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The metastable brain associated with autistic-like traits of typically developing individuals

Metastability in the brain is thought to be a mechanism involved in the dynamic organization of cognitive and behavioral functions across multiple spatiotemporal scales. However, it is not clear how such organization is realized in underlying neural oscillations in a high-dimensional state space. It...

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Detalles Bibliográficos
Autores principales: Sase, Takumi, Kitajo, Keiichi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8081345/
https://www.ncbi.nlm.nih.gov/pubmed/33861737
http://dx.doi.org/10.1371/journal.pcbi.1008929
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author Sase, Takumi
Kitajo, Keiichi
author_facet Sase, Takumi
Kitajo, Keiichi
author_sort Sase, Takumi
collection PubMed
description Metastability in the brain is thought to be a mechanism involved in the dynamic organization of cognitive and behavioral functions across multiple spatiotemporal scales. However, it is not clear how such organization is realized in underlying neural oscillations in a high-dimensional state space. It was shown that macroscopic oscillations often form phase-phase coupling (PPC) and phase-amplitude coupling (PAC), which result in synchronization and amplitude modulation, respectively, even without external stimuli. These oscillations can also make spontaneous transitions across synchronous states at rest. Using resting-state electroencephalographic signals and the autism-spectrum quotient scores acquired from healthy humans, we show experimental evidence that the PAC combined with PPC allows amplitude modulation to be transient, and that the metastable dynamics with this transient modulation is associated with autistic-like traits. In individuals with a longer attention span, such dynamics tended to show fewer transitions between states by forming delta-alpha PAC. We identified these states as two-dimensional metastable states that could share consistent patterns across individuals. Our findings suggest that the human brain dynamically organizes inter-individual differences in a hierarchy of macroscopic oscillations with multiple timescales by utilizing metastability.
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spelling pubmed-80813452021-05-06 The metastable brain associated with autistic-like traits of typically developing individuals Sase, Takumi Kitajo, Keiichi PLoS Comput Biol Research Article Metastability in the brain is thought to be a mechanism involved in the dynamic organization of cognitive and behavioral functions across multiple spatiotemporal scales. However, it is not clear how such organization is realized in underlying neural oscillations in a high-dimensional state space. It was shown that macroscopic oscillations often form phase-phase coupling (PPC) and phase-amplitude coupling (PAC), which result in synchronization and amplitude modulation, respectively, even without external stimuli. These oscillations can also make spontaneous transitions across synchronous states at rest. Using resting-state electroencephalographic signals and the autism-spectrum quotient scores acquired from healthy humans, we show experimental evidence that the PAC combined with PPC allows amplitude modulation to be transient, and that the metastable dynamics with this transient modulation is associated with autistic-like traits. In individuals with a longer attention span, such dynamics tended to show fewer transitions between states by forming delta-alpha PAC. We identified these states as two-dimensional metastable states that could share consistent patterns across individuals. Our findings suggest that the human brain dynamically organizes inter-individual differences in a hierarchy of macroscopic oscillations with multiple timescales by utilizing metastability. Public Library of Science 2021-04-16 /pmc/articles/PMC8081345/ /pubmed/33861737 http://dx.doi.org/10.1371/journal.pcbi.1008929 Text en © 2021 Sase, Kitajo https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Sase, Takumi
Kitajo, Keiichi
The metastable brain associated with autistic-like traits of typically developing individuals
title The metastable brain associated with autistic-like traits of typically developing individuals
title_full The metastable brain associated with autistic-like traits of typically developing individuals
title_fullStr The metastable brain associated with autistic-like traits of typically developing individuals
title_full_unstemmed The metastable brain associated with autistic-like traits of typically developing individuals
title_short The metastable brain associated with autistic-like traits of typically developing individuals
title_sort metastable brain associated with autistic-like traits of typically developing individuals
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8081345/
https://www.ncbi.nlm.nih.gov/pubmed/33861737
http://dx.doi.org/10.1371/journal.pcbi.1008929
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