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Multi-laboratory assessment of reproducibility, qualitative and quantitative performance of SWATH-mass spectrometry

Author

Listed:
  • Ben C. Collins

    (Institute of Molecular Systems Biology)

  • Christie L. Hunter

    (SCIEX)

  • Yansheng Liu

    (Institute of Molecular Systems Biology)

  • Birgit Schilling

    (Buck Institute for Research on Aging)

  • George Rosenberger

    (Institute of Molecular Systems Biology
    University of Zurich and ETH Zurich)

  • Samuel L. Bader

    (Institute for Systems Biology)

  • Daniel W. Chan

    (Johns Hopkins University School of Medicine)

  • Bradford W. Gibson

    (Buck Institute for Research on Aging
    University of California)

  • Anne-Claude Gingras

    (Lunenfeld-Tanenbaum Research Institute, Sinai Health System
    University of Toronto)

  • Jason M. Held

    (Washington University School of Medicine, 660 South Euclid Avenue)

  • Mio Hirayama-Kurogi

    (Faculty of Life Sciences, Kumamoto University, 5-1 Oe-honmachi)

  • Guixue Hou

    (Proteomics Division, BGI-Shenzhen)

  • Christoph Krisp

    (Macquarie University)

  • Brett Larsen

    (Lunenfeld-Tanenbaum Research Institute, Sinai Health System)

  • Liang Lin

    (Proteomics Division, BGI-Shenzhen)

  • Siqi Liu

    (Proteomics Division, BGI-Shenzhen)

  • Mark P. Molloy

    (Macquarie University)

  • Robert L. Moritz

    (Institute for Systems Biology)

  • Sumio Ohtsuki

    (Faculty of Life Sciences, Kumamoto University, 5-1 Oe-honmachi)

  • Ralph Schlapbach

    (ETH Zurich/University of Zurich)

  • Nathalie Selevsek

    (ETH Zurich/University of Zurich)

  • Stefani N. Thomas

    (Johns Hopkins University School of Medicine)

  • Shin-Cheng Tzeng

    (Washington University School of Medicine, 660 South Euclid Avenue)

  • Hui Zhang

    (Johns Hopkins University School of Medicine)

  • Ruedi Aebersold

    (Institute of Molecular Systems Biology
    University of Zurich)

Abstract

Quantitative proteomics employing mass spectrometry is an indispensable tool in life science research. Targeted proteomics has emerged as a powerful approach for reproducible quantification but is limited in the number of proteins quantified. SWATH-mass spectrometry consists of data-independent acquisition and a targeted data analysis strategy that aims to maintain the favorable quantitative characteristics (accuracy, sensitivity, and selectivity) of targeted proteomics at large scale. While previous SWATH-mass spectrometry studies have shown high intra-lab reproducibility, this has not been evaluated between labs. In this multi-laboratory evaluation study including 11 sites worldwide, we demonstrate that using SWATH-mass spectrometry data acquisition we can consistently detect and reproducibly quantify >4000 proteins from HEK293 cells. Using synthetic peptide dilution series, we show that the sensitivity, dynamic range and reproducibility established with SWATH-mass spectrometry are uniformly achieved. This study demonstrates that the acquisition of reproducible quantitative proteomics data by multiple labs is achievable, and broadly serves to increase confidence in SWATH-mass spectrometry data acquisition as a reproducible method for large-scale protein quantification.

Suggested Citation

  • Ben C. Collins & Christie L. Hunter & Yansheng Liu & Birgit Schilling & George Rosenberger & Samuel L. Bader & Daniel W. Chan & Bradford W. Gibson & Anne-Claude Gingras & Jason M. Held & Mio Hirayama-, 2017. "Multi-laboratory assessment of reproducibility, qualitative and quantitative performance of SWATH-mass spectrometry," Nature Communications, Nature, vol. 8(1), pages 1-12, December.
  • Handle: RePEc:nat:natcom:v:8:y:2017:i:1:d:10.1038_s41467-017-00249-5
    DOI: 10.1038/s41467-017-00249-5
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    Cited by:

    1. Yi Yang & Guoquan Yan & Siyuan Kong & Mengxi Wu & Pengyuan Yang & Weiqian Cao & Liang Qiao, 2021. "GproDIA enables data-independent acquisition glycoproteomics with comprehensive statistical control," Nature Communications, Nature, vol. 12(1), pages 1-15, December.
    2. Jina Yun & Simon Hansen & Otto Morris & David T. Madden & Clare Peters Libeu & Arjun J. Kumar & Cameron Wehrfritz & Aaron H. Nile & Yingnan Zhang & Lijuan Zhou & Yuxin Liang & Zora Modrusan & Michelle, 2023. "Senescent cells perturb intestinal stem cell differentiation through Ptk7 induced noncanonical Wnt and YAP signaling," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    3. Brian A. Hodge & Geoffrey T. Meyerhof & Subhash D. Katewa & Ting Lian & Charles Lau & Sudipta Bar & Nicole Y. Leung & Menglin Li & David Li-Kroeger & Simon Melov & Birgit Schilling & Craig Montell & P, 2022. "Dietary restriction and the transcription factor clock delay eye aging to extend lifespan in Drosophila Melanogaster," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    4. Hassan Gharibi & Ali Akbar Ashkarran & Maryam Jafari & Elizabeth Voke & Markita P. Landry & Amir Ata Saei & Morteza Mahmoudi, 2024. "A uniform data processing pipeline enables harmonized nanoparticle protein corona analysis across proteomics core facilities," Nature Communications, Nature, vol. 15(1), pages 1-9, December.
    5. Xiaofeng Liao & Wenxue Li & Hongyue Zhou & Barani Kumar Rajendran & Ao Li & Jingjing Ren & Yi Luan & David A. Calderwood & Benjamin Turk & Wenwen Tang & Yansheng Liu & Dianqing Wu, 2024. "The CUL5 E3 ligase complex negatively regulates central signaling pathways in CD8+ T cells," Nature Communications, Nature, vol. 15(1), pages 1-20, December.
    6. Kenneth A. Wilson & Sudipta Bar & Eric B. Dammer & Enrique M. Carrera & Brian A. Hodge & Tyler A. U. Hilsabeck & Joanna Bons & George W. Brownridge & Jennifer N. Beck & Jacob Rose & Melia Granath-Pane, 2024. "OXR1 maintains the retromer to delay brain aging under dietary restriction," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    7. Wenping Zhou & Wenxue Li & Shisheng Wang & Barbora Salovska & Zhenyi Hu & Bo Tao & Yi Di & Ujwal Punyamurtula & Benjamin E. Turk & William C. Sessa & Yansheng Liu, 2023. "An optogenetic-phosphoproteomic study reveals dynamic Akt1 signaling profiles in endothelial cells," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    8. Ali Akbar Ashkarran & Hassan Gharibi & Elizabeth Voke & Markita P. Landry & Amir Ata Saei & Morteza Mahmoudi, 2022. "Measurements of heterogeneity in proteomics analysis of the nanoparticle protein corona across core facilities," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    9. Alina C. Teuscher & Cyril Statzer & Anita Goyala & Seraina A. Domenig & Ingmar Schoen & Max Hess & Alexander M. Hofer & Andrea Fossati & Viola Vogel & Orcun Goksel & Ruedi Aebersold & Collin Y. Ewald, 2024. "Longevity interventions modulate mechanotransduction and extracellular matrix homeostasis in C. elegans," Nature Communications, Nature, vol. 15(1), pages 1-20, December.

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