Particularly, geniposide activates AMPK for induction of autophagy through ULK1 pathway, while inhibiting AKT activation, to suppress oxidative stress, thereby improving renal apoptosis, inflammation and interstitial fibrosis in DN. This evidence concerns the gene AKT1 and liver dysplastic nodule.