Geniposide treatment enhances ULK1-mediated autophagy response through the activation of PKA and AMPK pathways, and inhibition of AKT, thereby attenuating the pathogenesis of DN (Figure 7). This evidence concerns the gene ULK1 and liver dysplastic nodule.