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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 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 isThe 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.zeige mehrzeige weniger

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Metadaten
Verfasserangaben:Jennifer Langenhan, Carsten Jaeger, Katharina BaumORCiDGND, Mareike Simon, Jan LisecORCiD
DOI:https://doi.org/10.3390/metabo12050408
ISSN:2218-1989
Pubmed ID:https://pubmed.ncbi.nlm.nih.gov/35629912
Titel des übergeordneten Werks (Englisch):Metabolites
Verlag:MDPI
Verlagsort:Basel
Publikationstyp:Wissenschaftlicher Artikel
Sprache:Englisch
Datum der Erstveröffentlichung:29.04.2022
Erscheinungsjahr:2022
Datum der Freischaltung:12.04.2024
Freies Schlagwort / Tag:CorMID; R package; atmospheric pressure chemical ionization; enrichment calculation; experiments; flux; mass isotopologue distribution
Band:12
Ausgabe:5
Aufsatznummer:408
Seitenanzahl:10
Fördernde Institution:SALSA (School of Analytical Sciences Adlershof, Albert-Einstein-Strasse; Berlin, Germany)
Organisationseinheiten:An-Institute / Hasso-Plattner-Institut für Digital Engineering gGmbH
DDC-Klassifikation:5 Naturwissenschaften und Mathematik / 52 Astronomie / 520 Astronomie und zugeordnete Wissenschaften
Peer Review:Referiert
Publikationsweg:Open Access / Gold Open-Access
DOAJ gelistet
Lizenz (Deutsch):License LogoCC-BY - Namensnennung 4.0 International
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