These agonists can improve insulin signaling, regulate glucose and lipid metabolism, and offer protection against Type 2 diabetes mellitus (T2DM) by stimulating AMPK activity in adipose tissue, liver, and muscle, irrespective of PPARγ activation [72,73,74]. The gene discussed is PPARG; the disease is type 2 diabetes mellitus.