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. The gene discussed is STAT3; the disease is chronic obstructive pulmonary disease.