Network Properties in Transitions of Consciousness during Propofol-induced Sedation
Minji Lee, Robert D. Sanders, Seul-Ki Yeom, Dong-Ok Won, K. Seo, Hyun Jeong Kim, Giulio Tononi, Seong–whan Lee
Scientific Reports December 1, 2017 DOI: 10.1038/s41598-017-15082-5 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Observational study Peer reviewed |
|---|---|
| Population | Patients undergoing propofol-induced sedation |
| Intervention | Propofol |
| Key findings | Delta power and connectivity increased as responsiveness faded, with delta waves traveling front-to-parietal during unresponsiveness and local efficiency distinguishing responsiveness levels. Transitions between responsive states were marked by increased beta power and connectivity. The authors argue these network changes provide candidate EEG signatures for monitoring levels of consciousness under sedation. |
Abstract
Reliable electroencephalography (EEG) signatures of transitions between consciousness and unconsciousness under anaesthesia have not yet been identified. Herein we examined network changes using graph theoretical analysis of high-density EEG during patient-titrated propofol-induced sedation. Responsiveness was used as a surrogate for consciousness. We divided the data into five states: baseline, transition into unresponsiveness, unresponsiveness, transition into responsiveness, and recovery. Power spectral analysis showed that delta power increased from responsiveness to unresponsiveness. In unresponsiveness, delta waves propagated from frontal to parietal regions as a traveling wave. Local increases in delta connectivity were evident in parietal but not frontal regions. Graph theory analysis showed that increased local efficiency could differentiate the levels of responsiveness. Interestingly, during transitions of responsive states, increased beta connectivity was noted relative to consciousness and unconsciousness, again with increased local efficiency. Abrupt network changes are evident in the transitions in responsiveness, with increased beta band power/connectivity marking transitions between responsive states, while the delta power/connectivity changes were consistent with the fading of consciousness using its surrogate responsiveness. These results provide novel insights into the neural correlates of these behavioural transitions and EEG signatures for monitoring the levels of consciousness under sedation.
Citations in the library
Cited by 18
- Consciousness and complexity: a consilience of evidence Neuroscience of Consciousness 2021
- Quantifying arousal and awareness in altered states of consciousness using interpretable deep learning Nature Communications February 25, 2022
- General Anesthesia: A Probe to Explore Consciousness Frontiers in Systems Neuroscience August 14, 2019
- Connectivity differences between consciousness and unconsciousness in non-rapid eye movement sleep: a TMS–EEG study Scientific Reports March 26, 2019
- Cortical functional connectivity indexes arousal state during sleep and anesthesia. Neuroimage May 1, 2020
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Cites 11
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- Spectral Signatures of Reorganised Brain Networks in Disorders of Consciousness PLoS Computational Biology October 16, 2014
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and 6 more in the library