By constructing a PPI network, we found that USP39, RBM22, SNRPD1, CPSF3, SRSF1, SRSF3, HSPA8, HNRNPU, SRSF4, CWC27, EFTUD2, ALYREF, NCBP2, SNRPA1, and POLR2D may play pivotal roles in the development of HCC. This evidence concerns the gene ALYREF and hepatocellular carcinoma.