In the present study, we first demonstrated that the ANO3/MUC15 rs15783 and COL4A4 rs1800517 SNVs were associated with a reduced risk of COPD in non-smokers. This evidence concerns the gene COL4A4 and chronic obstructive pulmonary disease.