Air pollution exposure modes, smoking and genetic risk with chronic respiratory diseases: a prospective study

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Abstract

Previous studies often focused on single pollutant source, failing to replicate real-world exposure scenarios for chronic respiratory disease (CRD) risk. We aimed to explore the mixed exposure patterns of CRD risk factors and investigate interactions with smoking and genetic risk. We identified air pollution exposure modes using latent class analysis (LCA) in the UK Biobank. Cox model assessed associations between exposure modes and lung cancer (LC), idiopathic pulmonary fibrosis (IPF), chronic obstructive pulmonary disease (COPD) and asthma. Interactions among exposure modes, smoking and genetic risk were analyzed. LCA divided participants into five groups, and hazard ratios (HRs) for “High air pollution” group were 1.28 for LC (95% CI: 1.08–1.52), 1.23 for IPF (95% CI: 1.03–1.48), 1.28 for COPD (95% CI: 1.17–1.39) and 1.09 for asthma (95% CI: 1.01–1.18). Significant additive interactions between high air pollution and smoking were observed for LC and COPD. Individuals with high genetic risk exposed to both smoking and high air pollution showed the relative excess risk due to interaction (RERI) of 2.74 for LC, 3.93 for IPF, and 1.68 for COPD. Smoking and air pollution together accounted for over 40% of LC, IPF and COPD cases. Our findings highlight the complex interplay between environmental air pollution, smoking, and genetic risk in CRD development in real-world exposure scenarios.

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APA

Wang, T., Lyu, L., Yuan, R., Lei, L., Meng, F., Zhu, M., & Duan, W. (2026). Air pollution exposure modes, smoking and genetic risk with chronic respiratory diseases: a prospective study. Npj Primary Care Respiratory Medicine, 36(1). https://doi.org/10.1038/s41533-025-00469-z

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