Functional deficiency of genes important for fetal development and migration of GnRH neurons commonly underlies anosmic CHH (Kallmann syndrome) secondary to disruption of both olfactory and HPG axis neuronal migration. Here, GNRH1 is linked to cartilage-hair hypoplasia.