This document discusses the role of pharmacogenetics in diabetes mellitus (DM) and its treatment. It provides background on DM, noting it is a leading cause of death and its complications include blindness, renal failure and cardiovascular disease. For type 2 DM (T2DM), current treatments aim to lower blood glucose but do not eliminate risk of complications. The document explores how genetic variants identified through genome-wide association studies can help elucidate biological mechanisms underlying T2DM and response to pharmacological interventions. It provides a review of pharmacogenetic investigations into specific anti-diabetes medications and how understanding these genetics can help develop individualized treatment strategies for optimal glucose control and reduced adverse events.