This GoDARTS-Scotland proposal aims to investigate biomarkers associated with diabetes progression, therapeutic response, diabetes complications and related traits, and specifically to investigate mechanisms of action and response to metformin. GoDARTS-Scotland will specifically target the patient group who have been diagnosed with diabetes in the previous 2 years and follow up will be by linkage to electronic health record data.