bioRxivNeurosciencePreprint
An invariant relationship between NonREM and REM sleep and the wave model of their dynamics.
Abstract
Explaining the complex structure and dynamics of sleep, which consist of alternating and physiologically distinct NonREM and REM sleep episodes, has posed a significant challenge. In this study, we demonstrate that a single wave model concept captures the distinctly different overnight dynamics of the four primary sleep measures - the duration and intensity of NonREM and REM sleep episodes - with high quantitative precision. Additionally, the model accurately predicts how these measures respond to sleep deprivation or abundance. Furthermore, the model passes the ultimate test, as its prediction leads to a novel experimental finding--an invariant relationship between the duration of NonREM episodes and the intensity of REM episodes, the product of which remains constant over consecutive sleep cycles. These results suggest a functional unity between NonREM and REM sleep, establishing a comprehensive and quantitative framework for understanding normal sleep and sleep disorders.
- Citations
- 1
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Invariant relationship unites REM and NonREM sleep.
Irina V. Zhdanova, Vasili A. Kharchenko·bioRxiv·May 8, 2023
- Dual-Resonance Shapes REM Sleep: A Mechanistic Link Between Homeostasis, Circadian Phase, and Sleep Deficit.
Irina V. Zhdanova, Vasili A. Kharchenko·bioRxiv·May 2, 2025
- Pathway-dependent regulation of sleep dynamics in a network model of the sleep-wake cycle
Charlotte Héricé, Shuzo Sakata·Frontiers in NeurosciencePeer-reviewed·Dec 20, 2019
- Reassessing the validity of slow-wave dynamics as a proxy for NREM sleep homeostasis
Jeffrey T. Hubbard, Thomas C. Gent, … Paul Franken·Nature CommunicationsPeer-reviewed·Jun 19, 2020
- Homeostatic Forces Shaping the Daily Pattern of Sleep Propensity.
Vasili Kharchenko, Michael G. Rozman, … Irina V. Zhdanova·bioRxiv·Mar 9, 2025
- Pontine waves accompanied by short hippocampal sharp wave-ripples during non-rapid eye movement sleep
Tomomi Tsunematsu, Sumire Matsumoto, … Shuzo Sakata·SLEEPPeer-reviewed·Jul 21, 2023