on PCOS women who underwent ovulation stimulation shows that increased total TC, LDL-C, TG, and Apo B are associated with a lower chance of clinical pregnancy and live birth, with total cholesterol, LDL-C, and Apo B is also related to the risk of miscarriage. The gene discussed is APOB; the disease is polycystic ovary syndrome.