Stoichiometric model for evaluating the metabolic capabilities of the facultative methylotroph Methylobacterium extorquens AM1, with application to reconstruction of C(3) and C(4) metabolism

Biotechnol Bioeng. 2002 May 5;78(3):296-312. doi: 10.1002/bit.10200.

Abstract

A stoichiometric model of central metabolism was developed based on new information regarding metabolism in this bacterium to evaluate the steady-state growth capabilities of the serine cycle facultative methylotroph Methylobacterium extorquens AM1 during growth on methanol, succinate, and pyruvate. The model incorporates 20 reversible and 47 irreversible reactions, 65 intracellular metabolites, and experimentally-determined biomass composition. The flux space for this underdetermined system of equations was defined by finding the elementary modes, and constraints based on experimental observations were applied to determine which of these elementary modes give a reasonable description of the flux distribution for each growth substrate. The predicted biomass yield, on a carbon atom basis, is 49.8%, which agrees well with the range of published experimental yield measurements (37-50%). The model predicts the cell to be limited by reduced pyridine nucleotide availability during methylotrophic growth, but energy-limited when growing on multicarbon substrates. Mutation and phenotypic analysis was used to explore a previously unknown region of the metabolic map and to confirm the stoichiometry of the pathways in this region used in the metabolic model. Based on genome sequence data and simulation results, three enzymes involved in C(3)-C(4) interconversion pathways were predicted to be mutually redundant: malic enzyme, phosphoenolpyruvate carboxykinase, and phosphoenolpyruvate synthase. Insertion mutations in the genes predicted to encode these enzymes were made and these mutants were capable of growing on all substrates tested, confirming the redundancy of these pathways. Likewise, pathway analysis suggests that the TCA cycle enzymes citrate synthase and succinate dehydrogenase are essential for all growth substrates. In keeping with these predictions, null mutants could not be obtained in these genes. Finally, a similar model was developed for the ribulose monophosphate pathway obligate methylotroph Methylobacillus flagellatum KT to compare the efficiency of carbon utilization in the two types of methylotrophic carbon utilization pathways. The predicted yield for this organism on methanol is 65.9%.

Publication types

  • Research Support, U.S. Gov't, Non-P.H.S.

MeSH terms

  • Biomass
  • Citrate (si)-Synthase / genetics
  • Citrate (si)-Synthase / metabolism*
  • Energy Metabolism / physiology
  • Malate Dehydrogenase / genetics
  • Malate Dehydrogenase / metabolism
  • Methanol / metabolism
  • Methylobacterium extorquens / genetics
  • Methylobacterium extorquens / growth & development
  • Methylobacterium extorquens / metabolism*
  • Models, Biological*
  • Mutagenesis, Insertional
  • Mutation
  • Phosphoenolpyruvate Carboxykinase (ATP) / genetics
  • Phosphoenolpyruvate Carboxykinase (ATP) / metabolism
  • Phosphotransferases (Paired Acceptors) / genetics
  • Phosphotransferases (Paired Acceptors) / metabolism
  • Pyrimidine Nucleotides / metabolism
  • Pyruvic Acid / metabolism
  • Succinate Dehydrogenase / genetics
  • Succinate Dehydrogenase / metabolism*
  • Succinic Acid / metabolism

Substances

  • Pyrimidine Nucleotides
  • Pyruvic Acid
  • Succinic Acid
  • Malate Dehydrogenase
  • Succinate Dehydrogenase
  • Citrate (si)-Synthase
  • Phosphotransferases (Paired Acceptors)
  • pyruvate, water dikinase
  • Phosphoenolpyruvate Carboxykinase (ATP)
  • Methanol