These compounds influence multiple molecular targets, regulating critical pathways that enhance β-cell proliferation, stimulate insulin secretion, reduce β-cell apoptosis, and alleviate hyperglycemia by optimizing glucose metabolism in the liver [15]. The gene discussed is INS; the disease is Hyperglycemia.