Systems characterization of differential plasma metabolome perturbations following thrombotic and non-thrombotic myocardial infarction

J Proteomics. 2017 May 8:160:38-46. doi: 10.1016/j.jprot.2017.03.014. Epub 2017 Mar 22.

Abstract

Myocardial infarction (MI) is an acute event characterized by myocardial necrosis. Thrombotic MI is caused by spontaneous atherosclerotic plaque disruption that results in a coronary thrombus; non-thrombotic MI occurs secondary to oxygen supply-demand mismatch. We sought to characterize the differential metabolic perturbations associated with these subtypes utilizing a systems approach. Subjects presenting with thrombotic MI, non-thrombotic MI and stable coronary artery disease (CAD) were included. Whole blood was collected at two acute time-points and at a time-point representing the quiescent stable disease state. Plasma metabolites were analyzed by untargeted UPLC-MS/MS and GC-MS. A weighted network was constructed, and modules were determined from the resulting topology. To determine perturbed modules, an enrichment analysis for metabolites that demonstrated between-group differences in temporal change across the disease state transition was then conducted.

Biological significance: We report evidence of metabolic perturbations of acute MI and determine perturbations specific to thrombotic MI. Specifically, a module characterized by elevated glucocorticoid steroid metabolites following acute MI showed greatest perturbation following thrombotic MI. Modules characterized by elevated pregnenolone metabolites, monoacylglycerols, and acylcarnitines were perturbed following acute MI. A module characterized by a decrease in plasma amino acids following thrombotic MI was differentially perturbed between MI subtypes.

Keywords: Coronary artery disease; Metabolomics; Myocardial infarction; Network analysis; Systems biology.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Aged
  • Blood / metabolism*
  • Carnitine / analogs & derivatives
  • Carnitine / blood
  • Carnitine / metabolism
  • Coronary Thrombosis / complications*
  • Female
  • Gas Chromatography-Mass Spectrometry
  • Glucocorticoids / blood
  • Glucocorticoids / metabolism
  • Humans
  • Hypoxia*
  • Male
  • Metabolome*
  • Metabolomics / methods
  • Middle Aged
  • Monoglycerides / blood
  • Monoglycerides / metabolism
  • Myocardial Infarction / diagnosis
  • Myocardial Infarction / etiology*
  • Myocardial Infarction / metabolism
  • Oxygen Consumption*
  • Pregnenolone / blood
  • Pregnenolone / metabolism
  • Tandem Mass Spectrometry

Substances

  • Glucocorticoids
  • Monoglycerides
  • acylcarnitine
  • Pregnenolone
  • Carnitine