PLOD1 and Infertility: Although mutations in LHB are a rare cause of hypogonadism and infertility in both women and men [7–13], abnormally low or high levels of LH are often associated with, and likely contribute to, female infertility arising from dysfunction of the hypothalamic–pituitary–ovarian axis [14].