Then, multivariate Cox regression analysis was performed to further screen out the most HCC development-associated genes (including SEMA4D, RBM28, RPS3A, AGPAT1, COPS4, DPP3, NPLOC4, and YEATS2). This evidence concerns the gene AGPAT1 and hepatocellular carcinoma.