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Changes in Topological Organization of Functional PET Brain Network with Normal Aging

Recent studies about brain network have suggested that normal aging is associated with alterations in coordinated patterns of the large-scale brain functional and structural systems. However, age-related changes in functional networks constructed via positron emission tomography (PET) data are still...

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Autores principales: Liu, Zhiliang, Ke, Lining, Liu, Huafeng, Huang, Wenhua, Hu, Zhenghui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3930631/
https://www.ncbi.nlm.nih.gov/pubmed/24586370
http://dx.doi.org/10.1371/journal.pone.0088690
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author Liu, Zhiliang
Ke, Lining
Liu, Huafeng
Huang, Wenhua
Hu, Zhenghui
author_facet Liu, Zhiliang
Ke, Lining
Liu, Huafeng
Huang, Wenhua
Hu, Zhenghui
author_sort Liu, Zhiliang
collection PubMed
description Recent studies about brain network have suggested that normal aging is associated with alterations in coordinated patterns of the large-scale brain functional and structural systems. However, age-related changes in functional networks constructed via positron emission tomography (PET) data are still barely understood. Here, we constructed functional brain networks composed of [Image: see text] regions in younger (mean age [Image: see text] years) and older (mean age [Image: see text] years) age groups with PET data. [Image: see text] younger and [Image: see text] older healthy individuals were separately selected for two age groups, from a physical examination database. Corresponding brain functional networks of the two groups were constructed by thresholding average cerebral glucose metabolism correlation matrices of [Image: see text] regions and analysed using graph theoretical approaches. Although both groups showed normal small-world architecture in the PET networks, increased clustering and decreased efficiency were found in older subjects, implying a degeneration process that brain system shifts from a small-world network to regular one along with normal aging. Moreover, normal senescence was related to changed nodal centralities predominantly in association and paralimbic cortex regions, e.g. increasing in orbitofrontal cortex (middle) and decreasing in left hippocampus. Additionally, the older networks were about equally as robust to random failures as younger counterpart, but more vulnerable against targeted attacks. Finally, methods in the construction of the PET networks revealed reasonable robustness. Our findings enhanced the understanding about the topological principles of PET networks and changes related to normal aging.
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spelling pubmed-39306312014-02-25 Changes in Topological Organization of Functional PET Brain Network with Normal Aging Liu, Zhiliang Ke, Lining Liu, Huafeng Huang, Wenhua Hu, Zhenghui PLoS One Research Article Recent studies about brain network have suggested that normal aging is associated with alterations in coordinated patterns of the large-scale brain functional and structural systems. However, age-related changes in functional networks constructed via positron emission tomography (PET) data are still barely understood. Here, we constructed functional brain networks composed of [Image: see text] regions in younger (mean age [Image: see text] years) and older (mean age [Image: see text] years) age groups with PET data. [Image: see text] younger and [Image: see text] older healthy individuals were separately selected for two age groups, from a physical examination database. Corresponding brain functional networks of the two groups were constructed by thresholding average cerebral glucose metabolism correlation matrices of [Image: see text] regions and analysed using graph theoretical approaches. Although both groups showed normal small-world architecture in the PET networks, increased clustering and decreased efficiency were found in older subjects, implying a degeneration process that brain system shifts from a small-world network to regular one along with normal aging. Moreover, normal senescence was related to changed nodal centralities predominantly in association and paralimbic cortex regions, e.g. increasing in orbitofrontal cortex (middle) and decreasing in left hippocampus. Additionally, the older networks were about equally as robust to random failures as younger counterpart, but more vulnerable against targeted attacks. Finally, methods in the construction of the PET networks revealed reasonable robustness. Our findings enhanced the understanding about the topological principles of PET networks and changes related to normal aging. Public Library of Science 2014-02-20 /pmc/articles/PMC3930631/ /pubmed/24586370 http://dx.doi.org/10.1371/journal.pone.0088690 Text en © 2014 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, Zhiliang
Ke, Lining
Liu, Huafeng
Huang, Wenhua
Hu, Zhenghui
Changes in Topological Organization of Functional PET Brain Network with Normal Aging
title Changes in Topological Organization of Functional PET Brain Network with Normal Aging
title_full Changes in Topological Organization of Functional PET Brain Network with Normal Aging
title_fullStr Changes in Topological Organization of Functional PET Brain Network with Normal Aging
title_full_unstemmed Changes in Topological Organization of Functional PET Brain Network with Normal Aging
title_short Changes in Topological Organization of Functional PET Brain Network with Normal Aging
title_sort changes in topological organization of functional pet brain network with normal aging
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3930631/
https://www.ncbi.nlm.nih.gov/pubmed/24586370
http://dx.doi.org/10.1371/journal.pone.0088690
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