In addition to CCNB1, CDK1, CDC45, BUB1B, and CCNA2, we also identified five hub genes in Chinese liver cancer, namely AURKA, KIF11, TOP2A, TPX2, and HMMR, which play a crucial role in regulating the cell cycle. Here, CCNB1 is linked to liver cancer.