Research on the variance in gene expression profiles in the renal cortex of diabetic nephropathy rats treated with Rg3 showed that the PPAR signaling pathway was predominantly altered, indicating that PPAR is involved in mechanisms underlying Rg3 improving diabetic nephropathy (Wang et al., 2016). The gene discussed is PPARA; the disease is diabetic kidney disease.