Of interest, these consistent partial correlations were not identified between nearby genes in the same COPD GWAS locus (e.g., FAM13A-PPM1K, NPNT-PPA2), but rather represented relationships between genes located at distances greater than typical topological associated domains (1 MB). This evidence concerns the gene PPM1K and chronic obstructive pulmonary disease.