Abstract
NMR-based approach to metabolomics typically involves the collection of two-dimensional (2D) heteronuclear correlation spectra for identification and assignment of metabolites. In case of spectral overlap, a 3D spectrum becomes necessary, which is hampered by slow data acquisition for achieving sufficient resolution. We describe here a method to simultaneously acquire three spectra (one 3D and two 2D) in a single data set, which is based on a combination of different fast data acquisition techniques such as G-matrix Fourier transform (GFT) NMR spectroscopy, parallel data acquisition and non-uniform sampling. The following spectra are acquired simultaneously: (1) 13C multiplicity edited GFT (3,2)D HSQC-TOCSY, (2) 2D [ 1H- 1H] TOCSY and (3) 2D [ 13C- 1H] HETCOR. The spectra are obtained at high resolution and provide high-dimensional spectral information for resolving ambiguities. While the GFT spectrum has been shown previously to provide good resolution, the editing of spin systems based on their CH multiplicities further resolves the ambiguities for resonance assignments. The experiment is demonstrated on a mixture of 21 metabolites commonly observed in metabolomics. The spectra were acquired at natural abundance of 13C. This is the first application of a combination of three fast NMR methods for small molecules and opens up new avenues for high-throughput approaches for NMR-based metabolomics.
References
Beckonert O, Keun H C, Ebbels T M, Bundy J, Holmes E, Lindon J C and Nicholson J K 2007 Nat. Protoc. 2 2692
Lindon J C, Nicholson J K, Holmes E and Everett J R 2000 Concept. Magnetic. Res. 12 289
Zheng C, Zhang S, Ragg S, Raftery D and Vitek O 2011 Bioinformatics 27 1637
Lanza I R, Zhang S, Ward L E, Karakelides H, Raftery D and Nair K S 2010 PloS One 5 e10538
Roux A, Lison D, Junot C and Heilier J -F 2011 Clinic. Biochem. 44 119
Gowda G N, Shanaiah N and Raftery D 2012 In Isotope Labeling in Biomolecular NMR (Location: Springer) p. 147
Smolinska A, Blanchet L, Buydens L M C and Wijmenga S S 2012 Anal. Chim. Acta. 750 82
Guennec A L, Giraudeau P and Caldarelli S 2014 Anal. Chem. 86 5946
Mishkovsky M and Frydman L 2009 An. Rev. Phys. Chem. 60 429
Shrot Y, Shapira B and Frydman L 2004 J. Magn. Reson. 171 163
Shapira B, Karton A, Aronzon D and Frydman L 2004 J. Am. Chem. Soc. 126 1262
Shrot Y and Frydman L 2003 J. Am. Chem. Soc. 125 11385
Frydman L, Lupulescu A and Scherf T 2003 J. Am. Chem. Soc. 125 9204
Kupce E, Nishida T and Freeman R 2003 Prog. Nucl. Magn. Reson. Spectr. 42 95
Szyperski T, Wider G, Bushweller J H and Wüthrich K 1993 J. Am. Chem. Soc. 115 9307
Mishkovsky M, Kupce E and Frydman L 2007 J. Chem. Phys. 127
Freeman R and Kupce E 2006 Curr. Analy. Chem. 2 101
Hiller S, Fiorito F, Wuthrich K and Wider G 2005 Proc. Nation. Acad. Sci. USA 102 10876
Kupce E and Freeman R 2003 J. Am. Chem. Soc. 125 13958
Xia Y L, Zhu G, Veeraraghavan S and Gao X L 2004 J. Biomol. NMR 29 467
Kim S and Szyperski T 2004 J. Biomol. NMR 28 117
Kim S and Szyperski T 2003 J. Am. Chem. Soc. 125 1385
Zhang Q, Atreya H S, Kamen D E, Girvin M E and Szyperski T 2008 J. Biomol. NMR 40 157
Franks W T, Atreya H S, Szyperski T and Rienstra C M 2010 J. Biomol. NMR 48 213
Kupče E, Freeman R and John B K 2006 J. Am. Chem. Soc. 128 9606
Kupče E and Kay L E 2012 J. Biomol. NMR 54 1
Bruschweiler R and Zhang F L 2004 J. Chem. Phys. 120 5253
Snyder D A, Zhang F and Brueschweiler R 2007 J.Biomol. NMR 39 165
Schmieder P, Stern A S, Wagner G and Hoch J C 1993 J. Biomol. NMR 3 569
Rovnyak D, Frueh D P, Sastry M, Sun Z Y J, Stern A S, Hoch J C and Wagner G 2004 J. Magn. Reson. 170 15
Hyberts S G, Frueh D P, Arthanari H and Wagner G 2009 J. Biomol. NMR 45 283
Schanda P, Kupce E and Brutscher B 2005 J. Biomol. NMR 33 199
Kern T, Schanda P and Brutscher B 2008 J. Magn. Reson. 190 333
Arnero C, Schanda P, Dura M A, Ayala I, Marion D, Franzetti B, Brutscher B and Boisbouvier J 2009 J. Am. Chem. Soc. 131 3448
Maciejewski M W, Qui H, H Z R. I, Mobli M and Hoch J C 2009 J. Magn. Reson. 199 88
Pudakalakatti S M, Dubey A, Jaipuria G, Shubhashree U, Adiga S, Moskau D and Atreya H S 2014 J. Biomol. NMR 58 165
Ulrich E L, Akutsu H, Doreleijers J F, Harano Y, Ioannidis Y E, Lin J, Livny M, Mading S, Maziuk D, Miller Z, Nakatani E, Schulte C F, Tolmie D E, Kent Wenger R, Yao H and Markley J L 2008 Nucl. Acid. Resear. 36 D402
Delaglio F, Grzesiek S, Vuister G W, Zhu G, Pfeifer J and Bax A J 1995 Biomol. NMR 6 277
Bartels C, Xia T H, Billeter M, Güntert P and Wüthrich K 1995 J. Biomol. NMR 6 1
Hoch J C, Stern A S, Donoho D L and Johnstone I M 1990 J. Magn. Reson. 86 236
Sanders C R and Prestegard J H 1991 J. Am. Chem. Soc. 113 1987
Hoch J C and Stern A S 1996 In NMR Data Processing 1st edition (New York: Wiley-Liss)
Hoch J C and Stern A S 2001 Nucl. Magn. Reson. Bio. Macromol. Part A 338 159
Orekhov V Y, Ibraghimov I M and Billeter M 2003 J. Biomol. NMR 27 165
Tugarinov V, Kay L E, Ibraghimov I and Orekhov V Y 2005 J. Am. Chem. Soc. 127 2767
Pudakalakatti S M, Chandra K, Thirupathi R and Atreya H S 2014 Chem. Eur. J. 20 15719
Acknowledgements
The facilities provided by NMR Research Centre supported by Department of Science and Technology (DST), India, is gratefully acknowledged. HSA acknowledges support from DST (Grant no: No. IR/ S0/LU-007/20110/1) and DAE-BRNS research grants.
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Figure S1, chemical shift assignments of metabolites mapped on to the 2D HETCOR spectrum and Table S1, list of chemical shift assignments of the metabolites obtained using the dual receiver experiments are available at www.ias.ac.in/chemsci.
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PUDAKALAKATTI, S.M., DUBEY, A. & ATREYA, H.S. Simultaneous acquisition of three NMR spectra in a single experiment for rapid resonance assignments in metabolomics. J Chem Sci 127, 1091–1097 (2015). https://doi.org/10.1007/s12039-015-0868-0
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DOI: https://doi.org/10.1007/s12039-015-0868-0