REN and diabetic kidney disease: KEGG pathway analysis revealed that the ameliorative effect of MADF on DKD mainly involved the renin–angiotensin system, arginine and proline metabolism, xenobiotic metabolism by cytochrome P450, bile secretion, lysosomes, and apoptosis.