Collisional fragmentation of central carbon metabolites in LC-MS/MS increases precision of 13C metabolic flux analysis

被引:76
作者
Ruehl, Martin [1 ,2 ]
Rupp, Beat [1 ]
Noeh, Katharina [3 ]
Wiechert, Wolfgang [3 ]
Sauer, Uwe [1 ]
Zamboni, Nicola [1 ]
机构
[1] ETH, Inst Mol Syst Biol, CH-8093 Zurich, Switzerland
[2] Life Sci Zurich Grad Sch, PhD Program Mol Life Sci, Zurich, Switzerland
[3] Forschungszentrum Julich, Inst Bio & Geosci Biotechnol 1, D-52425 Julich, Germany
关键词
flux analysis; 13C; LC-MS; isotopomer balancing; TRICARBOXYLIC-ACID CYCLE; MASS-SPECTROMETRY; INTRACELLULAR METABOLITES; ESCHERICHIA-COLI; AMINO-ACIDS; TIME-SCALE; GC-MS; C-13; ISOTOPOMER; IDENTIFICATION;
D O I
10.1002/bit.24344
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Experimental determination of fluxes by 13C-tracers relies on detection of 13C-patterns in metabolites or by-products. In the field of 13C metabolic flux analysis, the most recent developments point toward recording labeling patterns by liquid chromatography (LC)-mass spectrometry (MS)/MS directly in intermediates in central carbon metabolism (CCM) to increase temporal resolution. Surprisingly, the flux studies published so far with LC-MS measurements were based on intact metabolic intermediatesthus neglected the potential benefits of using positional information to improve flux estimation. For the first time, we exploit collisional fragmentation to obtain more fine-grained 13C-data on intermediates of CCM and investigate their impact in 13C metabolic flux analysis. For the case study of Bacillus subtilis grown in mineral medium with 13C-labeled glucose, we compare the flux estimates obtained by iterative isotopologue balancing of 13C-data obtained either by LC-MS/MS for solely intact intermediates or LC-MS/MS for intact and fragmented intermediates of CCM. We show that with LC-MS/MS data, fragment information leads to more precise estimates of fluxes in pentose phosphate pathway, glycolysis, and to the tricarboxylic acid cycle. Additionally, we present an efficient analytical strategy to rapidly acquire large sets of 13C-patterns by tandem MS, and an in-depth analysis of the collisional fragmentation of primary intermediates. In the future, this catalogue will enable comprehensive in silico calculability analyses to identify the most sensitive measurements and direct experimental design. Biotechnol. Bioeng. 2012; 109:763771. (C) 2011 Wiley Periodicals, Inc.
引用
收藏
页码:763 / 771
页数:9
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  • [1] Systems-Level Metabolic Flux Profiling Elucidates a Complete, Bifurcated Tricarboxylic Acid Cycle in Clostridium acetobutylicum
    Amador-Noguez, Daniel
    Feng, Xiao-Jiang
    Fan, Jing
    Roquet, Nathaniel
    Rabitz, Herschel
    Rabinowitz, Joshua D.
    [J]. JOURNAL OF BACTERIOLOGY, 2010, 192 (17) : 4452 - 4461
  • [2] Metabolic flux analysis in a nonstationary system:: Fed-batch fermentation of a high yielding strain of E. coli producing 1,3-propanediol
    Antoniewicz, Maciek R.
    Kraynie, David F.
    Laffend, Lisa A.
    Gonzalez-Lergier, Joanna
    Kelleher, Joanne K.
    Stephanopoulos, Gregory
    [J]. METABOLIC ENGINEERING, 2007, 9 (03) : 277 - 292
  • [3] Ultrahigh Performance Liquid Chromatography-Tandem Mass Spectrometry Method for Fast and Robust Quantification of Anionic and Aromatic Metabolites
    Buescher, Joerg Martin
    Moco, Sofia
    Sauer, Uwe
    Zamboni, Nicola
    [J]. ANALYTICAL CHEMISTRY, 2010, 82 (11) : 4403 - 4412
  • [4] Tandem mass spectrometry: A novel approach for metabolic flux analysis
    Choi, Jungik
    Antoniewicz, Maciek R.
    [J]. METABOLIC ENGINEERING, 2011, 13 (02) : 225 - 233
  • [5] Metabolic flux analysis with a comprehensive isotopomer model in Bacillus subtilis
    Dauner, M
    Bailey, JE
    Sauer, U
    [J]. BIOTECHNOLOGY AND BIOENGINEERING, 2001, 76 (02) : 144 - 156
  • [6] GC-MS analysis of amino acids rapidly provides rich information for isotopomer balancing
    Dauner, M
    Sauer, U
    [J]. BIOTECHNOLOGY PROGRESS, 2000, 16 (04) : 642 - 649
  • [7] From fluxes and isotope labeling patterns towards in silico cells
    Dauner, Michael
    [J]. CURRENT OPINION IN BIOTECHNOLOGY, 2010, 21 (01) : 55 - 62
  • [8] A METHOD FOR THE DETERMINATION OF CHANGES OF GLYCOLYTIC METABOLITES IN YEAST ON A SUBSECOND TIME SCALE USING EXTRACTION AT NEUTRAL PH
    DEKONING, W
    VANDAM, K
    [J]. ANALYTICAL BIOCHEMISTRY, 1992, 204 (01) : 118 - 123
  • [9] Efron B., 1994, An introduction to the boostrap
  • [10] High-throughput metabolic flux analysis based on gas chromatography-mass spectrometry derived 13C constraints
    Fischer, E
    Zamboni, N
    Sauer, U
    [J]. ANALYTICAL BIOCHEMISTRY, 2004, 325 (02) : 308 - 316