The expression of hub genes RRM2, MELK, KIF11, KIF23, NCAPG, DLGAP5, BUB1B, AURKB, CCNB1, KIF20A, CCNA2, TTK, PBK, TOP2A, CDK1, MAD2L1, BIRC5, ASPM, CDCA8, and CENPF was validated using GEPIA in HCC. Here, MAD2L1 is linked to hepatocellular carcinoma.