Perturbations in amino acids and metabolic pathways in osteoarthritis patients determined by targeted metabolomics analysis

J Chromatogr B Analyt Technol Biomed Life Sci. 2018 May 15:1085:54-62. doi: 10.1016/j.jchromb.2018.03.047. Epub 2018 Apr 2.

Abstract

Osteoarthritis (OA) is a degenerative synovial joint disease affecting people worldwide. However, the exact pathogenesis of OA remains unclear. Metabolomics analysis was performed to obtain insight into possible pathogenic mechanisms and diagnostic biomarkers of OA. Ultra-high performance liquid chromatography-triple quadrupole mass spectrometry (UPLC-TQ-MS), followed by multivariate statistical analysis, was used to determine the serum amino acid profiles of 32 OA patients and 35 healthy controls. Variable importance for project values and Student's t-test were used to determine the metabolic abnormalities in OA. Another 30 OA patients were used as independent samples to validate the alterations in amino acids. MetaboAnalyst was used to identify the key amino acid pathways and construct metabolic networks describing their relationships. A total of 25 amino acids and four biogenic amines were detected by UPLC-TQ-MS. Differences in amino acid profiles were found between the healthy controls and OA patients. Alanine, γ-aminobutyric acid and 4-hydroxy-l-proline were important biomarkers distinguishing OA patients from healthy controls. The metabolic pathways with the most significant effects were involved in metabolism of alanine, aspartate, glutamate, arginine and proline. The results of this study improve understanding of the amino acid metabolic abnormalities and pathogenic mechanisms of OA at the molecular level. The metabolic perturbations may be important for the diagnosis and prevention of OA.

Keywords: Amino acids; Biomarker; Osteoarthritis; UPLC-TQ-MS.

MeSH terms

  • Amino Acids / blood*
  • Amino Acids / metabolism*
  • Biomarkers / blood
  • Biomarkers / metabolism
  • Chromatography, High Pressure Liquid / methods
  • Cohort Studies
  • Female
  • Humans
  • Male
  • Mass Spectrometry / methods
  • Metabolomics / methods*
  • Middle Aged
  • Models, Statistical
  • Osteoarthritis / blood*
  • Osteoarthritis / epidemiology
  • Osteoarthritis / metabolism*
  • ROC Curve

Substances

  • Amino Acids
  • Biomarkers