Genetics of canine diabetes mellitus part 2: Current understanding and future directions

•Large scale genetic studies have been key in human diabetes mellitus (DM) research.•Genetic studies in canine DM have primarily used a candidate gene approach, to date.•Recent technological advances have great potential for canine DM genetic research.•The population structure of dogs is important for study of complex genetic diseases.