Differential expression of 45 known genes was identified, of which 16 markers had significant correlation with quantitative traits and differential expression between cases and controls and 2 genes, RP9 and NAPE-PLD, were identified as decreased in patients with COPD, as compared to controls, in both lung tissue and blood. This evidence concerns the gene RP9 and chronic obstructive pulmonary disease.