ULK1 and liver dysplastic nodule: 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.