After adjusting for age, BMI, smoking, drinking, hypertension, and DM, logistic regression analysis showed that RF_IgA positive, RF_IgG positive, and RF_IgM positive were all independent risk factors for RA (P < 0.05) (Table 3). Here, CD40LG is linked to rheumatoid arthritis.