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A comprehensive LFQ benchmark dataset on modern day acquisition strategies in proteomics

View ORCID ProfileBart Van Puyvelde, View ORCID ProfileSimon Daled, View ORCID ProfileSander Willems, View ORCID ProfileRalf Gabriels, View ORCID ProfileAnne Gonzalez de Peredo, Karima Chaoui, View ORCID ProfileEmmanuelle Mouton-Barbosa, David Bouyssié, View ORCID ProfileKurt Boonen, Christopher J. Hughes, View ORCID ProfileLee A. Gethings, View ORCID ProfileYasset Perez-Riverol, View ORCID ProfileNic Bloomfield, View ORCID ProfileStephen Tate, View ORCID ProfileOdile Schiltz, View ORCID ProfileLennart Martens, View ORCID ProfileDieter Deforce, View ORCID ProfileMaarten Dhaenens
doi: https://doi.org/10.1101/2021.11.24.469852
Bart Van Puyvelde
1ProGenTomics, Laboratory of Pharmaceutical Biotechnology, Ghent University, Ghent, Belgium
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Simon Daled
1ProGenTomics, Laboratory of Pharmaceutical Biotechnology, Ghent University, Ghent, Belgium
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Sander Willems
2Department of Proteomics and Signal Transduction, Max Planck Institute of Biochemistry, Martinsried, Germany
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Ralf Gabriels
3VIB-UGent Center for Medical Biotechnology, VIB, 9000 Ghent, Belgium
4Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium
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Anne Gonzalez de Peredo
5Institut de Pharmacologie et de Biologie Structural (IPBS), Université de Toulouse, CNRS, UPS, Toulouse, France
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Karima Chaoui
5Institut de Pharmacologie et de Biologie Structural (IPBS), Université de Toulouse, CNRS, UPS, Toulouse, France
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Emmanuelle Mouton-Barbosa
5Institut de Pharmacologie et de Biologie Structural (IPBS), Université de Toulouse, CNRS, UPS, Toulouse, France
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David Bouyssié
5Institut de Pharmacologie et de Biologie Structural (IPBS), Université de Toulouse, CNRS, UPS, Toulouse, France
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Kurt Boonen
6VITO Health, Mol, Belgium
7Centre for Proteomics, University of Antwerpen, Antwerp, Belgium
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Christopher J. Hughes
8Waters Corporation, Wilmslow, UK
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Lee A. Gethings
8Waters Corporation, Wilmslow, UK
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Yasset Perez-Riverol
9European Molecular Biology Laboratory, European Bioinformatics Institute, Wellcome Genome Campus, Hinxton, UK
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Nic Bloomfield
10Sciex, Concord, Ontario, Canada
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Stephen Tate
10Sciex, Concord, Ontario, Canada
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Odile Schiltz
5Institut de Pharmacologie et de Biologie Structural (IPBS), Université de Toulouse, CNRS, UPS, Toulouse, France
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Lennart Martens
3VIB-UGent Center for Medical Biotechnology, VIB, 9000 Ghent, Belgium
4Department of Biomolecular Medicine, Ghent University, 9000 Ghent, Belgium
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Dieter Deforce
1ProGenTomics, Laboratory of Pharmaceutical Biotechnology, Ghent University, Ghent, Belgium
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Maarten Dhaenens
1ProGenTomics, Laboratory of Pharmaceutical Biotechnology, Ghent University, Ghent, Belgium
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  • ORCID record for Maarten Dhaenens
  • For correspondence: maarten.dhaenens@ugent.be
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Abstract

In the last decade, a revolution in liquid chromatography-mass spectrometry (LC-MS) based proteomics was unfolded with the introduction of dozens of novel instruments that incorporate additional data dimensions through innovative acquisition methodologies, in turn inspiring specialized data analysis pipelines. Simultaneously, a growing number of proteomics datasets have been made publicly available through data repositories such as ProteomeXchange, Zenodo and Skyline Panorama. However, developing algorithms to mine this data and assessing the performance on different platforms is currently hampered by the lack of a single benchmark experimental design. Therefore, we acquired a hybrid proteome mixture on different instrument platforms and in all currently available families of data acquisition. Here, we present a comprehensive Data-Dependent and Data-Independent Acquisition (DDA/DIA) dataset acquired using several of the most commonly used current day instrumental platforms. The dataset consists of over 700 LC-MS runs, including adequate replicates allowing robust statistics and covering over nearly 10 different data formats, including scanning quadrupole and ion mobility enabled acquisitions. Datasets are available via ProteomeXchange (PXD028735).

Competing Interest Statement

Chris Hughes and Lee Gethings are employed by Waters Corporation. Nic Bloomfield and Stephen Tate are employed by Sciex.

Footnotes

  • https://panoramaweb.org/LFQBenchmark.url

  • https://zenodo.org/record/5714380#.YZ49otDMKUk

  • http://proteomecentral.proteomexchange.org/cgi/GetDataset?ID=PXD028735

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY 4.0 International license.
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Posted December 20, 2021.
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A comprehensive LFQ benchmark dataset on modern day acquisition strategies in proteomics
Bart Van Puyvelde, Simon Daled, Sander Willems, Ralf Gabriels, Anne Gonzalez de Peredo, Karima Chaoui, Emmanuelle Mouton-Barbosa, David Bouyssié, Kurt Boonen, Christopher J. Hughes, Lee A. Gethings, Yasset Perez-Riverol, Nic Bloomfield, Stephen Tate, Odile Schiltz, Lennart Martens, Dieter Deforce, Maarten Dhaenens
bioRxiv 2021.11.24.469852; doi: https://doi.org/10.1101/2021.11.24.469852
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A comprehensive LFQ benchmark dataset on modern day acquisition strategies in proteomics
Bart Van Puyvelde, Simon Daled, Sander Willems, Ralf Gabriels, Anne Gonzalez de Peredo, Karima Chaoui, Emmanuelle Mouton-Barbosa, David Bouyssié, Kurt Boonen, Christopher J. Hughes, Lee A. Gethings, Yasset Perez-Riverol, Nic Bloomfield, Stephen Tate, Odile Schiltz, Lennart Martens, Dieter Deforce, Maarten Dhaenens
bioRxiv 2021.11.24.469852; doi: https://doi.org/10.1101/2021.11.24.469852

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