It is generally believed that obesity may disrupt the physiological balance of the hypothalamic-pituitary–gonadal (HPG) axis by affecting central and peripheral mechanisms, resulting in changes in the serum levels of FSH, LH, T, F-TESTO, and E2. This evidence concerns the gene PLOD1 and obesity due to melanocortin 4 receptor deficiency.