PPARG and Insulin resistance: Also, Rg3 exerts glucose- and weight-lowering effects by increasing the GLUT4 protein level in skeletal muscle, and the PPARγ protein level and AMPK phosphorylation in the skeletal muscle of obese insulin-resistant rats (Ginsberg and Maccallum, 2009a).