KEGG pathway analysis further revealed the enrichment of DE genes in the chemokine signaling pathway, cytokine–cytokine receptor interaction pathway, TNF signaling pathway, and rheumatoid arthritis pathway, confirming the pathogenic features of CD27+IgD+ B cells in RA. The gene discussed is TNF; the disease is rheumatoid arthritis.