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A Flexible Tool to Correct Superimposed Mass Isotopologue Distributions in GC-APCI-MS Flux Experiments

The investigation of metabolic fluxes and metabolite distributions within cells by means of tracer molecules is a valuable tool to unravel the complexity of biological systems. Technological advances in mass spectrometry (MS) technology such as atmospheric pressure chemical ionization (APCI) coupled...

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Detalles Bibliográficos
Autores principales: Langenhan, Jennifer, Jaeger, Carsten, Baum, Katharina, Simon, Mareike, Lisec, Jan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9144802/
https://www.ncbi.nlm.nih.gov/pubmed/35629912
http://dx.doi.org/10.3390/metabo12050408
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author Langenhan, Jennifer
Jaeger, Carsten
Baum, Katharina
Simon, Mareike
Lisec, Jan
author_facet Langenhan, Jennifer
Jaeger, Carsten
Baum, Katharina
Simon, Mareike
Lisec, Jan
author_sort Langenhan, Jennifer
collection PubMed
description The investigation of metabolic fluxes and metabolite distributions within cells by means of tracer molecules is a valuable tool to unravel the complexity of biological systems. Technological advances in mass spectrometry (MS) technology such as atmospheric pressure chemical ionization (APCI) coupled with high resolution (HR), not only allows for highly sensitive analyses but also broadens the usefulness of tracer-based experiments, as interesting signals can be annotated de novo when not yet present in a compound library. However, several effects in the APCI ion source, i.e., fragmentation and rearrangement, lead to superimposed mass isotopologue distributions (MID) within the mass spectra, which need to be corrected during data evaluation as they will impair enrichment calculation otherwise. Here, we present and evaluate a novel software tool to automatically perform such corrections. We discuss the different effects, explain the implemented algorithm, and show its application on several experimental datasets. This adjustable tool is available as an R package from CRAN.
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spelling pubmed-91448022022-05-29 A Flexible Tool to Correct Superimposed Mass Isotopologue Distributions in GC-APCI-MS Flux Experiments Langenhan, Jennifer Jaeger, Carsten Baum, Katharina Simon, Mareike Lisec, Jan Metabolites Article The investigation of metabolic fluxes and metabolite distributions within cells by means of tracer molecules is a valuable tool to unravel the complexity of biological systems. Technological advances in mass spectrometry (MS) technology such as atmospheric pressure chemical ionization (APCI) coupled with high resolution (HR), not only allows for highly sensitive analyses but also broadens the usefulness of tracer-based experiments, as interesting signals can be annotated de novo when not yet present in a compound library. However, several effects in the APCI ion source, i.e., fragmentation and rearrangement, lead to superimposed mass isotopologue distributions (MID) within the mass spectra, which need to be corrected during data evaluation as they will impair enrichment calculation otherwise. Here, we present and evaluate a novel software tool to automatically perform such corrections. We discuss the different effects, explain the implemented algorithm, and show its application on several experimental datasets. This adjustable tool is available as an R package from CRAN. MDPI 2022-04-29 /pmc/articles/PMC9144802/ /pubmed/35629912 http://dx.doi.org/10.3390/metabo12050408 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Langenhan, Jennifer
Jaeger, Carsten
Baum, Katharina
Simon, Mareike
Lisec, Jan
A Flexible Tool to Correct Superimposed Mass Isotopologue Distributions in GC-APCI-MS Flux Experiments
title A Flexible Tool to Correct Superimposed Mass Isotopologue Distributions in GC-APCI-MS Flux Experiments
title_full A Flexible Tool to Correct Superimposed Mass Isotopologue Distributions in GC-APCI-MS Flux Experiments
title_fullStr A Flexible Tool to Correct Superimposed Mass Isotopologue Distributions in GC-APCI-MS Flux Experiments
title_full_unstemmed A Flexible Tool to Correct Superimposed Mass Isotopologue Distributions in GC-APCI-MS Flux Experiments
title_short A Flexible Tool to Correct Superimposed Mass Isotopologue Distributions in GC-APCI-MS Flux Experiments
title_sort flexible tool to correct superimposed mass isotopologue distributions in gc-apci-ms flux experiments
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9144802/
https://www.ncbi.nlm.nih.gov/pubmed/35629912
http://dx.doi.org/10.3390/metabo12050408
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