PPARGC1B and type 1 diabetes mellitus: Collectively, these studies suggest that PKA-mediated pathway negatively regulates AMPK, Akt, and PGC-1β activation and positively regulates TGF-β activation for glucose metabolism in the liver of T1DM rats [31,32].