Metabolic flux analysis of a glycerol‐overproducing Saccharomyces cerevisiae strain based on GC‐MS, LC‐MS and NMR‐derived 13C‐labelling data

This study focuses on unravelling the carbon and redox metabolism of a previously developed glycerol-overproducing Saccharomyces cerevisiae strain with deletions in the structural genes encoding triosephosphate isomerase ( TPI1 ), the external mitochondrial NADH dehydrogenases ( NDE1 and NDE2 ) and the respiratory chain-linked glycerol-3-phosphate dehydrogenase ( GUT2 ). Two methods were used for analysis of metabolic fluxes: metabolite balancing and 13C-labelling-based metabolic flux analysis. The isotopic enrichment of intracellular primary metabolites was measured both directly (liquid chromatography-MS) and indirectly through proteinogenic amino acids (nuclear magnetic resonance and gas chromatography-MS). Because flux sensitivity around several important metabolic nodes proved to be dependent on the applied technique, the combination of the three 13C quantification techniques generated the most accurate overall flux pattern. When combined, the measured conversion rates and 13C-labelling data provided evidence that a combination of assimilatory metabolism and pentose phosphate pathway activity diverted some of the carbon away from glycerol formation. Metabolite balancing indicated that this results in excess cytosolic NADH, suggesting the presence of a cytosolic NADH sink in addition to those that were deleted. The exchange flux of four-carbon dicarboxylic acids across the mitochondrial membrane, as measured by the 13C-labelling data, supports a possible role of a malate/aspartate or malate/oxaloacetate redox shuttle in the transfer of these redox equivalents from the cytosol to the mitochondrial matrix.

[1]  J. Pronk,et al.  Engineering NADH metabolism in Saccharomyces cerevisiae: formate as an electron donor for glycerol production by anaerobic, glucose-limited chemostat cultures. , 2006, FEMS yeast research.

[2]  Joseph J. Heijnen,et al.  13C-Labeled Gluconate Tracing as a Direct and Accurate Method for Determining the Pentose Phosphate Pathway Split Ratio in Penicillium chrysogenum , 2006, Applied and Environmental Microbiology.

[3]  J. Heijnen,et al.  Revisiting the 13C‐label distribution of the non‐oxidative branch of the pentose phosphate pathway based upon kinetic and genetic evidence , 2005, The FEBS journal.

[4]  U. Sauer,et al.  Escherichia coli† , 2004 .

[5]  J. Heijnen,et al.  Metabolic-flux analysis of Saccharomyces cerevisiae CEN.PK113-7D based on mass isotopomer measurements of (13)C-labeled primary metabolites. , 2005, FEMS yeast research.

[6]  Jens Nielsen,et al.  Impact of transamination reactions and protein turnover on labeling dynamics in 13C‐labeling experiments , 2004, Biotechnology and bioengineering.

[7]  U. Sauer,et al.  A Novel Metabolic Cycle Catalyzes Glucose Oxidation and Anaplerosis in Hungry Escherichia coli* , 2003, Journal of Biological Chemistry.

[8]  J. Walker,et al.  Identification and metabolic role of the mitochondrial aspartate‐glutamate transporter in Saccharomyces cerevisiae , 2003, Molecular microbiology.

[9]  J. Heijnen,et al.  Critical evaluation of sampling techniques for residual glucose determination in carbon‐limited chemostat culture of Saccharomyces cerevisiae , 2003, Biotechnology and bioengineering.

[10]  Preben Krabben,et al.  Metabolic flux and metabolic network analysis of Penicillium chrysogenum using 2D [13C, 1H] COSY NMR measurements and cumulative bondomer simulation. , 2003, Biotechnology and bioengineering.

[11]  U. Sauer,et al.  Metabolic flux profiling of Escherichia coli mutants in central carbon metabolism using GC-MS. , 2003, European journal of biochemistry.

[12]  Christoph Wittmann,et al.  Correcting mass isotopomer distributions for naturally occurring isotopes. , 2002, Biotechnology and bioengineering.

[13]  Chen Yang,et al.  Metabolic flux analysis in Synechocystis using isotope distribution from 13C-labeled glucose. , 2002, Metabolic engineering.

