Metabolomics of the diabetic nephropathy: behind the fingerprint of development and progression indicators

Nefrologia (Engl Ed). 2020 Nov-Dec;40(6):585-596. doi: 10.1016/j.nefro.2020.07.002. Epub 2020 Oct 6.
[Article in English, Spanish]

Abstract

Current diagnostic methods are not very sensitive to detect the initial stages diabetic nephropathy of type 2. In this work, a review of metabolomic approximation studies for the identification of biomarkers of this disease with potential to differentiate between early stages, evaluate and direct treatment and help slow kidney damage. Using public (Pubmed and Google Scholar) and private (Scopus and Web of Knowledge) databases, a systematic search of the information published related to metabolomics of diabetic nephropathy in different biospecimens (urine, serum, plasma and blood) was made. Later, the MetaboAnalyst 4.0 software was used to identify the metabolic pathways associated with these metabolites. Groups of potential metabolites were identified for monitoring diabetic nephropathy with the available literature data. In the urine, oxide-3-hydroxyisovalerate, TMAO, aconite and citrate and hydroxypropionate derivatives are highlighted; meanwhile, in the serum: citrate, creatinine, arginine and its derivatives; and in the plasma: amino acids such as histidine, methionine and arginine has a potential contribution. Using MetaboAnalyst 4.0 the metabolic pathways related to these metabolites were related. The search for biomarkers to measure the progression of diabetic nephropathy, together with analytical strategies for their detection and quantification, are the starting point for designing new methods of clinical chemistry analysis. The association between the metabolic pathway dysfunction could be useful for the overall assessment of the treatment and clinical follow-up of this disease.

Keywords: Análisis metabolómico; Biomarcadores; Biomarkers; Chemistry measurements; Diabetes; Enfermedad renal; Kidney disease; Metabolic; Quimiometría.

Publication types

  • Systematic Review

MeSH terms

  • Aconitum / chemistry
  • Arginine / blood
  • Biomarkers / metabolism
  • Citric Acid / blood
  • Citric Acid / urine
  • Creatinine / blood
  • Diabetes Mellitus, Type 2 / metabolism*
  • Diabetic Nephropathies / etiology
  • Diabetic Nephropathies / metabolism*
  • Disease Progression*
  • Hemiterpenes / urine
  • Histidine / blood
  • Humans
  • Metabolic Networks and Pathways
  • Metabolomics / methods*
  • Methionine / blood
  • Methylamines / urine
  • Pentanoic Acids / urine
  • Propionates / urine
  • Renal Insufficiency, Chronic / blood
  • Renal Insufficiency, Chronic / urine

Substances

  • Biomarkers
  • Hemiterpenes
  • Methylamines
  • Pentanoic Acids
  • Propionates
  • isovaleric acid
  • Citric Acid
  • Histidine
  • Arginine
  • Methionine
  • Creatinine
  • trimethyloxamine