Open source libraries and frameworks for mass spectrometry based proteomics: A developer's perspective

被引:61
作者
Perez-Riverol, Yasset [1 ,2 ]
Wang, Rui [1 ]
Hermjakob, Henning [1 ]
Mueller, Markus [3 ]
Vesada, Vladimir [2 ]
Vizcaino, Juan Antonio [1 ]
机构
[1] European Bioinformat Inst, EMBL Outstn, Cambridge CB10 1SD, England
[2] Ctr Genet Engn & Biotechnol, Dept Prote, Havana, Cuba
[3] CMU, Swiss Inst Bioinformat, Proteome Informat Grp, CH-1211 Geneva, Switzerland
来源
BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS | 2014年 / 1844卷 / 01期
基金
英国生物技术与生命科学研究理事会; 英国惠康基金;
关键词
Proteomics; Databases; Bioinformatics; Software libraries; Application programming interface; Open source software; OPEN SOURCE SOFTWARE; SOURCE [!text type='JAVA']JAVA[!/text] LIBRARY; PEPTIDE IDENTIFICATION; PROTEIN IDENTIFICATION; LIQUID-CHROMATOGRAPHY; QUANTITATIVE PROTEOMICS; ISOELECTRIC POINT; STATISTICAL VALIDATION; BIOINFORMATICS TOOLS; SPECTRAL LIBRARIES;
D O I
10.1016/j.bbapap.2013.02.032
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Data processing, management and visualization are central and critical components of a state of the art high-throughput mass spectrometry (MS)-based proteomics experiment, and are often some of the most time-consuming steps, especially for labs without much bioinformatics support The growing interest in the field of proteomics has triggered an increase in the development of new software libraries, including freely available and open-source software. From database search analysis to post-processing of the identification results, even though the objectives of these libraries and packages can vary significantly, they usually share a number of features. Common use cases include the handling of protein and peptide sequences, the parsing of results from various proteomics search engines output files, and the visualization of MS-related information (including mass spectra and chromatograms). In this review, we provide an overview of the existing software libraries, open-source frameworks and also, we give information on some of the freely available applications which make use of them. This article is part of a Special Issue entitled: Computational Proteomics in the Post-Identification Era. Guest Editors: Martin Eisenacher and Christian Stephan. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:63 / 76
页数:14
相关论文
共 156 条
[31]   Andromeda: A Peptide Search Engine Integrated into the MaxQuant Environment [J].
Cox, Juergen ;
Neuhauser, Nadin ;
Michalski, Annette ;
Scheltema, Richard A. ;
Olsen, Jesper V. ;
Mann, Matthias .
JOURNAL OF PROTEOME RESEARCH, 2011, 10 (04) :1794-1805
[32]   MaxQuant enables high peptide identification rates, individualized p.p.b.-range mass accuracies and proteome-wide protein quantification [J].
Cox, Juergen ;
Mann, Matthias .
NATURE BIOTECHNOLOGY, 2008, 26 (12) :1367-1372
[33]   Open source system for analyzing, validating, and storing protein identification data [J].
Craig, R ;
Cortens, JP ;
Beavis, RC .
JOURNAL OF PROTEOME RESEARCH, 2004, 3 (06) :1234-1242
[34]   TANDEM: matching proteins with tandem mass spectra [J].
Craig, R ;
Beavis, RC .
BIOINFORMATICS, 2004, 20 (09) :1466-1467
[35]   PeptideAtlas: a resource for target selection for emerging targeted proteomics workflows [J].
Deutsch, Eric W. ;
Lam, Henry ;
Aebersold, Ruedi .
EMBO REPORTS, 2008, 9 (05) :429-434
[36]   Data analysis and bioinformatics tools for tandem mass spectrometry in proteomics [J].
Deutsch, Eric W. ;
Lam, Henry ;
Aebersold, Ruedi .
PHYSIOLOGICAL GENOMICS, 2008, 33 (01) :18-25
[37]   File Formats Commonly Used in Mass Spectrometry Proteomics [J].
Deutsch, Eric W. .
MOLECULAR & CELLULAR PROTEOMICS, 2012, 11 (12) :1612-1621
[38]   TraML - A Standard Format for Exchange of Selected Reaction Monitoring Transition Lists [J].
Deutsch, Eric W. ;
Chambers, Matthew ;
Neumann, Steffen ;
Levander, Fredrik ;
Binz, Pierre-Alain ;
Shofstahl, Jim ;
Campbell, David S. ;
Mendoza, Luis ;
Ovelleiro, David ;
Helsens, Kenny ;
Martens, Lennart ;
Aebersold, Ruedi ;
Moritz, Robert L. ;
Brusniak, Mi-Youn .
MOLECULAR & CELLULAR PROTEOMICS, 2012, 11 (04)
[39]   A guided tour of the Trans-Proteomic Pipeline [J].
Deutsch, Eric W. ;
Mendoza, Luis ;
Shteynberg, David ;
Farrah, Terry ;
Lam, Henry ;
Tasman, Natalie ;
Sun, Zhi ;
Nilsson, Erik ;
Pratt, Brian ;
Prazen, Bryan ;
Eng, Jimmy K. ;
Martin, Daniel B. ;
Nesvizhskii, Alexey I. ;
Aebersold, Ruedi .
PROTEOMICS, 2010, 10 (06) :1150-1159
[40]   Trans-Proteomic Pipeline supports and improves analysis of electron transfer dissociation data sets [J].
Deutsch, Eric W. ;
Shteynberg, David ;
Lam, Henry ;
Sun, Zhi ;
Eng, Jimmy K. ;
Carapito, Christine ;
von Haller, Priska D. ;
Tasman, Natalie ;
Mendoza, Luis ;
Farrah, Terry ;
Aebersold, Ruedi .
PROTEOMICS, 2010, 10 (06) :1190-1195