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Accrual of functional redundancy along the lifespan and its effects on cognition
Despite the necessity to understand how the brain endures the initial stages of age-associated cognitive decline, no brain mechanism has been quantitatively specified to date. The brain may withstand the effects of cognitive aging through redundancy, a design feature in engineered and biological sys...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8022200/ https://www.ncbi.nlm.nih.gov/pubmed/33486125 http://dx.doi.org/10.1016/j.neuroimage.2021.117737 |
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author | Sadiq, Muhammad Usman Langella, Stephanie Giovanello, Kelly S. Mucha, Peter J. Dayan, Eran |
author_facet | Sadiq, Muhammad Usman Langella, Stephanie Giovanello, Kelly S. Mucha, Peter J. Dayan, Eran |
author_sort | Sadiq, Muhammad Usman |
collection | PubMed |
description | Despite the necessity to understand how the brain endures the initial stages of age-associated cognitive decline, no brain mechanism has been quantitatively specified to date. The brain may withstand the effects of cognitive aging through redundancy, a design feature in engineered and biological systems, which entails the presence of substitute elements to protect it against failure. Here, we investigated the relationship between functional network redundancy and age over the human lifespan and their interaction with cognition, analyzing resting-state functional MRI images and cognitive measures from 579 subjects. Network-wide redundancy was significantly associated with age, showing a stronger link with age than other major topological measures, presenting a pattern of accumulation followed by old-age decline. Critically, redundancy significantly mediated the association between age and executive function, with lower anti-correlation between age and cognition in subjects with high redundancy. The results suggest that functional redundancy accrues throughout the lifespan, mitigating the effects of age on cognition. |
format | Online Article Text |
id | pubmed-8022200 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
record_format | MEDLINE/PubMed |
spelling | pubmed-80222002021-04-06 Accrual of functional redundancy along the lifespan and its effects on cognition Sadiq, Muhammad Usman Langella, Stephanie Giovanello, Kelly S. Mucha, Peter J. Dayan, Eran Neuroimage Article Despite the necessity to understand how the brain endures the initial stages of age-associated cognitive decline, no brain mechanism has been quantitatively specified to date. The brain may withstand the effects of cognitive aging through redundancy, a design feature in engineered and biological systems, which entails the presence of substitute elements to protect it against failure. Here, we investigated the relationship between functional network redundancy and age over the human lifespan and their interaction with cognition, analyzing resting-state functional MRI images and cognitive measures from 579 subjects. Network-wide redundancy was significantly associated with age, showing a stronger link with age than other major topological measures, presenting a pattern of accumulation followed by old-age decline. Critically, redundancy significantly mediated the association between age and executive function, with lower anti-correlation between age and cognition in subjects with high redundancy. The results suggest that functional redundancy accrues throughout the lifespan, mitigating the effects of age on cognition. 2021-01-21 2021-04-01 /pmc/articles/PMC8022200/ /pubmed/33486125 http://dx.doi.org/10.1016/j.neuroimage.2021.117737 Text en This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/) |
spellingShingle | Article Sadiq, Muhammad Usman Langella, Stephanie Giovanello, Kelly S. Mucha, Peter J. Dayan, Eran Accrual of functional redundancy along the lifespan and its effects on cognition |
title | Accrual of functional redundancy along the lifespan and its effects on cognition |
title_full | Accrual of functional redundancy along the lifespan and its effects on cognition |
title_fullStr | Accrual of functional redundancy along the lifespan and its effects on cognition |
title_full_unstemmed | Accrual of functional redundancy along the lifespan and its effects on cognition |
title_short | Accrual of functional redundancy along the lifespan and its effects on cognition |
title_sort | accrual of functional redundancy along the lifespan and its effects on cognition |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8022200/ https://www.ncbi.nlm.nih.gov/pubmed/33486125 http://dx.doi.org/10.1016/j.neuroimage.2021.117737 |
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