We updated KARG with the new data and knowledge discussed above. Cross-references to key external databases were included to integrate functional information about the genes, such as gene annotations [49], Gene Ontology (GO) annotations [63], interacting proteins [8,58,59] and functional domain annotations [64]. We enhanced the web-based user interface of the database using PHP and queries of the database using PHP/SQL query script.