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Phase-Amplitude Coupling Localizes Pathologic Brain with Aid of Behavioral Staging in Sleep

Low frequency brain rhythms facilitate communication across large spatial regions in the brain and high frequency rhythms are thought to signify local processing among nearby assemblies. A heavily investigated mode by which these low frequency and high frequency phenomenon interact is phase-amplitud...

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Autores principales: Berry, Brent, Varatharajah, Yogatheesan, Kremen, Vaclav, Kucewicz, Michal, Guragain, Hari, Brinkmann, Benjamin, Duque, Juliano, Carvalho, Diego Z., Stead, Matt, Sieck, Gary, Worrell, Gregory
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10221792/
https://www.ncbi.nlm.nih.gov/pubmed/37240831
http://dx.doi.org/10.3390/life13051186
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author Berry, Brent
Varatharajah, Yogatheesan
Kremen, Vaclav
Kucewicz, Michal
Guragain, Hari
Brinkmann, Benjamin
Duque, Juliano
Carvalho, Diego Z.
Stead, Matt
Sieck, Gary
Worrell, Gregory
author_facet Berry, Brent
Varatharajah, Yogatheesan
Kremen, Vaclav
Kucewicz, Michal
Guragain, Hari
Brinkmann, Benjamin
Duque, Juliano
Carvalho, Diego Z.
Stead, Matt
Sieck, Gary
Worrell, Gregory
author_sort Berry, Brent
collection PubMed
description Low frequency brain rhythms facilitate communication across large spatial regions in the brain and high frequency rhythms are thought to signify local processing among nearby assemblies. A heavily investigated mode by which these low frequency and high frequency phenomenon interact is phase-amplitude coupling (PAC). This phenomenon has recently shown promise as a novel electrophysiologic biomarker, in a number of neurologic diseases including human epilepsy. In 17 medically refractory epilepsy patients undergoing phase-2 monitoring for the evaluation of surgical resection and in whom temporal depth electrodes were implanted, we investigated the electrophysiologic relationships of PAC in epileptogenic (seizure onset zone or SOZ) and non-epileptogenic tissue (non-SOZ). That this biomarker can differentiate seizure onset zone from non-seizure onset zone has been established with ictal and pre-ictal data, but less so with interictal data. Here we show that this biomarker can differentiate SOZ from non-SOZ interictally and is also a function of interictal epileptiform discharges. We also show a differential level of PAC in slow-wave-sleep relative to NREM1-2 and awake states. Lastly, we show AUROC evaluation of the localization of SOZ is optimal when utilizing beta or alpha phase onto high-gamma or ripple band. The results suggest an elevated PAC may reflect an electrophysiology-based biomarker for abnormal/epileptogenic brain regions.
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spelling pubmed-102217922023-05-28 Phase-Amplitude Coupling Localizes Pathologic Brain with Aid of Behavioral Staging in Sleep Berry, Brent Varatharajah, Yogatheesan Kremen, Vaclav Kucewicz, Michal Guragain, Hari Brinkmann, Benjamin Duque, Juliano Carvalho, Diego Z. Stead, Matt Sieck, Gary Worrell, Gregory Life (Basel) Article Low frequency brain rhythms facilitate communication across large spatial regions in the brain and high frequency rhythms are thought to signify local processing among nearby assemblies. A heavily investigated mode by which these low frequency and high frequency phenomenon interact is phase-amplitude coupling (PAC). This phenomenon has recently shown promise as a novel electrophysiologic biomarker, in a number of neurologic diseases including human epilepsy. In 17 medically refractory epilepsy patients undergoing phase-2 monitoring for the evaluation of surgical resection and in whom temporal depth electrodes were implanted, we investigated the electrophysiologic relationships of PAC in epileptogenic (seizure onset zone or SOZ) and non-epileptogenic tissue (non-SOZ). That this biomarker can differentiate seizure onset zone from non-seizure onset zone has been established with ictal and pre-ictal data, but less so with interictal data. Here we show that this biomarker can differentiate SOZ from non-SOZ interictally and is also a function of interictal epileptiform discharges. We also show a differential level of PAC in slow-wave-sleep relative to NREM1-2 and awake states. Lastly, we show AUROC evaluation of the localization of SOZ is optimal when utilizing beta or alpha phase onto high-gamma or ripple band. The results suggest an elevated PAC may reflect an electrophysiology-based biomarker for abnormal/epileptogenic brain regions. MDPI 2023-05-15 /pmc/articles/PMC10221792/ /pubmed/37240831 http://dx.doi.org/10.3390/life13051186 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Berry, Brent
Varatharajah, Yogatheesan
Kremen, Vaclav
Kucewicz, Michal
Guragain, Hari
Brinkmann, Benjamin
Duque, Juliano
Carvalho, Diego Z.
Stead, Matt
Sieck, Gary
Worrell, Gregory
Phase-Amplitude Coupling Localizes Pathologic Brain with Aid of Behavioral Staging in Sleep
title Phase-Amplitude Coupling Localizes Pathologic Brain with Aid of Behavioral Staging in Sleep
title_full Phase-Amplitude Coupling Localizes Pathologic Brain with Aid of Behavioral Staging in Sleep
title_fullStr Phase-Amplitude Coupling Localizes Pathologic Brain with Aid of Behavioral Staging in Sleep
title_full_unstemmed Phase-Amplitude Coupling Localizes Pathologic Brain with Aid of Behavioral Staging in Sleep
title_short Phase-Amplitude Coupling Localizes Pathologic Brain with Aid of Behavioral Staging in Sleep
title_sort phase-amplitude coupling localizes pathologic brain with aid of behavioral staging in sleep
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10221792/
https://www.ncbi.nlm.nih.gov/pubmed/37240831
http://dx.doi.org/10.3390/life13051186
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