These gene variants not only directly regulate insulin secretion, sensitivity, and action but also drive the onset and progression of T2DM through complex interactions with environmental factors, lifestyle, and metabolic pathways (70). The gene discussed is INS; the disease is type 2 diabetes mellitus.