ArticleSleep medicine2024
Heart rate variability during sleep onset in patients with insomnia with or without comorbid sleep apnea.
Article in Sleep medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed.
- Physiological and Sleep Profiles in Insomnia, OSA and COMISA: A Comparative Study in Portugal and Spain.Journal of sleep research · 2026Article
- Sleep and circadian rhythms in cardiovascular resilience: mechanisms, implications, and a Roadmap for research and interventions.Nature reviews. Cardiology · 2026Review
- Curative Effect and Autonomic Nerve Function of Patients With Primary Insomnia of Liver Depression and Spleen Deficiency Type Based on the Acupoint Selection of Meridian Theory: Protocol for a Randomized Controlled Trial.JMIR research protocols · 2026Article
- Correlation Analysis of Sleep Quality and Heart Rate Variability in Patients Undergoing Cardiac Surgery: A Prospective Observational Cohort Study.International journal of general medicine · 2026Article
- From Therapeutic Heterogeneity to Precision Neuromodulation: Non-Invasive Brain Stimulation for Chronic Insomnia.Nature and science of sleep · 2026Review
- Interpreting heart rate variability in clinical context: a framework for understanding a multidimensional autonomic biomarker.Frontiers in cardiovascular medicine · 2026Review
- Sleep Mediates the Association Between Emotion Dysregulation and Repetitive Behaviors in Autistic Children.Journal of autism and developmental disorders · 2025Article
- Heart rate variability analysis in comorbid insomnia and sleep apnea (COMISA).Scientific reports · 2025Observational
- Transforming Sleep Monitoring: Review of Wearable and Remote Devices Advancing Home Polysomnography and Their Role in Predicting Neurological Disorders.Biosensors · 2025Review
- Sleep Loss and Substance Use Disorders: An Issue from Adolescents to Adults.Behavioral sciences (Basel, Switzerland) · 2025Review
- What comes first: Heart rate variability changes or insomnia? A causal investigation using Mendelian randomization.International journal of clinical and health psychology : IJCHPArticle
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Authors and funding
4 authors.
Funding
Abstract
objectivesPre-sleep stress or hyperarousal is a known key etiological component in insomnia disorder. Despite this, physiological alterations during the sleep onset are not well-understood. In particular, insomnia and obstructive sleep apnea (OSA) are highly prevalent co-morbid conditions, where autonomic regulation may be altered. We aimed to characterize heart rate variability (HRV) during sleep onset as a potential measure of pre-sleep hyperarousal.
methodsWe described the profile of pre-sleep HRV measures and explore autonomic differences in participants with self-reported insomnia disorder (with no OSA, n = 69; with mild OSA, n = 70; with moderate or severe OSA, n = 66), compared to normal sleep controls (n = 123). Heart rate data during the sleep onset process were extracted for HRV analyses.
resultsDuring the sleep onset process, compared to normal sleep controls, participants with insomnia had altered HRV, indicated by higher heart rate (p = 0.004), lower SDNN (p = 0.003), reduced pNN20 (p < 0.001) and pNN50 (p = 0.010) and lower powers (p < 0.001). Participants with insomnia and moderate/severe OSA may have further deteriorated HRV outcomes compared to no/mild OSA patients with insomnia but differences were not significant. Insomnia itself was associated with significantly higher heart rate, lower pNN20, and lower high frequency power even after adjustment for age, gender, BMI and OSA severity.
conclusionsParticipants with insomnia had lower vagal activity during the sleep onset period, which may be compounded by OSA, reflected in higher heart rates and lower HRV. These altered heart rate dynamics may serve as a physiological biomarker for insomnia during bedtime wakefulness, or as a potential tool to evaluate the efficacy of behavioral interventions which target bedtime stress.
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