FOXD1, LOX, GJA1 and BTG3 showcased outstanding diagnostic values for differentiating DN patients from healthy individuals, with AUC values of 1.000, 1.000, 0.996 and 1.000 respectively (Figures 7A–D). This evidence concerns the gene FOXD1 and liver dysplastic nodule.