As displayed in Fig. 6, the high expression levels of BUB1B, CCNB1, CCNB2, CDC20, CDK1, MAD2L1 and RRM2 in patients with HCC were associated with poor OS. This evidence concerns the gene MAD2L1 and hepatocellular carcinoma.