Data from cBioPortal confirmed that the top three genes with the highest frequency of alterations in HCC tissues were COLEC10, KMO, and GNMT, with 21, 16, and 10% of cases exhibiting alterations, respectively (Figure 1d). This evidence concerns the gene COLEC10 and hepatocellular carcinoma.