Multiple regression and ROC analysis identified highly informative COPD risk model, which included polymorphic variants of the FOXO1 (rs12585277) and FOXO3A (rs2253310) genes, smoking index and age (P = 5.25 × 10–93, AUC = 0.864). This evidence concerns the gene FOXO1 and chronic obstructive pulmonary disease.