In conclusion, in the high-glucose and high-lipid induced HK2 cell model and the kidney tissue of HFD/STZ-induced DKD mice, CA reduces renal lipid accumulation by inhibiting the activation of Notch1 and stat3 signaling pathways, thereby improving DKD renal fibrosis (Figure 7). This evidence concerns the gene NOTCH1 and diabetic kidney disease.