A number of the genes identified in the present study have been previously considered as candidates that associate with features of COPD, such as MUC1, CREB3L1, DSP, NPHP1, CFAP206 and CCDC113 [15–28]. This evidence concerns the gene MUC1 and chronic obstructive pulmonary disease.