Among the 24 DEGs, 4 genes (CASP1, CASP8, IL18, and TP53) were upregulated in GSE30528 (Kidney tissue samples were microdissected glomeruli from DN patients, the same as GSE96804), 10 genes (CASP1, CASP3, CASP4, CASP8, NLRP1, PLCG1, NAIP, ZBP1, IRF1 and TP53) were upregulated and CASP9 was downregulated in GSE142025 (Kidney tissue samples were from advanced DN patients) (Fig. 3A, B). Here, IL18 is linked to liver dysplastic nodule.