Taken together, these data suggest that obesity induces a functional impairment of the hypothalamic-pituitary-ovarian axis at the level of the pituitary gland, leading to an observed impact on FSH and LH secretion and downstream adverse effects on reproductive hormone secretion. Here, PLOD1 is linked to obesity due to melanocortin 4 receptor deficiency.