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Updated: Jun 3, 2026

Scanning Skeletal Remains for Bone Mineral Density in Forensic Contexts
Published on: January 29, 2018
BMI-mediated association between pulmonary function and bone mineral density moderated by age: Integrated Mendelian
Zhirong Yi1, Qi Jiang2,3, Yuewen Jiang1
1Department of Respiratory and Critical Care Medicine, Qiyang People's Hospital, Changsha Medical University, Yongzhou, China.
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.
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