Emergent multiscale organisation of neural dynamics fragments in anaesthesia.
Borjan Milinkovic, Anil K. Seth, Lionel Barnett, Olivia Carter, Thomas Andrillon
Imaging Neuroscience 2026 DOI: 10.1162/imag.a.1364 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Observational study Peer reviewed |
|---|---|
| Population | Human brain activity under wakefulness and three anesthetic interventions (propofol, xenon, ketamine), measured via source-reconstructed EEG |
| Interventions | Propofol Xenon Ketamine |
| Measures | dynamical independence (DI) |
| Keywords | EEG Anaesthesia Consciousness Dimensionality reduction Emergence Multiscale integration |
| Key findings | Propofol and xenon, which abolish conscious report, showed more emergent but highly variable dynamic structure, indicating fragmented macroscopic dynamical organization, whereas ketamine, which preserves dream-like phenomenology, showed reduced overall emergence yet partial preservation of macroscopic structure. The authors argue this dissociates the amount of emergence from the organization of emergent dynamics and cautions against equating emergence with level of consciousness. |
Abstract
Conscious experience depends on the coordinated activity of neural processes that span multiple scales: from synapses to whole-brain dynamics. A recently introduced measure, dynamical independence (DI), identifies, characterises, and quantifies these multi-scale relationships using an information-theoretic dimensionality reduction approach. Here, we use DI to examine changes in the emergent dynamical organisation in the human brain under three pharmacologically distinct anaesthetic interventions (propofol, xenon, ketamine). Applied to source-reconstructed electroencephalography (EEG), our analysis reveals that propofol and xenon, anaesthetics that abolish conscious report, exhibit more emergent but highly variable dynamic structure, indicating fragmented macroscopic dynamical organisation. Ketamine, which preserves dream-like phenomenology, shows a different pattern relative to wakefulness: reduced overall emergence yet a partial preservation of the macroscopic structure. Further exploratory analyses revealed spatially localised source-level contributions to emergent dynamical structure, highlighting regional variations. Together, our results highlight drug-induced reconfigurations of emergent dynamical structure relative to wakefulness, dissociate the amount of emergence from the organisation of emergent dynamics, and caution against equating emergence with level of consciousness. Consequently, we suggest that wakeful conscious processing depends not only on integration between neural components within a single scale, but also on integration across scales, broadening currently held assumptions of putative signatures of consciousness.
Citations in the library
Cites 25
- Breakdown of Cortical Effective Connectivity During Sleep Science September 29, 2005
- A Theoretically Based Index of Consciousness Independent of Sensory Processing and Behavior Science Translational Medicine August 14, 2013
- Theories of consciousness. Nature Reviews Neuroscience July 1, 2022
- Are the Neural Correlates of Consciousness in the Front or in the Back of the Cerebral Cortex? Clinical and Neuroimaging Evidence Journal of Neuroscience October 4, 2017
- Increased spontaneous MEG signal diversity for psychoactive doses of ketamine, LSD and psilocybin Scientific Reports April 19, 2017
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