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Criticality in the Healthy Brain

The excellence of the brain is its robustness under various types of noise and its flexibility under various environments. However, how the brain works is still a mystery. The critical brain hypothesis proposes a possible mechanism and states that criticality plays an important role in the healthy b...

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Autores principales: Shi, Jifan, Kirihara, Kenji, Tada, Mariko, Fujioka, Mao, Usui, Kaori, Koshiyama, Daisuke, Araki, Tsuyoshi, Chen, Luonan, Kasai, Kiyoto, Aihara, Kazuyuki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10013033/
https://www.ncbi.nlm.nih.gov/pubmed/36925577
http://dx.doi.org/10.3389/fnetp.2021.755685
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author Shi, Jifan
Kirihara, Kenji
Tada, Mariko
Fujioka, Mao
Usui, Kaori
Koshiyama, Daisuke
Araki, Tsuyoshi
Chen, Luonan
Kasai, Kiyoto
Aihara, Kazuyuki
author_facet Shi, Jifan
Kirihara, Kenji
Tada, Mariko
Fujioka, Mao
Usui, Kaori
Koshiyama, Daisuke
Araki, Tsuyoshi
Chen, Luonan
Kasai, Kiyoto
Aihara, Kazuyuki
author_sort Shi, Jifan
collection PubMed
description The excellence of the brain is its robustness under various types of noise and its flexibility under various environments. However, how the brain works is still a mystery. The critical brain hypothesis proposes a possible mechanism and states that criticality plays an important role in the healthy brain. Herein, using an electroencephalography dataset obtained from patients with psychotic disorders (PDs), ultra-high risk (UHR) individuals and healthy controls (HCs), and its dynamical network analysis, we show that the brain of HCs remains around a critical state, whereas that of patients with PD falls into more stable states. Meanwhile, the brain of UHR individuals is similar to that of PD in terms of entropy but is analogous to that of HCs in causality patterns. These results not only provide evidence for the criticality of the normal brain but also highlight the practicability of using an analytic biophysical tool to study the dynamical properties of mental diseases.
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spelling pubmed-100130332023-03-15 Criticality in the Healthy Brain Shi, Jifan Kirihara, Kenji Tada, Mariko Fujioka, Mao Usui, Kaori Koshiyama, Daisuke Araki, Tsuyoshi Chen, Luonan Kasai, Kiyoto Aihara, Kazuyuki Front Netw Physiol Network Physiology The excellence of the brain is its robustness under various types of noise and its flexibility under various environments. However, how the brain works is still a mystery. The critical brain hypothesis proposes a possible mechanism and states that criticality plays an important role in the healthy brain. Herein, using an electroencephalography dataset obtained from patients with psychotic disorders (PDs), ultra-high risk (UHR) individuals and healthy controls (HCs), and its dynamical network analysis, we show that the brain of HCs remains around a critical state, whereas that of patients with PD falls into more stable states. Meanwhile, the brain of UHR individuals is similar to that of PD in terms of entropy but is analogous to that of HCs in causality patterns. These results not only provide evidence for the criticality of the normal brain but also highlight the practicability of using an analytic biophysical tool to study the dynamical properties of mental diseases. Frontiers Media S.A. 2022-01-18 /pmc/articles/PMC10013033/ /pubmed/36925577 http://dx.doi.org/10.3389/fnetp.2021.755685 Text en Copyright © 2022 Shi, Kirihara, Tada, Fujioka, Usui, Koshiyama, Araki, Chen, Kasai and Aihara. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Network Physiology
Shi, Jifan
Kirihara, Kenji
Tada, Mariko
Fujioka, Mao
Usui, Kaori
Koshiyama, Daisuke
Araki, Tsuyoshi
Chen, Luonan
Kasai, Kiyoto
Aihara, Kazuyuki
Criticality in the Healthy Brain
title Criticality in the Healthy Brain
title_full Criticality in the Healthy Brain
title_fullStr Criticality in the Healthy Brain
title_full_unstemmed Criticality in the Healthy Brain
title_short Criticality in the Healthy Brain
title_sort criticality in the healthy brain
topic Network Physiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10013033/
https://www.ncbi.nlm.nih.gov/pubmed/36925577
http://dx.doi.org/10.3389/fnetp.2021.755685
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