This further alters luteinizing hormone (LH) and follicle-stimulating hormone (FSH), resulting in a decreased estradiol and progesterone concentration, ultimately resulting functional hypothalamic amenorrhea (FHA) [32]. This evidence concerns the gene PLOD1 and hypoalphalipoproteinemia, primary, 1.