PLOD1 and amenorrhea: The decrease in glomerular filtration rate can influence sexual hormones, specifically the estrogen-mediated positive feedback, and the inhibition of the estradiol-stimulated LH surge seems to be the main factor responsible for anovulatory cycles and amenorrhea in women with CKD.