In this subset, CFB, CFD, CFHR5, and IL1RN remained specific to ACPA– RA, and C9 remained specific to ACPA+ RA, providing further insight into the RA subgroup-specific nature of these immune-related alterations (Supplementary Tables S12, S13). This evidence concerns the gene C9 and rheumatoid arthritis.