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

被引:401
作者
Collins, Ben C. [1 ]
Hunter, Christie L. [2 ]
Liu, Yansheng [1 ]
Schilling, Birgit [3 ]
Rosenberger, George [1 ,4 ,5 ]
Bader, Samuel L. [6 ]
Chan, Daniel W. [7 ]
Gibson, Bradford W. [3 ,8 ]
Gingras, Anne-Claude [9 ,10 ]
Held, Jason M. [11 ]
Hirayama-Kurogi, Mio [12 ]
Hou, Guixue [13 ]
Krisp, Christoph [14 ]
Larsen, Brett [9 ]
Lin, Liang [13 ]
Liu, Siqi [13 ]
Molloy, Mark P. [14 ]
Moritz, Robert L. [6 ]
Ohtsuki, Sumio [12 ]
Schlapbach, Ralph [15 ]
Selevsek, Nathalie [15 ]
Thomas, Stefani N. [7 ]
Tzeng, Shin-Cheng [11 ]
Zhang, Hui [7 ]
Aebersold, Ruedi [1 ,16 ]
机构
[1] ETH, Inst Mol Syst Biol, Dept Biol, CH-8093 Zurich, Switzerland
[2] SCIEX Ltd, 1201 Radio Rd, Redwood City, CA 94065 USA
[3] Buck Inst Res Aging, 8001 Redwood Blvd, Novato, CA 94945 USA
[4] Univ Zurich, Program Syst Biol, CH-8057 Zurich, Switzerland
[5] ETH, CH-8057 Zurich, Switzerland
[6] Inst Syst Biol, 401 Terry Ave North, Seattle, WA 98109 USA
[7] Johns Hopkins Univ, Sch Med, Dept Pathol, Clin Chem Div, Baltimore, MD 21231 USA
[8] Univ Calif San Francisco, Dept Pharmaceut Chem, San Francisco, CA 94143 USA
[9] Sinai Hlth Syst, Lunenfeld Tanenbaum Res Inst, Toronto, ON M5G 1X5, Canada
[10] Univ Toronto, Dept Mol Genet, Toronto, ON M5S 1A8, Canada
[11] Washington Univ, Sch Med, Dept Med & Anesthesiol, 660 South Euclid Ave, St Louis, MO 63110 USA
[12] Kumamoto Univ, Dept Pharmaceut Microbiol, Fac Life Sci, Chuo Ku, 5 1 Oe Honmachi, Kumamoto 8620973, Japan
[13] BGI Shenzhen, Prote Div, Shenzhen 518083, Peoples R China
[14] Macquarie Univ, APAF, Dept Chem & Biomol Sci, Sydney, NSW 2109, Australia
[15] Univ Zurich, Funct Genom Ctr Zurich, ETH, Winterthurerstr 190, CH-8057 Zurich, Switzerland
[16] Univ Zurich, Fac Sci, Zurich, Switzerland
基金
美国国家卫生研究院; 加拿大健康研究院; 瑞士国家科学基金会;
关键词
DATA-INDEPENDENT ACQUISITION; TARGETED ANALYSIS; HIGH-RESOLUTION; PEPTIDE IDENTIFICATION; ACCURATE MASS; TAG STRATEGY; MS DATA; PROTEOME; QUANTIFICATION; TIME;
D O I
10.1038/s41467-017-00249-5
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
收藏
页数:12
相关论文
共 73 条
[61]   Peptide-Centric Proteome Analysis: An Alternative Strategy for the Analysis of Tandem Mass Spectrometry Data [J].
Ting, Ying S. ;
Egertson, Jarrett D. ;
Payne, Samuel H. ;
Kim, Sangtae ;
MacLean, Brendan ;
Kall, Lukas ;
Aebersold, Ruedi ;
Smith, Richard D. ;
Noble, William Stafford ;
MacCoss, Michael J. .
MOLECULAR & CELLULAR PROTEOMICS, 2015, 14 (09) :2301-2307
[62]  
Tsou CC, 2015, NAT METHODS, V12, P258, DOI [10.1038/NMETH.3255, 10.1038/nmeth.3255]
[63]  
*US DEP HHS, 2013, GUIDANCE FOR INDUSTR
[64]   A systematic evaluation of normalization methods in quantitative label-free proteomics [J].
Valikangas, Tommi ;
Suomi, Tomi ;
Elo, Laura L. .
BRIEFINGS IN BIOINFORMATICS, 2018, 19 (01) :1-11
[65]   Automated approach for quantitative analysis of complex peptide mixtures from tandem mass spectra [J].
Venable, JD ;
Dong, MQ ;
Wohlschlegel, J ;
Dillin, A ;
Yates, JR .
NATURE METHODS, 2004, 1 (01) :39-45
[66]   The Proteomics Identifications (PRIDE) database and associated tools: status in 2013 [J].
Vizcaino, Juan Antonio ;
Cote, Richard G. ;
Csordas, Attila ;
Dianes, Jose A. ;
Fabregat, Antonio ;
Foster, Joseph M. ;
Griss, Johannes ;
Alpi, Emanuele ;
Birim, Melih ;
Contell, Javier ;
O'Kelly, Gavin ;
Schoenegger, Andreas ;
Ovelleiro, David ;
Perez-Riverol, Yasset ;
Reisinger, Florian ;
Rios, Daniel ;
Wang, Rui ;
Hermjakob, Henning .
NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) :D1063-D1069
[67]  
Vowinckel J., 2016, PRECISE LABEL FREE Q
[68]   MSPLIT-DIA: sensitive peptide identification for data-independent acquisition [J].
Wang, Jian ;
Tucholska, Monika ;
Knight, James D. R. ;
Lambert, Jean-Philippe ;
Tate, Stephen ;
Larsen, Brett ;
Gingras, Anne-Claude ;
Bandeira, Nuno .
NATURE METHODS, 2015, 12 (12) :1106-1108
[69]   Systems proteomics of liver mitochondria function [J].
Williams, Evan G. ;
Wu, Yibo ;
Jha, Pooja ;
Dubuis, Sebastien ;
Blattmann, Peter ;
Argmann, Carmen A. ;
Houten, Sander M. ;
Amariuta, Tiffany ;
Wolski, Witold ;
Zamboni, Nicola ;
Aebersold, Ruedi ;
Auwerx, Johan .
SCIENCE, 2016, 352 (6291)
[70]  
Worboys JD, 2014, NAT METHODS, V11, P1041, DOI [10.1038/NMETH.3072, 10.1038/nmeth.3072]