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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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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. |
format | Online Article Text |
id | pubmed-8081345 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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