Mutations of Anosmin 1 (KAL1) and Fibroblast Growth Factor Receptor 1 (FGFR1) lead to Kallmann syndrome, and mutations of the GNRHR and FSHR genes can result in isolated hypogonadotropic hypogonadism. This evidence concerns the gene FGFR1 and hypogonadotropic hypogonadism.