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Updated: Jul 25, 2025

Cerebral Blood Flow-Based Resting State Functional Connectivity of the Human Brain using Optical Diffuse Correlation Spectroscopy
Published on: May 27, 2020
Frequency-dependent connectivity in large-scale resting-state brain networks during sleep
Simon Titone1,2, Jessica Samogin1, Philippe Peigneux3
1Department of Movement Sciences, Movement Control and Neuroplasticity Research Group, KU Leuven, Leuven, Belgium.
Functional connectivity (FC) decreases during deep non-rapid eye movement (NREM) sleep and shows complex changes during rapid eye movement (REM) sleep, with network-specific frequency patterns. This reveals detailed spatial and temporal dynamics of brain network activity during sleep.
Area of Science:
- Neuroscience
- Sleep Science
- Brain Connectivity
Background:
- Functional connectivity (FC) patterns change across sleep stages.
- The precise spatial and temporal dynamics of these FC fluctuations, especially frequency-dependent changes, are not fully understood.
Purpose of the Study:
- To investigate frequency-dependent, network-level FC fluctuations during nocturnal sleep in healthy young adults.
- To examine how FC within and between resting-state networks changes across NREM2, NREM3, and REM sleep stages.
Main Methods:
- Utilized high-density electroencephalography (hdEEG) in 29 healthy young adults.
- Analyzed source-localized FC in resting-state networks during the first three sleep cycles.
- Sleep stages (NREM2, NREM3, REM) were scored using a semi-automatic procedure.
Main Results:
- FC within and between resting-state networks decreased from NREM2 to NREM3 sleep across multiple frequency bands and sleep cycles.
- During REM sleep, delta and sigma bands showed persistent connectivity breakdown, while alpha and beta bands exhibited reconnection in specific networks.
- Gamma-band FC increased in most network pairs during later REM sleep cycles.
Conclusions:
- The study elucidates the spatial and temporal characteristics of connectivity breakdown during deepening NREM sleep.
- Complex, frequency- and network-specific breakdown and reconnection processes characterize FC during REM sleep.
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