Analyzing the ROC curve and evaluating the AUC values of the six hub genes for their diagnostic efficiency in DKD (Fig 7F), we found that EXT1, ADAMTS1, and SPTB showed high diagnostic accuracy, with AUC values of 0.85, 0.82, and 0.838, respectively. The gene discussed is EXT1; the disease is diabetic kidney disease.