Md Rashidul Hasan, David M Umbach, Min Shi, Chao Gu, Deryck Yeung, Amlan Talukder, Zheng Fan, Leping Li
{"title":"Seasonal variation in sleep apnea and other sleep parameters from diagnostic polysomnography data, 2003-2024.","authors":"Md Rashidul Hasan, David M Umbach, Min Shi, Chao Gu, Deryck Yeung, Amlan Talukder, Zheng Fan, Leping Li","doi":"10.1038/s44528-026-00013-6","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Seasonal variation in daylength, temperature, and humidity may influence the sleep cycle. We investigated how sleep apnea, measured by the apnea-hypopnea index (AHI) and five other sleep parameters vary across seasons.</p><p><strong>Methods: </strong>Our cross-sectional analysis used diagnostic in-laboratory polysomnography studies from adults without major diseases (3965 female; 2886 male) between 2003 and 2024 at a tertiary hospital in North Carolina, USA. We assessed seasonality separately in males and females using regression models with periodic spline terms and adjustment for age, body mass index, and calendar time.</p><p><strong>Results: </strong>We show that AHI is higher in males than females throughout the year and exhibits a single yearly cycle in both sexes (Likelihood Ratio Test [LRT]: <i>p</i> = 0.049, 0.058, respectively) with the peak for males in March and the nadir in early September; respective extremes in females occur about a month later. Sleep efficiency exhibits two cycles per year in both males and females (LRT: <i>p</i> = 0.003, 0.051, respectively). In males, the peaks are in April and September with troughs in early January and June, with respective extremes in females about a month later. Total sleep time shows no evidence of seasonality in females (LRT: <i>p</i> = 0.91) but two cycles per year in males (LRT: <i>p</i> = 0.005). We find no strong evidence of seasonality for the proportions of N3 sleep, REM sleep, or N2 sleep for either sex.</p><p><strong>Conclusion: </strong>Seasonal patterns for AHI and sleep efficiency are common to both sexes, whereas patterns for other sleep parameters differ between sexes or lack convincing evidence of seasonality.</p>","PeriodicalId":524124,"journal":{"name":"Communications health","volume":"1 1","pages":"15"},"PeriodicalIF":0.0000,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13441896/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Communications health","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1038/s44528-026-00013-6","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/8/5 0:00:00","PubModel":"Epub","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Seasonal variation in daylength, temperature, and humidity may influence the sleep cycle. We investigated how sleep apnea, measured by the apnea-hypopnea index (AHI) and five other sleep parameters vary across seasons.
Methods: Our cross-sectional analysis used diagnostic in-laboratory polysomnography studies from adults without major diseases (3965 female; 2886 male) between 2003 and 2024 at a tertiary hospital in North Carolina, USA. We assessed seasonality separately in males and females using regression models with periodic spline terms and adjustment for age, body mass index, and calendar time.
Results: We show that AHI is higher in males than females throughout the year and exhibits a single yearly cycle in both sexes (Likelihood Ratio Test [LRT]: p = 0.049, 0.058, respectively) with the peak for males in March and the nadir in early September; respective extremes in females occur about a month later. Sleep efficiency exhibits two cycles per year in both males and females (LRT: p = 0.003, 0.051, respectively). In males, the peaks are in April and September with troughs in early January and June, with respective extremes in females about a month later. Total sleep time shows no evidence of seasonality in females (LRT: p = 0.91) but two cycles per year in males (LRT: p = 0.005). We find no strong evidence of seasonality for the proportions of N3 sleep, REM sleep, or N2 sleep for either sex.
Conclusion: Seasonal patterns for AHI and sleep efficiency are common to both sexes, whereas patterns for other sleep parameters differ between sexes or lack convincing evidence of seasonality.
背景:昼夜长度、温度和湿度的季节性变化可能影响睡眠周期。我们研究了睡眠呼吸暂停,通过呼吸暂停低通气指数(AHI)和其他五个睡眠参数来衡量,是如何随季节变化的。方法:我们的横断面分析采用实验室诊断性多导睡眠图研究,研究对象为2003年至2024年间美国北卡罗来纳州一家三级医院无重大疾病的成年人(女性3965人,男性2886人)。我们使用带有周期性样条项的回归模型分别评估了男性和女性的季节性,并对年龄、体重指数和日历时间进行了调整。结果:雄蚊的AHI全年均高于雌蚊,且雌雄均呈现单年周期(似然比检验[LRT]: p分别为0.049、0.058),雄蚊的AHI峰值出现在3月,最低点出现在9月初;女性的极端情况大约在一个月后发生。男性和女性的睡眠效率表现为每年两个周期(LRT: p分别= 0.003和0.051)。雄性的高峰在4月和9月,低谷在1月初和6月,雌性的极端大约在一个月后。女性的总睡眠时间没有季节性(LRT: p = 0.91),但男性每年有两个周期(LRT: p = 0.005)。我们没有发现强有力的证据表明N3睡眠、快速眼动睡眠或N2睡眠的比例对两性都有季节性影响。结论:AHI和睡眠效率的季节性模式在两性中是共同的,而其他睡眠参数的模式在两性之间存在差异或缺乏令人信服的季节性证据。