This study underscores the critical role of tumor-intrinsic cholesterol metabolism in cancer prognosis, highlighting the prognostic significance of de novo cholesterol synthesis markers such as SREBP-1, SQLE, and SOAT1. The gene discussed is SOAT1; the disease is neoplasm.