Biallelic, loss-of-function mutations in ADCY3 were found to cause severe, early-onset obesity associated with anosmia, cognitive impairment, developmental delay, seizures and severe pneumonia [31]. This evidence concerns the gene ADCY3 and Kallmann syndrome.