Cognitive performance in healthy older adults relates to spontaneous switching between states of functional connectivity during rest
Autor(a) principal: | |
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Data de Publicação: | 2017 |
Outros Autores: | , , , , , , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/1822/49683 |
Resumo: | Growing evidence has shown that brain activity at rest slowly wanders through a repertoire of different states, where whole-brain functional connectivity (FC) temporarily settles into distinct FC patterns. Nevertheless, the functional role of resting-state activity remains unclear. Here, we investigate how the switching behavior of resting-state FC relates with cognitive performance in healthy older adults. We analyse resting-state fMRI data from 98 healthy adults previously categorized as being among the best or among the worst performers in a cohort study of >1000 subjects aged 50+ who underwent neuropsychological assessment. We use a novel approach focusing on the dominant FC pattern captured by the leading eigenvector of dynamic FC matrices. Recurrent FC patterns - or states - are detected and characterized in terms of lifetime, probability of occurrence and switching profiles. We find that poorer cognitive performance is associated with weaker FC temporal similarity together with altered switching between FC states. These results provide new evidence linking the switching dynamics of FC during rest with cognitive performance in later life, reinforcing the functional role of resting-state activity for effective cognitive processing. |
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Cognitive performance in healthy older adults relates to spontaneous switching between states of functional connectivity during restCiências Médicas::Medicina BásicaScience & TechnologyGrowing evidence has shown that brain activity at rest slowly wanders through a repertoire of different states, where whole-brain functional connectivity (FC) temporarily settles into distinct FC patterns. Nevertheless, the functional role of resting-state activity remains unclear. Here, we investigate how the switching behavior of resting-state FC relates with cognitive performance in healthy older adults. We analyse resting-state fMRI data from 98 healthy adults previously categorized as being among the best or among the worst performers in a cohort study of >1000 subjects aged 50+ who underwent neuropsychological assessment. We use a novel approach focusing on the dominant FC pattern captured by the leading eigenvector of dynamic FC matrices. Recurrent FC patterns - or states - are detected and characterized in terms of lifetime, probability of occurrence and switching profiles. We find that poorer cognitive performance is associated with weaker FC temporal similarity together with altered switching between FC states. These results provide new evidence linking the switching dynamics of FC during rest with cognitive performance in later life, reinforcing the functional role of resting-state activity for effective cognitive processing.This project was financed by the Fundação Calouste Gulbenkian (Portugal) (Contract grant number: P-139977; project “Better mental health during ageing based on temporal prediction of individual brain ageing trajectories (TEMPO)”), co-financed by Portuguese North Regional Operational Program (ON.2) under the National Strategic Reference Framework (QREN), through the European Regional Development Fund (FEDER) as well as the Projecto Estratégico co-funded by FCT (PEst-C/SAU/LA0026-/2013) and the European Regional Development Fund COMPETE (FCOMP-01-0124-FEDER-037298) and under the scope of the project NORTE-01-0145-FEDER-000013, supported by the Northern Portugal Regional Operational Programme (NORTE 2020) under the Portugal 2020 Partnership Agreement through the European Regional Development Fundinfo:eu-repo/semantics/publishedVersionNature Publishing GroupUniversidade do MinhoCabral, JoanaVidaurre, DiegoMarques, Paulo César GonçalvesMagalhães, Ricardo José SilvaMoreira, Pedro Miguel SilvaSoares, José Miguel MontenegroDeco, GustavoSousa, NunoKringelbach, Morten L.2017-07-112017-07-11T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/49683engCabral, J., Vidaurre, D., Marques, P., Magalhães, R., Moreira, P. S., et. al. (2017). Cognitive performance in healthy older adults relates to spontaneous switching between states of functional connectivity during rest. Scientific Reports, 7(1)1662-515310.1038/s41598-017-05425-728698644https://www.nature.com/articles/s41598-017-05425-7info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T12:50:42Zoai:repositorium.sdum.uminho.pt:1822/49683Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:49:25.956912Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
