It is also worth of mentioning that four of the PROKR2 mutations were previously described associated to Kallmann syndrome [12]–[14], another congenital disorder defined by hypogonadotropic hypogonadism and olfactory abnormalities, often associated with renal agenesis and other developmental defects. The gene discussed is PROKR2; the disease is renal agenesis.