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Consciousness alteration in focal epilepsy is related to loss of signal complexity and information processing

Alteration of awareness is a main feature of focal epileptic seizures. In this work, we studied how the information contained in EEG signals was modified during temporal lobe seizures with altered awareness by using permutation entropy (PE) as a measure of the complexity of the signal. PE estimation...

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Autores principales: El Youssef, Nada, Jegou, Aude, Makhalova, Julia, Naccache, Lionel, Bénar, Christian, Bartolomei, Fabrice
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9789957/
https://www.ncbi.nlm.nih.gov/pubmed/36566285
http://dx.doi.org/10.1038/s41598-022-25861-4
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author El Youssef, Nada
Jegou, Aude
Makhalova, Julia
Naccache, Lionel
Bénar, Christian
Bartolomei, Fabrice
author_facet El Youssef, Nada
Jegou, Aude
Makhalova, Julia
Naccache, Lionel
Bénar, Christian
Bartolomei, Fabrice
author_sort El Youssef, Nada
collection PubMed
description Alteration of awareness is a main feature of focal epileptic seizures. In this work, we studied how the information contained in EEG signals was modified during temporal lobe seizures with altered awareness by using permutation entropy (PE) as a measure of the complexity of the signal. PE estimation was performed in thirty-six seizures of sixteen patients with temporal lobe epilepsy who underwent SEEG recordings. We tested whether altered awareness (based on the Consciousness Seizure Score) was correlated with a loss of signal complexity. We estimated global changes in PE as well as regional changes to gain insight into the mechanisms associated with awareness impairment. Our results reveal a positive correlation between the decrease of entropy and the consciousness score as well as the existence of a threshold on entropy that could discriminate seizures with no alteration of awareness from seizures with profound alteration of awareness. The loss of signal complexity was diffuse, extending bilaterally and to the associative cortices, in patients with profound alteration of awareness and limited to the temporal mesial structures in patients with no alteration of awareness. Thus PE is a promising tool to discriminate between the different subgroups of awareness alteration in TLE.
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spelling pubmed-97899572022-12-26 Consciousness alteration in focal epilepsy is related to loss of signal complexity and information processing El Youssef, Nada Jegou, Aude Makhalova, Julia Naccache, Lionel Bénar, Christian Bartolomei, Fabrice Sci Rep Article Alteration of awareness is a main feature of focal epileptic seizures. In this work, we studied how the information contained in EEG signals was modified during temporal lobe seizures with altered awareness by using permutation entropy (PE) as a measure of the complexity of the signal. PE estimation was performed in thirty-six seizures of sixteen patients with temporal lobe epilepsy who underwent SEEG recordings. We tested whether altered awareness (based on the Consciousness Seizure Score) was correlated with a loss of signal complexity. We estimated global changes in PE as well as regional changes to gain insight into the mechanisms associated with awareness impairment. Our results reveal a positive correlation between the decrease of entropy and the consciousness score as well as the existence of a threshold on entropy that could discriminate seizures with no alteration of awareness from seizures with profound alteration of awareness. The loss of signal complexity was diffuse, extending bilaterally and to the associative cortices, in patients with profound alteration of awareness and limited to the temporal mesial structures in patients with no alteration of awareness. Thus PE is a promising tool to discriminate between the different subgroups of awareness alteration in TLE. Nature Publishing Group UK 2022-12-24 /pmc/articles/PMC9789957/ /pubmed/36566285 http://dx.doi.org/10.1038/s41598-022-25861-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
El Youssef, Nada
Jegou, Aude
Makhalova, Julia
Naccache, Lionel
Bénar, Christian
Bartolomei, Fabrice
Consciousness alteration in focal epilepsy is related to loss of signal complexity and information processing
title Consciousness alteration in focal epilepsy is related to loss of signal complexity and information processing
title_full Consciousness alteration in focal epilepsy is related to loss of signal complexity and information processing
title_fullStr Consciousness alteration in focal epilepsy is related to loss of signal complexity and information processing
title_full_unstemmed Consciousness alteration in focal epilepsy is related to loss of signal complexity and information processing
title_short Consciousness alteration in focal epilepsy is related to loss of signal complexity and information processing
title_sort consciousness alteration in focal epilepsy is related to loss of signal complexity and information processing
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9789957/
https://www.ncbi.nlm.nih.gov/pubmed/36566285
http://dx.doi.org/10.1038/s41598-022-25861-4
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