Podocyte- and tubule-Angpl4 are key fibrogenic molecules, and their loss is protective against DKD and fibrogenesis by metabolic reprogramming, which is driven by suppression in DPP-4–Integrin β1 signaling and TGFβ signaling. This evidence concerns the gene DPP4 and diabetic kidney disease.