Evidence map›Paper›PMID 42257425›Full record

ArticleFuture science OA2026

Exposure to environmental toxicants and obstructive sleep apnea: a cross-sectional study.

Weixing Liu, Pei Li, Zhiyuan Wang, Yue Liu, Jia Chen, Hui Liu, Qintai Yang, Jin Ye

Abstract read
In one paragraph

Article in Future science OA, 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
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0citing papers in PubMed
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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

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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.

Weixing LiuDepartment of Otolaryngology, Head and Neck Surgery, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China.
Pei LiDepartment of Otolaryngology, Head and Neck Surgery, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China.
Zhiyuan WangDepartment of Otolaryngology, Head and Neck Surgery, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China.
Yue LiuDepartment of Otolaryngology, Head and Neck Surgery, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China.
Jia ChenDepartment of Otolaryngology, Head and Neck Surgery, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China.
Hui LiuDivision of Pulmonary and Critical Care, Department of Internal Medicine, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China.
Qintai YangDepartment of Otolaryngology, Head and Neck Surgery, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China.
Jin YeDepartment of Otolaryngology, Head and Neck Surgery, Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, P.R. China.ORCID 0000-0003-0233-9393

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo evaluate associations between environmental toxicant (ET) exposures and obstructive sleep apnea (OSA) using an exposome-wide approach.

methodsThis cross-sectional analysis included 13,161 participants from two NHANES cycles (2015-2016 and 2017-March 2020). Fifty-six toxicants across six classes (arsenic species, ethylene oxide, heavy metals, nicotine metabolites, VOC metabolites, and thyroid-disrupting compounds) were measured. OSA status was defined using a validated questionnaire based on self-reported symptoms. Exposome-wide association analysis (ExWAS) adjusted for sociodemographic, lifestyle, and clinical covariates, and restricted cubic spline (RCS) analysis characterized nonlinear exposure-response relationships.

resultsThe overall prevalence of OSA was 49% (

conclusionsNine ETs were significantly associated with OSA prevalence, with evidence of differential susceptibility by sex and age. These findings highlight environmental factors associated with OSA, which may serve as potential targets for future mechanistic research and public health interventions.

Indexed as

cross-sectional studyEnvironmental toxicantsexposome-wide association studyNHANESobstructive sleep apnea

Identifiers

PMID42257425
PMCPMC13251519

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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.