Genes with HR < 1 were defined as protective factors, and the results demonstrated that the increased expressions of five genes, ACAT1, CRYL1, SLC2A2, PCK1 and ABAT, might be beneficial to improve the prognosis of HCC (Fig. 3q). Here, SLC2A2 is linked to hepatocellular carcinoma.