HIF1A and diabetic kidney disease: In the present study, we elucidated the novel anti‐diabetic nephropathy mechanism of ZGP and YGP through PPARA and HIF1A transcriptional regulatory networks and their specific downstream genes CA9, PDK1, and PDK4.