Stimulation, Monitoring, and Analysis of Pathway Dynamics by Metabolic Profiling in the Aromatic Amino Acid Pathway

Using a concerted approach of biochemical standard preparation, analytical access via LC‐MS/MS, glucose pulse, metabolic profiling, and statistical data analysis, the metabolism dynamics in the aromatic amino acid pathway has been stimulated, monitored, and analyzed in different tyrosine‐auxotrophic l‐phenylalanine‐producing Escherichia coli strains. During the observation window from –4 s (before) up to 27 s after the glucose pulse, the dynamics of the first five enzymatic reactions in the aromatic amino acid pathway was observed by measuring intracellular concentrations of 3‐deoxy‐d‐arabino‐heptulosonate 7‐phosphate DAH(P), 3‐dehydroquinate (3‐DHQ), 3‐dehydroshikimate (3‐DHS), shikimate 3‐phosphate (S3P), and shikimate (SHI), together with the pathway precursors phosphoenolpyruvate (PEP) and P5P, the lumped pentose phosphate pool as an alternative to the nondetectable erythrose 4‐phosphate (E4P). Provided that a sufficient fortification of the carbon flux into the pathway of interest is ensured, respective metabolism dynamics can be observed. On the basis of the intracellular pool measurements, the standardized pool velocities were calculated, and a simple, data‐driven criterion‐called “pool efflux capacity” (PEC)‐is derived. Despite its simplifying system description, the criterion managed to identify the well‐known AroB limitation in the E. coli strain A (genotype Δ( pheA tyrA aroF)/pJF119EH aroFfbr pheAfbr amp) and it also succeeded to identify AroL and AroA (in strain B, genotype Δ( pheA tyrA aroF)/pJF119EH aroFfbr pheAfbr aroB amp) as promising metabolic engineering targets to alleviate respective flux control in subsequent l‐Phe producing strains. Furthermore, using of a simple correlation analysis, the reconstruction of the metabolite sequence of the observed pathway was enabled. The results underline the necessity to extend the focus of glucose pulse experiments by studying not only the central metabolism but also anabolic pathways.

[1]  R. Takors,et al.  Applying metabolic profiling techniques for stimulus-response experiments: chances and pitfalls. , 2005, Advances in biochemical engineering/biotechnology.

[2]  Ralf Takors,et al.  Sensitivity analysis for the reduction of complex metabolism models , 2004 .

[3]  R. Takors,et al.  Fully integrated L-phenylalanine separation and concentration using reactive-extraction with liquid-liquid centrifuges in a fed-batch process with E. coli , 2004, Bioprocess and biosystems engineering.

[4]  J J Heijnen,et al.  MIRACLE: mass isotopomer ratio analysis of U‐13C‐labeled extracts. A new method for accurate quantification of changes in concentrations of intracellular metabolites , 2004, Biotechnology and bioengineering.

[5]  J. Heijnen,et al.  Dynamic simulation and metabolic re-design of a branched pathway using linlog kinetics. , 2003, Metabolic engineering.

[6]  H. Westerhoff,et al.  SILICON CELL , 2003 .

[7]  R Takors,et al.  Process control for enhanced L-phenylalanine production using different recombinant Escherichia coli strains. , 2002, Biotechnology and bioengineering.

[8]  C. Chassagnole,et al.  Dynamic modeling of the central carbon metabolism of Escherichia coli. , 2002, Biotechnology and bioengineering.

[9]  H. Lange,et al.  Analysis of glycolytic intermediates in Saccharomyces cerevisiae using anion exchange chromatography and electrospray ionization with tandem mass spectrometric detection , 2002 .

[10]  R. Takors,et al.  Enhanced pilot-scale fed-batch L-phenylalanine production with recombinant Escherichia coli by fully integrated reactive extraction , 2002, Bioprocess and biosystems engineering.

[11]  R Takors,et al.  Pulse Experiments as a Prerequisite for the Quantification of in Vivo Enzyme Kinetics in Aromatic Amino Acid Pathway of Escherichia coli , 2002, Biotechnology progress.

[12]  J. W. Frost,et al.  Modulation of Phosphoenolpyruvate Synthase Expression Increases Shikimate Pathway Product Yields in E. coli , 2002, Biotechnology progress.

[13]  Ralf Takors,et al.  MMT - A pathway modeling tool for data from rapid sampling experiments , 2002, Silico Biol..

[14]  J J Heijnen,et al.  Improved rapid sampling for in vivo kinetics of intracellular metabolites in Saccharomyces cerevisiae. , 2001, Biotechnology and bioengineering.

