Distinct EEG signatures differentiate unconsciousness and disconnection during anaesthesia and sleep.
Cameron P Casey, Sean Tanabe, Zahra Z Farahbakhsh, Margaret Parker, Amber Bo, Marissa White, Tyler Ballweg, Andrew M. McIntosh, William Filbey, Yuri B Saalmann, Robert A Pearce, Robert D. Sanders
British Journal of Anaesthesia February 9, 2022 DOI: 10.1016/j.bja.2022.01.010 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Observational study with serial awakenings and machine learning classification Peer reviewed |
|---|---|
| Population | Volunteers undergoing dexmedetomidine sedation, propofol sedation, or natural sleep with high-density EEG monitoring |
| Interventions | Dexmedetomidine Propofol |
| Measures | occipital delta power (0.5-4 Hz), area under the receiver operating characteristic curve (AUC), support vector machine classification |
| Keywords | Humans Unconsciousness Propofol Dexmedetomidine Hypnotics and sedatives Electroencephalography Anesthesia Sleep EEG Machine learning Sensory disconnection |
| Registration | NCT03284307 |
| Key findings | Occipital delta power distinguished sensory disconnection from unconsciousness during dexmedetomidine sedation but not during sleep or propofol sedation. Machine learning identified distinct EEG signatures of sensory disconnection and unconsciousness in dexmedetomidine data that generalized to sleep/propofol, with sensory disconnection linked to broad spatial and spectral changes and unconsciousness to focal decreases in anterior and posterior cingulate cortices. |
Abstract
Background: How conscious experience becomes disconnected from the environment, or disappears, across arousal states is unknown. We sought to identify the neural correlates of sensory disconnection and unconsciousness using a novel serial awakening paradigm.
Methods: Volunteers were recruited for sedation with dexmedetomidine i.v., propofol i.v., or natural sleep with high-density EEG monitoring and serial awakenings to establish whether subjects were in states of disconnected consciousness or unconsciousness in the preceding 20 s. The primary outcome was classification of conscious states by occipital delta power (0.5-4 Hz). Secondary analyses included derivation (dexmedetomidine) and validation (sleep/propofol) studies of EEG signatures of conscious states.
Results: Occipital delta power differentiated disconnected and unconscious states for dexmedetomidine (area under the curve [AUC] for receiver operating characteristic 0.605 [95% confidence interval {CI}: 0.516; 0.694]) but not for sleep/propofol (AUC 0.512 [95% CI: 0.380; 0.645]). Distinct source localised signatures of sensory disconnection (AUC 0.999 [95% CI: 0.9954; 1.0000]) and unconsciousness (AUC 0.972 [95% CI: 0.9507; 0.9879]) were identified using support vector machine classification of dexmedetomidine data. These findings generalised to sleep/propofol (validation data set: sensory disconnection [AUC 0.743 {95% CI: 0.6784; 0.8050}]) and unconsciousness (AUC 0.622 [95% CI: 0.5176; 0.7238]). We identified that sensory disconnection was associated with broad spatial and spectral changes. In contrast, unconsciousness was associated with focal decreases in activity in anterior and posterior cingulate cortices.
Conclusions: These findings may enable novel monitors of the anaesthetic state that can distinguish sensory disconnection and unconsciousness, and these may provide novel insights into the biology of arousal. Clinical
Trial Registration: NCT03284307.
Citations in the library
Cited by 22
- Are we really unconscious in "unconscious" states? Common assumptions revisited. Frontiers in Human Neuroscience 2022
- The nature of consciousness in anaesthesia BJA Open September 26, 2023
- EEG Lempel-Ziv complexity varies with sleep stage, but does not seem to track dream experience. Frontiers in Human Neuroscience 2022
- A pilot human study using ketamine to treat disorders of consciousness. iScience January 17, 2025
- Study protocol: Cerebral characterization of sensory gating in disconnected dreaming states during propofol anesthesia using fMRI Frontiers in Neuroscience February 13, 2024
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- Disruption of Frontal–Parietal Communication by Ketamine, Propofol, and Sevoflurane Anesthesiology May 22, 2013
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