Among them, CAT and OGG1 are downregulated, and CASP3, COMT, CYP1B1, DPYD, NQO1, and PTGS1 are upregulated in diabetic kidney disease (DKD) tubuli (Figure 9). This evidence concerns the gene DPYD and diabetic kidney disease.