Quantitative, Targeted Analysis of Gut Microbiota Derived Metabolites Provides Novel Biomarkers of Early Diabetic Kidney Disease in Type 2 Diabetes Mellitus Patients

Biomolecules. 2023 Jul 7;13(7):1086. doi: 10.3390/biom13071086.

Abstract

Diabetic kidney disease (DKD) is one of the most debilitating complications of type 2 diabetes mellitus (T2DM), as it progresses silently to end-stage renal disease (ESRD). The discovery of novel biomarkers of early DKD becomes acute, as its incidence is reaching catastrophic proportions. Our study aimed to quantify previously identified metabolites from serum and urine through untargeted ultra-high-performance liquid chromatography coupled with electrospray ionization-quadrupole-time of flight-mass spectrometry (UHPLC-QTOF-ESI+-MS) techniques, such as the following: arginine, dimethylarginine, hippuric acid, indoxyl sulfate, p-cresyl sulfate, L-acetylcarnitine, butenoylcarnitine and sorbitol. The study concept was based on the targeted analysis of selected metabolites, using the serum and urine of 20 healthy subjects and 90 T2DM patients with DKD in different stages (normoalbuminuria-uACR < 30 mg/g; microalbuminuria-uACR 30-300 mg/g; macroalbuminuria-uACR > 300 mg/g). The quantitative evaluation of metabolites was performed with pure standards, followed by the validation methods such as the limit of detection (LOD) and the limit of quantification (LOQ). The following metabolites from this study resulted as possible biomarkers of early DKD: in serum-arginine, dimethylarginine, hippuric acid, indoxyl sulfate, butenoylcarnitine and sorbitol and in urine-p-cresyl sulfate.

Keywords: amino acids; carnitines; diabetic kidney disease; serum biomarkers; targeted metabolomics; uremic toxins; urine biomarkers.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Arginine
  • Biomarkers
  • Diabetes Mellitus, Type 2* / complications
  • Diabetes Mellitus, Type 2* / metabolism
  • Diabetic Nephropathies* / diagnosis
  • Diabetic Nephropathies* / metabolism
  • Gastrointestinal Microbiome*
  • Humans
  • Indican
  • Metabolomics / methods
  • Sulfates

Substances

  • hippuric acid
  • Indican
  • Biomarkers
  • Arginine
  • Sulfates

Grants and funding

This research was funded by the Centre for Molecular Research in Nephrology and Vascular Disease, Faculty of Medicine, “Victor Babes” University of Medicine and Pharmacy, Timişoara, Romania (contract nr. 5439-3/5 March 2021) and by “Victor Babes” University of Medicine and Pharmacy, Timişoara, Romania, through doctoral grant GD 2020 to L.B.