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Disrupted topological organization of resting‐state functional brain networks in cerebral small vessel disease

We aimed to investigate alterations in functional brain networks and assess the relationship between functional impairment and topological network changes in cerebral small vessel disease (CSVD) patients with and without cerebral microbleeds (CMBs). We constructed individual whole‐brain, region of i...

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Autores principales: Xin, Haotian, Wen, Hongwei, Feng, Mengmeng, Gao, Yian, Sui, Chaofan, Zhang, Nan, Liang, Changhu, Guo, Lingfei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9057099/
https://www.ncbi.nlm.nih.gov/pubmed/35166416
http://dx.doi.org/10.1002/hbm.25808
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author Xin, Haotian
Wen, Hongwei
Feng, Mengmeng
Gao, Yian
Sui, Chaofan
Zhang, Nan
Liang, Changhu
Guo, Lingfei
author_facet Xin, Haotian
Wen, Hongwei
Feng, Mengmeng
Gao, Yian
Sui, Chaofan
Zhang, Nan
Liang, Changhu
Guo, Lingfei
author_sort Xin, Haotian
collection PubMed
description We aimed to investigate alterations in functional brain networks and assess the relationship between functional impairment and topological network changes in cerebral small vessel disease (CSVD) patients with and without cerebral microbleeds (CMBs). We constructed individual whole‐brain, region of interest (ROI) level functional connectivity (FC) networks for 24 CSVD patients with CMBs (CSVD‐c), 42 CSVD patients without CMBs (CSVD‐n), and 36 healthy controls (HCs). Then, we used graph theory analysis to investigate the global and nodal topological disruptions between groups and relate network topological alterations to clinical parameters. We found that both the CSVD and control groups showed efficient small‐world organization in FC networks. However, compared to CSVD‐n patients and controls, CSVD‐c patients exhibited a significantly decreased clustering coefficient, global efficiency, and local efficiency and an increased shortest path length, indicating a disrupted balance between local specialization and global integration in FC networks. Although both the CSVD and control groups showed highly similar hub distributions, the CSVD‐c group exhibited significantly altered nodal betweenness centrality (BC), mainly distributed in the default mode network (DMN), attention, and visual functional areas. There were almost no global or regional alterations between CSVD‐n patients and controls. Furthermore, the altered nodal BC of the right anterior/posterior cingulate gyrus and left cuneus were significantly correlated with cognitive parameters in CSVD patients. These results suggest that CSVD patients with and without CMBs had segregated disruptions in the topological organization of the intrinsic functional brain network. This study advances our current understanding of the pathophysiological mechanisms underlying CSVD.
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spelling pubmed-90570992022-05-03 Disrupted topological organization of resting‐state functional brain networks in cerebral small vessel disease Xin, Haotian Wen, Hongwei Feng, Mengmeng Gao, Yian Sui, Chaofan Zhang, Nan Liang, Changhu Guo, Lingfei Hum Brain Mapp Research Articles We aimed to investigate alterations in functional brain networks and assess the relationship between functional impairment and topological network changes in cerebral small vessel disease (CSVD) patients with and without cerebral microbleeds (CMBs). We constructed individual whole‐brain, region of interest (ROI) level functional connectivity (FC) networks for 24 CSVD patients with CMBs (CSVD‐c), 42 CSVD patients without CMBs (CSVD‐n), and 36 healthy controls (HCs). Then, we used graph theory analysis to investigate the global and nodal topological disruptions between groups and relate network topological alterations to clinical parameters. We found that both the CSVD and control groups showed efficient small‐world organization in FC networks. However, compared to CSVD‐n patients and controls, CSVD‐c patients exhibited a significantly decreased clustering coefficient, global efficiency, and local efficiency and an increased shortest path length, indicating a disrupted balance between local specialization and global integration in FC networks. Although both the CSVD and control groups showed highly similar hub distributions, the CSVD‐c group exhibited significantly altered nodal betweenness centrality (BC), mainly distributed in the default mode network (DMN), attention, and visual functional areas. There were almost no global or regional alterations between CSVD‐n patients and controls. Furthermore, the altered nodal BC of the right anterior/posterior cingulate gyrus and left cuneus were significantly correlated with cognitive parameters in CSVD patients. These results suggest that CSVD patients with and without CMBs had segregated disruptions in the topological organization of the intrinsic functional brain network. This study advances our current understanding of the pathophysiological mechanisms underlying CSVD. John Wiley & Sons, Inc. 2022-02-15 /pmc/articles/PMC9057099/ /pubmed/35166416 http://dx.doi.org/10.1002/hbm.25808 Text en © 2022 The Authors. Human Brain Mapping published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Research Articles
Xin, Haotian
Wen, Hongwei
Feng, Mengmeng
Gao, Yian
Sui, Chaofan
Zhang, Nan
Liang, Changhu
Guo, Lingfei
Disrupted topological organization of resting‐state functional brain networks in cerebral small vessel disease
title Disrupted topological organization of resting‐state functional brain networks in cerebral small vessel disease
title_full Disrupted topological organization of resting‐state functional brain networks in cerebral small vessel disease
title_fullStr Disrupted topological organization of resting‐state functional brain networks in cerebral small vessel disease
title_full_unstemmed Disrupted topological organization of resting‐state functional brain networks in cerebral small vessel disease
title_short Disrupted topological organization of resting‐state functional brain networks in cerebral small vessel disease
title_sort disrupted topological organization of resting‐state functional brain networks in cerebral small vessel disease
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9057099/
https://www.ncbi.nlm.nih.gov/pubmed/35166416
http://dx.doi.org/10.1002/hbm.25808
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