The HLA-DRB1 Val11 was the most common HLA amino acid variant significantly associated (PGWAS< 5 × 10−08) with increased risk of ACPA-positive RA in all the studied populations included in this study (Table 3), and this association was validated in our study among the Malay ethnic group. This evidence concerns the gene PRTN3 and rheumatoid arthritis.