Collectively, these findings suggest that GA may alleviate DKD at least in part by activating the AMPK/SIRT1/PGC-1α axis, which is closely associated with mitochondrial energy metabolism and FAO. The gene discussed is PPARGC1A; the disease is diabetic kidney disease.