The results of our study showed that after adjusting for factors such as age, BMI, smoking, drinking, hypertension, and DM, RF_IgA positivity, RF_IgG positivity, and RF_IgM positivity were all independent risk factors for the occurrence of RA. The gene discussed is CD40LG; the disease is rheumatoid arthritis.