However, the AUC of the GDATA model for diagnosing early HCC was significantly higher than that of single tumor markers GPC3, AFP, AFP-L3% and DCP, indicating that the GDATA model has a higher discriminatory ability in the diagnosis of early HCC. Here, AFP is linked to hepatocellular carcinoma.