Importantly, some of the genes we detected in the affected subjects (PPT2, DNTTIP2, IQCG and PRDM16) have previously been reported in Genome Wide Association Studies (GWAS) or transcriptomic analyses on patients with usual COPD. This evidence concerns the gene DRC9 and chronic obstructive pulmonary disease.