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Graph theoretical analysis of functional networks and its relationship to cognitive decline in patients with carotid stenosis

Significant carotid stenosis compromises hemodynamics and impairs cognitive functions. The interplay between these changes and brain connectivity has rarely been investigated. We aimed to discover the changes of functional connectivity and its relation to cognitive decline in carotid stenosis patien...

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Autores principales: Chang, Ting-Yu, Huang, Kuo-Lun, Ho, Meng-Yang, Ho, Pei-Shan, Chang, Chien-Hung, Liu, Chi-Hung, Chang, Yeu-Jhy, Wong, Ho-Fai, Hsieh, I-Chang, Lee, Tsong-Hai, Liu, Ho-Ling
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4820004/
https://www.ncbi.nlm.nih.gov/pubmed/26661184
http://dx.doi.org/10.1177/0271678X15608390
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author Chang, Ting-Yu
Huang, Kuo-Lun
Ho, Meng-Yang
Ho, Pei-Shan
Chang, Chien-Hung
Liu, Chi-Hung
Chang, Yeu-Jhy
Wong, Ho-Fai
Hsieh, I-Chang
Lee, Tsong-Hai
Liu, Ho-Ling
author_facet Chang, Ting-Yu
Huang, Kuo-Lun
Ho, Meng-Yang
Ho, Pei-Shan
Chang, Chien-Hung
Liu, Chi-Hung
Chang, Yeu-Jhy
Wong, Ho-Fai
Hsieh, I-Chang
Lee, Tsong-Hai
Liu, Ho-Ling
author_sort Chang, Ting-Yu
collection PubMed
description Significant carotid stenosis compromises hemodynamics and impairs cognitive functions. The interplay between these changes and brain connectivity has rarely been investigated. We aimed to discover the changes of functional connectivity and its relation to cognitive decline in carotid stenosis patients. Twenty-seven patients with unilateral carotid stenosis (≥60%) and 20 age- and sex-matched controls underwent neuropsychological tests and resting-state functional magnetic resonance imaging. The patients also received perfusion magnetic resonance imaging. The relationships between cognitive function and functional networks among the patients and controls were evaluated. Graph theory was applied on resting-state functional magnetic resonance imaging network analysis, which revealed that the hemispheres ipsilateral to the stenosis were significantly impaired in “degree” and “global efficiency.” The neuropsychological performances were positively correlated with degree, clustering coefficient, local efficiency, and global efficiency, and negatively correlated with characteristic path length, modularity, and small-worldness in the patients, whereas these relationships were not observed in the controls. In this study, we identified the networks that were impaired in the affected hemispheres in patients with carotid stenosis. Specific indices (global efficiency, characteristic path length, and modularity) were highly correlated with neuropsychological performance in our patients. Analysis of brain connectivity may help to elucidate the relationship between hemodynamic impairment and cognitive decline.
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spelling pubmed-48200042016-04-20 Graph theoretical analysis of functional networks and its relationship to cognitive decline in patients with carotid stenosis Chang, Ting-Yu Huang, Kuo-Lun Ho, Meng-Yang Ho, Pei-Shan Chang, Chien-Hung Liu, Chi-Hung Chang, Yeu-Jhy Wong, Ho-Fai Hsieh, I-Chang Lee, Tsong-Hai Liu, Ho-Ling J Cereb Blood Flow Metab Original Articles Significant carotid stenosis compromises hemodynamics and impairs cognitive functions. The interplay between these changes and brain connectivity has rarely been investigated. We aimed to discover the changes of functional connectivity and its relation to cognitive decline in carotid stenosis patients. Twenty-seven patients with unilateral carotid stenosis (≥60%) and 20 age- and sex-matched controls underwent neuropsychological tests and resting-state functional magnetic resonance imaging. The patients also received perfusion magnetic resonance imaging. The relationships between cognitive function and functional networks among the patients and controls were evaluated. Graph theory was applied on resting-state functional magnetic resonance imaging network analysis, which revealed that the hemispheres ipsilateral to the stenosis were significantly impaired in “degree” and “global efficiency.” The neuropsychological performances were positively correlated with degree, clustering coefficient, local efficiency, and global efficiency, and negatively correlated with characteristic path length, modularity, and small-worldness in the patients, whereas these relationships were not observed in the controls. In this study, we identified the networks that were impaired in the affected hemispheres in patients with carotid stenosis. Specific indices (global efficiency, characteristic path length, and modularity) were highly correlated with neuropsychological performance in our patients. Analysis of brain connectivity may help to elucidate the relationship between hemodynamic impairment and cognitive decline. SAGE Publications 2015-10-01 2016-04 /pmc/articles/PMC4820004/ /pubmed/26661184 http://dx.doi.org/10.1177/0271678X15608390 Text en © The Author(s) 2015 http://creativecommons.org/licenses/by-nc/3.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 3.0 License (http://www.creativecommons.org/licenses/by-nc/3.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page(https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Original Articles
Chang, Ting-Yu
Huang, Kuo-Lun
Ho, Meng-Yang
Ho, Pei-Shan
Chang, Chien-Hung
Liu, Chi-Hung
Chang, Yeu-Jhy
Wong, Ho-Fai
Hsieh, I-Chang
Lee, Tsong-Hai
Liu, Ho-Ling
Graph theoretical analysis of functional networks and its relationship to cognitive decline in patients with carotid stenosis
title Graph theoretical analysis of functional networks and its relationship to cognitive decline in patients with carotid stenosis
title_full Graph theoretical analysis of functional networks and its relationship to cognitive decline in patients with carotid stenosis
title_fullStr Graph theoretical analysis of functional networks and its relationship to cognitive decline in patients with carotid stenosis
title_full_unstemmed Graph theoretical analysis of functional networks and its relationship to cognitive decline in patients with carotid stenosis
title_short Graph theoretical analysis of functional networks and its relationship to cognitive decline in patients with carotid stenosis
title_sort graph theoretical analysis of functional networks and its relationship to cognitive decline in patients with carotid stenosis
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4820004/
https://www.ncbi.nlm.nih.gov/pubmed/26661184
http://dx.doi.org/10.1177/0271678X15608390
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