Additionally, low progesterone levels that the hypothalamus is unable to control have been connected to hormonal dysfunctions in PCOS, which cause a rise in the pulse frequencies of LH and GnRH [7]. The gene discussed is PLOD1; the disease is polycystic ovary syndrome.