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Criticality Creates a Functional Platform for Network Transitions Between Internal and External Processing Modes in the Human Brain

Continuous switching between internal and external modes in the brain appears important for generating models of the self and the world. However, how the brain transitions between these two modes remains unknown. We propose that a large synchronization fluctuation of brain networks, emerging only ne...

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Autores principales: Kim, Minkyung, Kim, Hyoungkyu, Huang, Zirui, Mashour, George A., Jordan, Denis, Ilg, Rüdiger, Lee, UnCheol
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8657781/
https://www.ncbi.nlm.nih.gov/pubmed/34899199
http://dx.doi.org/10.3389/fnsys.2021.657809
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author Kim, Minkyung
Kim, Hyoungkyu
Huang, Zirui
Mashour, George A.
Jordan, Denis
Ilg, Rüdiger
Lee, UnCheol
author_facet Kim, Minkyung
Kim, Hyoungkyu
Huang, Zirui
Mashour, George A.
Jordan, Denis
Ilg, Rüdiger
Lee, UnCheol
author_sort Kim, Minkyung
collection PubMed
description Continuous switching between internal and external modes in the brain appears important for generating models of the self and the world. However, how the brain transitions between these two modes remains unknown. We propose that a large synchronization fluctuation of brain networks, emerging only near criticality (i.e., a balanced state between order and disorder), spontaneously creates temporal windows with distinct preferences for integrating the network’s internal information or for processing external stimuli. Using a computational model, electroencephalography (EEG) analysis, and functional magnetic resonance imaging (fMRI) analysis during alterations of consciousness in humans, we report that synchronized and incoherent networks, respectively, bias toward internal and external information with specific network configurations. In the brain network model and EEG-based network, the network preferences are the most prominent at criticality and in conscious states associated with the bandwidth 4−12 Hz, with alternating functional network configurations. However, these network configurations are selectively disrupted in different states of consciousness such as general anesthesia, psychedelic states, minimally conscious states, and unresponsive wakefulness syndrome. The network preference for internal information integration is only significant in conscious states and psychedelic states, but not in other unconscious states, suggesting the importance of internal information integration in maintaining consciousness. The fMRI co-activation pattern analysis shows that functional networks that are sensitive to external stimuli–such as default mode, dorsal attentional, and frontoparietal networks–are activated in incoherent states, while insensitive networks, such as global activation and deactivation networks, are dominated in highly synchronized states. We suggest that criticality produces a functional platform for the brain’s capability for continuous switching between two modes, which is crucial for the emergence of consciousness.
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spelling pubmed-86577812021-12-10 Criticality Creates a Functional Platform for Network Transitions Between Internal and External Processing Modes in the Human Brain Kim, Minkyung Kim, Hyoungkyu Huang, Zirui Mashour, George A. Jordan, Denis Ilg, Rüdiger Lee, UnCheol Front Syst Neurosci Neuroscience Continuous switching between internal and external modes in the brain appears important for generating models of the self and the world. However, how the brain transitions between these two modes remains unknown. We propose that a large synchronization fluctuation of brain networks, emerging only near criticality (i.e., a balanced state between order and disorder), spontaneously creates temporal windows with distinct preferences for integrating the network’s internal information or for processing external stimuli. Using a computational model, electroencephalography (EEG) analysis, and functional magnetic resonance imaging (fMRI) analysis during alterations of consciousness in humans, we report that synchronized and incoherent networks, respectively, bias toward internal and external information with specific network configurations. In the brain network model and EEG-based network, the network preferences are the most prominent at criticality and in conscious states associated with the bandwidth 4−12 Hz, with alternating functional network configurations. However, these network configurations are selectively disrupted in different states of consciousness such as general anesthesia, psychedelic states, minimally conscious states, and unresponsive wakefulness syndrome. The network preference for internal information integration is only significant in conscious states and psychedelic states, but not in other unconscious states, suggesting the importance of internal information integration in maintaining consciousness. The fMRI co-activation pattern analysis shows that functional networks that are sensitive to external stimuli–such as default mode, dorsal attentional, and frontoparietal networks–are activated in incoherent states, while insensitive networks, such as global activation and deactivation networks, are dominated in highly synchronized states. We suggest that criticality produces a functional platform for the brain’s capability for continuous switching between two modes, which is crucial for the emergence of consciousness. Frontiers Media S.A. 2021-11-25 /pmc/articles/PMC8657781/ /pubmed/34899199 http://dx.doi.org/10.3389/fnsys.2021.657809 Text en Copyright © 2021 Kim, Kim, Huang, Mashour, Jordan, Ilg and Lee. 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 Neuroscience
Kim, Minkyung
Kim, Hyoungkyu
Huang, Zirui
Mashour, George A.
Jordan, Denis
Ilg, Rüdiger
Lee, UnCheol
Criticality Creates a Functional Platform for Network Transitions Between Internal and External Processing Modes in the Human Brain
title Criticality Creates a Functional Platform for Network Transitions Between Internal and External Processing Modes in the Human Brain
title_full Criticality Creates a Functional Platform for Network Transitions Between Internal and External Processing Modes in the Human Brain
title_fullStr Criticality Creates a Functional Platform for Network Transitions Between Internal and External Processing Modes in the Human Brain
title_full_unstemmed Criticality Creates a Functional Platform for Network Transitions Between Internal and External Processing Modes in the Human Brain
title_short Criticality Creates a Functional Platform for Network Transitions Between Internal and External Processing Modes in the Human Brain
title_sort criticality creates a functional platform for network transitions between internal and external processing modes in the human brain
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8657781/
https://www.ncbi.nlm.nih.gov/pubmed/34899199
http://dx.doi.org/10.3389/fnsys.2021.657809
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