Metabolic signatures of hepatolithiasis using ultra-high performance liquid chromatography-tandem mass spectrometry

Metabolomics. 2022 Aug 17;18(9):69. doi: 10.1007/s11306-022-01927-2.

Abstract

Background & aims: A metabolomic study of hepatolithiasis has yet to be performed. The purpose of the present study was to characterize the metabolite profile and identify potential biomarkers of hepatolithiasis using a metabolomic approach.

Methods: We comprehensively analyzed the serum metabolites from 30 patients with hepatolithiasis and 20 healthy individuals using ultra-high performance liquid chromatography-tandem mass spectrometry operated in negative and positive ionization modes. Statistical analyses were performed using univariate (Student's t-test) and multivariate (orthogonal partial least-squares discriminant analysis) statistics and R language. Receiver operator characteristic (ROC) curve analysis was performed to identify potential predictors of hepatolithiasis.

Results: We identified 277 metabolites that were significantly different between hepatolithiasis serum group and healthy control serum group. These metabolites were principally lipids and lipid-like molecules and amino acid metabolites. The steroid hormone biosynthesis pathway was enriched in hepatolithiasis serum group. In all specific metabolites, 75 metabolites were over-expressed in hepatolithiasis serum group. The AUC values for 60 metabolites exceeded 0.70, 4 metabolites including 18-β-Glycyrrhetinic acid, FMH, Rifampicin and PC (4:0/16:2) exceeded 0.90.

Conclusions: We have identified serum metabolites that are associated with hepatolithiasis for the first time. 60 potential metabolic biomarkers were identified, 18-β-Glycyrrhetinic acid, FMH, Rifampicin and PC (4:0/16:2) may have the potential clinical utility in hepatolithiasis.

Keywords: Amino acid metabolism; Biomarker; Hepatolithiasis; Lipid metabolism; Metabolomics; Ultra-high performance liquid chromatography-tandem mass spectrometry.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Biomarkers
  • Chromatography, High Pressure Liquid / methods
  • Glycyrrhetinic Acid*
  • Humans
  • Lithiasis*
  • Liver Diseases*
  • Metabolome
  • Metabolomics / methods
  • Rifampin
  • Tandem Mass Spectrometry / methods

Substances

  • Biomarkers
  • Glycyrrhetinic Acid
  • Rifampin