The diagnosis of FHA can be established when amenorrhea occurs alongside low or low-normal LH, normal FSH concentrations, and reduced levels of estradiol (E2) and progesterone. This evidence concerns the gene PLOD1 and hypoalphalipoproteinemia, primary, 1.