In 2012, the phenotypes of patients carrying GPR54 mutations, i.e., hypogonadotropic hypogonadism and lack of puberty, was recapitulated in patients carrying inactivating mutations of the KISS1 gene (coding kisspeptin) (36). This evidence concerns the gene KISS1R and hypogonadotropic hypogonadism.