GSEA revealed that the most significantly enriched gene sets were negatively correlated with the COPD group, which included the TNF-α signaling via NF-κB, interferon gamma response, inflammatory response, unfolded protein response, mtorc1 signaling, estrogen response late, IL6/JAK/STAT3 signaling. Here, TNF is linked to chronic obstructive pulmonary disease.