A guided tour of the Trans-Proteomic Pipeline

被引:585
作者
Deutsch, Eric W. [1 ]
Mendoza, Luis [1 ]
Shteynberg, David [1 ]
Farrah, Terry [1 ]
Lam, Henry [2 ]
Tasman, Natalie [3 ]
Sun, Zhi [1 ]
Nilsson, Erik [3 ]
Pratt, Brian [3 ]
Prazen, Bryan [3 ]
Eng, Jimmy K. [4 ]
Martin, Daniel B. [1 ]
Nesvizhskii, Alexey I. [5 ,6 ]
Aebersold, Ruedi [1 ,7 ,8 ,9 ]
机构
[1] Inst Syst Biol, Seattle, WA 98103 USA
[2] Hong Kong Univ Sci & Technol, Hong Kong, Hong Kong, Peoples R China
[3] Insilicos LLC, Seattle, WA USA
[4] Univ Washington, Dept Genome Sci, Seattle, WA 98195 USA
[5] Univ Michigan, Dept Pathol, Ann Arbor, MI 48109 USA
[6] Univ Michigan, Ctr Computat Med & Biol, Ann Arbor, MI 48109 USA
[7] ETH, Inst Mol Syst Biol, Zurich, Switzerland
[8] Univ Zurich, Fac Sci, Zurich, Switzerland
[9] Ctr Syst Physiol & Metab Dis, Zurich, Switzerland
基金
美国国家卫生研究院;
关键词
Bioinformatics; MS/MS; Protein identification; TANDEM MASS-SPECTROMETRY; PEPTIDE IDENTIFICATION; STATISTICAL VALIDATION; PROTEIN IDENTIFICATION; DATABASE SEARCH; SPECTRAL DATA; SOFTWARE; STRATEGY; SYSTEM; MS/MS;
D O I
10.1002/pmic.200900375
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
The Trans-Proteomic Pipeline (TPP) is a suite of software tools for the analysis of MS/MS data sets. The tools encompass most of the steps in a proteomic data analysis workflow in a single, integrated software system. Specifically, the TPP supports all steps from spectrometer output file conversion to protein-level statistical validation, including quantification by stable isotope ratios. We describe here the full workflow of the TPP and the tools therein, along with an example on a sample data set, demonstrating that the setup and use of the tools are straightforward and well supported and do not require specialized informatic resources or knowledge.
引用
收藏
页码:1150 / 1159
页数:10
相关论文
共 52 条
[41]   The protein information and property explorer: an easy-to-use, rich-client web application for the management and functional analysis of proteomic data [J].
Ramos, H. ;
Shannon, P. ;
Aebersold, R. .
BIOINFORMATICS, 2008, 24 (18) :2110-2111
[42]   Computational Proteomics Analysis System (CPAS): An extensible, open-source analytic system for evaluating and publishing proteomic data and high throughput biological experiments [J].
Rauch, A ;
Bellew, M ;
Eng, J ;
Fitzgibbon, M ;
Holzman, T ;
Hussey, P ;
Igra, M ;
Maclean, B ;
Lin, CW ;
Detter, A ;
Fang, RH ;
Faca, V ;
Gafken, P ;
Zhang, HD ;
Whitaker, J ;
States, D ;
Hanash, S ;
Paulovich, A ;
McIntosh, MW .
JOURNAL OF PROTEOME RESEARCH, 2006, 5 (01) :112-121
[43]   MaRiMba: A Software Application for Spectral Library-Based MRM Transition List Assembly [J].
Sherwood, Carly A. ;
Eastham, Ashley ;
Lee, Lik Wee ;
Peterson, Amelia ;
Eng, Jimmy K. ;
Shteynberg, David ;
Mendoza, Luis ;
Deutsch, Eric W. ;
Risler, Jenni ;
Tasman, Natalie ;
Aebersold, Ruedi ;
Lam, Henry ;
Martin, Daniel B. .
JOURNAL OF PROTEOME RESEARCH, 2009, 8 (10) :4396-4405
[44]   YPED: A web-accessible database system for protein expression analysis [J].
Shifman, Mark A. ;
Li, Yuli ;
Colangelo, Christopher M. ;
Stone, Kathryn L. ;
Wu, Terence L. ;
Cheung, Kei-Hoi ;
Miller, Perry L. ;
Williams, Kenneth R. .
JOURNAL OF PROTEOME RESEARCH, 2007, 6 (10) :4019-4024
[45]   MyriMatch: Highly accurate tandem mass spectral peptide identification by multivariate hypergeometric analysis [J].
Tabb, David L. ;
Fernando, Christopher G. ;
Chambers, Matthew C. .
JOURNAL OF PROTEOME RESEARCH, 2007, 6 (02) :654-661
[46]   InsPecT: Identification of posttransiationally modified peptides from tandem mass spectra [J].
Tanner, S ;
Shu, HJ ;
Frank, A ;
Wang, LC ;
Zandi, E ;
Mumby, M ;
Pevzner, PA ;
Bafna, V .
ANALYTICAL CHEMISTRY, 2005, 77 (14) :4626-4639
[47]   Tandem mass tags:: A novel quantification strategy for comparative analysis of complex protein mixtures by MS/MS [J].
Thompson, A ;
Schäfer, J ;
Kuhn, K ;
Kienle, S ;
Schwarz, J ;
Schmidt, G ;
Neumann, T ;
Hamon, C .
ANALYTICAL CHEMISTRY, 2003, 75 (08) :1895-1904
[48]   Getting Started in Computational Mass Spectrometry-Based Proteomics [J].
Vitek, Olga .
PLOS COMPUTATIONAL BIOLOGY, 2009, 5 (05)
[49]   The application of new software tools to quantitative protein profiling via isotope-coded affinity tag (ICAT) and tandem mass spectrometry - II. Evaluation of tandem mass spectrometry methodologies for large-scale protein analysis, and the application of statistical tools for data analysis and interpretation [J].
von Haller, PD ;
Yi, E ;
Donohoe, S ;
Vaughn, K ;
Keller, A ;
Nesvizhskii, AI ;
Eng, J ;
Li, XJ ;
Goodlett, DR ;
Aebersold, R ;
Watts, JD .
MOLECULAR & CELLULAR PROTEOMICS, 2003, 2 (07) :428-442
[50]  
Zhang N, 2002, PROTEOMICS, V2, P1406, DOI 10.1002/1615-9861(200210)2:10<1406::AID-PROT1406>3.0.CO