MR analysis integrates GWAS and expression quantitative trait locus (eQTL) data, and was used to investigate the association between RA and the eQTLs of CKAP2, POU2AF1, and HLA-DOB. This evidence concerns the gene HLA-DOB and rheumatoid arthritis.