Here, in the present study, we identified the diosgenin to regulate the prolactin signaling pathway via the regulation of three genes i.e., STAT3, CYP17A1, and SRC which could avoid estrogen or progestogen receptor-mediated breast cancer progression. The gene discussed is STAT3; the disease is breast carcinoma.