These 24 genes principally involved in TNF, NF-κB, IL-17, HIF-1 signaling pathways, which were associated with COPD pathophysiology, such as aging, inflammation, and oxidative stress [32–34]. This evidence concerns the gene TNF and chronic obstructive pulmonary disease.