Key genes CDK1, NDC80, HMMR, CDKN3, and PTTG1 have been reported to be involved in the occurrence of different cancers, suggesting that they may also play a regulatory role in the development of hepatocellular carcinoma. The gene discussed is PTTG1; the disease is cancer.