A survival analysis showed that high expression of Circ-RAPGEF5 and SAE1 was significantly associated with a poor prognosis in patients with ICC (Fig. 4 J, K). This evidence concerns the gene RAPGEF5 and intrahepatic cholangiocarcinoma.