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The dynamics of resting fluctuations in the brain: metastability and its dynamical cortical core

In the human brain, spontaneous activity during resting state consists of rapid transitions between functional network states over time but the underlying mechanisms are not understood. We use connectome based computational brain network modeling to reveal fundamental principles of how the human bra...

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Autores principales: Deco, Gustavo, Kringelbach, Morten L., Jirsa, Viktor K., Ritter, Petra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5465179/
https://www.ncbi.nlm.nih.gov/pubmed/28596608
http://dx.doi.org/10.1038/s41598-017-03073-5
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author Deco, Gustavo
Kringelbach, Morten L.
Jirsa, Viktor K.
Ritter, Petra
author_facet Deco, Gustavo
Kringelbach, Morten L.
Jirsa, Viktor K.
Ritter, Petra
author_sort Deco, Gustavo
collection PubMed
description In the human brain, spontaneous activity during resting state consists of rapid transitions between functional network states over time but the underlying mechanisms are not understood. We use connectome based computational brain network modeling to reveal fundamental principles of how the human brain generates large-scale activity observable by noninvasive neuroimaging. We used structural and functional neuroimaging data to construct whole- brain models. With this novel approach, we reveal that the human brain during resting state operates at maximum metastability, i.e. in a state of maximum network switching. In addition, we investigate cortical heterogeneity across areas. Optimization of the spectral characteristics of each local brain region revealed the dynamical cortical core of the human brain, which is driving the activity of the rest of the whole brain. Brain network modelling goes beyond correlational neuroimaging analysis and reveals non-trivial network mechanisms underlying non-invasive observations. Our novel findings significantly pertain to the important role of computational connectomics in understanding principles of brain function.
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spelling pubmed-54651792017-06-14 The dynamics of resting fluctuations in the brain: metastability and its dynamical cortical core Deco, Gustavo Kringelbach, Morten L. Jirsa, Viktor K. Ritter, Petra Sci Rep Article In the human brain, spontaneous activity during resting state consists of rapid transitions between functional network states over time but the underlying mechanisms are not understood. We use connectome based computational brain network modeling to reveal fundamental principles of how the human brain generates large-scale activity observable by noninvasive neuroimaging. We used structural and functional neuroimaging data to construct whole- brain models. With this novel approach, we reveal that the human brain during resting state operates at maximum metastability, i.e. in a state of maximum network switching. In addition, we investigate cortical heterogeneity across areas. Optimization of the spectral characteristics of each local brain region revealed the dynamical cortical core of the human brain, which is driving the activity of the rest of the whole brain. Brain network modelling goes beyond correlational neuroimaging analysis and reveals non-trivial network mechanisms underlying non-invasive observations. Our novel findings significantly pertain to the important role of computational connectomics in understanding principles of brain function. Nature Publishing Group UK 2017-06-08 /pmc/articles/PMC5465179/ /pubmed/28596608 http://dx.doi.org/10.1038/s41598-017-03073-5 Text en © The Author(s) 2017 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
Deco, Gustavo
Kringelbach, Morten L.
Jirsa, Viktor K.
Ritter, Petra
The dynamics of resting fluctuations in the brain: metastability and its dynamical cortical core
title The dynamics of resting fluctuations in the brain: metastability and its dynamical cortical core
title_full The dynamics of resting fluctuations in the brain: metastability and its dynamical cortical core
title_fullStr The dynamics of resting fluctuations in the brain: metastability and its dynamical cortical core
title_full_unstemmed The dynamics of resting fluctuations in the brain: metastability and its dynamical cortical core
title_short The dynamics of resting fluctuations in the brain: metastability and its dynamical cortical core
title_sort dynamics of resting fluctuations in the brain: metastability and its dynamical cortical core
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5465179/
https://www.ncbi.nlm.nih.gov/pubmed/28596608
http://dx.doi.org/10.1038/s41598-017-03073-5
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