281 http://dx.doi.org/10.3389/fnins.2020.585588 Text en Copyright © 2020 Yang, Qu, Zhang, Zhao, Xing, Zhou, Tang, Wu, Zhang and Liao. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Yang, Fangxue Qu, Minli Zhang, Youming Zhao, Linmei Xing, Wu Zhou, Gaofeng Tang, Jingyi Wu, Jing Zhang, Yuanchao Liao, Weihua Aberrant Brain Network Integration and Segregation in Diabetic Peripheral Neuropathy Revealed by Structural Connectomics |
title | Aberrant Brain Network Integration and Segregation in Diabetic Peripheral Neuropathy Revealed by Structural Connectomics |
title_full | Aberrant Brain Network Integration and Segregation in Diabetic Peripheral Neuropathy Revealed by Structural Connectomics |
title_fullStr | Aberrant Brain Network Integration and Segregation in Diabetic Peripheral Neuropathy Revealed by Structural Connectomics |
title_full_unstemmed | Aberrant Brain Network Integration and Segregation in Diabetic Peripheral Neuropathy Revealed by Structural Connectomics |
title_short | Aberrant Brain Network Integration and Segregation in Diabetic Peripheral Neuropathy Revealed by Structural Connectomics |
title_sort | aberrant brain network integration and segregation in diabetic peripheral neuropathy revealed by structural connectomics |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7746555/ https://www.ncbi.nlm.nih.gov/pubmed/33343281 http://dx.doi.org/10.3389/fnins.2020.585588 |
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