ArticleProceedings of the National Academy of Sciences of the United States of America2012
Rapid fragmentation of neuronal networks at the onset of propofol-induced unconsciousness.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 218 papers, 2 of them syntheses that pooled it.
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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.
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.
Cognitive Outcomes and Neuroimages Associated With Anesthesia-Related EEG Signatures
EEG-based Depth of Anesthesia-monitoring During General Anesthesia - Effects on Time to Wake-up and Post-operative Cognition
Who cites it
218 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- A methodological guideline for consciousness assessment via neural electrophysiological activity.Military Medical Research · 2025Guideline
- Ferret as a model system for studying the anatomy and function of the prefrontal cortex: A systematic review.Neuroscience and biobehavioral reviews · 2024Pooled it
- The influence of induction speed on the frontal (processed) EEG.Scientific reports · 2020Trial
- Dexmedetomidine promotes biomimetic non-rapid eye movement stage 3 sleep in humans: A pilot study.Clinical neurophysiology : official journal of the International Federation of Clinical Neurophysiology · 2018Trial
- Anesthetic action on the transmission delay between cortex and thalamus explains the beta-buzz observed under propofol anesthesia.PloS one · 2017Trial
- Architectural reorganization of functional connectivity after propofol anesthesia exceeds within-state measurement variability and is only marginally reversed during early recovery.Neuroimage. Reports · 2026Article
- Comprehensive profiling of brain dynamics during anesthesia across phylogeny.Nature neuroscience · 2026Article
- Conserved neural dynamics of anesthesia and the oblivion of species.Nature neuroscience · 2026Article
- Cellular and Microcircuit Mechanisms of Anesthetic Disruption of Conscious-State Organization.Cells · 2026Review
- Mechanistic simulation identifies predictive dose-dependent biomarkers of propofol anesthesia.bioRxiv : the preprint server for biology · 2026Article
- Propofol-induced loss of responsiveness reorganizes cortical traveling waves in the human brain.bioRxiv : the preprint server for biology · 2026Article
- Characteristics of electroencephalographic changes induced by different hypnotics in elderly patients: a narrative review.Korean journal of anesthesiology · 2026Review
- Characterizing electroencephalogram dynamics during sedation withdrawal: Insights into cortical recovery following status epilepticus.Epilepsia open · 2026Article
- Distinct origins of human low and high alpha rhythms revealed by simultaneous EEG-SEEG.Communications biology · 2026Article
- Divergent periodic and aperiodic EEG signatures of Propofol versus sevoflurane anesthesia: a comparative neurophysiological study.Frontiers in medicine · 2026Article
- Windows to Consciousness: The Role of Fronto-Parietal Connectivity in Anesthesia-Induced Unconsciousness.Current neuropharmacology · 2026Review
- The Modulatory Effects of Anesthetics and Analgesics on Neurophysiological Monitoring and Underlying Mechanisms.Current neuropharmacology · 2026Review
- Large-scale neuromorphic modeling of cortical networks on FPGA for investigating anesthetic-induced neural dynamics.Frontiers in systems neuroscience · 2026Article
- Circuit-level dynamics and propagation of slow wave activity modulate their interplay during the awakening process.iScience · 2025Article
- RHO GTPase by L1 GABAergic neurons in frontal cortex and L6 glutamatergic neurons in prefrontal cortex differentiates states of unconsciousness.Scientific reports · 2025Article
158 more citing papers are in PubMed but not listed here.
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11 authors.
Funding
Abstract
The neurophysiological mechanisms by which anesthetic drugs cause loss of consciousness are poorly understood. Anesthetic actions at the molecular, cellular, and systems levels have been studied in detail at steady states of deep general anesthesia. However, little is known about how anesthetics alter neural activity during the transition into unconsciousness. We recorded simultaneous multiscale neural activity from human cortex, including ensembles of single neurons, local field potentials, and intracranial electrocorticograms, during induction of general anesthesia. We analyzed local and global neuronal network changes that occurred simultaneously with loss of consciousness. We show that propofol-induced unconsciousness occurs within seconds of the abrupt onset of a slow (<1 Hz) oscillation in the local field potential. This oscillation marks a state in which cortical neurons maintain local patterns of network activity, but this activity is fragmented across both time and space. Local (<4 mm) neuronal populations maintain the millisecond-scale connectivity patterns observed in the awake state, and spike rates fluctuate and can reach baseline levels. However, neuronal spiking occurs only within a limited slow oscillation-phase window and is silent otherwise, fragmenting the time course of neural activity. Unexpectedly, we found that these slow oscillations occur asynchronously across cortex, disrupting functional connectivity between cortical areas. We conclude that the onset of slow oscillations is a neural correlate of propofol-induced loss of consciousness, marking a shift to cortical dynamics in which local neuronal networks remain intact but become functionally isolated in time and space.
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Registered trials
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.