Literature DB >> 25346946

XGlycScan: An Open-source Software For N-linked Glycosite Assignment, Quantification and Quality Assessment of Data from Mass Spectrometry-based Glycoproteomic Analysis.

Paul Aiyetan1, Bai Zhang, Zhen Zhang, Hui Zhang.   

Abstract

Mass spectrometry based glycoproteomics has become a major means of identifying and characterizing previously N-linked glycan attached loci (glycosites). In the bottom-up approach, several factors which include but not limited to sample preparation, mass spectrometry analyses, and protein sequence database searches result in previously N-linked peptide spectrum matches (PSMs) of varying lengths. Given that multiple PSM scan map to a glycosite, we reason that identified PSMs are varying length peptide species of a unique set of glycosites. Because associated spectra of these PSMs are typically summed separately, true glycosite associated spectra counts are lost or complicated. Also, these varying length peptide species complicate protein inference as smaller sized peptide sequences are more likely to map to more proteins than larger sized peptides or actual glycosite sequences. Here, we present XGlycScan. XGlycScan maps varying length peptide species to glycosites to facilitate an accurate quantification of glycosite associated spectra counts. We observed that this reduced the variability in reported identifications of mass spectrometry technical replicates of our sample dataset. We also observed that mapping identified peptides to glycosites provided an assessment of search-engine identification. Inherently, XGlycScan reported glycosites reduce the complexity in protein inference. We implemented XGlycScan in the platform independent Java programing language and have made it available as open source. XGlycScan's source code is freely available at https://bitbucket.org/paiyetan/xglycscan/src and its compiled binaries and documentation can be freely downloaded at https://bitbucket.org/paiyetan/xglycscan/downloads. The graphical user interface version can also be found at https://bitbucket.org/paiyetan/xglycscangui/src and https://bitbucket.org/paiyetan/xglycscangui/downloads respectively.

Entities:  

Keywords:  Bioinformatics; Glycopeptide; Glycosite; Peptide; Protein identification; Proteomics; Quality assessment

Year:  2014        PMID: 25346946      PMCID: PMC4207213          DOI: 10.15406/mojpb.2014.01.00004

Source DB:  PubMed          Journal:  MOJ Proteom Bioinform


  44 in total

Review 1.  Protein glycosylation: nature, distribution, enzymatic formation, and disease implications of glycopeptide bonds.

Authors:  Robert G Spiro
Journal:  Glycobiology       Date:  2002-04       Impact factor: 4.313

Review 2.  Protein inference: a review.

Authors:  Ting Huang; Jingjing Wang; Weichuan Yu; Zengyou He
Journal:  Brief Bioinform       Date:  2012-02-28       Impact factor: 11.622

3.  Automated interpretation of MS/MS spectra of oligosaccharides.

Authors:  Haixu Tang; Yehia Mechref; Milos V Novotny
Journal:  Bioinformatics       Date:  2005-06       Impact factor: 6.937

Review 4.  Proteomics by mass spectrometry: approaches, advances, and applications.

Authors:  John R Yates; Cristian I Ruse; Aleksey Nakorchevsky
Journal:  Annu Rev Biomed Eng       Date:  2009       Impact factor: 9.590

Review 5.  Automated glycopeptide analysis--review of current state and future directions.

Authors:  David C Dallas; William F Martin; Serenus Hua; J Bruce German
Journal:  Brief Bioinform       Date:  2012-07-27       Impact factor: 11.622

6.  A new computer program (GlycoX) to determine simultaneously the glycosylation sites and oligosaccharide heterogeneity of glycoproteins.

Authors:  Hyun Joo An; John S Tillinghast; David L Woodruff; David M Rocke; Carlito B Lebrilla
Journal:  J Proteome Res       Date:  2006-10       Impact factor: 4.466

7.  The HUPO proteomics standards initiative- mass spectrometry controlled vocabulary.

Authors:  Gerhard Mayer; Luisa Montecchi-Palazzi; David Ovelleiro; Andrew R Jones; Pierre-Alain Binz; Eric W Deutsch; Matthew Chambers; Marius Kallhardt; Fredrik Levander; James Shofstahl; Sandra Orchard; Juan Antonio Vizcaíno; Henning Hermjakob; Christian Stephan; Helmut E Meyer; Martin Eisenacher
Journal:  Database (Oxford)       Date:  2013-03-12       Impact factor: 3.451

8.  GlycoSpectrumScan: fishing glycopeptides from MS spectra of protease digests of human colostrum sIgA.

Authors:  Nandan Deshpande; Pia H Jensen; Nicolle H Packer; Daniel Kolarich
Journal:  J Proteome Res       Date:  2010-02-05       Impact factor: 4.466

9.  The mzIdentML data standard for mass spectrometry-based proteomics results.

Authors:  Andrew R Jones; Martin Eisenacher; Gerhard Mayer; Oliver Kohlbacher; Jennifer Siepen; Simon J Hubbard; Julian N Selley; Brian C Searle; James Shofstahl; Sean L Seymour; Randall Julian; Pierre-Alain Binz; Eric W Deutsch; Henning Hermjakob; Florian Reisinger; Johannes Griss; Juan Antonio Vizcaíno; Matthew Chambers; Angel Pizarro; David Creasy
Journal:  Mol Cell Proteomics       Date:  2012-02-27       Impact factor: 5.911

10.  UniPep--a database for human N-linked glycosites: a resource for biomarker discovery.

Authors:  Hui Zhang; Paul Loriaux; Jimmy Eng; David Campbell; Andrew Keller; Pat Moss; Richard Bonneau; Ning Zhang; Yong Zhou; Bernd Wollscheid; Kelly Cooke; Eugene C Yi; Hookeun Lee; Elaine R Peskind; Jing Zhang; Richard D Smith; Ruedi Aebersold
Journal:  Genome Biol       Date:  2006-08-10       Impact factor: 13.583

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