X. Ma et al.: Fragmentation of 13C-Labeled Amino Acids
631
2. Zamboni, N.: 13C metabolic flux analysis in complex systems. Curr.
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Conclusions
3. Wiechert, W., Mollney, M., Petersen, S., de Graaf, A.A.: A universal
framework for 13C metabolic flux analysis. Metab. Eng. 3, 265–283 (2001)
4. Weitzel, M., Wiechert, W., Noh, K.: The topology of metabolic isotope
labeling networks. BMC Bioinf. 8, 315 (2007)
5. Rantanen, A., Rousu, J., Jouhten, P., Zamboni, N., Maaheimo, H., Ukkonen,
E.: An analytic and systematic framework for estimating metabolic flux
ratios from 13C tracer experiments. BMC Bioinf. 9, 266 (2008)
The characterization of the fragmentation pattern of proton-
ated Glu, Gln, Pro and Ala is extended here to fragments as
low as m/z 27. The low m/z fragments are identified and
dissociation pathways to form them are proposed. This
knowledge is used to develop a new approach to distinguish
each 13C-labeled carbon in the above amino acids, and
potentially for more amino acids, by CID MS2. The m/z 28
fragment containing nitrogen and C2 is common to
protonated Glu, Gln and Pro. A similar m/z 29 fragment
with C2 and nitrogen is also observed in protonated Ala.
These are potential fragments to monitor C2 in the amino
acids by multiple reaction monitoring (MRM). The m/z 30
fragment in protonated Glu and Gln is a mixture of 2-CH4N
and 4-CH4N, suggesting more than one pathway to form it
and one of these pathways may involve rearrangement. This
fragment can be used to monitor C2 and C4. The m/z 29 and
27 fragments in protonated Glu and Gln have different
carbon origins, indicating they originate from different
pathways. The above carbon origins may also be fit for
other amino acids.
Methylation of carboxylic acids is a specifically
suitable way to further separate the MWs of Glu and
Gln to avoid MW overlapping, without changing or
interfering with the low m/z fragments. Although the
intensity of the low m/z peaks is much weaker than the
abundant high m/z fragments, by using MRM, the
sensitivity can be improved to be compatible with typical
levels in biological samples. The suggested MRM
approach will be tested in our laboratory to monitor the
incorporation of 13C from 13C-glucose into Glu, Gln, Pro
and Ala in A. aegypti mosquitoes.
6. Scaraffia, P.Y., Zhang, Q.F., Wysocki, V.H., Isoe, J., Wells, M.A.:
Analysis of whole body ammonia metabolism in Aedes aegypti using
[
15N]-labeled compounds and mass spectrometry. Insect Biochem. Mol.
Biol. 36, 614–622 (2006)
7. Scaraffia, P.Y., Tan, G., Isoe, J., Wysocki, V.H., Wells, M.A., Miesfeld,
R.L.: Discovery of an alternate metabolic pathway for urea synthesis in
adult Aedes aegypti mosquitoes. Proc. Natl. Acad. Sci. U.S.A. 105, 518–
523 (2008)
8. Scaraffia, P.Y., Zhang, Q.F., Thorson, K., Wysocki, V.H., Miesfeld,
R.L.: Differential ammonia metabolism in Aedes aegypti fat body and
midgut tissues. J. Insect Physiol. 56, 1040–1049 (2010)
9. Bush, D.R., Wysocki, V.H., Scaraffia, P.Y.: Study of fragmentation of
arginine isobutyl ester applied to arginine quantification of Aedes
aegypti mosquito excreta. J. Mass Spectrom. 47, 1364–1371 (2012)
10. Pingitore, F., Tang, Y., Kruppa, G.H., Keasling, J.D.: Analysis of amino
acid isotopomers using FT-ICR MS. Anal. Chem. 79, 2483–2490 (2007)
11. Tang, Y., Pingitore, F., Mukhopadhyay, A., Phan, R., Hazen, T.C.,
Keasling, J.D.: Pathway confirmation and flux analysis of central
metabolic pathways in Desulfovibrio vulgaris Hildenborough using gas
chromatography-mass spectrometry and Fourier transform-ion cyclotron
resonance mass spectrometry. J. Bacteriol. 189, 940–949 (2007)
12. Jiang, W., Wysocki, V.H., Dodds, E.D., Miesfeld, R.L., Scaraffia, P.Y.:
Differentiation and quantification of C1 and C2 13C-labeled glucose by
tandem mass spectrometry. Anal. Biochem. 404, 40–44 (2010)
13. Szyperski, T., Glaser, R.W., Hochuli, M., Fiaux, J., Sauer, U., Bailey,
J.E., Wuthrich, K.: Bioreaction network topology and metabolic flux
ratio analysis by biosynthetic fractional 13C labeling and two-dimen-
sional NMR spectroscopy. Metab. Eng. 1, 189–197 (1999)
14. de Graaf, A.A., Mahle, M., Mollney, M., Wiechert, W., Stahmann, P.,
Sahm, H.: Determination of full 13C isotopomer distributions for
metabolic flux analysis using heteronuclear spin echo difference NMR
spectroscopy. J. Biotechnol. 77, 25–35 (2000)
