Evidence map›Paper›PMID 39374396›Full record

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.

Yihan Sophy Xiong, Jacob A Donoghue, Mikael Lundqvist, Meredith Mahnke, Alex James Major, Emery N Brown, Earl K Miller, André M Bastos

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

17 citing papers in PubMed.

  1. Review
  2. Article
  3. Categorization is 'baked' into the brain.Nature reviews. Neuroscience · 2026
    Review
  4. Article
  5. Cortical deviance detection represents a canonical difference signal.bioRxiv : the preprint server for biology · 2026
    Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Hierarchical substrates of prediction in visual cortical spiking.bioRxiv : the preprint server for biology · 2025
    Article
  11. Article
  12. Article
  13. Article
  14. Review
  15. Article
  16. Cortical travelling waves relate to variation in personality traits.Imaging neuroscience (Cambridge, Mass.) · 2025
    Article
  17. 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 · 2024
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors.

Yihan Sophy XiongDepartment of Psychology, Vanderbilt University, Nashville, TN 37235.ORCID 0009-0007-1298-3672
Jacob A DonoghueThe Picower Institute for Learning and Memory and Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139.
Mikael LundqvistThe Picower Institute for Learning and Memory and Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139.
Meredith MahnkeThe Picower Institute for Learning and Memory and Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139.ORCID 0000-0002-7125-9031
Alex James MajorThe Picower Institute for Learning and Memory and Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139.ORCID 0000-0001-9916-335X
Emery N BrownThe Picower Institute for Learning and Memory and Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139.ORCID 0000-0003-2668-7819
Earl K Miller *The Picower Institute for Learning and Memory and Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA 02139.ORCID 0000-0002-0582-6958
André M Bastos *Department of Psychology, Vanderbilt University, Nashville, TN 37235.ORCID 0000-0003-1804-4418

Funding

Project 4: Mathematical Modeling Studies of Anesthetic ActionP01GM118269 · NIGMS · MASSACHUSETTS GENERAL HOSPITAL · PI BROWN, EMERY N · 2017 to 2021
$9.0M
Non-Human Primate Model for Developing Closed-Loop Anesthesia Delivery SystemsR01NS123120 · NINDS · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI EMERY N BROWN · 2022 to 2026
$2.0M
Thalamocortical Dynamics and ConsciousnessR01MH115592 · NIMH · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI BROWN, EMERY N, MILLER, EARL K · 2017 to 2021
$2.0M
Layer-specific manipulation to test feedforward/feedback cortical circuitryR01MH131715 · NIMH · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI EARL K MILLER · 2023 to 2026
$1.2M
Testing the Mechanisms, Layers, and Frequencies of Prediction Encoding and its ViolationR00MH116100 · NIMH · VANDERBILT UNIVERSITY · PI BASTOS, ANDRE MORAES · 2021 to 2023
$729k
HHS | NIH | National Institute of General Medical Sciences (NIGMS) NIGMS P01GM118269HHS | NIH | National Institute of Mental Health (NIMH) 1R01MH131715-01HHS | NIH | National Institute of Mental Health (NIMH) NIMH R00MH116100HHS | NIH | National Institute of Mental Health (NIMH) NIMH R01MH115592JPB Foundation (JPBF) 00000000NIGMS NIH HHS P01 GM118269NIMH NIH HHS R00 MH116100NIMH NIH HHS R01 MH115592NIMH NIH HHS R01 MH131715NINDS NIH HHS R01 NS123120The Picower Institute for Learning and Memory 00000000The Simons Foundation for the Social Brain 00000000
6 · The paper itself

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.

Indexed as

PropofolUnconsciousnessAcoustic StimulationAnesthetics, IntravenousAnimalsAuditory CortexConsciousnessMacaca mulattaMaleModels, NeurologicalNeuronsAnesthetics, IntravenousPropofolanesthesiaconsciousnessoscillationspredictive processing

Identifiers

PMID39374396
PMCPMC11494327

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.