Ten genes in the signature set, including LAMC1, UBE4B, HSPH1, HNF1A, SF3B1, APC2, CHST4, HGF, MTHFD2, and AGO3, might have a vital role during the hepatocarcinogenesis and are key genes for cancer. The gene discussed is APC2; the disease is cancer.