Albinism is the best-known of a group of rare genetic disorders that can affect both eyes and skin. Some genes have been identified that are linked to these conditions, but many remain mysterious. Now a team has identified dozens of these genetic mutations in a screen of gene-targeted ‘knockout’ mice.