Evidence map›Paper›PMID 42564035›Full record

ArticleCommunications health2026

Seasonal variation in sleep apnea and other sleep parameters from diagnostic polysomnography data, 2003-2024.

Md Rashidul Hasan, David M Umbach, Min Shi, Chao Gu, Deryck Yeung, Amlan Talukder, Zheng Fan, Leping Li

Abstract read
In one paragraph

Article in Communications health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Md Rashidul HasanBiostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, Durham, NC USA.
David M UmbachBiostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, Durham, NC USA.
Min ShiBiostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, Durham, NC USA.
Chao GuBiostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, Durham, NC USA.
Deryck YeungBiostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, Durham, NC USA.
Amlan TalukderBiostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, Durham, NC USA.
Zheng FanDivision of Sleep Medicine and Department of Neurology, School of Medicine, The University of North Carolina at Chapel Hill, Chapel Hill, NC USA.
Leping LiBiostatistics and Computational Biology Branch, National Institute of Environmental Health Sciences, Durham, NC USA.

Funding

BioinformaticsZIAES101765 · NIEHS · NATIONAL INSTITUTE OF ENVIRONMENTAL HEALTH SCIENCES · PI LI, LEPING · 2009 to 2025
$21.0M
Intramural NIH HHS ZIA ES101765
6 · The paper itself

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]: 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.

Indexed as

DiseasesHealth careMedical researchRisk factors

Identifiers

PMID42564035
PMCPMC13441896

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.