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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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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. |
format | Online Article Text |
id | pubmed-3930631 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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