We identified a total of 52 differential expression genes (DEGs) in the RA patients compared with the controls and identified nine hub genes, including CFL1, COTL1, ACTG1, PFN1, LCP1, LCK, HLA-E, FYN, and HLA-DRA. Here, HLA-E is linked to rheumatoid arthritis.