Differential expression analysis between DKD and control groups showed that TNFRSF1A, CCL28, S100A12, CD14, and AREG were upregulated in DKD, whereas IL1RL1 and IL18BP were downregulated compared with controls (Figure 3A). Here, S100A12 is linked to diabetic kidney disease.