PPM1G and hepatocellular carcinoma: In conclusion, we used bioinformatics analysis methods to predict DEGs for the occurrence and development of HCC and found eight hub genes (EZH2, GRPEL2, PIGU, PPM1G, SF3B4, TUBG1, TXNRD1, and NDRG1).