GSEA result revealed relatively high enrichment of TNF-α via NF-κB, interferon gamma response, inflammatory response, IL6/JAK/STAT3 signaling pathways in smokers with COPD patients. This evidence concerns the gene TNF and chronic obstructive pulmonary disease.