Additionally, the positive association between BMI and RA risk was mediated by plasma levels of POLR2F, ALDH2, and FCRL3 at 37.824%, 23.316%, and 2.073%, respectively. This evidence concerns the gene ALDH2 and rheumatoid arthritis.