Multiplexed Profiling and Data Processing Methods to Identify Temperature-Regulated Primary Metabolites Using Gas Chromatography Coupled to Mass Spectrometry

Methods Mol Biol. 2020:2156:203-239. doi: 10.1007/978-1-0716-0660-5_15.

Abstract

This book chapter describes the analytical procedures required for the profiling of a metabolite fraction enriched for primary metabolites. The profiling is based on routine gas chromatography coupled to mass spectrometry (GC-MS). The generic profiling method is adapted to plant material, specifically to the analysis of plant material that was exposed to temperature stress. The method can be combined with stable isotope labeling and tracing experiments and is equally applicable to preparations of plant material and microbial photosynthetic organisms. The described methods are modular and can be multiplexed, that is, the same sample or a paired identical backup sample can be analyzed sequentially by more than one of the described procedures. The modules include rapid sampling and metabolic inactivation protocols for samples in a wide weight range, sample extraction procedures, chemical derivatization steps that are required to make the metabolite fraction amenable to gas chromatographic analysis, routine GC-MS methods, and procedures of data processing and data mining. A basic and extendable set of standardizations for metabolite recovery and retention index alignment of the resulting GC-MS chromatograms is included. The methods have two applications: (1) The rapid screening for changes of relative metabolite pools sizes under temperature stress and (2) the verification by exact quantification using GC-MS protocols that are extended by internal and external standardization.

Keywords: Absolute quantification; GC-MS; Gas chromatography; Metabolism; Metabolite profiling; Metabolomics; Relative quantification; Stable isotope labeling; TOF-MS; Time-of-flight mass spectrometry.

MeSH terms

  • Data Analysis
  • Gas Chromatography-Mass Spectrometry* / methods
  • Isotope Labeling
  • Metabolome*
  • Metabolomics* / methods
  • Phenotype
  • Plant Physiological Phenomena*
  • Plants / metabolism*
  • Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
  • Temperature*