Exploring the Arousal Intensity in Patients with Obstructive Sleep Apnea: Based on Odds Ratio Product.

IF 3.4 2区 医学 Q2 CLINICAL NEUROLOGY
Nature and Science of Sleep Pub Date : 2025-09-02 eCollection Date: 2025-01-01 DOI:10.2147/NSS.S435918
Yunhan Shi, Xiang Gao, Jianhong Liao, Yanru Li, Demin Han
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引用次数: 0

Abstract

Aim: Obstructive sleep apnea (OSA) is characterized by repetitive upper airway collapse during sleep, resulting in frequent cortical arousals. However, currently used frequency-based arousal metrics do not sufficiently capture the heterogeneity and clinical significance of arousal responses. The odds ratio product (ORP) is a novel electroencephalographic marker that provides a continuous assessment of sleep depth and has the potential to serve as an objective measure of arousal intensity.

Purpose: This study aimed to quantify the intensity of arousals in untreated OSA patients using the ORP, and to explore the relationships between arousal intensity, respiratory event features, and subjective sleepiness.

Patients and methods: We retrospectively analysed data from 1057 adults with untreated OSA enrolled in the APPLES cohort. EEG spectral power was mapped to ORP values, and arousal intensity for each event was objectively calculated based on deviations in ORP from baseline. A total of 258,121 arousal events were included. Mixed-effects modelling was used to assess the impact of event type, duration, latency, sleep stage, position, and inter-individual variability on arousal intensity. Stepwise multiple regression explored associations between individual arousal intensity and subjective sleepiness.

Results: Arousal intensity increased significantly with the duration of preceding respiratory events, and was markedly higher than that of spontaneous arousals. The association between respiratory events and arousal intensity was stronger for apneas than for hypopneas, while deep sleep stage and lateral posture significantly reduced arousal response. Inter-individual variability was pronounced. Higher baseline arousal intensity was independently associated with increased subjective daytime sleepiness, after adjusting for known confounders.

Conclusion: ORP-derived arousal intensity provides a quantitative biomarker of cortical arousal. Arousal intensity is shaped by respiratory event characteristics, sleep architecture, and intrinsic individual traits. Although slight, arousal intensity is independently associated with subjective daytime sleepiness.

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探讨阻塞性睡眠呼吸暂停患者的觉醒强度:基于优势比乘积。
目的:阻塞性睡眠呼吸暂停(OSA)的特点是睡眠中反复的上呼吸道塌陷,导致频繁的皮质觉醒。然而,目前使用的基于频率的唤醒指标不能充分捕捉唤醒反应的异质性和临床意义。比值比积(ORP)是一种新的脑电图标记物,它提供了对睡眠深度的持续评估,并有可能作为觉醒强度的客观测量。目的:本研究旨在利用ORP量化未经治疗的OSA患者的唤醒强度,并探讨唤醒强度、呼吸事件特征和主观嗜睡之间的关系。患者和方法:我们回顾性分析了apple队列中1057名未经治疗的OSA成人患者的数据。将EEG频谱功率映射到ORP值,并根据ORP与基线的偏差客观计算每个事件的唤醒强度。总共包括258,121个唤醒事件。混合效应模型用于评估事件类型、持续时间、潜伏期、睡眠阶段、体位和个体间变异对唤醒强度的影响。逐步多元回归分析了个体觉醒强度与主观嗜睡之间的关系。结果:觉醒强度随呼吸事件持续时间的延长而显著增加,且明显高于自发觉醒。呼吸事件与唤醒强度之间的关联在呼吸暂停时比呼吸不足时更强,而深度睡眠阶段和侧卧姿势显著降低唤醒反应。个体间的差异是明显的。在调整了已知的混杂因素后,较高的基线唤醒强度与主观白天嗜睡的增加独立相关。结论:orp衍生的觉醒强度是皮层觉醒的定量生物标志物。唤醒强度由呼吸事件特征、睡眠结构和内在个体特征决定。虽然轻微,但觉醒强度与主观的白天嗜睡独立相关。
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来源期刊
Nature and Science of Sleep
Nature and Science of Sleep Neuroscience-Behavioral Neuroscience
CiteScore
5.70
自引率
5.90%
发文量
245
审稿时长
16 weeks
期刊介绍: Nature and Science of Sleep is an international, peer-reviewed, open access journal covering all aspects of sleep science and sleep medicine, including the neurophysiology and functions of sleep, the genetics of sleep, sleep and society, biological rhythms, dreaming, sleep disorders and therapy, and strategies to optimize healthy sleep. Specific topics covered in the journal include: The functions of sleep in humans and other animals Physiological and neurophysiological changes with sleep The genetics of sleep and sleep differences The neurotransmitters, receptors and pathways involved in controlling both sleep and wakefulness Behavioral and pharmacological interventions aimed at improving sleep, and improving wakefulness Sleep changes with development and with age Sleep and reproduction (e.g., changes across the menstrual cycle, with pregnancy and menopause) The science and nature of dreams Sleep disorders Impact of sleep and sleep disorders on health, daytime function and quality of life Sleep problems secondary to clinical disorders Interaction of society with sleep (e.g., consequences of shift work, occupational health, public health) The microbiome and sleep Chronotherapy Impact of circadian rhythms on sleep, physiology, cognition and health Mechanisms controlling circadian rhythms, centrally and peripherally Impact of circadian rhythm disruptions (including night shift work, jet lag and social jet lag) on sleep, physiology, cognition and health Behavioral and pharmacological interventions aimed at reducing adverse effects of circadian-related sleep disruption Assessment of technologies and biomarkers for measuring sleep and/or circadian rhythms Epigenetic markers of sleep or circadian disruption.
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