The study identified 13 critical genes related to RA susceptibility, including CKAP2, GABBR1, HLA-DPA1, ST6GAL1, FCGR1A, ADCY7, MAP4K1, CD37, ERAP2, and SEMA3C, alongside protective genes. Here, SEMA3C is linked to rheumatoid arthritis.