The mechanisms through which pregnancy loss occurs in patients with PCOS include obesity, hyperinsulinemia, IR (insulin resistance), hyperandrogenemia, poor endometrial receptivity, and elevated levels of LH [6]. The gene discussed is PLOD1; the disease is polycystic ovary syndrome.