Metabolite profiling analysis of Methylobacterium extorquens AM1 by comprehensive two-dimensional gas chromatography coupled with time-of-flight mass spectrometry

Xiaofeng Guo, Mary E. Lidstrom

Research output: Contribution to journalArticle

50 Citations (Scopus)

Abstract

Methylobacterium extorquens AM1 is a facultative methylotroph, which is a potential candidate to be used in commercial processes to convert simple one-carbon compounds to a variety of multicarbon chemicals and products. To better understand C1 metabolism in M. extorquens AM1 at the systems level, metabolite profiling tools were developed and applied in this bacterium. Comprehensive two-dimensional gas chromatography coupled with time-of-flight mass spectrometry (GC x GC-TOFMS) was used to obtain metabolite profiles of M. extorquens AM1 (primarily organic acids) and to identify the metabolite differences between cells grown on methanol (C1 substrate) and succinate (multicarbon substrate). In this study, a list of compounds that included amino acids and major intermediates of central C1 and multicarbon metabolism were studied as target metabolites. For these, calibration curves were obtained for absolute quantification by spiking different amounts of standard mixtures to cell cultures. Parallel factor analysis (PARAFAC) was used for accurate peak quantification. Unknown chemical differences between cells grown on methanol and succinate were identified by applying Fisher ratio analysis at a selective mass channel (m/z 147). Thirty-six compounds were discovered to be statistically differentially expressed between C1 and multicarbon metabolism. Among these, 13 were identified by matching to library mass spectra, and the rest were novel compounds that were not included in libraries. These differentially expressed compounds have provided clues to new pathways that are specifically linked to C1 metabolism.

Original languageEnglish (US)
Pages (from-to)929-940
Number of pages12
JournalBiotechnology and Bioengineering
Volume99
Issue number4
DOIs
StatePublished - Mar 1 2008

Fingerprint

Methylobacterium extorquens
Metabolites
Metabolism
Gas chromatography
Gas Chromatography
Mass spectrometry
Mass Spectrometry
Succinic Acid
Libraries
Methanol
Cells
Organic acids
Factor analysis
Substrates
Cell culture
Calibration
Statistical Factor Analysis
Amino acids
Bacteria
Carbon

Keywords

  • GC x GC-TOFMS
  • Metabolite profiling
  • Methylobacterium
  • Methylotrophy

ASJC Scopus subject areas

  • Biotechnology
  • Microbiology

Cite this

Metabolite profiling analysis of Methylobacterium extorquens AM1 by comprehensive two-dimensional gas chromatography coupled with time-of-flight mass spectrometry. / Guo, Xiaofeng; Lidstrom, Mary E.

In: Biotechnology and Bioengineering, Vol. 99, No. 4, 01.03.2008, p. 929-940.

Research output: Contribution to journalArticle

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