[15]  M. Wubbolts,et al.  Metabolic engineering for microbial production of aromatic amino acids and derived compounds. , 2001, Metabolic engineering.

[16]  R. Takors,et al.  Quantification of intracellular metabolites in Escherichia coli K12 using liquid chromatographic-electrospray ionization tandem mass spectrometric techniques. , 2001, Analytical biochemistry.

[17]  G. Sprenger,et al.  Characterization of a new feedback-resistant 3-deoxy-D-arabino-heptulosonate 7-phosphate synthase AroF of Escherichia coli. , 2001, FEMS microbiology letters.

[18]  H V Westerhoff The silicon cell, not dead but live! , 2001, Metabolic engineering.

[19]  J. Nielsen,et al.  In vivo dynamics of galactose metabolism in Saccharomyces cerevisiae: metabolic fluxes and metabolite levels. , 2001, Biotechnology and bioengineering.

[20]  Oliver Fiehn,et al.  Combining Genomics, Metabolome Analysis, and Biochemical Modelling to Understand Metabolic Networks , 2001, Comparative and functional genomics.

[21]  A. Kiener,et al.  Industrial biocatalysis today and tomorrow , 2001, Nature.

[22]  J. Lengeler,et al.  Glucose Transporter Mutants of Escherichia coli K-12 with Changes in Substrate Recognition of IICBGlc and Induction Behavior of theptsG Gene , 2000, Journal of bacteriology.

[23]  K. Mauch,et al.  Quantitative Analysis of Metabolic and Signaling Pathways in Saccharomyces cerevisiae , 2000 .

[24]  M. Mikola,et al.  Fed-batch fermentor synthesis of 3-dehydroshikimic acid using recombinant Escherichia coli. , 1999, Biotechnology and bioengineering.

[25]  D Weuster-Botz,et al.  Automated sampling device for monitoring intracellular metabolite dynamics. , 1999, Analytical biochemistry.

[26]  M. Reuss,et al.  In VivoDynamics of the Pentose Phosphate Pathway inSaccharomyces cerevisiae , 1999 .

[27]  J. Visser,et al.  Characterization of Aspergillus niger phosphoglucose isomerase. Use for quantitative determination of erythrose 4-phosphate. , 1999, Biochimie.

[28]  M. Reuss,et al.  In vivo dynamics of the pentose phosphate pathway in Saccharomyces cerevisiae. , 1999, Metabolic engineering.

[29]  R. Bauerle,et al.  Steady-state kinetics and inhibitor binding of 3-deoxy-D-arabino-heptulosonate-7-phosphate synthase (tryptophan sensitive) from Escherichia coli. , 1997, Biochemistry.

[30]  M. Reuss,et al.  In vivo analysis of metabolic dynamics in Saccharomyces cerevisiae: II. Mathematical model. , 1997, Biotechnology and bioengineering.

[31]  M. Reuss,et al.  In vivo analysis of metabolic dynamics in Saccharomyces cerevisiae : I. Experimental observations. , 1997, Biotechnology and bioengineering.

[32]  D Weuster-Botz,et al.  Sampling tube device for monitoring intracellular metabolite dynamics. , 1997, Analytical biochemistry.

[33]  Jeremy N. S. Evans,et al.  Overexpression, purification, and characterization of tyrosine-sensitive 3-deoxy-D-arabino-heptulosonic acid 7-phosphate synthase from Escherichia coli. , 1997, Protein expression and purification.

[34]  D. Kell,et al.  What bio technologists knew all along...? , 1996, Journal of theoretical biology.

[35]  A. Berry,et al.  Improving production of aromatic compounds in Escherichia coli by metabolic engineering. , 1996, Trends in biotechnology.

[36]  J. W. Frost,et al.  SYNTHETIC MODIFICATION OF THE ESCHERICHIA COLI CHROMOSOME : ENHANCING THE BIOCATALYTIC CONVERSION OF GLUCOSE INTO AROMATIC CHEMICALS , 1996 .

[37]  F. Bolivar,et al.  Pathway engineering for the production of aromatic compounds in Escherichia coli , 1996, Nature Biotechnology.

[38]  A. D. de Graaf,et al.  Reaction engineering methods to study intracellular metabolite concentrations. , 1996, Advances in biochemical engineering/biotechnology.

[39]  J. Liao,et al.  Pathway engineering for production of aromatics in Escherichia coli: Confirmation of stoichiometric analysis by independent modulation of AroG, TktA, and Pps activities , 1995, Biotechnology and bioengineering.

[40]  J. Liao,et al.  Engineering of Escherichia coli central metabolism for aromatic metabolite production with near theoretical yield , 1994, Applied and environmental microbiology.

