ORM1 and cholangiocarcinoma: The receiver operating characteristic curve (ROC) is presented in Figure 8C,D, and the area under the curve (AUC) was 0.978 by using ORM1 combined with APOF to predict CK and HSIL + CC; in the diagnosis of HSIL and CC, the AUC can reach to 0.982.