Overall, the ROC curve analysis underscores the diagnostic value of these tests, with Anti-CCP being the most effective for early and accurate RA detection, followed by RF, which is highly specific, and ANA, which is particularly valuable for confirming RA due to its high specificity despite lower sensitivity. Here, BTG3 is linked to rheumatoid arthritis.