The study clarified the mechanism of the ZGP and YGP by regulating the transcriptional regulatory network of HIF1A and PPARA and provided new ideas for the discovery of potential targets for the treatment of diabetic nephropathy and the development of natural nutrients. Here, PPARA is linked to diabetic kidney disease.