Subsequently, in both in vivo and in vitro models of DKD, compared with the Con group, the phosphorylation level of ATG4B in the model group was significantly downregulated, and the autophagy ability was significantly decreased. The gene discussed is ATG4B; the disease is diabetic kidney disease.