Evidence map›Paper›PMID 41794937›Full record

ArticleNPJ primary care respiratory medicine2026

The risk of osteoporosis in COPD: An analysis of sex differences and mediating effects based on NHANES.

Yongshan Gao, Zhikai Li, Jiahao Wu, Lin Du, Mengzhen Min, Liping Li, Xiaodong Chen, Zhigang Zhong, Shangmin Chen

Abstract read
In one paragraph

Article in NPJ primary care respiratory medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

9 authors.

Yongshan GaoSports Medicine Center, The First Affiliated Hospital of Shantou University Medical College, Shantou, China.
Zhikai LiSports Medicine Center, The First Affiliated Hospital of Shantou University Medical College, Shantou, China.
Jiahao WuSports Medicine Center, The First Affiliated Hospital of Shantou University Medical College, Shantou, China.
Lin DuCentre for Orthopaedic Research, School of Biomedical Sciences, The University of Western Australia, Nedlands, WA, Australia.
Mengzhen MinThe First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Liping LiSchool of Public Health, Shantou University, Shantou, China.
Xiaodong ChenSchool of Public Health, Shantou University, Shantou, China. xdchen0754@stu.edu.cn.
Zhigang ZhongSports Medicine Center, The First Affiliated Hospital of Shantou University Medical College, Shantou, China. stzzg@163.com.
Shangmin ChenSports Medicine Center, The First Affiliated Hospital of Shantou University Medical College, Shantou, China. 18smchen@stu.edu.cn.

Funding

Shantou Science and Technology Plan Medical and Health Project 240506186498668Shantou Science and Technology Plan Medical and Health Project 240922169602002
6 · The paper itself

Abstract

Chronic obstructive pulmonary disease (COPD) and osteoporosis are significant public health concerns, often co-occurring due to shared risk factors such as ageing, smoking, and systemic inflammation, as well as treatment-related factors such as long-term glucocorticoid use. However, large-scale studies exploring these associations, their sex-specific effects, and mediating factors remain limited. A total of 8,274 participants aged ≥50 years from NHANES cycles 2005-2018 were included. COPD and osteoporosis were identified based on self-reported diagnoses, with Bone Mineral Density (BMD), measured by Dual-energy X-ray Absorptiometry (DXA), used as a sensitivity outcome. Weighted logistic regression analyzed the association between COPD and osteoporosis. Interaction and stratified analyses explored effect modification by sex, BMI, prednisone use, vitamin D, and race. Exploratory mediation analysis examined the indirect effects of prednisone, sleep problems, and vitamin D. COPD was significantly associated with osteoporosis risk (OR = 2.24, P < 0.001). A nominal sex interaction was observed (unadjusted P = 0.03), with a stronger association in males (adjusted OR = 4.85, 95% CI: 2.49-9.42, P < 0.001) than females (adjusted OR = 1.86, 95% CI: 1.30-2.65, P < 0.001). Exploratory mediation analyses suggested that prednisone use (mediated 5.1%) and sleep problems (mediated 9.3%) accounted for portions of the association, while vitamin D level did not show meaningful mediation. Sensitivity analyses confirmed an association between COPD and lower BMD (β = -0.032, P < 0.001), with significant mediation by prednisone (2.2%, P = 0.034). COPD is significantly associated with osteoporosis, with a stronger relative effect observed in males. Exploratory findings suggest potential mediation by prednisone use and sleep disorders. These results highlight the importance of integrated bone health management in COPD patients, with particular attention to sex-specific risks and modifiable factors such as glucocorticoid exposure and sleep quality.

Indexed as

OsteoporosisPulmonary Disease, Chronic ObstructiveAbsorptiometry, PhotonAgedBone DensityFemaleGlucocorticoidsHumansMaleMiddle AgedNutrition SurveysPrednisoneRisk FactorsSex FactorsUnited StatesVitamin DGlucocorticoidsPrednisoneVitamin D

Identifiers

PMID41794937
PMCPMC13096525

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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.