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Hierarchical Alteration of Brain Structural and Functional Networks in Female Migraine Sufferers
BACKGROUND: Little is known about the changes of brain structural and functional connectivity networks underlying the pathophysiology in migraine. We aimed to investigate how the cortical network reorganization is altered by frequent cortical overstimulation associated with migraine. METHODOLOGY/PRI...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3515541/ https://www.ncbi.nlm.nih.gov/pubmed/23227257 http://dx.doi.org/10.1371/journal.pone.0051250 |
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author | Liu, Jixin Zhao, Ling Li, Guoying Xiong, Shiwei Nan, Jiaofen Li, Jing Yuan, Kai von Deneen, Karen M. Liang, Fanrong Qin, Wei Tian, Jie |
author_facet | Liu, Jixin Zhao, Ling Li, Guoying Xiong, Shiwei Nan, Jiaofen Li, Jing Yuan, Kai von Deneen, Karen M. Liang, Fanrong Qin, Wei Tian, Jie |
author_sort | Liu, Jixin |
collection | PubMed |
description | BACKGROUND: Little is known about the changes of brain structural and functional connectivity networks underlying the pathophysiology in migraine. We aimed to investigate how the cortical network reorganization is altered by frequent cortical overstimulation associated with migraine. METHODOLOGY/PRINCIPAL FINDINGS: Gray matter volumes and resting-state functional magnetic resonance imaging signal correlations were employed to construct structural and functional networks between brain regions in 43 female patients with migraine (PM) and 43 gender-matched healthy controls (HC) by using graph theory-based approaches. Compared with the HC group, the patients showed abnormal global topology in both structural and functional networks, characterized by higher mean clustering coefficients without significant change in the shortest absolute path length, which indicated that the PM lost optimal topological organization in their cortical networks. Brain hubs related to pain-processing revealed abnormal nodal centrality in both structural and functional networks, including the precentral gyrus, orbital part of the inferior frontal gyrus, parahippocampal gyrus, anterior cingulate gyrus, thalamus, temporal pole of the middle temporal gyrus and the inferior parietal gyrus. Negative correlations were found between migraine duration and regions with abnormal centrality. Furthermore, the dysfunctional connections in patients' cortical networks formed into a connected component and three dysregulated modules were identified involving pain-related information processing and motion-processing visual networks. CONCLUSIONS: Our results may reflect brain alteration dynamics resulting from migraine and suggest that long-term and high-frequency headache attacks may cause both structural and functional connectivity network reorganization. The disrupted information exchange between brain areas in migraine may be reshaped into a hierarchical modular structure progressively. |
format | Online Article Text |
id | pubmed-3515541 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-35155412012-12-07 Hierarchical Alteration of Brain Structural and Functional Networks in Female Migraine Sufferers Liu, Jixin Zhao, Ling Li, Guoying Xiong, Shiwei Nan, Jiaofen Li, Jing Yuan, Kai von Deneen, Karen M. Liang, Fanrong Qin, Wei Tian, Jie PLoS One Research Article BACKGROUND: Little is known about the changes of brain structural and functional connectivity networks underlying the pathophysiology in migraine. We aimed to investigate how the cortical network reorganization is altered by frequent cortical overstimulation associated with migraine. METHODOLOGY/PRINCIPAL FINDINGS: Gray matter volumes and resting-state functional magnetic resonance imaging signal correlations were employed to construct structural and functional networks between brain regions in 43 female patients with migraine (PM) and 43 gender-matched healthy controls (HC) by using graph theory-based approaches. Compared with the HC group, the patients showed abnormal global topology in both structural and functional networks, characterized by higher mean clustering coefficients without significant change in the shortest absolute path length, which indicated that the PM lost optimal topological organization in their cortical networks. Brain hubs related to pain-processing revealed abnormal nodal centrality in both structural and functional networks, including the precentral gyrus, orbital part of the inferior frontal gyrus, parahippocampal gyrus, anterior cingulate gyrus, thalamus, temporal pole of the middle temporal gyrus and the inferior parietal gyrus. Negative correlations were found between migraine duration and regions with abnormal centrality. Furthermore, the dysfunctional connections in patients' cortical networks formed into a connected component and three dysregulated modules were identified involving pain-related information processing and motion-processing visual networks. CONCLUSIONS: Our results may reflect brain alteration dynamics resulting from migraine and suggest that long-term and high-frequency headache attacks may cause both structural and functional connectivity network reorganization. The disrupted information exchange between brain areas in migraine may be reshaped into a hierarchical modular structure progressively. Public Library of Science 2012-12-05 /pmc/articles/PMC3515541/ /pubmed/23227257 http://dx.doi.org/10.1371/journal.pone.0051250 Text en © 2012 Liu et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Liu, Jixin Zhao, Ling Li, Guoying Xiong, Shiwei Nan, Jiaofen Li, Jing Yuan, Kai von Deneen, Karen M. Liang, Fanrong Qin, Wei Tian, Jie Hierarchical Alteration of Brain Structural and Functional Networks in Female Migraine Sufferers |
title | Hierarchical Alteration of Brain Structural and Functional Networks in Female Migraine Sufferers |
title_full | Hierarchical Alteration of Brain Structural and Functional Networks in Female Migraine Sufferers |
title_fullStr | Hierarchical Alteration of Brain Structural and Functional Networks in Female Migraine Sufferers |
title_full_unstemmed | Hierarchical Alteration of Brain Structural and Functional Networks in Female Migraine Sufferers |
title_short | Hierarchical Alteration of Brain Structural and Functional Networks in Female Migraine Sufferers |
title_sort | hierarchical alteration of brain structural and functional networks in female migraine sufferers |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3515541/ https://www.ncbi.nlm.nih.gov/pubmed/23227257 http://dx.doi.org/10.1371/journal.pone.0051250 |
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