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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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. |
format | Online Article Text |
id | pubmed-10221792 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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