Results from a study utilizing whole-genome sequencing in a group of Icelanders revealed a rare missense single nucleotide polymorphism (SNP) in Aldh16a1 and it was associated with gout and hyperuricemia. The gene discussed is ALDH16A1; the disease is gout.