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Reorganization of brain networks and its association with general cognitive performance over the adult lifespan
Healthy aging is associated with structural and functional changes in the brain even in individuals who are free of neurodegenerative diseases. Using resting state functional magnetic resonance imaging data from a carefully selected cohort of participants, we examined cross sectional changes in the...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6684569/ https://www.ncbi.nlm.nih.gov/pubmed/31388057 http://dx.doi.org/10.1038/s41598-019-47922-x |
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author | Bagarinao, Epifanio Watanabe, Hirohisa Maesawa, Satoshi Mori, Daisuke Hara, Kazuhiro Kawabata, Kazuya Yoneyama, Noritaka Ohdake, Reiko Imai, Kazunori Masuda, Michihito Yokoi, Takamasa Ogura, Aya Taoka, Toshiaki Koyama, Shuji Tanabe, Hiroki C. Katsuno, Masahisa Wakabayashi, Toshihiko Kuzuya, Masafumi Ozaki, Norio Hoshiyama, Minoru Isoda, Haruo Naganawa, Shinji Sobue, Gen |
author_facet | Bagarinao, Epifanio Watanabe, Hirohisa Maesawa, Satoshi Mori, Daisuke Hara, Kazuhiro Kawabata, Kazuya Yoneyama, Noritaka Ohdake, Reiko Imai, Kazunori Masuda, Michihito Yokoi, Takamasa Ogura, Aya Taoka, Toshiaki Koyama, Shuji Tanabe, Hiroki C. Katsuno, Masahisa Wakabayashi, Toshihiko Kuzuya, Masafumi Ozaki, Norio Hoshiyama, Minoru Isoda, Haruo Naganawa, Shinji Sobue, Gen |
author_sort | Bagarinao, Epifanio |
collection | PubMed |
description | Healthy aging is associated with structural and functional changes in the brain even in individuals who are free of neurodegenerative diseases. Using resting state functional magnetic resonance imaging data from a carefully selected cohort of participants, we examined cross sectional changes in the functional organization of several large-scale brain networks over the adult lifespan and its potential association with general cognitive performance. Converging results from multiple analyses at the voxel, node, and network levels showed widespread reorganization of functional brain networks with increasing age. Specifically, the primary processing (visual and sensorimotor) and visuospatial (dorsal attention) networks showed diminished network integrity, while the so-called core neurocognitive (executive control, salience, and default mode) and basal ganglia networks exhibited relatively preserved between-network connections. The visuospatial and precuneus networks also showed significantly more widespread increased connectivity with other networks. Graph analysis suggested that this reorganization progressed towards a more integrated network topology. General cognitive performance, assessed by Addenbrooke’s Cognitive Examination-Revised total score, was positively correlated with between-network connectivity among the core neurocognitive and basal ganglia networks and the integrity of the primary processing and visuospatial networks. Mediation analyses further indicated that the observed association between aging and relative decline in cognitive performance could be mediated by changes in relevant functional connectivity measures. Overall, these findings provided further evidence supporting widespread age-related brain network reorganization and its potential association with general cognitive performance during healthy aging. |
format | Online Article Text |
id | pubmed-6684569 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-66845692019-08-11 Reorganization of brain networks and its association with general cognitive performance over the adult lifespan Bagarinao, Epifanio Watanabe, Hirohisa Maesawa, Satoshi Mori, Daisuke Hara, Kazuhiro Kawabata, Kazuya Yoneyama, Noritaka Ohdake, Reiko Imai, Kazunori Masuda, Michihito Yokoi, Takamasa Ogura, Aya Taoka, Toshiaki Koyama, Shuji Tanabe, Hiroki C. Katsuno, Masahisa Wakabayashi, Toshihiko Kuzuya, Masafumi Ozaki, Norio Hoshiyama, Minoru Isoda, Haruo Naganawa, Shinji Sobue, Gen Sci Rep Article Healthy aging is associated with structural and functional changes in the brain even in individuals who are free of neurodegenerative diseases. Using resting state functional magnetic resonance imaging data from a carefully selected cohort of participants, we examined cross sectional changes in the functional organization of several large-scale brain networks over the adult lifespan and its potential association with general cognitive performance. Converging results from multiple analyses at the voxel, node, and network levels showed widespread reorganization of functional brain networks with increasing age. Specifically, the primary processing (visual and sensorimotor) and visuospatial (dorsal attention) networks showed diminished network integrity, while the so-called core neurocognitive (executive control, salience, and default mode) and basal ganglia networks exhibited relatively preserved between-network connections. The visuospatial and precuneus networks also showed significantly more widespread increased connectivity with other networks. Graph analysis suggested that this reorganization progressed towards a more integrated network topology. General cognitive performance, assessed by Addenbrooke’s Cognitive Examination-Revised total score, was positively correlated with between-network connectivity among the core neurocognitive and basal ganglia networks and the integrity of the primary processing and visuospatial networks. Mediation analyses further indicated that the observed association between aging and relative decline in cognitive performance could be mediated by changes in relevant functional connectivity measures. Overall, these findings provided further evidence supporting widespread age-related brain network reorganization and its potential association with general cognitive performance during healthy aging. Nature Publishing Group UK 2019-08-06 /pmc/articles/PMC6684569/ /pubmed/31388057 http://dx.doi.org/10.1038/s41598-019-47922-x Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Bagarinao, Epifanio Watanabe, Hirohisa Maesawa, Satoshi Mori, Daisuke Hara, Kazuhiro Kawabata, Kazuya Yoneyama, Noritaka Ohdake, Reiko Imai, Kazunori Masuda, Michihito Yokoi, Takamasa Ogura, Aya Taoka, Toshiaki Koyama, Shuji Tanabe, Hiroki C. Katsuno, Masahisa Wakabayashi, Toshihiko Kuzuya, Masafumi Ozaki, Norio Hoshiyama, Minoru Isoda, Haruo Naganawa, Shinji Sobue, Gen Reorganization of brain networks and its association with general cognitive performance over the adult lifespan |
title | Reorganization of brain networks and its association with general cognitive performance over the adult lifespan |
title_full | Reorganization of brain networks and its association with general cognitive performance over the adult lifespan |
title_fullStr | Reorganization of brain networks and its association with general cognitive performance over the adult lifespan |
title_full_unstemmed | Reorganization of brain networks and its association with general cognitive performance over the adult lifespan |
title_short | Reorganization of brain networks and its association with general cognitive performance over the adult lifespan |
title_sort | reorganization of brain networks and its association with general cognitive performance over the adult lifespan |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6684569/ https://www.ncbi.nlm.nih.gov/pubmed/31388057 http://dx.doi.org/10.1038/s41598-019-47922-x |
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