The degree of somatic hypermutations in IGL (P = 1.31e − 02), IgM (P = 1.26e − 02), and IGK (P = 2.04e − 02) chains was found to be significantly higher in RA compared to controls (Fig. 6c). This evidence concerns the gene CD40LG and rheumatoid arthritis.