The biomarkers TNF-α ≥3.9, insulin ≥22.7, AGEs ≥11.6 and creatinine ≥1.07 differentiated DM-DD from DM-N with 82.3–94.1% specificity, where TNF-α ≥3.9 showed the highest sensitivity. Here, INS is linked to diabetes mellitus.