Functional pathway enrichment analysis allowed us to generate a model that centers on two novel COPD genes, CD38 and TNFRSF12A, and explains the accelerated aging phenotypes previously observed in COPD patients. Here, CD38 is linked to chronic obstructive pulmonary disease.