Isotopomer distribution computation from tandem mass spectrometric data with overlapping fragment spectra

We present a method for determination of the isotopomer distributions of metabolites from the data generated by a tandem mass spectrometer. The method is an improvement over existing method as it is able to deal with overlapping fragments in the spectra. Our experiments indicate that the new method surpasses its predecessors in separating isotopomers from each other. When using the daughter ion scanning (collision induced dissociation) mode, the method was shown to be able to constrain the isotopomer distribution of different amino acids better than two existing methods. In particular, the isotopomer distributions of three amino acids, glycine, alanine and serine, can be fully uncovered with the method. However, due to the imperfect fragmentation of molecules in the tandem mass spectrometer, isotopomer distributions of larger amino acids still cannot be fully uncovered. In tests with isotope-labelled alanine, most accurate results were obtained using multiple reaction monitoring and 15 eV collision energy. The meausured isotopomer frequecies were in the range 99-106% of the theoretical value and the deviation between repetitions was in the range 1-10%.

[1]  Marc K Hellerstein,et al.  New stable isotope-mass spectrometric techniques for measuring fluxes through intact metabolic pathways in mammalian systems: introduction of moving pictures into functional genomics and biochemical phenotyping. , 2004, Metabolic engineering.

[2]  C. Wittmann,et al.  Modeling and experimental design for metabolic flux analysis of lysine-producing Corynebacteria by mass spectrometry. , 2001, Metabolic engineering.

[3]  G. Stephanopoulos,et al.  Metabolic Engineering: Principles And Methodologies , 1998 .

[4]  Juho Rousu,et al.  A Method for Estimating Metabolic Fluxes from Incomplete Isotopomer Information , 2003, CMSB.

[5]  W. Wiechert,et al.  Bidirectional reaction steps in metabolic networks: III. Explicit solution and analysis of isotopomer labeling systems. , 1999, Biotechnology and bioengineering.

[6]  George Stephanopoulos,et al.  Modeling of Isotope Distributions and Intracellular Fluxes in Metabolic Networks Using Atom Mapping Matrices , 1994 .

[7]  Stephanopoulos,et al.  Metabolite and isotopomer balancing in the analysis of metabolic cycles: I. Theory. , 1999, Biotechnology and bioengineering.

[8]  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.

[9]  Juho Rousu,et al.  Computing positional isotopomer distributions from tandem mass spectrometric data. , 2002, Metabolic engineering.

[10]  T. Szyperski Biosynthetically directed fractional 13C-labeling of proteinogenic amino acids. An efficient analytical tool to investigate intermediary metabolism. , 1995, European journal of biochemistry.

[11]  H. Brunengraber,et al.  Rates of gluconeogenesis and citric acid cycle in perfused livers, assessed from the mass spectrometric assay of the 13C labeling pattern of glutamate. , 1993, The Journal of biological chemistry.

[12]  B. Christensen,et al.  Isotopomer analysis using GC-MS. , 1999, Metabolic engineering.

[13]  U. Sauer,et al.  GC‐MS Analysis of Amino Acids Rapidly Provides Rich Information for Isotopomer Balancing , 2000, Biotechnology progress.

[14]  R. Gruetter,et al.  Direct, noninvasive measurement of brain glycogen metabolism in humans , 2003, Neurochemistry International.

[15]  U. Sauer,et al.  Bioreaction network topology and metabolic flux ratio analysis by biosynthetic fractional 13C labeling and two-dimensional NMR spectroscopy. , 1999, Metabolic engineering.

[16]  J E Bailey,et al.  Metabolic flux analysis with a comprehensive isotopomer model in Bacillus subtilis. , 2001, Biotechnology and bioengineering.

[17]  J. Morgan,et al.  Mathematical modeling of plant metabolic pathways. , 2002, Metabolic engineering.

[18]  H Sahm,et al.  Determination of the fluxes in the central metabolism of Corynebacterium glutamicum by nuclear magnetic resonance spectroscopy combined with metabolite balancing , 1996, Biotechnology and bioengineering.

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

[20]  J. Shiloach,et al.  Investigation of the TCA cycle and the glyoxylate shunt in Escherichia coli BL21 and JM109 using 13C‐NMR/MS , 2000, Biotechnology and bioengineering.

[21]  Craig R Malloy,et al.  13C isotopomer analysis of glutamate by tandem mass spectrometry. , 2002, Analytical biochemistry.

[22]  W. Lee,et al.  Mass isotopomer analysis: theoretical and practical considerations. , 1991, Biological mass spectrometry.

[23]  E. Heinzle,et al.  Mass spectrometry for metabolic flux analysis. , 1999, Biotechnology and bioengineering.

[24]  J. Villadsen,et al.  Modeling isotopomer distributions in biochemical networks using isotopomer mapping matrices. , 1997, Biotechnology and bioengineering.

[25]  T. Szyperski Biosynthetically Directed Fractional 13C‐labeling of Proteinogenic Amino Acids , 1995 .

[26]  J Villadsen,et al.  Quantification of intracellular metabolic fluxes from fractional enrichment and 13C-13C coupling constraints on the isotopomer distribution in labeled biomass components. , 1999, Metabolic engineering.