In conclusion, our study suggests the potential interactions between EPHX1, SERPINE2, GSTP1, and TGFB1 contributing to COPD-related quantitative traits, such as FEV1, FEV1%pre and FVC. Here, GSTP1 is linked to chronic obstructive pulmonary disease.