ATG12 and liver dysplastic nodule: Studies have shown [55] that in a HG environment, the β-suppressor protein in the intracellular signal protein of G protein-coupled receptors inhibits podocyte autophagy by downregulating the Atg12-Atg5 conjugated system, which leads to the occurrence and development of DN.