In the context of predicting and analyzing RA, the combination of PYCARD and anti-CCP exhibited a notably high sensitivity of 96.6% and a specificity of 87.5%, with an exceptional AUC value of 0.97—the highest among all considered markers. Here, PYCARD is linked to rheumatoid arthritis.