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Poincaré Plot Area of Gamma-Band EEG as a Measure of Emergence From Inhalational General Anesthesia

The Poincaré plot obtained from electroencephalography (EEG) has been used to evaluate the depth of anesthesia. A standalone EEG Analyzer application was developed; raw EEG signals obtained from a bispectral index (BIS) monitor were analyzed using an on-line monitoring system. Correlations between P...

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Autores principales: Hayase, Kazuma, Kainuma, Atsushi, Akiyama, Koichi, Kinoshita, Mao, Shibasaki, Masayuki, Sawa, Teiji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7900422/
https://www.ncbi.nlm.nih.gov/pubmed/33633587
http://dx.doi.org/10.3389/fphys.2021.627088
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author Hayase, Kazuma
Kainuma, Atsushi
Akiyama, Koichi
Kinoshita, Mao
Shibasaki, Masayuki
Sawa, Teiji
author_facet Hayase, Kazuma
Kainuma, Atsushi
Akiyama, Koichi
Kinoshita, Mao
Shibasaki, Masayuki
Sawa, Teiji
author_sort Hayase, Kazuma
collection PubMed
description The Poincaré plot obtained from electroencephalography (EEG) has been used to evaluate the depth of anesthesia. A standalone EEG Analyzer application was developed; raw EEG signals obtained from a bispectral index (BIS) monitor were analyzed using an on-line monitoring system. Correlations between Poincaré plot parameters and other measurements associated with anesthesia depth were evaluated during emergence from inhalational general anesthesia. Of the participants, 20 were adults anesthetized with sevoflurane (adult(_SEV)), 20 were adults anesthetized with desflurane (adult(_DES)), and 20 were pediatric patients anesthetized with sevoflurane (ped(_SEV)). EEG signals were preprocessed through six bandpass digital filters (f0: 0.5–47 Hz, f1: 0.5–8 Hz, f2: 8–13 Hz, f3: 13–20 Hz, f4: 20–30 Hz, and f5: 30–47 Hz). The Poincaré plot-area ratio (PP(AR) = PP(A_fx)/PP(A_f0), fx = f1∼f5) was analyzed at five frequency ranges. Regardless of the inhalational anesthetic used, there were strong linear correlations between the logarithm of PP(AR) at f5 and BIS (R(2) = 0.67, 0.79, and 0.71, in the adult(_SEV), adult(_DES), and ped(_SEV) groups, respectively). As an additional observation, a part of EMG activity at the gamma range of 30–47 Hz probably influenced the calculations of BIS and PP(AR_f5) with a non-negligible level. The logarithm of PP(AR) in the gamma band was most sensitive to state changes during the emergence process and could provide a new non-proprietary parameter that correlates with changes in BIS during measurement of anesthesia depth.
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spelling pubmed-79004222021-02-24 Poincaré Plot Area of Gamma-Band EEG as a Measure of Emergence From Inhalational General Anesthesia Hayase, Kazuma Kainuma, Atsushi Akiyama, Koichi Kinoshita, Mao Shibasaki, Masayuki Sawa, Teiji Front Physiol Physiology The Poincaré plot obtained from electroencephalography (EEG) has been used to evaluate the depth of anesthesia. A standalone EEG Analyzer application was developed; raw EEG signals obtained from a bispectral index (BIS) monitor were analyzed using an on-line monitoring system. Correlations between Poincaré plot parameters and other measurements associated with anesthesia depth were evaluated during emergence from inhalational general anesthesia. Of the participants, 20 were adults anesthetized with sevoflurane (adult(_SEV)), 20 were adults anesthetized with desflurane (adult(_DES)), and 20 were pediatric patients anesthetized with sevoflurane (ped(_SEV)). EEG signals were preprocessed through six bandpass digital filters (f0: 0.5–47 Hz, f1: 0.5–8 Hz, f2: 8–13 Hz, f3: 13–20 Hz, f4: 20–30 Hz, and f5: 30–47 Hz). The Poincaré plot-area ratio (PP(AR) = PP(A_fx)/PP(A_f0), fx = f1∼f5) was analyzed at five frequency ranges. Regardless of the inhalational anesthetic used, there were strong linear correlations between the logarithm of PP(AR) at f5 and BIS (R(2) = 0.67, 0.79, and 0.71, in the adult(_SEV), adult(_DES), and ped(_SEV) groups, respectively). As an additional observation, a part of EMG activity at the gamma range of 30–47 Hz probably influenced the calculations of BIS and PP(AR_f5) with a non-negligible level. The logarithm of PP(AR) in the gamma band was most sensitive to state changes during the emergence process and could provide a new non-proprietary parameter that correlates with changes in BIS during measurement of anesthesia depth. Frontiers Media S.A. 2021-02-09 /pmc/articles/PMC7900422/ /pubmed/33633587 http://dx.doi.org/10.3389/fphys.2021.627088 Text en Copyright © 2021 Hayase, Kainuma, Akiyama, Kinoshita, Shibasaki and Sawa. http://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 Physiology
Hayase, Kazuma
Kainuma, Atsushi
Akiyama, Koichi
Kinoshita, Mao
Shibasaki, Masayuki
Sawa, Teiji
Poincaré Plot Area of Gamma-Band EEG as a Measure of Emergence From Inhalational General Anesthesia
title Poincaré Plot Area of Gamma-Band EEG as a Measure of Emergence From Inhalational General Anesthesia
title_full Poincaré Plot Area of Gamma-Band EEG as a Measure of Emergence From Inhalational General Anesthesia
title_fullStr Poincaré Plot Area of Gamma-Band EEG as a Measure of Emergence From Inhalational General Anesthesia
title_full_unstemmed Poincaré Plot Area of Gamma-Band EEG as a Measure of Emergence From Inhalational General Anesthesia
title_short Poincaré Plot Area of Gamma-Band EEG as a Measure of Emergence From Inhalational General Anesthesia
title_sort poincaré plot area of gamma-band eeg as a measure of emergence from inhalational general anesthesia
topic Physiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7900422/
https://www.ncbi.nlm.nih.gov/pubmed/33633587
http://dx.doi.org/10.3389/fphys.2021.627088
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