15. Wittmann, C.: Metabolic flux analysis using mass spectrometry. Adv.
Biochem. Eng. Biotechnol. 74, 39–64 (2002)
16. Jeffrey, F.M.H., Roach, J.S., Storey, C.J., Sherry, A.D., Malloy, C.R.:
13C isotopomer analysis of glutamate by tandem mass spectrometry.
Anal. Biochem. 300, 192–205 (2002)
17. Peng, L.F., Arauzo-Bravo, M.J., Shimizu, K.: Metabolic flux analysis
for a ppc mutant Escherichia coli based on 13C-labeling experiments
together with enzyme activity assays and intracellular metabolite
measurements. Fems. Microbiol. Lett. 235, 17–23 (2004)
Acknowledgments
The authors thank Yang Song for her contribution in the early
stages of this work, Mowei Zhou for his help on G2 Q-TOF,
and George Tsaprailis and Yelena Feinstein for access to the
AB/SCIEX 3000 QqQ and AB/SCIEX 4000 QTRAP mass
spectrometers at the Arizona Proteomics Consortium, The
University of Arizona. The AB/SCIEX 4000 QTRAP mass
spectrometer was provided by NIH/NCRR Grant
1S10RR022384-01. The authors are also grateful to Dr. Yayoi
Hongo (RIKEN, Wako, Japan) and David R. Bush (The
University of Arizona) for fruitful discussions, and Dr.
Kanamatsu (Soka University, Tokyo, Japan) and Dr. Takatori
(Meiji Pharmaceutical University, Tokyo, Japan) for kindly
providing [4-13C] – Gln and [4-13C] – Glu, respectively, which
are not commercially available. This work was financially
supported by NIH/NIAID Grant R01AI088092 (to PYS).
18. Shimizu, K.: Metabolic flux analysis based on 13C-labeling experiments
and integration of the information with gene and protein expression
patterns. Adv. Biochem. Eng. Biotechnol. 91, 1–49 (2004)
19. Wittmann, C.: Fluxome analysis using GC-MS. Microb. Cell Fact. 6, 6
(2007)
20. Kamleh, M.A., Dow, J.A., Watson, D.G.: Applications of mass
spectrometry in metabolomic studies of animal model and invertebrate
systems. Brief. Funct. Genomics Proteomics. 8, 28–48 (2009)
21. Piraud, M., Vianey-Saban, C., Petritis, K., Elfakir, C., Steghens, J.P.,
Morla, A., Bouchu, D.: ESI-MS/MS analysis of underivatised amino
acids: a new tool for the diagnosis of inherited disorders of amino acid
metabolism. Fragmentation study of 79 molecules of biological interest
in positive and negative ionisation mode. Rapid Commun. Mass
Spectrom. 17, 1297–1311 (2003)
22. Harrison, A.G.: Ion chemistry of protonated glutamic acid derivatives.
Int. J. Mass Spectrom. 210, 361–370 (2001)
23. Harrison, A.G.: Fragmentation reactions of protonated peptides con-
taining glutamine or glutamic acid. J. Mass Spectrom. 38, 174–187
(2003)
24. Harrison, A.G.: To b or not to b: the ongoing saga of peptide b ions.
Mass Spectrom. Rev. 28, 640–654 (2009)
25. Presser, A., Hufner, A.: Trimethylsilyldiazomethane - A mild and
efficient reagent for the methylation of carboxylic acids and alcohols in
natural products. Monatsh. Chem. 135, 1015–1022 (2004)
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