TGF-β1 is involved in ovarian tumorigenesis, while ovarian cancer cell EMT and metastasis have been associated with chemoresistance and poor survival of ovarian cancer patients [17,18,19,20,21]. The gene discussed is TGFB1; the disease is ovarian cancer.