[14]  Jens Nielsen,et al.  Analysis of flux estimates based on (13)C-labelling experiments. , 2002, European journal of biochemistry.

[15]  Barbara M. Bakker,et al.  Metabolic Engineering of Glycerol Production in Saccharomyces cerevisiae , 2002, Applied and Environmental Microbiology.

[16]  P. Langridge,et al.  Decreasing acetic acid accumulation by a glycerol overproducing strain of Saccharomyces cerevisiae by deleting the ALD6 aldehyde dehydrogenase gene , 2002, Yeast.

[17]  Wolfgang Wiechert,et al.  Modeling and simulation: tools for metabolic engineering. , 2002, Journal of biotechnology.

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

[19]  D Schipper,et al.  Innovations in generation and analysis of 2D [(13)C,(1)H] COSY NMR spectra for metabolic flux analysis purposes. , 2001, Metabolic engineering.

[20]  J J Heijnen,et al.  A priori analysis of metabolic flux identifiability from (13)C-labeling data. , 2001, Biotechnology and bioengineering.

[21]  S. Manon,et al.  Yeast mitochondrial dehydrogenases are associated in a supramolecular complex. , 2001, Biochemistry.

[22]  W. Wiechert 13C metabolic flux analysis. , 2001, Metabolic engineering.

[23]  A. Ponces Freire,et al.  In situ analysis of methylglyoxal metabolism in Saccharomyces cerevisiae , 2001, FEBS letters.

[24]  D. Porro,et al.  Alterations of the glucose metabolism in a triose phosphate isomerase‐negative Saccharomyces cerevisiae mutant , 2001, Yeast.

[25]  U. Sauer,et al.  Central carbon metabolism of Saccharomyces cerevisiae explored by biosynthetic fractional (13)C labeling of common amino acids. , 2001, European journal of biochemistry.

[26]  J. Nielsen,et al.  Network Identification and Flux Quantification in the Central Metabolism of Saccharomyces cerevisiae under Different Conditions of Glucose Repression , 2001, Journal of bacteriology.

[27]  Barbara M. Bakker,et al.  Stoichiometry and compartmentation of NADH metabolism in Saccharomyces cerevisiae. , 2001, FEMS microbiology reviews.

[28]  M. Piper,et al.  Regulation of the Balance of One-carbon Metabolism inSaccharomyces cerevisiae * , 2000, The Journal of Biological Chemistry.

[29]  Barbara M. Bakker,et al.  The Mitochondrial Alcohol Dehydrogenase Adh3p Is Involved in a Redox Shuttle in Saccharomyces cerevisiae , 2000, Journal of bacteriology.

[30]  R Serrano,et al.  A proposal for nomenclature of aldehyde dehydrogenases in Saccharomyces cerevisiae and characterization of the stress‐inducible ALD2 and ALD3 genes , 1999, Yeast.

[31]  W. Neupert,et al.  Sorting of d-Lactate Dehydrogenase to the Inner Membrane of Mitochondria , 1998, The Journal of Biological Chemistry.

[32]  G Stephanopoulos,et al.  Effect of reversible reactions on isotope label redistribution--analysis of the pentose phosphate pathway. , 1998, European journal of biochemistry.

[33]  H. Bussey,et al.  The ALD6 gene of Saccharomyces cerevisiae encodes a cytosolic, Mg2+‐activated acetaldehyde dehydrogenase , 1997, Yeast.

[34]  H. Bonarius,et al.  Flux analysis of underdetermined metabolic networks: the quest for the missing constraints. , 1997 .

[35]  B. M. Ranzi,et al.  Glycerol Production in a Triose Phosphate Isomerase Deficient Mutant of Saccharomyces cerevisiae , 1996, Biotechnology progress.

[36]  L. McAlister-Henn,et al.  Glucose-induced degradation of the MDH2 isozyme of malate dehydrogenase in yeast. , 1992, The Journal of biological chemistry.

[37]  W. A. Scheffers,et al.  Effect of benzoic acid on metabolic fluxes in yeasts: A continuous‐culture study on the regulation of respiration and alcoholic fermentation , 1992, Yeast.

[38]  R.T.J.M. Van der Heijden State estimation and error diagnosis for biotechnological processes , 1991 .