EEG signal diversity during propofol sedation: an increase in sedated but responsive, a decrease in sedated and unresponsive subjects
Michał BolaiD, Paweł OrlowskiiD, Martyna Beata PłomeckaiD, Artur MarchewkaiD
Abstract
Transitions between wakefulness and anesthesia are accompanied by profound changes in brain functioning. A key challenge is thus to disentangle neuronal mechanisms specific to loss and recovery of consciousness, from more general effects that are not directly related to the capacity for conscious experience. Measures of neuronal diversity have been recently proposed to constitute a robust correlate of the global states of consciousness. In the present study we investigated whether EEG signal diversity is indeed related to behavioral responsiveness during propofol sedation, or rather to the general drug-related effects. To this end, we reanalyzed data collected from 20 subjects sedated with propofol. Based on the responsiveness to auditory stimuli all subjects were subdivided into two subgroups - responsive (n = 13), who remains awake throughout the experiment, and drowsy (n = 7), who becomes unresponsive during moderate sedation. Resting state EEG recorded during wakefulness and sedation was characterized by the Mean Information Gain (MIG) and Fluctuation complexity (FC) - information-theory measures estimating signal diversity or complexity, respectively. The main finding is that the drowsy group exhibited a decrease in diversity during sedation but, unexpectedly, the responsive group exhibited a robust increase in diversity (ANOVA group x state interaction: F(3) = 7.81, p 197). However, signal complexity neither differentiated the subgroups, nor decreased reliably during sedation (t-test wake vs. moderate sedation: t(19) = 2.57, p = 0.092; BF10 = 3.08). Further, we show that a change in signal diversity is negatively correlated with a delta power change (r = -0.62, p = 0.002), and positively correlated with a beta power change (r = 0.84, p < 0.001). Finally, we show that MIG behaves in a qualitatively similar manner to Lempel-Ziv - another diversity measures used in several recent studies. Overall, we revealed that propofol sedation is initially related to an increase in EEG signal diversity, and that only upon loss of responsiveness EEG diversity decreases. The qualitatively different pattern of changes in the responsive and drowsy groups makes EEG diversity a robust indirect index of responsiveness and, presumably, consciousness.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 2
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- EEG microstate dynamics indicate a U-shaped path to propofol-induced loss of consciousness
Fiorenzo Artoni, Julien Maillard, … Christoph Martin Michel·NeuroImagePeer-reviewed·Mar 29, 2022
- Complexity measures of the electroencephalograph capture loss and recovery of consciousness in patients anesthetized with propofol
Sarah L. Eagleman, Divya Chander, … M Bruce MacIver·bioRxiv·Mar 31, 2019
- Aperiodic EEG activity masks the dynamics of neural oscillations during loss of consciousness from propofol
Niklas Brake, Flavie Duc, … Gilles Plourde·bioRxiv·Oct 12, 2021
- Consciousness & Brain Functional Complexity in Propofol Anaesthesia
Thomas F. Varley, Andrea I. Luppi, … Emmanuel Andreas Stamatakis·Scientific ReportsPeer-reviewed·Jan 23, 2020
- Increased signal diversity/complexity of spontaneous EEG in humans given sub-anaesthetic doses of ketamine
Nadine Farnes, Bjørn Erik Juel, … Johan Frederik Storm·PLoS ONEPeer-reviewed·Nov 23, 2020
- Rapid thalamocortical network switching mediated by cortical synchronization underlies propofol-induced EEG signatures: a biophysical model
Austin E. Soplata, Elie M. Adam, … Nancy Kopell·Journal of NeurophysiologyPeer-reviewed·Jun 14, 2023