In prior work, we have noted relatively large decrements, of ∼50%, in basal LH and FSH secretion in women with obesity and reprometabolic syndrome, and reductions of GnRH-stimulated LH and FSH of ∼30%. Here, PLOD1 is linked to obesity due to melanocortin 4 receptor deficiency.