PTTG1 is remarkedly overexpressed in HCC samples and involved in angiogenesis, proliferation, metastasis and metabolism reprogramming of HCC, which serves as a therapeutic and diagnostic target29–31. The gene discussed is PTTG1; the disease is hepatocellular carcinoma.