[41]  J. W. Frost,et al.  Prospects for Biocatalytic Synthesis of Aromatics in the 21st Century , 1994 .

[42]  J. W. Frost,et al.  Identification and removal of impediments to biocatalytic synthesis of aromatics from D-glucose: rate-limiting enzymes in the common pathway of aromatic amino acid biosynthesis , 1993 .

[43]  M. C. Walker,et al.  Substrate synergism and the steady-state kinetic reaction mechanism for EPSP synthase from Escherichia coli. , 1992, Biochemistry.

[44]  J. W. Frost,et al.  Biocatalytic Synthesis of Aromatics from D-Glucose: The Role of Transketolase , 1992 .

[45]  N. C. Price,et al.  A comparison of the enzymological and biophysical properties of two distinct classes of dehydroquinase enzymes. , 1992, The Biochemical journal.

[46]  J. Knowles,et al.  Dehydroquinate synthase: a sheep in wolf's clothing? , 1989 .

[47]  R. D. Feyter [45] Shikimate kinases from Escherichia coli K12 , 1987 .

[48]  J. Coggins,et al.  [42] The arom multifunctional enzyme from neurospora crassa , 1987 .

[49]  J. Coggins,et al.  [41] 3-Dehydroquinate dehydratase from escherichia coli , 1987 .

[50]  J. Coggins,et al.  3-Dehydroquinate dehydratase from Escherichia coli. , 1987, Methods in enzymology.

[51]  R. de Feyter Shikimate kinases from Escherichia coli K12. , 1987, Methods in enzymology.

[52]  J. Knowles,et al.  Dehydroquinate synthase from Escherichia coli, and its substrate 3-deoxy-D-arabino-heptulosonic acid 7-phosphate. , 1987, Methods in enzymology.

[53]  J. Coggins,et al.  The arom multifunctional enzyme from Neurospora crassa. , 1987, Methods in enzymology.

[54]  J. Coggins,et al.  3-Phosphoshikimate 1-carboxyvinyltransferase from Escherichia coli. , 1987, Methods in enzymology.

[55]  J. Coggins,et al.  Purification and characterization of 3-dehydroquinase from Escherichia coli. , 1986, The Biochemical journal.

[56]  J. Pittard,et al.  Purification and properties of shikimate kinase II from Escherichia coli K-12 , 1986, Journal of bacteriology.

[57]  H. Blöcker,et al.  Molecular cloning of the plasmid RP4 primase region in a multi-host-range tacP expression vector. , 1986, Gene.

[58]  J. Coggins,et al.  The purification of 5‐enolpyruvylshikimate 3‐phosphate synthase from an overproducing strain of Escherichia coli , 1984, FEBS letters.

[59]  Morris Bader,et al.  A systematic approach to standard addition methods in instrumental analysis , 1980 .

[60]  R. Azerad,et al.  The interaction of phosphonate and homophosphonate analogues of 3-deoxy-D-arabino heptulosonate 7-phosphate with 3-dehydroquinate synthetase from Escherichia coli. , 1980, Biochemical and biophysical research communications.

[61]  P. Blackmore,et al.  Fact, uncertainty and speculation concerning the biochemistry of D-erythrose-4-phosphate and its metabolic roles. , 1980, The International journal of biochemistry.

[62]  D. B. Sprinson,et al.  5-Dehydro-3-deoxy-D-arabino-heptulosonic acid 7-phosphate. An intermediate in the 3-dehydroquinate synthase reaction. , 1978, The Journal of biological chemistry.

[63]  K. Herrmann,et al.  3-Deoxy-D-arabino-heptulosonate 7-phosphate synthase. Purification and molecular characterization of the phenylalanine-sensitive isoenzyme from Escherichia coli. , 1978, The Journal of biological chemistry.

[64]  B. E. Davidson,et al.  Studies on 3-deoxy-D-arabinoheptulosonate-7-phosphate synthetase(phe)from Escherichia coli K12. 2. Kinetic properties. , 1976, European journal of biochemistry.

[65]  K. Herrmann,et al.  3-Deoxy-D-arabino-heptulosonate 7-phosphate synthase. Purification, properties, and kinetics of the tyrosine-sensitive isoenzyme from Escherichia coli. , 1976, The Journal of biological chemistry.

[66]  R. Grewe,et al.  Die Synthese der 5-Dehydro-chinasäure , 1956 .

[67]  S. Simmonds The metabolism of phenylalanine and tyrosine in mutant strains of Escherichia coli. , 1950, The Journal of biological chemistry.