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. 2023 Dec 28;16:4269–4282. doi: 10.2147/DMSO.S441399

Table 4.

Biomarker Discovery in Diabetic Nephropathy

Prediction Detective Method Metabolic Biomarkers Ref.
DN GC-MS Serum: benzoic acid, glycerol 1-octadecanoate, fumaric acid, erythrose, L-glutamic acid/pyroglutamic acid, fructose 6-phophate, L-Arabitol, taurine, and L-glutamine.
Urine: D-glucose, gluconic acid, L-histidine, L-valine, sucrose, glycine, L-xylonate-2, L-asparagine/L-aspartic acid, and oxalic acid.
[96]
DN LC-MS Tyrosine [97]
DN LC-MS Linolelaidic Acid (C18:2N6T), 6-Aminocaproic Acid, Hexadecanoic Acid (C16:0), Trans-4-Hydroxy-L-Proline, L-Dihydroorotic Acid, Azoxystrobin Acid, Linoleic Acid (C18:2N6C), 6-Methylmercaptopurine, Lysopc 20:4, Piperidine, and Cuminaldehyde [98]
DN NMR Glycoprotein acetyls, branched-chain and aromatic amino acids (AAAs), triglycerides (TGs), lipids in very low-density lipoproteins (VLDL), cholesterol, fatty acids, and phospholipids in high-density lipoproteins (HDL) and apolipoprotein A1. [99]
DN LC-MS 3-methylcrotonyglycine, 3-hydroxyisobutyrate (3-HIBA), citric and aconitic acid [100]
DN LC-MS Pantothenic acid [101]