Further subgroup analysis revealed that in the female (Figure 7B), ICC (Figure 7C), AFP negative subgroup (Figure 7E), the prognosis of patients who treated with surgery alone (S) was better than that of patients treated with surgery combined with chemotherapy (S+C). This evidence concerns the gene AFP and intrahepatic cholangiocarcinoma.