In this study, we identified a novel SNV associated with RA, SUPT20H: c. 73A>T(p. Lys25*), by performing WES in 9 multiplex RA pedigrees associated with HLA-DRB1 SE risk alleles. This evidence concerns the gene HLA-DRB1 and rheumatoid arthritis.