Plasma Biomarkers and Identification of Resilient Metabolic Disruptions in Patients With Venous Thromboembolism Using a Metabolic Systems Approach

Arterioscler Thromb Vasc Biol. 2020 Oct;40(10):2527-2538. doi: 10.1161/ATVBAHA.120.314480. Epub 2020 Aug 6.

Abstract

Objective: Deep vein thrombosis and pulmonary embolism referred as venous thromboembolism (VTE) are a common cause of morbidity and mortality. Plasma from healthy controls or individuals who have experienced a VTE were analyzed using metabolomics to characterize biomarkers and metabolic systems of patients with VTE. Approach and Results: Polar metabolite and lipidomic profiles from plasma collected 3 months after an incident VTE were obtained using liquid chromatography mass spectrometry. Fasting-state plasma samples from 42 patients with VTE and 42 healthy controls were measured. Plasma metabolomic profiling identified 512 metabolites forming 62 biological clusters. Multivariate analysis revealed a panel of 21 metabolites altogether capable of predicting VTE status with an area under the curve of 0.92 (P=0.00174, selectivity=0.857, sensitivity=0.971). Multiblock systems analysis revealed 25 of the 62 functional biological groups as significantly affected in the VTE group (P<0.05 to control). Complementary correlation network analysis of the dysregulated functions highlighted a subset of the lipidome composed mainly of n-3 long-chain polyunsaturated fatty acids within the predominant triglycerides as a potential regulator of the post-VTE event biological response, possibly controlling oxidative and inflammatory defence systems, and metabolic disorder associated dysregulations. Of interest was microbiota metabolites including trimethylamine N-oxide that remained associated to post incident VTE patients, highlighting a possible involvement of gut microbiota on VTE risk and relapse.

Conclusions: These findings show promise for the elucidation of underlying mechanisms and the design of a diagnostic test to assess the likely efficacy of clinical care in patients with VTE.

Keywords: fasting; metabolic networks; metabolomics; pulmonary embolism; trimethylamine N-oxide; venous thromboembolism.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Biomarkers / blood
  • Case-Control Studies
  • Energy Metabolism*
  • Female
  • Gastrointestinal Microbiome
  • Humans
  • Incidence
  • Lipidomics
  • Lipids / blood*
  • Male
  • Metabolomics*
  • Middle Aged
  • Pulmonary Embolism / blood*
  • Pulmonary Embolism / diagnostic imaging
  • Pulmonary Embolism / epidemiology
  • Recurrence
  • Systems Biology*
  • Time Factors
  • Venous Thromboembolism / blood*
  • Venous Thromboembolism / diagnostic imaging
  • Venous Thromboembolism / epidemiology
  • Venous Thrombosis / blood*
  • Venous Thrombosis / diagnostic imaging
  • Venous Thrombosis / epidemiology

Substances

  • Biomarkers
  • Lipids