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Correcting for the effects of natural abundance in stable isotope resolved metabolomics experiments involving ultra-high resolution mass spectrometry
BACKGROUND: Stable isotope tracing with ultra-high resolution Fourier transform-ion cyclotron resonance-mass spectrometry (FT-ICR-MS) can provide simultaneous determination of hundreds to thousands of metabolite isotopologue species without the need for chromatographic separation. Therefore, this ex...
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Formato: | Texto |
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BioMed Central
2010
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2848236/ https://www.ncbi.nlm.nih.gov/pubmed/20236542 http://dx.doi.org/10.1186/1471-2105-11-139 |
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author | Moseley, Hunter NB |
author_facet | Moseley, Hunter NB |
author_sort | Moseley, Hunter NB |
collection | PubMed |
description | BACKGROUND: Stable isotope tracing with ultra-high resolution Fourier transform-ion cyclotron resonance-mass spectrometry (FT-ICR-MS) can provide simultaneous determination of hundreds to thousands of metabolite isotopologue species without the need for chromatographic separation. Therefore, this experimental metabolomics methodology may allow the tracing of metabolic pathways starting from stable-isotope-enriched precursors, which can improve our mechanistic understanding of cellular metabolism. However, contributions to the observed intensities arising from the stable isotope's natural abundance must be subtracted (deisotoped) from the raw isotopologue peaks before interpretation. Previously posed deisotoping problems are sidestepped due to the isotopic resolution and identification of individual isotopologue peaks. This peak resolution and identification come from the very high mass resolution and accuracy of FT-ICR-MS and present an analytically solvable deisotoping problem, even in the context of stable-isotope enrichment. RESULTS: We present both a computationally feasible analytical solution and an algorithm to this newly posed deisotoping problem, which both work with any amount of (13)C or (15)N stable-isotope enrichment. We demonstrate this algorithm and correct for the effects of (13)C natural abundance on a set of raw isotopologue intensities for a specific phosphatidylcholine lipid metabolite derived from a (13)C-tracing experiment. CONCLUSIONS: Correction for the effects of (13)C natural abundance on a set of raw isotopologue intensities is computationally feasible when the raw isotopologues are isotopically resolved and identified. Such correction makes qualitative interpretation of stable isotope tracing easier and is required before attempting a more rigorous quantitative interpretation of the isotopologue data. The presented implementation is very robust with increasing metabolite size. Error analysis of the algorithm will be straightforward due to low relative error from the implementation itself. Furthermore, the algorithm may serve as an independent quality control measure for a set of observed isotopologue intensities. |
format | Text |
id | pubmed-2848236 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2010 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-28482362010-04-01 Correcting for the effects of natural abundance in stable isotope resolved metabolomics experiments involving ultra-high resolution mass spectrometry Moseley, Hunter NB BMC Bioinformatics Methodology article BACKGROUND: Stable isotope tracing with ultra-high resolution Fourier transform-ion cyclotron resonance-mass spectrometry (FT-ICR-MS) can provide simultaneous determination of hundreds to thousands of metabolite isotopologue species without the need for chromatographic separation. Therefore, this experimental metabolomics methodology may allow the tracing of metabolic pathways starting from stable-isotope-enriched precursors, which can improve our mechanistic understanding of cellular metabolism. However, contributions to the observed intensities arising from the stable isotope's natural abundance must be subtracted (deisotoped) from the raw isotopologue peaks before interpretation. Previously posed deisotoping problems are sidestepped due to the isotopic resolution and identification of individual isotopologue peaks. This peak resolution and identification come from the very high mass resolution and accuracy of FT-ICR-MS and present an analytically solvable deisotoping problem, even in the context of stable-isotope enrichment. RESULTS: We present both a computationally feasible analytical solution and an algorithm to this newly posed deisotoping problem, which both work with any amount of (13)C or (15)N stable-isotope enrichment. We demonstrate this algorithm and correct for the effects of (13)C natural abundance on a set of raw isotopologue intensities for a specific phosphatidylcholine lipid metabolite derived from a (13)C-tracing experiment. CONCLUSIONS: Correction for the effects of (13)C natural abundance on a set of raw isotopologue intensities is computationally feasible when the raw isotopologues are isotopically resolved and identified. Such correction makes qualitative interpretation of stable isotope tracing easier and is required before attempting a more rigorous quantitative interpretation of the isotopologue data. The presented implementation is very robust with increasing metabolite size. Error analysis of the algorithm will be straightforward due to low relative error from the implementation itself. Furthermore, the algorithm may serve as an independent quality control measure for a set of observed isotopologue intensities. BioMed Central 2010-03-17 /pmc/articles/PMC2848236/ /pubmed/20236542 http://dx.doi.org/10.1186/1471-2105-11-139 Text en Copyright ©2010 Moseley; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Methodology article Moseley, Hunter NB Correcting for the effects of natural abundance in stable isotope resolved metabolomics experiments involving ultra-high resolution mass spectrometry |
title | Correcting for the effects of natural abundance in stable isotope resolved metabolomics experiments involving ultra-high resolution mass spectrometry |
title_full | Correcting for the effects of natural abundance in stable isotope resolved metabolomics experiments involving ultra-high resolution mass spectrometry |
title_fullStr | Correcting for the effects of natural abundance in stable isotope resolved metabolomics experiments involving ultra-high resolution mass spectrometry |
title_full_unstemmed | Correcting for the effects of natural abundance in stable isotope resolved metabolomics experiments involving ultra-high resolution mass spectrometry |
title_short | Correcting for the effects of natural abundance in stable isotope resolved metabolomics experiments involving ultra-high resolution mass spectrometry |
title_sort | correcting for the effects of natural abundance in stable isotope resolved metabolomics experiments involving ultra-high resolution mass spectrometry |
topic | Methodology article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2848236/ https://www.ncbi.nlm.nih.gov/pubmed/20236542 http://dx.doi.org/10.1186/1471-2105-11-139 |
work_keys_str_mv | AT moseleyhunternb correctingfortheeffectsofnaturalabundanceinstableisotoperesolvedmetabolomicsexperimentsinvolvingultrahighresolutionmassspectrometry |