Evidence map›Paper›PMID 42266362›Full record

ArticleSexual medicine2026

Association between obstructive sleep apnea and sex hormones in U.S. adult males: a population-based study.

Yuan Ji, Pengbo Hua, Haoyue Gao, Qiming Liang, Jingqing Wu, Liwei Peng, Jingqi Wang

Abstract read
In one paragraph

Article in Sexual medicine, 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

7 authors.

Yuan JiDepartment of Urology, The Second Hospital of Shanxi Medical University, Taiyuan 030001, China.
Pengbo HuaDepartment of Urology, The Second Hospital of Shanxi Medical University, Taiyuan 030001, China.
Haoyue GaoDepartment of Respiratory, The Second Hospital of Shanxi Medical University, Taiyuan 030001, China.
Qiming LiangDepartment of Translation and Interpretation, School of Foreign Languages, Shanxi University, Taiyuan 030006, China.
Jingqing WuDepartment of Urology, The First Hospital of Shanxi Medical University, Taiyuan, Shanxi 030001, China.
Liwei PengDepartment of Urology, The Second Hospital of Shanxi Medical University, Taiyuan 030001, China.
Jingqi WangDepartment of Urology, The Second Hospital of Shanxi Medical University, Taiyuan 030001, China.ORCID https://orcid.org/0000-0003-2820-1026

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The relationship between obstructive sleep apnea (OSA) and comprehensive sex hormone profiles, including free testosterone, in men remains unclear. Aim: This study aimed to explore the independent association between OSA risk and a panel of sex hormone indices after adjusting for obesity. Methods: We conducted a cross-sectional analysis of 2218 adult males from the National Health and Nutrition Examination Survey 2015-2016. OSA was assessed using an adjusted multivariable apnea prediction index and categorized into tertiles. Sex hormones were measured via isotope dilution liquid chromatography-tandem mass spectrometry and immunoassays. Associations were examined using weighted multivariable linear and logistic regression, adjusted for demographics, and clinical factors. Restricted cubic spline and mediation analyses were performed to assess nonlinearity and the mediating role of sex hormone-binding globulin. Outcomes: Primary outcomes were total testosterone, sex hormone-binding globulin, and free androgen index; secondary outcomes included estradiol, total testosterone/estradiol ratio, and testosterone deficiency prevalence. Results: In fully adjusted models, higher OSA risk was significantly associated with lower ln(total testosterone) ( Clinical Implications: Routine screening for sex hormone-binding globulin in obese OSA patients may help prevent misdiagnosis of hypogonadism and guide targeted intervention. Strengths and Limitations: Strengths include a nationally representative sample and comprehensive hormone profiling; limitations include the cross-sectional design and subjective OSA assessment. Conclusion: OSA risk is associated with a hormonal profile of low total testosterone and sex hormone-binding globulin but preserved free testosterone, a relationship strongly moderated by body mass index.

Indexed as

cross-sectional studygonadal steroid hormonesnutrition surveysobstructive sleep apneasex hormone-binding globulin

Identifiers

PMID42266362
PMCPMC13244391

What Socratic holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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 Socratic graph.