Using the expression profiles of IGLC1, IGHM, and GDF15, we thoroughly classified RA samples into distinct molecular subtypes and analyzed the immune infiltration characteristics between the subtypes. This evidence concerns the gene IGLC1 and rheumatoid arthritis.