A Novel Peak‐Shape Aware Approach for Mass Alignment in Mass Spectrometry

This paper presents a novel algorithm to reduce relative mass misalignment for mass spectrometry, validated on an extensive dataset. Thanks to the use of profile data, the peak shapes contribute to the computation of the warping function, and the warping function is approximated in a robust manner. An open-source Python implementation of the proposed methodology will be made accessible on GitHub: https://github.com/VanhemelThomas/psalign.

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Publication Details

Journal
Rapid Communications in Mass Spectrometry
Published
2025-11-30
DOI
https://doi.org/10.1002/rcm.10172
Primary Topic
Mass Spectrometry Techniques and Applications
Type
article
Field-Weighted Citation Impact
0.00

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article

A Novel Peak‐Shape Aware Approach for Mass Alignment in Mass Spectrometry

Bart De Moor, Tim Hendriks, Eva Cuypers, Melanie Nijs et al.
Rapid Communications in Mass Spectrometry
Mass Spectrometry Techniques and Applications
article

A Novel Peak‐Shape Aware Approach for Mass Alignment in Mass Spectrometry

Bart De Moor, Tim Hendriks, Eva Cuypers, Melanie Nijs, Thomas Vanhemel, Angeliki Birmpili
article en

Abstract

This paper presents a novel algorithm to reduce relative mass misalignment for mass spectrometry, validated on an extensive dataset. Thanks to the use of profile data, the peak shapes contribute to the computation of the warping function, and the warping function is approximated in a robust manner. An open-source Python implementation of the proposed methodology will be made accessible on GitHub: https://github.com/VanhemelThomas/psalign.

Rapid Communications in Mass SpectrometryVol. 40(4)
University of Antwerp (BE), Institute of Electrical and Electronics Engineers (US), Maastricht University (NL), KU Leuven (BE)
Agentschap Innoveren en Ondernemen, Vlaams Supercomputer Centrum, European Commission, Fonds Wetenschappelijk Onderzoek, KU Leuven, FOD Volksgezondheid, Veiligheid van de Voedselketen en Leefmilieu, Vlaamse regering, Interreg Vlaanderen-Nederland, Universitaire Ziekenhuizen Leuven, KU Leuven, Interreg
Openalex Percentile: Top 66%
Mass Spectrometry Techniques and Applications
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A Novel Peak‐Shape Aware Approach for Mass Alignment in Mass Spectrometry — Bart De Moor, Tim Hendriks, et al. · Rapid Communications in Mass Spectrometry (2025) | TGRS Research Map | TGRS