Several hub genes, including TLR1, MPO, HMGB1, BRAF, MAPT, TNFRSF1A, CXCL12, RELA, and NFKB1, were identified as critical regulators of inflammation and immune dysregulation in RA. Here, TLR1 is linked to rheumatoid arthritis.