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Age- and Sex-Related Topological Organization of Human Brain Functional Networks and Their Relationship to Cognition
Age and sex associated with changes in the functional brain network topology and cognition in large population of older adults have been poorly understood. We explored this question further by examining differences in 11 resting-state graph theory measures with respect to age, sex, and their relatio...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8718995/ https://www.ncbi.nlm.nih.gov/pubmed/34975453 http://dx.doi.org/10.3389/fnagi.2021.758817 |
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author | Foo, Heidi Thalamuthu, Anbupalam Jiang, Jiyang Koch, Forrest Mather, Karen A. Wen, Wei Sachdev, Perminder S. |
author_facet | Foo, Heidi Thalamuthu, Anbupalam Jiang, Jiyang Koch, Forrest Mather, Karen A. Wen, Wei Sachdev, Perminder S. |
author_sort | Foo, Heidi |
collection | PubMed |
description | Age and sex associated with changes in the functional brain network topology and cognition in large population of older adults have been poorly understood. We explored this question further by examining differences in 11 resting-state graph theory measures with respect to age, sex, and their relationships with cognitive performance in 17,127 United Kingdom Biobank participants (mean = 62.83 ± 7.41 years). Age was associated with an overall decrease in the effectiveness of network communication (i.e., integration) and loss of functional specialization (i.e., segregation) of specific brain regions. Sex differences were also observed, with women showing more efficient networks, which were less segregated than in men (FDR adjusted p < 0.05). The age-related changes were also more apparent in men than in women, which suggests that men may be more vulnerable to cognitive decline with age. Interestingly, while network segregation and strength of limbic network were only nominally associated with cognitive performance, the network measures collectively were significantly associated with cognition (FDR adjusted p ≤ 0.002). This may imply that individual measures may be inadequate to capture much of the variance in the neural activity or its output and need further refinement. The complexity of the organization of the functional brain may be shaped by the age and sex of an individual, which ultimately may influence the cognitive performance of older adults. Age and sex stratification may be used to inform clinical neuroscience research to identify older adults at risk of cognitive dysfunction. |
format | Online Article Text |
id | pubmed-8718995 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87189952022-01-01 Age- and Sex-Related Topological Organization of Human Brain Functional Networks and Their Relationship to Cognition Foo, Heidi Thalamuthu, Anbupalam Jiang, Jiyang Koch, Forrest Mather, Karen A. Wen, Wei Sachdev, Perminder S. Front Aging Neurosci Neuroscience Age and sex associated with changes in the functional brain network topology and cognition in large population of older adults have been poorly understood. We explored this question further by examining differences in 11 resting-state graph theory measures with respect to age, sex, and their relationships with cognitive performance in 17,127 United Kingdom Biobank participants (mean = 62.83 ± 7.41 years). Age was associated with an overall decrease in the effectiveness of network communication (i.e., integration) and loss of functional specialization (i.e., segregation) of specific brain regions. Sex differences were also observed, with women showing more efficient networks, which were less segregated than in men (FDR adjusted p < 0.05). The age-related changes were also more apparent in men than in women, which suggests that men may be more vulnerable to cognitive decline with age. Interestingly, while network segregation and strength of limbic network were only nominally associated with cognitive performance, the network measures collectively were significantly associated with cognition (FDR adjusted p ≤ 0.002). This may imply that individual measures may be inadequate to capture much of the variance in the neural activity or its output and need further refinement. The complexity of the organization of the functional brain may be shaped by the age and sex of an individual, which ultimately may influence the cognitive performance of older adults. Age and sex stratification may be used to inform clinical neuroscience research to identify older adults at risk of cognitive dysfunction. Frontiers Media S.A. 2021-12-17 /pmc/articles/PMC8718995/ /pubmed/34975453 http://dx.doi.org/10.3389/fnagi.2021.758817 Text en Copyright © 2021 Foo, Thalamuthu, Jiang, Koch, Mather, Wen and Sachdev. https://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) and the copyright owner(s) 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 Foo, Heidi Thalamuthu, Anbupalam Jiang, Jiyang Koch, Forrest Mather, Karen A. Wen, Wei Sachdev, Perminder S. Age- and Sex-Related Topological Organization of Human Brain Functional Networks and Their Relationship to Cognition |
title | Age- and Sex-Related Topological Organization of Human Brain Functional Networks and Their Relationship to Cognition |
title_full | Age- and Sex-Related Topological Organization of Human Brain Functional Networks and Their Relationship to Cognition |
title_fullStr | Age- and Sex-Related Topological Organization of Human Brain Functional Networks and Their Relationship to Cognition |
title_full_unstemmed | Age- and Sex-Related Topological Organization of Human Brain Functional Networks and Their Relationship to Cognition |
title_short | Age- and Sex-Related Topological Organization of Human Brain Functional Networks and Their Relationship to Cognition |
title_sort | age- and sex-related topological organization of human brain functional networks and their relationship to cognition |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8718995/ https://www.ncbi.nlm.nih.gov/pubmed/34975453 http://dx.doi.org/10.3389/fnagi.2021.758817 |
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