In COPD patients, PLA2G4A and ALOX5 showed significantly upregulated expression, with hub gene ROC curve AUC value reaching 0.829, demonstrating good diagnostic value. This evidence concerns the gene ALOX5 and chronic obstructive pulmonary disease.