Of interest, we identified potential biological connections between several of the COPD-related GWAS genes in this region, of which: FAM13-TET2, BTC-NPNT and PPA2-HHIP showed a consistently high partial correlation score. This evidence concerns the gene PPA2 and chronic obstructive pulmonary disease.