COL6A3 and diabetic kidney disease: The volcano map in Figure 4I showed that CXCL6, CD48, C1QB, and COL6A3 were highly expressed in diabetic nephropathy patients, suggesting that these genes may be strongly related to the onset of diabetic nephropathy.