In our research, some results showed that AMPK activation can delay DR, which is consistent with the reported research that AMPK plays an important role in diabetes complications, but in our study, the related research focus and molecular mechanism are somewhat different from those of previous studies. The gene discussed is PRKAA1; the disease is diabetes mellitus.