Stepwise multiple logistic regression analysis on the differentially expressed autoantibodies identified 11 IgM autoantibodies which can efficiently distinguish sarcoidosis patients from NC, with AUC 0.8984 and 95% CI: 0.8644~0.9325 (Fig 4A). This evidence concerns the gene CD40LG and sarcoidosis.