MS2-Deisotoper: A Tool for Deisotoping High-Resolution MS/MS Spectra in Normal and Heavy Isotope-Labelled Samples

被引:4
作者
Tay, Aldan P. [1 ,2 ]
Liang, Angelita [1 ]
Hamey, Joshua J. [1 ]
Hart-Smith, Gene [1 ]
Wilkins, Marc R. [1 ]
机构
[1] Univ New South Wales, Sch Biotechnol & Biomol Sci, Syst Biol Initiat, Sydney, NSW 2052, Australia
[2] CSIRO, Transformat Bioinformat Hlth & Biosecur, Sydney, NSW, Australia
基金
澳大利亚研究理事会;
关键词
deisotoping; monoisotopic mass; protein identification; proteomic software; SILAC; tandem mass spectrometry; ELONGATION-FACTOR; 1A; TANDEM MASS-SPECTRA; PROTEIN IDENTIFICATION; PEPTIDE IDENTIFICATION; MONOISOTOPIC MASSES; SPECTROMETRY; DECONVOLUTION; ALGORITHM; ACCURATE; PROTEOMICS;
D O I
10.1002/pmic.201800444
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
High-resolution MS/MS spectra of peptides can be deisotoped to identify monoisotopic masses of peptide fragments. The use of such masses should improve protein identification rates. However, deisotoping is not universally used and its benefits have not been fully explored. Here, MS2-Deisotoper, a tool for use prior to database search, is used to identify monoisotopic peaks in centroided MS/MS spectra. MS2-Deisotoper works by comparing the mass and relative intensity of each peptide fragment peak to every other peak of greater mass, and by applying a set of rules concerning mass and intensity differences. After comprehensive parameter optimization, it is shown that MS2-Deisotoper can improve the number of peptide spectrum matches (PSMs) identified by up to 8.2% and proteins by up to 2.8%. It is effective with SILAC and non-SILAC MS/MS data. The identification of unique peptide sequences is also improved, increasing the number of human proteoforms by 3.7%. Detailed investigation of results shows that deisotoping increases Mascot ion scores, improves FDR estimation for PSMs, and leads to greater protein sequence coverage. At a peptide level, it is found that the efficacy of deisotoping is affected by peptide mass and charge. MS2-Deisotoper can be used via a user interface or as a command-line tool.
引用
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页数:13
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