A well-characterized genetic disorder is Kallmann syndrome, where the condition results from mutations in various genes, including KAL1, FGFR1, or FGF8. It manifests as a combination of reproductive impairments (small testicles and delayed maturation) and the lack of a sense of smell [31,32,33,36]. The gene discussed is ANOS1; the disease is Kallmann syndrome.