Cognitive performance in healthy older adults relates to spontaneous switching between states of functional connectivity during rest

Detalhes bibliográficos
Autor(a) principal: Cabral, Joana
Data de Publicação: 2017
Outros Autores: 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.
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.
id RCAP_679cfd97215d2103bf829b390e2d0c35
oai_identifier_str oai:repositorium.sdum.uminho.pt:1822/49683
network_acronym_str RCAP
network_name_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository_id_str 7160
spelling 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
repository.mail.fl_str_mv
_version_ 1799133076313341952