Based on this present study, CD19, CD2, CD27, CD79A, CD79B, CXCL10, and CXCL9 were immune‐related RA‐specific DEGs, which might play important roles in the pathogenesis of RA. Here, CXCL9 is linked to rheumatoid arthritis.