Emergence from general anesthesia and the sleep-manifold

The electroencephalogram (EEG) during the re-establishment of consciousness after general anesthesia and surgery varies starkly between patients. Can the EEG during this emergence period provide a means of estimating the underlying biological processes underpinning the return of consciousness? Can w...

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Main Authors: Darren Fletcher Hight, Vera M Dadok, Andrew J Szeri, Paul S Garcia, Logan eVoss, Jamie W Sleigh
Format: Article
Language:English
Published: Frontiers Media S.A. 2014-08-01
Series:Frontiers in Systems Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnsys.2014.00146/full
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spelling doaj-eaff91eef22b43fcb60a1f7d1d9ec4a72020-11-24T20:52:16ZengFrontiers Media S.A.Frontiers in Systems Neuroscience1662-51372014-08-01810.3389/fnsys.2014.00146103000Emergence from general anesthesia and the sleep-manifoldDarren Fletcher Hight0Vera M Dadok1Andrew J Szeri2Paul S Garcia3Logan eVoss4Jamie W Sleigh5University of AucklandUniversity of CaliforniaUniversity of CaliforniaAtlanta VA Medical Center / Emory UniversityUniversity of AucklandUniversity of AucklandThe electroencephalogram (EEG) during the re-establishment of consciousness after general anesthesia and surgery varies starkly between patients. Can the EEG during this emergence period provide a means of estimating the underlying biological processes underpinning the return of consciousness? Can we use a model to infer these biological processes from the EEG patterns? A frontal EEG was recorded from 84 patients. Ten patients were chosen for state-space analysis. Five showed archetypal emergences; which consisted of a progressive decrease in alpha power and increase peak alpha frequency before return of responsiveness. The five non-archetypal emergences showed almost no spectral EEG changes (even as the volatile general anesthetic decreased) and then an abrupt return of responsiveness. We used Bayesian methods to estimate the likelihood of an EEG pattern corresponding to the position of the patient on a 2-dimensional manifold in a state space of excitatory connection strength vs change in intrinsic resting neuronal membrane conductivity. We could thus visualize the trajectory of each patient in the state-space during their emergence period. The patients who followed an archetypal emergence displayed a very consistent pattern; consisting of progressive increase in conductivity, and a temporary period of increased connection strength before return of responsiveness. The non-archetypal emergence trajectories remained fixed in a region of phase space characterized by a relatively high conductivity and low connection strength throughout emergence. This unexpected progressive increase in conductivity during archetypal emergence may be due to an abating of the surgical stimulus during this period. Periods of high connection strength could represent forays into dissociated consciousness, but the model suggests all patients reposition near the fold in the state space to take advantage of bi-stable cortical dynamics before transitioning to consciousness.http://journal.frontiersin.org/Journal/10.3389/fnsys.2014.00146/fullemergencegeneral anaesthesiaConnection strengthsleep-manifoldresting membrane conductivity
collection DOAJ
language English
format Article
sources DOAJ
author Darren Fletcher Hight
Vera M Dadok
Andrew J Szeri
Paul S Garcia
Logan eVoss
Jamie W Sleigh
spellingShingle Darren Fletcher Hight
Vera M Dadok
Andrew J Szeri
Paul S Garcia
Logan eVoss
Jamie W Sleigh
Emergence from general anesthesia and the sleep-manifold
Frontiers in Systems Neuroscience
emergence
general anaesthesia
Connection strength
sleep-manifold
resting membrane conductivity
author_facet Darren Fletcher Hight
Vera M Dadok
Andrew J Szeri
Paul S Garcia
Logan eVoss
Jamie W Sleigh
author_sort Darren Fletcher Hight
title Emergence from general anesthesia and the sleep-manifold
title_short Emergence from general anesthesia and the sleep-manifold
title_full Emergence from general anesthesia and the sleep-manifold
title_fullStr Emergence from general anesthesia and the sleep-manifold
title_full_unstemmed Emergence from general anesthesia and the sleep-manifold
title_sort emergence from general anesthesia and the sleep-manifold
publisher Frontiers Media S.A.
series Frontiers in Systems Neuroscience
issn 1662-5137
publishDate 2014-08-01
description The electroencephalogram (EEG) during the re-establishment of consciousness after general anesthesia and surgery varies starkly between patients. Can the EEG during this emergence period provide a means of estimating the underlying biological processes underpinning the return of consciousness? Can we use a model to infer these biological processes from the EEG patterns? A frontal EEG was recorded from 84 patients. Ten patients were chosen for state-space analysis. Five showed archetypal emergences; which consisted of a progressive decrease in alpha power and increase peak alpha frequency before return of responsiveness. The five non-archetypal emergences showed almost no spectral EEG changes (even as the volatile general anesthetic decreased) and then an abrupt return of responsiveness. We used Bayesian methods to estimate the likelihood of an EEG pattern corresponding to the position of the patient on a 2-dimensional manifold in a state space of excitatory connection strength vs change in intrinsic resting neuronal membrane conductivity. We could thus visualize the trajectory of each patient in the state-space during their emergence period. The patients who followed an archetypal emergence displayed a very consistent pattern; consisting of progressive increase in conductivity, and a temporary period of increased connection strength before return of responsiveness. The non-archetypal emergence trajectories remained fixed in a region of phase space characterized by a relatively high conductivity and low connection strength throughout emergence. This unexpected progressive increase in conductivity during archetypal emergence may be due to an abating of the surgical stimulus during this period. Periods of high connection strength could represent forays into dissociated consciousness, but the model suggests all patients reposition near the fold in the state space to take advantage of bi-stable cortical dynamics before transitioning to consciousness.
topic emergence
general anaesthesia
Connection strength
sleep-manifold
resting membrane conductivity
url http://journal.frontiersin.org/Journal/10.3389/fnsys.2014.00146/full
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