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Neural Correlates of Anesthesia in Newborn Mice and Humans

Monitoring the hypnotic component of anesthesia during surgeries is critical to prevent intraoperative awareness and reduce adverse side effects. For this purpose, electroencephalographic (EEG) methods complementing measures of autonomic functions and behavioral responses are in use in clinical prac...

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Autores principales: Chini, Mattia, Gretenkord, Sabine, Kostka, Johanna K., Pöpplau, Jastyn A., Cornelissen, Laura, Berde, Charles B., Hanganu-Opatz, Ileana L., Bitzenhofer, Sebastian H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6538977/
https://www.ncbi.nlm.nih.gov/pubmed/31191258
http://dx.doi.org/10.3389/fncir.2019.00038
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author Chini, Mattia
Gretenkord, Sabine
Kostka, Johanna K.
Pöpplau, Jastyn A.
Cornelissen, Laura
Berde, Charles B.
Hanganu-Opatz, Ileana L.
Bitzenhofer, Sebastian H.
author_facet Chini, Mattia
Gretenkord, Sabine
Kostka, Johanna K.
Pöpplau, Jastyn A.
Cornelissen, Laura
Berde, Charles B.
Hanganu-Opatz, Ileana L.
Bitzenhofer, Sebastian H.
author_sort Chini, Mattia
collection PubMed
description Monitoring the hypnotic component of anesthesia during surgeries is critical to prevent intraoperative awareness and reduce adverse side effects. For this purpose, electroencephalographic (EEG) methods complementing measures of autonomic functions and behavioral responses are in use in clinical practice. However, in human neonates and infants existing methods may be unreliable and the correlation between brain activity and anesthetic depth is still poorly understood. Here, we characterized the effects of different anesthetics on brain activity in neonatal mice and developed machine learning approaches to identify electrophysiological features predicting inspired or end-tidal anesthetic concentration as a proxy for anesthetic depth. We show that similar features from EEG recordings can be applied to predict anesthetic concentration in neonatal mice and humans. These results might support a novel strategy to monitor anesthetic depth in human newborns.
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spelling pubmed-65389772019-06-12 Neural Correlates of Anesthesia in Newborn Mice and Humans Chini, Mattia Gretenkord, Sabine Kostka, Johanna K. Pöpplau, Jastyn A. Cornelissen, Laura Berde, Charles B. Hanganu-Opatz, Ileana L. Bitzenhofer, Sebastian H. Front Neural Circuits Neuroscience Monitoring the hypnotic component of anesthesia during surgeries is critical to prevent intraoperative awareness and reduce adverse side effects. For this purpose, electroencephalographic (EEG) methods complementing measures of autonomic functions and behavioral responses are in use in clinical practice. However, in human neonates and infants existing methods may be unreliable and the correlation between brain activity and anesthetic depth is still poorly understood. Here, we characterized the effects of different anesthetics on brain activity in neonatal mice and developed machine learning approaches to identify electrophysiological features predicting inspired or end-tidal anesthetic concentration as a proxy for anesthetic depth. We show that similar features from EEG recordings can be applied to predict anesthetic concentration in neonatal mice and humans. These results might support a novel strategy to monitor anesthetic depth in human newborns. Frontiers Media S.A. 2019-05-22 /pmc/articles/PMC6538977/ /pubmed/31191258 http://dx.doi.org/10.3389/fncir.2019.00038 Text en Copyright © 2019 Chini, Gretenkord, Kostka, Pöpplau, Cornelissen, Berde, Hanganu-Opatz and Bitzenhofer. 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 Neuroscience
Chini, Mattia
Gretenkord, Sabine
Kostka, Johanna K.
Pöpplau, Jastyn A.
Cornelissen, Laura
Berde, Charles B.
Hanganu-Opatz, Ileana L.
Bitzenhofer, Sebastian H.
Neural Correlates of Anesthesia in Newborn Mice and Humans
title Neural Correlates of Anesthesia in Newborn Mice and Humans
title_full Neural Correlates of Anesthesia in Newborn Mice and Humans
title_fullStr Neural Correlates of Anesthesia in Newborn Mice and Humans
title_full_unstemmed Neural Correlates of Anesthesia in Newborn Mice and Humans
title_short Neural Correlates of Anesthesia in Newborn Mice and Humans
title_sort neural correlates of anesthesia in newborn mice and humans
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6538977/
https://www.ncbi.nlm.nih.gov/pubmed/31191258
http://dx.doi.org/10.3389/fncir.2019.00038
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