- 2026-06-02
- Pulmonology 32(1)
- Zhirong Yi
- Qi Jiang
- Yuewen Jiang
- Rui Zhao
- Zhongshang Dai
- Yan Chen
Study Design
- Type
- Observational
- Sample size
- n = 944
- Population
- 10 944 participants from NHANES with complete data
- Methods
- Cross-sectional analysis using NHANES data; multivariate linear regression, restricted cubic spline analyses, stratified and sensitivity analyses, moderated mediation analysis, and Mendelian randomisation analysis with GWAS data
- Funding
- Unclear
Background
Chronic obstructive pulmonary disease (COPD) is associated with multiple systemic comorbidities, including osteoporosis. Emerging evidence suggests a strong link between impaired pulmonary function and reduced bone mineral density (BMD). However, the biological mechanisms underlying this association remain incompletely elucidated.Methods
A cross-sectional analysis was conducted using data from the National Health and Nutrition Examination Survey (NHANES) on 10 944 participants with complete data. Multivariate linear regression and restricted cubic spline analyses were used to evaluate the association between FEV1/FVC and BMD. Stratified and sensitivity analyses were conducted to validate the robustness of the findings. We used moderated mediation analysis to identify the role of BMI and age in the FEV1/FVC-BMD relationship, and employed Mendelian randomisation (MR) analysis with genome-wide association study (GWAS) data to infer causality.Results
The study included 10 944 participants. Multivariate linear regression identified a dose-response relationship between FEV1/FVC and BMD (β = 0.04, 95% CI: 0.01-0.08, p = 0.017). Nonlinear associations were confirmed via restricted cubic spline analyses (P for nonlinear < 0.001). Stratified and sensitivity analyses demonstrated results consistent with the primary findings. BMI partially mediated 11.7% of the association, with the mediating effect varying by age. MR supported a causal association between genetically predicted impaired pulmonary function and osteoporosis risk. (IVW; OR = 1.02, 95% CI: 1.01-1.02, p < 0.001). Sensitivity analyses confirmed robustness.Conclusion
Impaired pulmonary function is associated with lower BMD, with BMI as a partial mediator and age as a significant effect modifier. These findings point to a complex interplay between pulmonary function, metabolic health, and skeletal integrity in individuals with airflow limitation, suggesting that interventions targeting these interactions may offer strategies to mitigate osteoporosis risk.