REVIEW OF FACTORS THAT INFLUENCE THE ABUNDANCE OF IONS PRODUCED IN A TANDEM MASS SPECTROMETER AND STATISTICAL METHODS FOR DISCOVERING THESE FACTORS

被引:35
作者
Barton, Sheila J. [1 ]
Whittaker, John C. [2 ]
机构
[1] Univ Southampton, Southampton Gen Hosp, Clin Trials Unit, Southampton SO16 6YD, Hants, England
[2] London Sch Hyg & Trop Med, London WC1E 7HT, England
基金
英国医学研究理事会;
关键词
statistical models; tandem mass spectra; amino acid sequence; fragmentation of peptides; prediction; abundance of fragment ions; COLLISION-INDUCED DISSOCIATION; CHARGED TRYPTIC PEPTIDES; GAS-PHASE CLEAVAGE; PROTONATED PEPTIDES; LOW-ENERGY; SPECTRA; FRAGMENTATION; PROTEOMICS; DATABASE; INTENSITIES;
D O I
10.1002/mas.20188
中图分类号
O433 [光谱学];
学科分类号
0703 ; 070302 ;
摘要
Proteomic technologies are important because they link genes, proteins and disease. The identification of proteins and peptides has been revolutionized in the last decade by the use of mass spectrometry. This method is highly, sensitive and much faster than the chemical reactions used previously because it can fragment peptides in seconds rather than in hours or days. Proteins are digested with an enzyme, usually trypsin, and the resulting peptides are fragmented in a tandem mass spectrameter (MS/MS). The masses of the fragment ions formed in the MS/MS can be used to identify the sequence of amino acids in the peptides. However; a number of different factors have been found to influence the amount of the various types of fragment ion formed. In this article, we review these factors and their interrelation together with the statistical methods used to discover them. Information on the number of fragment ions formed is at present underused in peptide identification algorithms, and fully utilizing this information could improve current algorithms. (C) 2008 Wiley Periodicals, Inc., Mass Spec Rev 28:177-187, 2009
引用
收藏
页码:177 / 187
页数:11
相关论文
共 43 条
[1]  
ACBERSOLD R, 2001, CHEM REV, V101, P269
[2]   Mass spectrometry-based proteomics [J].
Aebersold, R ;
Mann, M .
NATURE, 2003, 422 (6928) :198-207
[3]  
Arnold Randy J, 2006, Pac Symp Biocomput, P219
[4]   Using statistical models to identify factors that have a role in defining the abundance of ions produced by tandem MS [J].
Barton, Sheila J. ;
Richardson, Sylvia ;
Perkins, David N. ;
Bellahn, Inga ;
Bryant, Trevor N. ;
Whittaker, John C. .
ANALYTICAL CHEMISTRY, 2007, 79 (15) :5601-5607
[5]   CONTRIBUTIONS OF MASS-SPECTROMETRY TO PEPTIDE AND PROTEIN-STRUCTURE [J].
BIEMANN, K .
BIOMEDICAL AND ENVIRONMENTAL MASS SPECTROMETRY, 1988, 16 (1-12) :99-111
[6]   Cleavage N-terminal to proline: Analysis of a database of peptide tandem mass spectra [J].
Breci, LA ;
Tabb, DL ;
Yates, JR ;
Wysocki, VH .
ANALYTICAL CHEMISTRY, 2003, 75 (09) :1963-1971
[7]  
Dongre AR, 1996, J MASS SPECTROM, V31, P339
[8]   CHEMISTRY OF AMINO ACIDS AND PEPTIDES [J].
EDMAN, P .
ANNUAL REVIEW OF BIOCHEMISTRY, 1959, 28 :69-96
[9]   METHOD FOR DETERMINATION OF THE AMINO ACID SEQUENCE IN PEPTIDES [J].
EDMAN, P .
ACTA CHEMICA SCANDINAVICA, 1950, 4 (02) :283-293
[10]   Intensity-based protein identification by machine learning from a library of tandem mass spectra [J].
Elias, JE ;
Gibbons, FD ;
King, OD ;
Roth, FP ;
Gygi, SP .
NATURE BIOTECHNOLOGY, 2004, 22 (02) :214-219