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Hyperarousal features in the sleep architecture of individuals with and without insomnia.

Publication ,  Journal Article
Di Marco, T; Scammell, TE; Sadeghi, K; Datta, AN; Little, D; Tjiptarto, N; Djonlagic, I; Olivieri, A; Zammit, G; Krystal, A; Pathmanathan, J ...
Published in: J Sleep Res
February 2025

Sleep architecture encodes relevant information on the structure of sleep and has been used to assess hyperarousal in insomnia. This study investigated whether polysomnography-derived sleep architecture displays signs of hyperarousal in individuals with insomnia compared with individuals without insomnia. Data from Phase 3 clinical trials, private clinics and a cohort study were analysed. A comprehensive set of sleep architecture features previously associated with hyperarousal were retrospectively analysed focusing on sleep-wake transition probabilities, electroencephalographic spectra and sleep spindles, and enriched with a novel machine learning algorithm called the Wake Electroencephalographic Similarity Index. This analysis included 1710 individuals with insomnia and 1455 individuals without insomnia. Results indicate that individuals with insomnia had a higher likelihood of waking from all sleep stages, and showed increased relative alpha during Wake and N1 sleep and increased theta power during Wake when compared with individuals without insomnia. Relative delta power was decreased and Wake Electroencephalographic Similarity Index scores were elevated across all sleep stages except N3, suggesting more wake-like activity during these stages in individuals with insomnia. Additionally, sleep spindle density was decreased, and spindle dispersion was increased in individuals with insomnia. These findings suggest that insomnia is characterized by a dysfunction in sleep quality with a continuous hyperarousal, evidenced by changes in sleep-wake architecture.

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Published In

J Sleep Res

DOI

EISSN

1365-2869

Publication Date

February 2025

Volume

34

Issue

1

Start / End Page

e14256

Location

England

Related Subject Headings

  • Wakefulness
  • Sleep Stages
  • Sleep Initiation and Maintenance Disorders
  • Sleep
  • Retrospective Studies
  • Polysomnography
  • Neurology & Neurosurgery
  • Middle Aged
  • Male
  • Machine Learning
 

Citation

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Di Marco, T., Scammell, T. E., Sadeghi, K., Datta, A. N., Little, D., Tjiptarto, N., … Dauvilliers, Y. (2025). Hyperarousal features in the sleep architecture of individuals with and without insomnia. J Sleep Res, 34(1), e14256. https://doi.org/10.1111/jsr.14256
Di Marco, Tobias, Thomas E. Scammell, Kolia Sadeghi, Alexandre N. Datta, David Little, Nurkurniati Tjiptarto, Ina Djonlagic, et al. “Hyperarousal features in the sleep architecture of individuals with and without insomnia.J Sleep Res 34, no. 1 (February 2025): e14256. https://doi.org/10.1111/jsr.14256.
Di Marco T, Scammell TE, Sadeghi K, Datta AN, Little D, Tjiptarto N, et al. Hyperarousal features in the sleep architecture of individuals with and without insomnia. J Sleep Res. 2025 Feb;34(1):e14256.
Di Marco, Tobias, et al. “Hyperarousal features in the sleep architecture of individuals with and without insomnia.J Sleep Res, vol. 34, no. 1, Feb. 2025, p. e14256. Pubmed, doi:10.1111/jsr.14256.
Di Marco T, Scammell TE, Sadeghi K, Datta AN, Little D, Tjiptarto N, Djonlagic I, Olivieri A, Zammit G, Krystal A, Pathmanathan J, Donoghue J, Hubbard J, Dauvilliers Y. Hyperarousal features in the sleep architecture of individuals with and without insomnia. J Sleep Res. 2025 Feb;34(1):e14256.
Journal cover image

Published In

J Sleep Res

DOI

EISSN

1365-2869

Publication Date

February 2025

Volume

34

Issue

1

Start / End Page

e14256

Location

England

Related Subject Headings

  • Wakefulness
  • Sleep Stages
  • Sleep Initiation and Maintenance Disorders
  • Sleep
  • Retrospective Studies
  • Polysomnography
  • Neurology & Neurosurgery
  • Middle Aged
  • Male
  • Machine Learning