The integrated brain-body field tracks the level of consciousness across the human sleep cycle
Zenodo (CERN European Organization for Nuclear Research) September 7, 2026 DOI: 10.5281/zenodo.22583015 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Observational cohort Peer reviewed |
|---|---|
| Sample size | 78 |
| Population | Subjects with polysomnographic nights from a public cohort |
| Key findings | Integration and balance measures tracked sleep stages within subjects and replicated across nights; balance shifted from redundancy in wakefulness to synergy in deep sleep. Body-channel metrics improved stage decoding by more than doubling accuracy in 82-100% of subjects, supporting tissue-specific integration measures. |
Abstract
The hypothesis that consciousness corresponds to integrated information predicts that measures of integration computed over the whole physiological system co-vary with the level of consciousness. Sleep provides an expert-scored axis from wakefulness through deep non-rapid-eye-movement sleep to rapid-eye-movement sleep. In 153 polysomnographic nights from a public cohort (78 subjects; two electroencephalographic channels plus eye-movement, muscle-tone and respiration channels), we computed two observables of the integrated totality per thirty-second epoch: a von Neumann-entropy measure of whole-system integration, and an information-theoretic balance measure distinguishing redundant from synergistic interactions among channels. Both tracked the stage axis within subjects and replicated across two independent nights; the balance measure shifted from redundancy in wakefulness to synergy in deep sleep, and the two observables co-varied beyond the stage confound. A first operationalization that appended body channels to the brain's covariance ruler significantly degraded tracking — a reader error, not absence of body contribution. Read with tissue-specific metrics, body signs moved with the axis in 82-100% of subjects and more than doubled stage-decoding accuracy, with a noise control showing the gain to be specific. Tracking and body contribution generalized to an alternative montage without respiration. Heterogeneous tissues thus cannot be read with a single covariance ruler; totality observables combined with tissue-specific readers operationalize integration at the whole-organism scale.