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The lack of temporal brain dynamics asymmetry as a signature of impaired consciousness states
Life is a constant battle against equilibrium. From the cellular level to the macroscopic scale, living organisms as dissipative systems require the violation of their detailed balance, i.e. metabolic enzymatic reactions, in order to survive. We present a framework based on temporal asymmetry as a m...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10102727/ https://www.ncbi.nlm.nih.gov/pubmed/37065259 http://dx.doi.org/10.1098/rsfs.2022.0086 |
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author | G-Guzmán, Elvira Perl, Yonatan Sanz Vohryzek, Jakub Escrichs, Anira Manasova, Dragana Türker, Başak Tagliazucchi, Enzo Kringelbach, Morten Sitt, Jacobo D. Deco, Gustavo |
author_facet | G-Guzmán, Elvira Perl, Yonatan Sanz Vohryzek, Jakub Escrichs, Anira Manasova, Dragana Türker, Başak Tagliazucchi, Enzo Kringelbach, Morten Sitt, Jacobo D. Deco, Gustavo |
author_sort | G-Guzmán, Elvira |
collection | PubMed |
description | Life is a constant battle against equilibrium. From the cellular level to the macroscopic scale, living organisms as dissipative systems require the violation of their detailed balance, i.e. metabolic enzymatic reactions, in order to survive. We present a framework based on temporal asymmetry as a measure of non-equilibrium. By means of statistical physics, it was discovered that temporal asymmetries establish an arrow of time useful for assessing the reversibility in human brain time series. Previous studies in human and non-human primates have shown that decreased consciousness states such as sleep and anaesthesia result in brain dynamics closer to the equilibrium. Furthermore, there is growing interest in the analysis of brain symmetry based on neuroimaging recordings and since it is a non-invasive technique, it can be extended to different brain imaging modalities and applied at different temporo-spatial scales. In the present study, we provide a detailed description of our methodological approach, paying special attention to the theories that motivated this work. We test, for the first time, the reversibility analysis in human functional magnetic resonance imaging data in patients suffering from disorder of consciousness. We verify that the tendency of a decrease in the asymmetry of the brain signal together with the decrease in non-stationarity are key characteristics of impaired consciousness states. We expect that this work will open the way for assessing biomarkers for patients' improvement and classification, as well as motivating further research on the mechanistic understanding underlying states of impaired consciousness. |
format | Online Article Text |
id | pubmed-10102727 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-101027272023-04-15 The lack of temporal brain dynamics asymmetry as a signature of impaired consciousness states G-Guzmán, Elvira Perl, Yonatan Sanz Vohryzek, Jakub Escrichs, Anira Manasova, Dragana Türker, Başak Tagliazucchi, Enzo Kringelbach, Morten Sitt, Jacobo D. Deco, Gustavo Interface Focus Articles Life is a constant battle against equilibrium. From the cellular level to the macroscopic scale, living organisms as dissipative systems require the violation of their detailed balance, i.e. metabolic enzymatic reactions, in order to survive. We present a framework based on temporal asymmetry as a measure of non-equilibrium. By means of statistical physics, it was discovered that temporal asymmetries establish an arrow of time useful for assessing the reversibility in human brain time series. Previous studies in human and non-human primates have shown that decreased consciousness states such as sleep and anaesthesia result in brain dynamics closer to the equilibrium. Furthermore, there is growing interest in the analysis of brain symmetry based on neuroimaging recordings and since it is a non-invasive technique, it can be extended to different brain imaging modalities and applied at different temporo-spatial scales. In the present study, we provide a detailed description of our methodological approach, paying special attention to the theories that motivated this work. We test, for the first time, the reversibility analysis in human functional magnetic resonance imaging data in patients suffering from disorder of consciousness. We verify that the tendency of a decrease in the asymmetry of the brain signal together with the decrease in non-stationarity are key characteristics of impaired consciousness states. We expect that this work will open the way for assessing biomarkers for patients' improvement and classification, as well as motivating further research on the mechanistic understanding underlying states of impaired consciousness. The Royal Society 2023-04-14 /pmc/articles/PMC10102727/ /pubmed/37065259 http://dx.doi.org/10.1098/rsfs.2022.0086 Text en © 2023 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Articles G-Guzmán, Elvira Perl, Yonatan Sanz Vohryzek, Jakub Escrichs, Anira Manasova, Dragana Türker, Başak Tagliazucchi, Enzo Kringelbach, Morten Sitt, Jacobo D. Deco, Gustavo The lack of temporal brain dynamics asymmetry as a signature of impaired consciousness states |
title | The lack of temporal brain dynamics asymmetry as a signature of impaired consciousness states |
title_full | The lack of temporal brain dynamics asymmetry as a signature of impaired consciousness states |
title_fullStr | The lack of temporal brain dynamics asymmetry as a signature of impaired consciousness states |
title_full_unstemmed | The lack of temporal brain dynamics asymmetry as a signature of impaired consciousness states |
title_short | The lack of temporal brain dynamics asymmetry as a signature of impaired consciousness states |
title_sort | lack of temporal brain dynamics asymmetry as a signature of impaired consciousness states |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10102727/ https://www.ncbi.nlm.nih.gov/pubmed/37065259 http://dx.doi.org/10.1098/rsfs.2022.0086 |
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