ac070346t_si_001.pdf (2.32 MB)
Stable Isotope Assisted Assignment of Elemental Compositions for Metabolomics
journal contributionposted on 2007-09-15, 00:00 authored by Adrian D. Hegeman, Christopher F. Schulte, Qiu Cui, Ian A. Lewis, Edward L. Huttlin, Hamid Eghbalnia, Amy C. Harms, Eldon L. Ulrich, John L. Markley, Michael R. Sussman
Assignment of individual compound identities within mixtures of thousands of metabolites in biological extracts is a major challenge for metabolomic technology. Mass spectrometry offers high sensitivity over a large dynamic range of abundances and molecular weights but is limited in its capacity to discriminate isobaric compounds. In this article, we have extended earlier studies using isotopic labeling for elemental composition elucidation (Rodgers, R. P.; Blumer, E. N.; Hendrickson, C. L.; Marshall, A. G. J. Am. Soc. Mass Spectrom. 2000, 11, 835−40) to limit the formulas consistent with any exact mass measurement by comparing observations of metabolites extracted from Arabidopsis thaliana plants grown with (I) 12C and 14N (natural abundance), (II) 12C and 15N, (III) 13C and 14N, or (IV) 13C and 15N. Unique elemental compositions were determined over a dramatically enhanced mass range by analyzing exact mass measurement data from the four extracts using two methods. In the first, metabolite masses were matched with a library of 11 000 compounds known to be present in living cells by using values calculated for each of the four isotopic conditions. In the second method, metabolite masses were searched against masses calculated for a constrained subset of possible atomic combinations in all four isotopic regimes. In both methods, the lists of elemental compositions from each labeling regime were compared to find common formulas with similar retention properties by HPLC in at least three of the four regimes. These results demonstrate that metabolic labeling can be used to provide additional constraints for higher confidence formula assignments over an extended mass range.