Further, upon performing stratified analysis, we found that the ANO3/MUC15, KLK1, COL4A4, and RRBP1 polymorphisms were closely associated with a reduced risk of COPD in individuals with different smoking statuses, but were not related to disease severity. This evidence concerns the gene ANO3 and chronic obstructive pulmonary disease.