Journal of Neural EngineeringNeurosciencePeer-reviewed journal article
Sleeping While Awake: The Intrusion of Neural Activity Associated with Sleep Onset in the Awake Human Brain
Govinda Raj PoudeliD, Stephanie Hawes, Carrie InnesiD, Nicholas ParsonsiD, Sean P. A. DrummondiD, Karen Caeyensberghs, Richard D. JonesiD
Abstract
Sleep can intrude into the awake human brain when sleep deprived or fatigued, even while performing cognitive tasks. However, how the brain activity associated with sleep onset can co-exist with the activity associated with cognition in the awake humans remains unexplored. Here, we used simultaneous fMRI and EEG to generate fMRI activity maps associated with EEG theta (4-7 Hz) activity associated with sleep onset. We implemented a method to track these fMRI activity maps in individuals performing a cognitive task after well-rested and sleep-deprived nights. We found frequent intrusions of the fMRI maps associated with sleep-onset in the task-related fMRI data. These sleep events elicited a pattern of transient fMRI activity, which was spatially distinct from the task-related activity in the frontal and parietal areas of the brain. They were concomitant with reduced arousal as indicated by decreased pupil size and increased response time. Graph theoretical modelling showed that the activity associated with sleep onset emerges from the basal forebrain and spreads anterior-posteriorly via the brains structural connectome. We replicated the key findings in an independent dataset, which suggests that the approach can be reliably used in understanding the neuro-behavioural consequences of sleep and circadian disturbances in humans.
- Citations
- 16
- FWCI
- 1.71
- Field percentile
- top 17%
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
- The theta paradox: 4-8 Hz EEG oscillations reflect both local sleep and cognitive control
Sophia Snipes, Elena Krugliakova, … Reto Huber·Journal of NeurosciencePeer-reviewed·Oct 6, 2022
- Cortical structure of neural synchrony and information flow during transition from wakefulness to light non-rapid eye movement sleep
J. M. Fan, K. Kudo, … S. S. Nagarajan·bioRxiv·Mar 9, 2022
- Circadian and Sleep-Wake Modulation of Functional Connectivity Across Brain Oscillations and States Linked to Cognition in Humans
Alpár S. Lázár, Zsolt I. Lázár, … Derk‐Jan Dijk·bioRxiv·Oct 20, 2025
- Spatiotemporal patterns of theta-band activity during rapid-eye movement sleep: a magnetoencephalography analysis
Vasiliki Provias, Monika Schönauer, … Emily B. J. Coffey·bioRxiv·Oct 1, 2024
- A temporal sequence of thalamic activity unfolds at transitions in behavioral arousal state
Beverly Setzer, Nina E. Fultz, … Laura D. Lewis·Nature CommunicationsPeer-reviewed·Sep 16, 2022
- Neural Correlates of human cognitive abilities during sleep
Zhuo Fang, L. Bryan Ray, … Stuart M. Fogel·bioRxiv·Apr 25, 2017