The top pathway obtained in ClueGO (accounting for 94.44%) and R project (P=3.655 × 10−19; count = 15) both was the AGE-RAGE signaling pathway in diabetic complications that was also identified as the major signaling pathway of QUE protecting against podocyte injury in DN. This evidence concerns the gene RENBP and liver dysplastic nodule.