Studies have shown that curcumin can improve lipid metabolism disorders in podocytes and reduce glomerular lipid deposition through the CXCL16-PPARγ signaling pathway, thereby reducing the pathological damage of DKD (53). This evidence concerns the gene PPARG and diabetic kidney disease.