Whole-Brain Dynamics in Aging: Disruptions in Functional Connectivity and the Role of the Rich Club.


Journal

Cerebral cortex (New York, N.Y. : 1991)
ISSN: 1460-2199
Titre abrégé: Cereb Cortex
Pays: United States
ID NLM: 9110718

Informations de publication

Date de publication:
31 03 2021
Historique:
received: 15 07 2020
revised: 29 10 2020
accepted: 29 10 2020
pubmed: 23 12 2020
medline: 15 2 2022
entrez: 22 12 2020
Statut: ppublish

Résumé

Normal aging causes disruptions in the brain that can lead to cognitive decline. Resting-state functional magnetic resonance imaging studies have found significant age-related alterations in functional connectivity across various networks. Nevertheless, most of the studies have focused mainly on static functional connectivity. Studying the dynamics of resting-state brain activity across the whole-brain functional network can provide a better characterization of age-related changes. Here, we employed two data-driven whole-brain approaches based on the phase synchronization of blood-oxygen-level-dependent signals to analyze resting-state fMRI data from 620 subjects divided into two groups (middle-age group (n = 310); age range, 50-64 years versus older group (n = 310); age range, 65-91 years). Applying the intrinsic-ignition framework to assess the effect of spontaneous local activation events on local-global integration, we found that the older group showed higher intrinsic ignition across the whole-brain functional network, but lower metastability. Using Leading Eigenvector Dynamics Analysis, we found that the older group showed reduced ability to access a metastable substate that closely overlaps with the so-called rich club. These findings suggest that functional whole-brain dynamics are altered in aging, probably due to a deficiency in a metastable substate that is key for efficient global communication in the brain.

Identifiants

pubmed: 33350451
pii: 6043816
doi: 10.1093/cercor/bhaa367
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

2466-2481

Commentaires et corrections

Type : ErratumIn

Informations de copyright

© The Author(s) 2020. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.

Auteurs

Anira Escrichs (A)

Computational Neuroscience Group, Center for Brain and Cognition, Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona, Catalonia, Spain.

Carles Biarnes (C)

Department of Radiology (IDI), Hospital Universitari de Girona Dr Josep Trueta, Girona, Spain.
Girona Biomedical Research Institute (IDIBGI), Hospital Universitari de Girona Dr Josep Trueta, Girona, Spain.

Josep Garre-Olmo (J)

Girona Biomedical Research Institute (IDIBGI), Hospital Universitari de Girona Dr Josep Trueta, Girona, Spain.
Department of Medical Sciences, School of Medicine, University of Girona, Girona, Spain.
Institut d'Assistència Sanitària, Salt (Girona), Spain.

José Manuel Fernández-Real (JM)

Girona Biomedical Research Institute (IDIBGI), Hospital Universitari de Girona Dr Josep Trueta, Girona, Spain.
Department of Medical Sciences, School of Medicine, University of Girona, Girona, Spain.
Department of Diabetes, Endocrinology and Nutrition, IDIBGI, Hospital Universitari de Girona Dr Josep Trueta, and CIBER Fisiopatología de la Obesidad y Nutrición (CIBERobn), Girona, Spain.

Rafel Ramos (R)

Girona Biomedical Research Institute (IDIBGI), Hospital Universitari de Girona Dr Josep Trueta, Girona, Spain.
Department of Medical Sciences, School of Medicine, University of Girona, Girona, Spain.
Vascular Health Research Group of Girona (ISV-Girona), Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Girona, Spain.
Primary Care Services, Catalan Institute of Health (ICS), Girona, Spain.

Reinald Pamplona (R)

Department of Experimental Medicine, Faculty of Medicine, University of Lleida-IRBLleida, Lleida, Spain.

Ramon Brugada (R)

Girona Biomedical Research Institute (IDIBGI), Hospital Universitari de Girona Dr Josep Trueta, Girona, Spain.
Department of Medical Sciences, School of Medicine, University of Girona, Girona, Spain.
Cardiovascular Genetics Center, IDIBGI, CIBER-CV, Girona, Spain.

Joaquin Serena (J)

Girona Biomedical Research Institute (IDIBGI), Hospital Universitari de Girona Dr Josep Trueta, Girona, Spain.
Department of Medical Sciences, School of Medicine, University of Girona, Girona, Spain.
Department of Neurology, Hospital Universitari de Girona Dr Josep Trueta, Girona, Spain.

Lluís Ramió-Torrentà (L)

Girona Biomedical Research Institute (IDIBGI), Hospital Universitari de Girona Dr Josep Trueta, Girona, Spain.
Department of Medical Sciences, School of Medicine, University of Girona, Girona, Spain.
Department of Neurology, Hospital Universitari de Girona Dr Josep Trueta, Girona, Spain.

Gabriel Coll-De-Tuero (G)

Department of Medical Sciences, School of Medicine, University of Girona, Girona, Spain.
Vascular Health Research Group of Girona (ISV-Girona), Institut Universitari d'Investigació en Atenció Primària Jordi Gol (IDIAP Jordi Gol), Girona, Spain.
CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain.

Luís Gallart (L)

Biobanc, Girona Biomedical Research Institute (IDIBGI), Girona, Spain.

Jordi Barretina (J)

Girona Biomedical Research Institute (IDIBGI), Hospital Universitari de Girona Dr Josep Trueta, Girona, Spain.

Joan C Vilanova (JC)

Department of Radiology (IDI), Hospital Universitari de Girona Dr Josep Trueta, Girona, Spain.
Girona Biomedical Research Institute (IDIBGI), Hospital Universitari de Girona Dr Josep Trueta, Girona, Spain.
Department of Medical Sciences, School of Medicine, University of Girona, Girona, Spain.

Jordi Mayneris-Perxachs (J)

Girona Biomedical Research Institute (IDIBGI), Hospital Universitari de Girona Dr Josep Trueta, Girona, Spain.
Department of Diabetes, Endocrinology and Nutrition, IDIBGI, Hospital Universitari de Girona Dr Josep Trueta, and CIBER Fisiopatología de la Obesidad y Nutrición (CIBERobn), Girona, Spain.

Marco Essig (M)

Department of Radiology, University of Manitoba, Winnipeg, Canada.

Chase R Figley (CR)

Department of Radiology, University of Manitoba, Winnipeg, Canada.

Salvador Pedraza (S)

Department of Radiology (IDI), Hospital Universitari de Girona Dr Josep Trueta, Girona, Spain.
Girona Biomedical Research Institute (IDIBGI), Hospital Universitari de Girona Dr Josep Trueta, Girona, Spain.
Department of Medical Sciences, School of Medicine, University of Girona, Girona, Spain.

Josep Puig (J)

Department of Radiology (IDI), Hospital Universitari de Girona Dr Josep Trueta, Girona, Spain.
Girona Biomedical Research Institute (IDIBGI), Hospital Universitari de Girona Dr Josep Trueta, Girona, Spain.
Department of Medical Sciences, School of Medicine, University of Girona, Girona, Spain.

Gustavo Deco (G)

Computational Neuroscience Group, Center for Brain and Cognition, Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona, Catalonia, Spain.
Institucio Catalana de la Recerca i Estudis Avancats (ICREA), Barcelona, Catalonia, Spain.
Department of Neuropsychology, Max Planck Institute for human Cognitive and Brain Sciences, Leipzig, Germany.
Turner Institute for Brain and Mental Health, Monash University, Melbourne, Victoria, Australia.

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