ArticleProceedings of the National Academy of Sciences of the United States of America2024
Propofol-mediated loss of consciousness disrupts predictive routing and local field phase modulation of neural activity.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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17 citing papers in PubMed.
- Cellular and Microcircuit Mechanisms of Anesthetic Disruption of Conscious-State Organization.Cells · 2026Review
- Ontology-constrained multi-LLM scoring of hypothesis support in the predictive processing literature.Research square · 2026Article
- Categorization is 'baked' into the brain.Nature reviews. Neuroscience · 2026Review
- Do auditory deviants evoke cortical state changes under anaesthesia? A proof-of-concept study.Experimental physiology · 2026Article
- Cortical deviance detection represents a canonical difference signal.bioRxiv : the preprint server for biology · 2026Article
- Article
- Cross-spatial scale processing of hierarchical auditory sequences in human brains revealed using 7 T magnetic resonance imaging.Nature communications · 2025Article
- RHO GTPase by L1 GABAergic neurons in frontal cortex and L6 glutamatergic neurons in prefrontal cortex differentiates states of unconsciousness.Scientific reports · 2025Article
- Cell Density and mRNA Expression of Inhibitory Interneurons in Schizophrenia: A Meta-Analysis.bioRxiv : the preprint server for biology · 2025Article
- Hierarchical substrates of prediction in visual cortical spiking.bioRxiv : the preprint server for biology · 2025Article
- A genetic algorithm for self-supervised models of oscillatory neurodynamics.bioRxiv : the preprint server for biology · 2025Article
- Cortical networks with multiple interneuron types generate oscillatory patterns during predictive coding.PLoS computational biology · 2025Article
- Multimodal sedation guided by processed electroencephalography and autonomic nervous system monitoring for spinal cord stimulator implantation: retrospective identification of anesthetic drug doses.Journal of anesthesia, analgesia and critical care · 2025Article
- Predictive coding: a more cognitive process than we thought?Trends in cognitive sciences · 2025Review
- Convergent effects of different anesthetics on changes in phase alignment of cortical oscillations.Cell reports · 2025Article
- Cortical travelling waves relate to variation in personality traits.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- Propofol-mediated loss of consciousness disrupts predictive routing and local field phase modulation of neural activity.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
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Abstract
Predictive coding is a fundamental function of the cortex. The predictive routing model proposes a neurophysiological implementation for predictive coding. Predictions are fed back from the deep-layer cortex via alpha/beta (8 to 30 Hz) oscillations. They inhibit the gamma (40 to 100 Hz) and spiking that feed sensory inputs forward. Unpredicted inputs arrive in circuits unprepared by alpha/beta, resulting in enhanced gamma and spiking. To test the predictive routing model and its role in consciousness, we collected data from intracranial recordings of macaque monkeys during passive presentation of auditory oddballs before and after propofol-mediated loss of consciousness (LOC). In line with the predictive routing model, alpha/beta oscillations in the awake state served to inhibit the processing of predictable stimuli. Propofol-mediated LOC eliminated alpha/beta modulation by a predictable stimulus in the sensory cortex and alpha/beta coherence between sensory and frontal areas. As a result, oddball stimuli evoked enhanced gamma power, late period (>200 ms from stimulus onset) spiking, and superficial layer sinks in the sensory cortex. LOC also resulted in diminished decodability of pattern-level prediction error signals in the higher-order cortex. Therefore, the auditory cortex was in a disinhibited state during propofol-mediated LOC. However, despite these enhanced feedforward responses in the auditory cortex, there was a loss of differential spiking to oddballs in the higher-order cortex. This may be a consequence of a loss of within-area and interareal spike-field coupling in the alpha/beta and gamma frequency bands. These results provide strong constraints for current theories of consciousness.
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