In PCOS patients, typically, there is increased estradiol secretion from the ovary, a continuous high frequency pulse generation of GnRH, decreased FSH, and a persistently high LH level that does not reach the threshold LH “surge” that typically would induce ovulation [70, 77]. The gene discussed is PLOD1; the disease is polycystic ovary syndrome.