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Functional brain networks reveal the existence of cognitive reserve and the interplay between network topology and dynamics
We investigated how the organization of functional brain networks was related to cognitive reserve (CR) during a memory task in healthy aging. We obtained the magnetoencephalographic functional networks of 20 elders with a high or low CR level to analyse the differences at network features. We repor...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6043549/ https://www.ncbi.nlm.nih.gov/pubmed/30002460 http://dx.doi.org/10.1038/s41598-018-28747-6 |
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author | Martínez, Johann H. López, María Eugenia Ariza, Pedro Chavez, Mario Pineda-Pardo, José A. López-Sanz, David Gil, Pedro Maestú, Fernando Buldú, Javier M. |
author_facet | Martínez, Johann H. López, María Eugenia Ariza, Pedro Chavez, Mario Pineda-Pardo, José A. López-Sanz, David Gil, Pedro Maestú, Fernando Buldú, Javier M. |
author_sort | Martínez, Johann H. |
collection | PubMed |
description | We investigated how the organization of functional brain networks was related to cognitive reserve (CR) during a memory task in healthy aging. We obtained the magnetoencephalographic functional networks of 20 elders with a high or low CR level to analyse the differences at network features. We reported a negative correlation between synchronization of the whole network and CR, and observed differences both at the node and at the network level in: the average shortest path and the network outreach. Individuals with high CR required functional networks with lower links to successfully carry out the memory task. These results may indicate that those individuals with low CR level exhibited a dual pattern of compensation and network impairment, since their functioning was more energetically costly to perform the task as the high CR group. Additionally, we evaluated how the dynamical properties of the different brain regions were correlated to the network parameters obtaining that entropy was positively correlated with the strength and clustering coefficient, while complexity behaved conversely. Consequently, highly connected nodes of the functional networks showed a more stochastic and less complex signal. We consider that network approach may be a relevant tool to better understand brain functioning in aging. |
format | Online Article Text |
id | pubmed-6043549 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-60435492018-07-15 Functional brain networks reveal the existence of cognitive reserve and the interplay between network topology and dynamics Martínez, Johann H. López, María Eugenia Ariza, Pedro Chavez, Mario Pineda-Pardo, José A. López-Sanz, David Gil, Pedro Maestú, Fernando Buldú, Javier M. Sci Rep Article We investigated how the organization of functional brain networks was related to cognitive reserve (CR) during a memory task in healthy aging. We obtained the magnetoencephalographic functional networks of 20 elders with a high or low CR level to analyse the differences at network features. We reported a negative correlation between synchronization of the whole network and CR, and observed differences both at the node and at the network level in: the average shortest path and the network outreach. Individuals with high CR required functional networks with lower links to successfully carry out the memory task. These results may indicate that those individuals with low CR level exhibited a dual pattern of compensation and network impairment, since their functioning was more energetically costly to perform the task as the high CR group. Additionally, we evaluated how the dynamical properties of the different brain regions were correlated to the network parameters obtaining that entropy was positively correlated with the strength and clustering coefficient, while complexity behaved conversely. Consequently, highly connected nodes of the functional networks showed a more stochastic and less complex signal. We consider that network approach may be a relevant tool to better understand brain functioning in aging. Nature Publishing Group UK 2018-07-12 /pmc/articles/PMC6043549/ /pubmed/30002460 http://dx.doi.org/10.1038/s41598-018-28747-6 Text en © The Author(s) 2018 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 Martínez, Johann H. López, María Eugenia Ariza, Pedro Chavez, Mario Pineda-Pardo, José A. López-Sanz, David Gil, Pedro Maestú, Fernando Buldú, Javier M. Functional brain networks reveal the existence of cognitive reserve and the interplay between network topology and dynamics |
title | Functional brain networks reveal the existence of cognitive reserve and the interplay between network topology and dynamics |
title_full | Functional brain networks reveal the existence of cognitive reserve and the interplay between network topology and dynamics |
title_fullStr | Functional brain networks reveal the existence of cognitive reserve and the interplay between network topology and dynamics |
title_full_unstemmed | Functional brain networks reveal the existence of cognitive reserve and the interplay between network topology and dynamics |
title_short | Functional brain networks reveal the existence of cognitive reserve and the interplay between network topology and dynamics |
title_sort | functional brain networks reveal the existence of cognitive reserve and the interplay between network topology and dynamics |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6043549/ https://www.ncbi.nlm.nih.gov/pubmed/30002460 http://dx.doi.org/10.1038/s41598-018-28747-6 |
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