Cargando…
Topological organization of the human brain functional connectome across the lifespan
Human brain function undergoes complex transformations across the lifespan. We employed resting-state functional MRI and graph-theory approaches to systematically chart the lifespan trajectory of the topological organization of human whole-brain functional networks in 126 healthy individuals ranging...
Autores principales: | , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2013
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6987957/ https://www.ncbi.nlm.nih.gov/pubmed/24333927 http://dx.doi.org/10.1016/j.dcn.2013.11.004 |
_version_ | 1783492188661874688 |
---|---|
author | Cao, Miao Wang, Jin-Hui Dai, Zheng-Jia Cao, Xiao-Yan Jiang, Li-Li Fan, Feng-Mei Song, Xiao-Wei Xia, Ming-Rui Shu, Ni Dong, Qi Milham, Michael P. Castellanos, F. Xavier Zuo, Xi-Nian He, Yong |
author_facet | Cao, Miao Wang, Jin-Hui Dai, Zheng-Jia Cao, Xiao-Yan Jiang, Li-Li Fan, Feng-Mei Song, Xiao-Wei Xia, Ming-Rui Shu, Ni Dong, Qi Milham, Michael P. Castellanos, F. Xavier Zuo, Xi-Nian He, Yong |
author_sort | Cao, Miao |
collection | PubMed |
description | Human brain function undergoes complex transformations across the lifespan. We employed resting-state functional MRI and graph-theory approaches to systematically chart the lifespan trajectory of the topological organization of human whole-brain functional networks in 126 healthy individuals ranging in age from 7 to 85 years. Brain networks were constructed by computing Pearson's correlations in blood-oxygenation-level-dependent temporal fluctuations among 1024 parcellation units followed by graph-based network analyses. We observed that the human brain functional connectome exhibited highly preserved non-random modular and rich club organization over the entire age range studied. Further quantitative analyses revealed linear decreases in modularity and inverted-U shaped trajectories of local efficiency and rich club architecture. Regionally heterogeneous age effects were mainly located in several hubs (e.g., default network, dorsal attention regions). Finally, we observed inverse trajectories of long- and short-distance functional connections, indicating that the reorganization of connectivity concentrates and distributes the brain's functional networks. Our results demonstrate topological changes in the whole-brain functional connectome across nearly the entire human lifespan, providing insights into the neural substrates underlying individual variations in behavior and cognition. These results have important implications for disease connectomics because they provide a baseline for evaluating network impairments in age-related neuropsychiatric disorders. |
format | Online Article Text |
id | pubmed-6987957 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-69879572020-02-03 Topological organization of the human brain functional connectome across the lifespan Cao, Miao Wang, Jin-Hui Dai, Zheng-Jia Cao, Xiao-Yan Jiang, Li-Li Fan, Feng-Mei Song, Xiao-Wei Xia, Ming-Rui Shu, Ni Dong, Qi Milham, Michael P. Castellanos, F. Xavier Zuo, Xi-Nian He, Yong Dev Cogn Neurosci Original Research Human brain function undergoes complex transformations across the lifespan. We employed resting-state functional MRI and graph-theory approaches to systematically chart the lifespan trajectory of the topological organization of human whole-brain functional networks in 126 healthy individuals ranging in age from 7 to 85 years. Brain networks were constructed by computing Pearson's correlations in blood-oxygenation-level-dependent temporal fluctuations among 1024 parcellation units followed by graph-based network analyses. We observed that the human brain functional connectome exhibited highly preserved non-random modular and rich club organization over the entire age range studied. Further quantitative analyses revealed linear decreases in modularity and inverted-U shaped trajectories of local efficiency and rich club architecture. Regionally heterogeneous age effects were mainly located in several hubs (e.g., default network, dorsal attention regions). Finally, we observed inverse trajectories of long- and short-distance functional connections, indicating that the reorganization of connectivity concentrates and distributes the brain's functional networks. Our results demonstrate topological changes in the whole-brain functional connectome across nearly the entire human lifespan, providing insights into the neural substrates underlying individual variations in behavior and cognition. These results have important implications for disease connectomics because they provide a baseline for evaluating network impairments in age-related neuropsychiatric disorders. Elsevier 2013-11-28 /pmc/articles/PMC6987957/ /pubmed/24333927 http://dx.doi.org/10.1016/j.dcn.2013.11.004 Text en © 2013 The Authors http://creativecommons.org/licenses/by-nc-nd/3.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/3.0/). |
spellingShingle | Original Research Cao, Miao Wang, Jin-Hui Dai, Zheng-Jia Cao, Xiao-Yan Jiang, Li-Li Fan, Feng-Mei Song, Xiao-Wei Xia, Ming-Rui Shu, Ni Dong, Qi Milham, Michael P. Castellanos, F. Xavier Zuo, Xi-Nian He, Yong Topological organization of the human brain functional connectome across the lifespan |
title | Topological organization of the human brain functional connectome across the lifespan |
title_full | Topological organization of the human brain functional connectome across the lifespan |
title_fullStr | Topological organization of the human brain functional connectome across the lifespan |
title_full_unstemmed | Topological organization of the human brain functional connectome across the lifespan |
title_short | Topological organization of the human brain functional connectome across the lifespan |
title_sort | topological organization of the human brain functional connectome across the lifespan |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6987957/ https://www.ncbi.nlm.nih.gov/pubmed/24333927 http://dx.doi.org/10.1016/j.dcn.2013.11.004 |
work_keys_str_mv | AT caomiao topologicalorganizationofthehumanbrainfunctionalconnectomeacrossthelifespan AT wangjinhui topologicalorganizationofthehumanbrainfunctionalconnectomeacrossthelifespan AT daizhengjia topologicalorganizationofthehumanbrainfunctionalconnectomeacrossthelifespan AT caoxiaoyan topologicalorganizationofthehumanbrainfunctionalconnectomeacrossthelifespan AT jianglili topologicalorganizationofthehumanbrainfunctionalconnectomeacrossthelifespan AT fanfengmei topologicalorganizationofthehumanbrainfunctionalconnectomeacrossthelifespan AT songxiaowei topologicalorganizationofthehumanbrainfunctionalconnectomeacrossthelifespan AT xiamingrui topologicalorganizationofthehumanbrainfunctionalconnectomeacrossthelifespan AT shuni topologicalorganizationofthehumanbrainfunctionalconnectomeacrossthelifespan AT dongqi topologicalorganizationofthehumanbrainfunctionalconnectomeacrossthelifespan AT milhammichaelp topologicalorganizationofthehumanbrainfunctionalconnectomeacrossthelifespan AT castellanosfxavier topologicalorganizationofthehumanbrainfunctionalconnectomeacrossthelifespan AT zuoxinian topologicalorganizationofthehumanbrainfunctionalconnectomeacrossthelifespan AT heyong topologicalorganizationofthehumanbrainfunctionalconnectomeacrossthelifespan |