The gradually decreasing glomerular filtration rate and increasing plasma creatinine with the increased expression of CXCL6, CD48, C1QB, and COL6A3 suggests that the deterioration of kidney function in diabetic nephropathy may be closely related to the expression of key genes. Here, CD48 is linked to diabetic kidney disease.