The Patients with Hyperglycemia Assessed for Response to Medications by Genetics study is a retrospective clinical cohort of several thousand participants with T2D culled from electronic medical record databases where prescription information and glycemic response is available. Volunteers provide a DNA sample and pharmacogenetic assessments of drug response in a real world setting can be performed.