Propofol-mediated loss of consciousness disrupts predictive routing and local field phase modulation of neural activity

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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Publication Details

Journal
Proceedings of the National Academy of Sciences
Published
2024-10-07
DOI
https://doi.org/10.1073/pnas.2315160121
Citations
28
Primary Topic
Neural dynamics and brain function
Type
article
Field-Weighted Citation Impact
9.60

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article

Propofol-mediated loss of consciousness disrupts predictive routing and local field phase modulation of neural activity

Jacob Donoghue, André M. Bastos, Emery N. Brown, Mikael Lundqvist et al.
28 citations
Proceedings of the National Academy of Sciences
Neural dynamics and brain function
9.60
article

Propofol-mediated loss of consciousness disrupts predictive routing and local field phase modulation of neural activity

Jacob Donoghue, André M. Bastos, Emery N. Brown, Mikael Lundqvist, Alex James Major, Earl K. Miller, Meredith Mahnke, Yihan Xiong
article en
28 citations

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.

Proceedings of the National Academy of SciencesVol. 121(42)
Harvard University (US), Vanderbilt University (US), Karolinska Institutet (SE), Massachusetts General Hospital (US), Vanderbilt Health (US), Massachusetts Institute of Technology (US)
Vanderbilt University, JPB Foundation, National Institute of Mental Health, National Institute of General Medical Sciences
Openalex Percentile: Top 1%
Neural dynamics and brain function
9.60
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