Genetics play a significant role in glucose metabolism. Certain genetic variants can affect insulin production, secretion, and action. Genome-wide association studies (GWAS) have identified multiple genes associated with an increased risk of diabetes. Understanding these genetic factors can help in developing personalized medicine approaches and identifying individuals at high risk.