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Non-monotonic reorganization of brain networks with Alzheimer's disease progression
Background: Identification of stage-specific changes in brain network of patients with Alzheimer's disease (AD) is critical for rationally designed therapeutics that delays the progression of the disease. However, pathological neural processes and their resulting changes in brain network topolo...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4460428/ https://www.ncbi.nlm.nih.gov/pubmed/26106325 http://dx.doi.org/10.3389/fnagi.2015.00111 |
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author | Kim, HyoungKyu Yoo, Kwangsun Na, Duk L. Seo, Sang Won Jeong, Jaeseung Jeong, Yong |
author_facet | Kim, HyoungKyu Yoo, Kwangsun Na, Duk L. Seo, Sang Won Jeong, Jaeseung Jeong, Yong |
author_sort | Kim, HyoungKyu |
collection | PubMed |
description | Background: Identification of stage-specific changes in brain network of patients with Alzheimer's disease (AD) is critical for rationally designed therapeutics that delays the progression of the disease. However, pathological neural processes and their resulting changes in brain network topology with disease progression are not clearly known. Methods: The current study was designed to investigate the alterations in network topology of resting state fMRI among patients in three different clinical dementia rating (CDR) groups (i.e., CDR = 0.5, 1, 2) and amnestic mild cognitive impairment (aMCI) and age-matched healthy subject groups. We constructed density networks from these 5 groups and analyzed their network properties using graph theoretical measures. Results: The topological properties of AD brain networks differed in a non-monotonic, stage-specific manner. Interestingly, local and global efficiency and betweenness of the network were rather higher in the aMCI and AD (CDR 1) groups than those of prior stage groups. The number, location, and structure of rich-clubs changed dynamically as the disease progressed. Conclusions: The alterations in network topology of the brain are quite dynamic with AD progression, and these dynamic changes in network patterns should be considered meticulously for efficient therapeutic interventions of AD. |
format | Online Article Text |
id | pubmed-4460428 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-44604282015-06-23 Non-monotonic reorganization of brain networks with Alzheimer's disease progression Kim, HyoungKyu Yoo, Kwangsun Na, Duk L. Seo, Sang Won Jeong, Jaeseung Jeong, Yong Front Aging Neurosci Neuroscience Background: Identification of stage-specific changes in brain network of patients with Alzheimer's disease (AD) is critical for rationally designed therapeutics that delays the progression of the disease. However, pathological neural processes and their resulting changes in brain network topology with disease progression are not clearly known. Methods: The current study was designed to investigate the alterations in network topology of resting state fMRI among patients in three different clinical dementia rating (CDR) groups (i.e., CDR = 0.5, 1, 2) and amnestic mild cognitive impairment (aMCI) and age-matched healthy subject groups. We constructed density networks from these 5 groups and analyzed their network properties using graph theoretical measures. Results: The topological properties of AD brain networks differed in a non-monotonic, stage-specific manner. Interestingly, local and global efficiency and betweenness of the network were rather higher in the aMCI and AD (CDR 1) groups than those of prior stage groups. The number, location, and structure of rich-clubs changed dynamically as the disease progressed. Conclusions: The alterations in network topology of the brain are quite dynamic with AD progression, and these dynamic changes in network patterns should be considered meticulously for efficient therapeutic interventions of AD. Frontiers Media S.A. 2015-06-09 /pmc/articles/PMC4460428/ /pubmed/26106325 http://dx.doi.org/10.3389/fnagi.2015.00111 Text en Copyright © 2015 Kim, Yoo, Na, Seo, Jeong and Jeong. 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) or licensor 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 Kim, HyoungKyu Yoo, Kwangsun Na, Duk L. Seo, Sang Won Jeong, Jaeseung Jeong, Yong Non-monotonic reorganization of brain networks with Alzheimer's disease progression |
title | Non-monotonic reorganization of brain networks with Alzheimer's disease progression |
title_full | Non-monotonic reorganization of brain networks with Alzheimer's disease progression |
title_fullStr | Non-monotonic reorganization of brain networks with Alzheimer's disease progression |
title_full_unstemmed | Non-monotonic reorganization of brain networks with Alzheimer's disease progression |
title_short | Non-monotonic reorganization of brain networks with Alzheimer's disease progression |
title_sort | non-monotonic reorganization of brain networks with alzheimer's disease progression |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4460428/ https://www.ncbi.nlm.nih.gov/pubmed/26106325 http://dx.doi.org/10.3389/fnagi.2015.00111 |
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