In hepatocellular carcinoma (HCC), the most frequent liver tumor, TGF-β plays a dual role, acting as a tumor-suppressor at early stages but contributing to tumor progression at late stages. The gene discussed is TGFB1; the disease is hepatocellular carcinoma.