PLOD1 and polycystic ovary syndrome: At the level of the hypothalamic–pituitary–ovarian (HPO) axis, PCOS patients have been shown to exhibit increased LH pulse amplitude as well as pulse frequency, which traces back to impairments in the hypothalamic GnRH pulse generator.