4.7 Article

Overnight dynamics in scale-free and oscillatory spectral parameters of NREM sleep EEG

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SCIENTIFIC REPORTS
卷 12, 期 1, 页码 -

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NATURE PORTFOLIO
DOI: 10.1038/s41598-022-23033-y

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资金

  1. Hungarian National Research, Development and Innovation Office [K-128117]
  2. Ministry of Innovation and Technology of Hungary from the National Research, Development and Innovation Fund [TKP2021-EGA-25]
  3. Netherlands Organization for Scientific Research (NWO)
  4. European Cooperation in Science and Technology (COST Action) [CA18106]
  5. Institute of Behavioural Sciences, Semmelweis University
  6. Max Planck Institute of Psychiatry

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Understanding the dynamics of human sleep features during the course of sleep is crucial for sleep regulation. By analyzing sleep records of 251 healthy human subjects, this study reveals the changes in spectral slopes and intercepts during consecutive sleep cycles, which are significant predictors of sleep intensity. The findings suggest that scale-free and oscillatory measures of sleep EEG can provide composite measures of sleep dynamics and offer new insights into sleep regulatory processes.
Unfolding the overnight dynamics in human sleep features plays a pivotal role in understanding sleep regulation. Studies revealed the complex reorganization of the frequency composition of sleep electroencephalogram (EEG) during the course of sleep, however the scale-free and the oscillatory measures remained undistinguished and improperly characterized before. By focusing on the first four non-rapid eye movement (NREM) periods of night sleep records of 251 healthy human subjects (4-69 years), here we reveal the flattening of spectral slopes and decrease in several measures of the spectral intercepts during consecutive sleep cycles. Slopes and intercepts are significant predictors of slow wave activity (SWA), the gold standard measure of sleep intensity. The overnight increase in spectral peak sizes (amplitudes relative to scale-free spectra) in the broad sigma range is paralleled by a U-shaped time course of peak frequencies in frontopolar regions. Although, the set of spectral indices analyzed herein reproduce known age- and sex-effects, the interindividual variability in spectral slope steepness is lower as compared to the variability in SWA. Findings indicate that distinct scale-free and oscillatory measures of sleep EEG could provide composite measures of sleep dynamics with low redundancy, potentially affording new insights into sleep regulatory processes in future studies.

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