Trans-Proteomic Pipeline supports and improves analysis of electron transfer dissociation data sets

被引:32
作者
Deutsch, Eric W. [1 ]
Shteynberg, David [1 ]
Lam, Henry [2 ]
Sun, Zhi [1 ]
Eng, Jimmy K. [3 ]
Carapito, Christine [4 ]
von Haller, Priska D. [3 ]
Tasman, Natalie [1 ]
Mendoza, Luis [1 ]
Farrah, Terry [1 ]
Aebersold, Ruedi [1 ,5 ,6 ,7 ]
机构
[1] Inst Syst Biol, Seattle, WA 98103 USA
[2] Hong Kong Univ Sci & Technol, Dept Chem & Biomol Engn, Hong Kong, Hong Kong, Peoples R China
[3] Univ Washington, UW Prote Resource, Seattle, WA 98195 USA
[4] Univ Strasbourg UDS, IPHC DSA, LSMBO, Strasbourg, France
[5] ETH, Inst Mol Syst Biol, Zurich, Switzerland
[6] Univ Zurich, Fac Sci, Zurich, Switzerland
[7] Ctr Syst Physiol & Metab Dis, Zurich, Switzerland
基金
美国国家卫生研究院;
关键词
Bioinformatics; Electron-transfer dissociation; Shotgun proteomics; PEPTIDE IDENTIFICATION; MASS-SPECTROMETRY; STATISTICAL-MODEL; VALIDATION;
D O I
10.1002/pmic.200900567
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Electron transfer dissociation (ETD) is an alternative fragmentation technique to CID that has recently become commercially available. ETD has several advantages over CID. It is less prone to fragmenting amino acid side chains, especially those that are modified, thus yielding fragment ion spectra with more uniform peak intensities. Further, precursor ions of longer peptides and higher charge states can be fragmented and identified. However, analysis of ETD spectra has a few important differences that require the optimization of the software packages used for the analysis of CID data or the development of specialized tools. We have adapted the Trans-Proteomic Pipeline to process ETD data. Specifically, we have added support for fragment ion spectra from high-charge precursors, compatibility with charge-state estimation algorithms, provisions for the use of the Lys-C protease, capabilities for ETD spectrum library building, and updates to the data formats to differentiate CID and ETD spectra. We show the results of processing data sets from several different types of ETD instruments and demonstrate that application of the ETD-enhanced Trans-Proteomic Pipeline can increase the number of spectrum identifications at a fixed false discovery rate by as much as 100% over native output from a single sequence search engine.
引用
收藏
页码:1190 / 1195
页数:6
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