CD48 and diabetic kidney disease: In the volcano plot, CXCL6, CD48, C1QB, and COL6A3 are all highly expressed in diabetic nephropathy patients (Figure 4I), with areas under the ROC curve of 0.908, 0.928, 0.907, and 0.895, respectively (Figure 4J).