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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2015
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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. |
format | Online Article Text |
id | pubmed-4820004 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
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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