GNRH1 and Anosmia: Hypogonadism, which is the mechanism involved, is secondary to abnormalities in neuronal development affecting the prenatal migration of GnRH neurons, whereas anosmia is secondary to atrophy of the olfactory bulbs and/or lobes [2].