BackgroundGenetic and smoking contribute to chronic obstructive pulmonary disease (COPD), but whether a combined polygenic risk score (PRS) is associated with incident COPD and whether it has a synergistic effect on the smoking remains unclear. We aimed to investigate the association of PRS with COPD and explore whether smoking behaviors could modify such association.MethodsMultivariable Cox proportional models were used to estimate hazard ratios (HRs) and 95% confidence intervals (95% CIs) for the association of the PRS and smoking with COPD.ResultsThe study included 439 255 participants (mean age 56.5; 53.9% female), with a median follow-up of 9.0 years. The PRSlasso containing 2.5 million variants showed better discrimination and a stronger association for incident COPD than the PRS279 containing 279 genome-wide significance variants. Compared with the low genetic risk, the HRs of the medium and high genetic risk were 1.39 (95% CI, 1.31–1.48) and 2.40 (95% CI, 2.24–2.56), respectively. The HR of high genetic risk and current smoking was 11.62 (95% CI, 10.31–13.10) times of low genetic risk and never smoking. There were significant interactions between the PRSlasso and smoking status for incident COPD (p for interaction<0.001). From low genetic risk to high genetic risk, the HRs of current smoking increased from 4.32 (95% CI, 3.69–5.06) to 6.89 (95% CI, 6.21–7.64), and the population-attributable risks of smoking increased from 42.7% to 61.1%.ConclusionPRS constructed from millions of variants below genome-wide significance showed significant associations with incident COPD. Participants with a high genetic risk may be more susceptible to developing COPD when exposed to smoking.
The Effect of Different Case Definitions of Current Smoking on the Discovery of Smoking-Related Blood Gene Expression Signatures in Chronic Obstructive Pulmonary Disease
