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Multi-Laboratory Assessment Reveals Variable Ion Species Profiles in Electrospray Ionization Mass Spectrometry

  • Melanie T Odenkirk
  • , Jacqueline M Chaparro
  • , Nathan T Montgomery
  • , Katrina L Leaptrot
  • , Stacy D Sherrod
  • , Jody C May
  • , Henriëtte van Eekelen
  • , Bert Schipper
  • , Juliana Chaura
  • , Gabriel Esteban Velez
  • , Wimonphan Chathiran
  • , Cole R Michel
  • , Katrina A Doenges
  • , Richard Reisdorph
  • , Mari Maeda-Yamamoto
  • , Luis Valdiviez
  • , Uri Keshet
  • , Jeremiah Wells
  • , Scott Mackell
  • , David Bell
  • Sebastian Tapia Leiva, Simon Partridge, Daniela Rago, Linda Ahonen, Yuki Ito, Margaret L Read, John C Evans, Macy J Gruszczynski, Leokadja Szalach, Stephen C Boyko, Steven Watkins, Rodrigo Ledesma Amaro, Oliver Fiehn, Nichole Reisdorph, Warangkana Srichamnong, Andres Jaramillo-Botero, Ric C H de Vos, Robert D Hall, John A McLean, Corey D Broeckling, Jessica E Prenni
  • Colorado State University
  • Vanderbilt University
  • Wageningen University & Research
  • Pontificia Universidad Javeriana Cali
  • Mahidol University
  • National Agriculture and Food Research Organization
  • West Coast Metabolomics Center
  • Imperial College London
  • Shimadzu Corporation
  • Verso Biosciences

Research output: Contribution to journalJournal articleResearchpeer-review

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Abstract

Electrospray ionization (ESI) is a foundational technique in mass spectrometry (MS) widely applied to measure nonvolatile molecules in diverse chemical and biological samples. Yet variation in ESI-MS instrumentation, operating settings, and parameters such as solvent composition creates specific, local ionization environments that drive the formation of select ion species for individual analytes. As ESI continues to advance analytical discovery, understanding the extent to which variation in ion species formation impacts intra- and inter-experimental results is essential. Here, we assessed ion species formation by analyzing an internal retention time standard (IRTS) mixture across ten laboratories employing high-resolution ESI-MS instrumentation from four vendors (Agilent Technologies, ThermoFisher Scientific, Shimadzu Corporation, and Waters Corporation). Instrument vendors were considered not as a benchmark of performance, but as a practical framework to capture differences in source design, ion optics, and analyzer/detectors that are inherently coupled to commercial platforms. Despite the use of standardized extraction and chromatographic protocols, differences in instrument configuration, source conditions, and method execution resulted in variation in ion species formation across vendors, among laboratories using instruments from the same vendor, and even within individual laboratories. These findings demonstrate that, even with standardized methods, the collective influence of local ionization environments on ion species formation remains a critical obstacle for interpreting LC-MS small molecule data and improving reproducibility and comparability across studies.
Original languageEnglish
JournalJournal of the American Society for Mass Spectrometry
Volume37
Issue number6
Pages (from-to)1376–1390
ISSN1044-0305
DOIs
Publication statusPublished - 2026

Keywords

  • Electrospray (ESI)
  • Ionization
  • Mass spectrometry (MS)
  • Metabolomics
  • Molecule

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