In summary, targeting and regulating the YTHDF1-Rubicon axis-mediated cellular autophagy, thereby exerting a therapeutic effect on cellular senescence in DKD kidneys is an important pathway for SQYSF to ameliorate DKD (Figure 9). This evidence concerns the gene RUBCN and diabetic kidney disease.