ArticleFrontiers in neurology2023
New insights and potential clinical implications of the odds ratio product.
Article in Frontiers in neurology, 2023. 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.
- Asthma and Obstructive Sleep Apnea Overlap Syndrome Identifies a Phenotype of Sleep Instability and Increased Psychological Burden.Life (Basel, Switzerland) · 2026Article
- Polysomnography in Transition: Reassessing Its Role in the Future of Sleep Medicine.Journal of sleep research · 2025Review
- Comparative analysis of sleep physiology using qualitative and quantitative criteria for insomnia symptoms.Sleep · 2025Article
- Association of Novel Sleep EEG Biomarkers with All-Cause Mortality in a Large Community-Based Cohort.Nature and science of sleep · 2025Article
- Clinical association between current depressive symptoms and odds ratio product in US sleep centers.Frontiers in sleep · 2025Article
- Sleep and nocturnal breathing of individuals working over 1-week periods at high altitude: a cross-sectional polysomnographic study.Sleep advances : a journal of the Sleep Research Society · 2025Article
- Exploring the Arousal Intensity in Patients with Obstructive Sleep Apnea: Based on Odds Ratio Product.Nature and science of sleep · 2025Article
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- Article
- Cardiopulmonary coupling-calculated sleep stability and nocturnal heart rate kinetics as a potential indicator for cardiovascular health: a relationship with blood pressure dipping.Frontiers in sleep · 2024Article
- Excessive daytime sleepiness is associated with relative delta frequency power among patients with mild OSA.Frontiers in neurology · 2024Article
Corrections and comments
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Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The odds ratio product (ORP) is a continuous metric of sleep depth that ranges from 0 (very deep sleep) to 2. 5 (full wakefulness). Its advantage over the conventional method recommended by AASM is that it discloses different levels of stage wake (sleep propensity) and different sleep depths within the same sleep stage. As such, it can be used to identify differences in sleep depth between subjects, and in the same subjects under different circumstances, when differences are not discernible by conventional staging. It also identifies different sleep depths within stage rapid-eye-movement sleep, with possible implications to disorders during this stage. Epoch-by-epoch ORP can be displayed graphically across the night or as average values in conventional sleep stages. In addition, ORP can be reported as % of recording time in specific ORP ranges (e.g., deciles of the total ORP range) where it produces distinct distribution patterns (ORP-architecture) that have been associated with different clinical disorders and outcomes. These patterns offer unique research opportunities to identify different mechanisms and potential therapy for various sleep complaints and disorders. In this review I will discuss how ORP is measured, its validation, differences from delta power, and the various phenotypes, and their postulated mechanisms, identified by ORP architecture and the opportunities for research to advance management of sleep-disordered breathing, insomnia and idiopathic hypersomnia.
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