We have previously demonstrated that acute hyperlipidemia and hyperinsulinemia, mimicking levels observed in obesity and metabolic syndrome, decreases both basal and GnRH stimulated FSH and LH in normal weight women [7, 8]. This evidence concerns the gene PLOD1 and Hyperinsulinemia.