When AFP and the PP value were combined by logistic regression to classify HCC patients and NCs, multiple evaluating indicators, especially, sensitivity, AUC, the Youden’s index, accuracy, and the kappa value, significantly increased with respect to those by AFP or PP alone in both the training and validation datasets, as shown in Table 2 and Figure S5. Here, AFP is linked to hepatocellular carcinoma.