Reversed and increased functional connectivity in non-REM sleep suggests an altered rather than reduced state of consciousness relative to wake.
Evan Houldin, Zhuo Fang, Laura B Ray, Bobby Stojanoski, Adrian M. Owen, Stuart Fogel
Scientific Reports June 7, 2021 DOI: 10.1038/s41598-021-91211-5 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Observational study with simultaneous EEG-fMRI Peer reviewed |
|---|---|
| Population | Non-sleep deprived human subjects |
| Topics | Altered states of consciousness |
| Citations | 17 |
| Key findings | During NREM sleep, functional connections between brain networks often reverse direction and strengthen in the opposite direction, rather than simply reducing in magnitude, supporting the view that NREM involves altered rather than reduced functional connectivity. |
Abstract
Sleep resting state network (RSN) functional connectivity (FC) is poorly understood, particularly for rapid eye movement (REM), and in non-sleep deprived subjects. REM and non-REM (NREM) sleep involve competing drives; towards hypersynchronous cortical oscillations in NREM; and towards wake-like desynchronized oscillations in REM. This study employed simultaneous electroencephalography-functional magnetic resonance imaging (EEG-fMRI) to explore whether sleep RSN FC reflects these opposing drives. As hypothesized, this was confirmed for the majority of functional connections modulated by sleep. Further, changes were directional: e.g., positive wake correlations trended towards negative correlations in NREM and back towards positive correlations in REM. Moreover, the majority did not merely reduce magnitude, but actually either reversed and strengthened in the opposite direction, or increased in magnitude during NREM. This finding supports the notion that NREM is best expressed as having altered, rather than reduced FC. Further, as many of these functional connections comprised "higher-order" RSNs (which have been previously linked to cognition and consciousness), such as the default mode network, this finding is suggestive of possibly concomitant alterations to cognition and consciousness.
Citations in the library
Cited by 3
- Topographic-dynamic reorganisation model of dreams (TRoD) - A spatiotemporal approach. Neuroscience & Biobehavioral Reviews May 1, 2023
- Event-Related Potential Study of Recovery of Consciousness during Forced Awakening from Slow-Wave Sleep and Rapid Eye Movement Sleep. International Journal of Molecular Sciences October 4, 2022
- A repeated awakening study exploring the capacity of complexity measures to capture dreaming during propofol sedation Scientific Reports September 24, 2025
Cites 10
- Decoupling of the brain's default mode network during deep sleep Proceedings of the National Academy of Sciences June 19, 2009
- Breakdown of within- and between-network Resting State Functional Magnetic Resonance Imaging Connectivity during Propofol-induced Loss of Consciousness Anesthesiology September 30, 2010
- Development of the Brain's Default Mode Network from Wakefulness to Slow Wave Sleep Cerebral Cortex February 17, 2011
- Intrinsic Brain Activity in Altered States of Consciousness Annals of the New York Academy of Sciences May 1, 2008
- Resting State Networks and Consciousness Frontiers in Psychology 2012
and 5 more in the library