Literature DB >> 23828762

Kinetic isotope effects significantly influence intracellular metabolite (13) C labeling patterns and flux determination.

Thomas M Wasylenko1, Gregory Stephanopoulos.   

Abstract

Rigorous mathematical modeling of carbon-labeling experiments allows estimation of fluxes through the pathways of central carbon metabolism, yielding powerful information for basic scientific studies as well as for a wide range of applications. However, the mathematical models that have been developed for flux determination from (13) C labeling data have commonly neglected the influence of kinetic isotope effects on the distribution of (13) C label in intracellular metabolites, as these effects have often been assumed to be inconsequential. We have used measurements of the (13) C isotope effects on the pyruvate dehydrogenase enzyme from the literature to model isotopic fractionation at the pyruvate node and quantify the modeling errors expected to result from the assumption that isotope effects are negligible. We show that under some conditions kinetic isotope effects have a significant impact on the (13) C labeling patterns of intracellular metabolites, and the errors associated with neglecting isotope effects in (13) C-metabolic flux analysis models can be comparable in size to measurement errors associated with GC-MS. Thus, kinetic isotope effects must be considered in any rigorous assessment of errors in (13) C labeling data, goodness-of-fit between model and data, confidence intervals of estimated metabolic fluxes, and statistical significance of differences between estimated metabolic flux distributions.
Copyright © 2013 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.

Entities:  

Keywords:  Isotope Effects; Isotopomer Modeling; Metabolic Engineering; Metabolic Flux Analysis; Modeling errors

Mesh:

Substances:

Year:  2013        PMID: 23828762      PMCID: PMC4045492          DOI: 10.1002/biot.201200276

Source DB:  PubMed          Journal:  Biotechnol J        ISSN: 1860-6768            Impact factor:   4.677


  49 in total

1.  Possible pitfalls of flux calculations based on (13)C-labeling.

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2.  Elementary metabolite units (EMU): a novel framework for modeling isotopic distributions.

Authors:  Maciek R Antoniewicz; Joanne K Kelleher; Gregory Stephanopoulos
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3.  Accurate assessment of amino acid mass isotopomer distributions for metabolic flux analysis.

Authors:  Maciek R Antoniewicz; Joanne K Kelleher; Gregory Stephanopoulos
Journal:  Anal Chem       Date:  2007-09-07       Impact factor: 6.986

4.  13C metabolic flux analysis for larger scale cultivation using gas chromatography-combustion-isotope ratio mass spectrometry.

Authors:  Yongbo Yuan; Tae Hoon Yang; Elmar Heinzle
Journal:  Metab Eng       Date:  2010-02-10       Impact factor: 9.783

5.  Network identification and flux quantification in the central metabolism of Saccharomyces cerevisiae under different conditions of glucose repression.

Authors:  A K Gombert; M Moreira dos Santos ; B Christensen; J Nielsen
Journal:  J Bacteriol       Date:  2001-02       Impact factor: 3.490

6.  Metabolic flux analysis in a nonstationary system: fed-batch fermentation of a high yielding strain of E. coli producing 1,3-propanediol.

Authors:  Maciek R Antoniewicz; David F Kraynie; Lisa A Laffend; Joanna González-Lergier; Joanne K Kelleher; Gregory Stephanopoulos
Journal:  Metab Eng       Date:  2007-02-23       Impact factor: 9.783

7.  Metabolic flux profiling of Escherichia coli mutants in central carbon metabolism using GC-MS.

Authors:  Eliane Fischer; Uwe Sauer
Journal:  Eur J Biochem       Date:  2003-03

8.  Metabolic flux distributions in Corynebacterium glutamicum during growth and lysine overproduction.

Authors:  J J Vallino; G Stephanopoulos
Journal:  Biotechnol Bioeng       Date:  1993-03-15       Impact factor: 4.530

9.  Use of multiple isotope effects to study the mechanism of 6-phosphogluconate dehydrogenase.

Authors:  A R Rendina; J D Hermes; W W Cleland
Journal:  Biochemistry       Date:  1984-12-04       Impact factor: 3.162

Review 10.  Metabolic networks in motion: 13C-based flux analysis.

Authors:  Uwe Sauer
Journal:  Mol Syst Biol       Date:  2006-11-14       Impact factor: 11.429

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  8 in total

1.  Metabolomic and (13)C-metabolic flux analysis of a xylose-consuming Saccharomyces cerevisiae strain expressing xylose isomerase.

Authors:  Thomas M Wasylenko; Gregory Stephanopoulos
Journal:  Biotechnol Bioeng       Date:  2014-11-24       Impact factor: 4.530

2.  The rate of lactate production from glucose in hearts is not altered by per-deuteration of glucose.

Authors:  Alexander M Funk; Brian L Anderson; Xiaodong Wen; Thomas Hever; Chalermchai Khemtong; Zoltan Kovacs; A Dean Sherry; Craig R Malloy
Journal:  J Magn Reson       Date:  2017-09-18       Impact factor: 2.229

3.  Isotopic ratio outlier analysis global metabolomics of Caenorhabditis elegans.

Authors:  Gregory S Stupp; Chaevien S Clendinen; Ramadan Ajredini; Mark A Szewc; Timothy Garrett; Robert F Menger; Richard A Yost; Chris Beecher; Arthur S Edison
Journal:  Anal Chem       Date:  2013-12-04       Impact factor: 6.986

4.  OpenFLUX2: (13)C-MFA modeling software package adjusted for the comprehensive analysis of single and parallel labeling experiments.

Authors:  Mikhail S Shupletsov; Lyubov I Golubeva; Svetlana S Rubina; Dmitry A Podvyaznikov; Shintaro Iwatani; Sergey V Mashko
Journal:  Microb Cell Fact       Date:  2014-11-19       Impact factor: 5.328

5.  Evolution of E. coli on [U-13C]Glucose Reveals a Negligible Isotopic Influence on Metabolism and Physiology.

Authors:  Troy E Sandberg; Christopher P Long; Jacqueline E Gonzalez; Adam M Feist; Maciek R Antoniewicz; Bernhard O Palsson
Journal:  PLoS One       Date:  2016-03-10       Impact factor: 3.240

6.  Postprandial Metabolic Effects of Fiber Mixes Revealed by in vivo Stable Isotope Labeling in Humans.

Authors:  Lisa Schlicker; Hanny M Boers; Christian-Alexander Dudek; Gang Zhao; Arnab Barua; Jean-Pierre Trezzi; Michael Meyer-Hermann; Doris M Jacobs; Karsten Hiller
Journal:  Metabolites       Date:  2019-05-07

7.  Impact of kinetic isotope effects in isotopic studies of metabolic systems.

Authors:  Pierre Millard; Jean-Charles Portais; Pedro Mendes
Journal:  BMC Syst Biol       Date:  2015-09-26

8.  Experimental evidence and isotopomer analysis of mixotrophic glucose metabolism in the marine diatom Phaeodactylum tricornutum.

Authors:  Yuting Zheng; Andrew H Quinn; Ganesh Sriram
Journal:  Microb Cell Fact       Date:  2013-11-14       Impact factor: 5.328

  8 in total

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