These variables were then included in the multivariate analysis, which demonstrated that lymphatic metastasis, MVI, GAR, PT, AFP, CEA, and HBV were independent prognostic risk factors for patients with cHCC-CCA (P-value < 0.05) (Table 2). Here, AFP is linked to cholangiocarcinoma.