KEGG pathway analysis of these 83 DEGs highlighted the TNF signaling pathway as significantly impacted (Figure 2D), suggesting its pivotal role in mediating emodin’s therapeutic effects against RA. The gene discussed is TNF; the disease is rheumatoid arthritis.