Univariate analyses revealed that high expression of NEDD8, NAE1, and UBC12 were significantly associated with high risks of postoperative recurrence in ICC patients (Fig. 1C and Supplementary Table S2). This evidence concerns the gene UBE2M and intrahepatic cholangiocarcinoma.