We summarized the research methods of SIRT1, SIRT3, SIRT4, SIRT6, and SIRT7 in different DKD animal models to understand the methods of animal models more intuitively (Tables 2–9). The gene discussed is SIRT7; the disease is diabetic kidney disease.