PPARGC1A and diabetic kidney disease: Moreover, puerarin upregulates Sirtuin-1 and PGC-1α expression in DKD, to further ameliorate matrix expansion, glomerular collapse and tubular dilatation, and rescue kidney function (Xu et al., 2016b).