Finally, we constructed a diagnostic model for DKD using eight FRGs (SKIL, RASA1, YTHDC2, SON, MRPL11, HSD17B14, DUSP1 and FOS), and calculated the risk score of each sample. Here, HSD17B14 is linked to diabetic kidney disease.