HGD and alkaptonuria: Here we present an empirical classifier, HGDiscovery, which has phenotypic information on all known variants of homogentisate 1,2 dioxygenase, (EC 1.13.11.5), an enzyme involved in the metabolism of tyrosine, whose deficiency leads to Alkaptonuria [OMIM 203500].