Although IL-6 and anti-CCP in combination had the highest predictive sensitivity (98.9) and IL-38 and anti-CCP in combination had the highest predictive specificity (94.3), PYCARD and anti-CCP in combination had the highest AUC in predicting RA of 0.97. Here, IL1F10 is linked to rheumatoid arthritis.