Cognitive performance in healthy older adults relates to spontaneous switching between states of functional connectivity during rest |
title |
Cognitive performance in healthy older adults relates to spontaneous switching between states of functional connectivity during rest |
spellingShingle |
Cognitive performance in healthy older adults relates to spontaneous switching between states of functional connectivity during rest Cabral, Joana Ciências Médicas::Medicina Básica Science & Technology |
title_short |
Cognitive performance in healthy older adults relates to spontaneous switching between states of functional connectivity during rest |
title_full |
Cognitive performance in healthy older adults relates to spontaneous switching between states of functional connectivity during rest |
title_fullStr |
Cognitive performance in healthy older adults relates to spontaneous switching between states of functional connectivity during rest |
title_full_unstemmed |
Cognitive performance in healthy older adults relates to spontaneous switching between states of functional connectivity during rest |
title_sort |
Cognitive performance in healthy older adults relates to spontaneous switching between states of functional connectivity during rest |
author |
Cabral, Joana |
author_facet |
Cabral, Joana Vidaurre, Diego Marques, Paulo César Gonçalves Magalhães, Ricardo José Silva Moreira, Pedro Miguel Silva Soares, José Miguel Montenegro Deco, Gustavo Sousa, Nuno Kringelbach, Morten L. |
author_role |
author |
author2 |
Vidaurre, Diego Marques, Paulo César Gonçalves Magalhães, Ricardo José Silva Moreira, Pedro Miguel Silva Soares, José Miguel Montenegro Deco, Gustavo Sousa, Nuno Kringelbach, Morten L. |
author2_role |
author author author author author author author author |
dc.contributor.none.fl_str_mv |
Universidade do Minho |
dc.contributor.author.fl_str_mv |
Cabral, Joana Vidaurre, Diego Marques, Paulo César Gonçalves Magalhães, Ricardo José Silva Moreira, Pedro Miguel Silva Soares, José Miguel Montenegro Deco, Gustavo Sousa, Nuno Kringelbach, Morten L. |
dc.subject.por.fl_str_mv |
Ciências Médicas::Medicina Básica Science & Technology |
topic |
Ciências Médicas::Medicina Básica Science & Technology |
description |
Growing evidence has shown that brain activity at rest slowly wanders through a repertoire of different states, where whole-brain functional connectivity (FC) temporarily settles into distinct FC patterns. Nevertheless, the functional role of resting-state activity remains unclear. Here, we investigate how the switching behavior of resting-state FC relates with cognitive performance in healthy older adults. We analyse resting-state fMRI data from 98 healthy adults previously categorized as being among the best or among the worst performers in a cohort study of >1000 subjects aged 50+ who underwent neuropsychological assessment. We use a novel approach focusing on the dominant FC pattern captured by the leading eigenvector of dynamic FC matrices. Recurrent FC patterns - or states - are detected and characterized in terms of lifetime, probability of occurrence and switching profiles. We find that poorer cognitive performance is associated with weaker FC temporal similarity together with altered switching between FC states. These results provide new evidence linking the switching dynamics of FC during rest with cognitive performance in later life, reinforcing the functional role of resting-state activity for effective cognitive processing. |
publishDate |
2017 |
dc.date.none.fl_str_mv |
2017-07-11 2017-07-11T00:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/1822/49683 |
url |
http://hdl.handle.net/1822/49683 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
Cabral, J., Vidaurre, D., Marques, P., Magalhães, R., Moreira, P. S., et. al. (2017). Cognitive performance in healthy older adults relates to spontaneous switching between states of functional connectivity during rest. Scientific Reports, 7(1) 1662-5153 10.1038/s41598-017-05425-7 28698644 https://www.nature.com/articles/s41598-017-05425-7 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Nature Publishing Group |
publisher.none.fl_str_mv |
Nature Publishing Group |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
instname_str |
Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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1799133076313341952 |