Based on the results of this study and the clinical characteristics of HCC and CCA, AFP, AFP-L3%, PIVKA-II and gender composition are likely the main factors leading to the different levels of the diagnostic models in HCC and CCA. Here, AFP is linked to cholangiocarcinoma.