AMASS: Software for Automatically Validating the Quality of MS/MS Spectrum from SEQUEST Results

Time-consuming and experience-dependent manual validations of tandem mass spectra are usually applied to SEQUEST results. This inefficient method has become a significant bottleneck for MS/MS data processing. Here we introduce a program AMASS (advanced mass spectrum screener), which can filter the t...

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Veröffentlicht in:Molecular & cellular proteomics 2004-12, Vol.3 (12), p.1194-1199
Hauptverfasser: Sun, Wei, Li, Fuxin, Wang, Jue, Zheng, Dexian, Gao, Youhe
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container_end_page 1199
container_issue 12
container_start_page 1194
container_title Molecular & cellular proteomics
container_volume 3
creator Sun, Wei
Li, Fuxin
Wang, Jue
Zheng, Dexian
Gao, Youhe
description Time-consuming and experience-dependent manual validations of tandem mass spectra are usually applied to SEQUEST results. This inefficient method has become a significant bottleneck for MS/MS data processing. Here we introduce a program AMASS (advanced mass spectrum screener), which can filter the tandem mass spectra of SEQUEST results by measuring the match percentage of high-abundant ions and the continuity of matched fragment ions in b, y series. Compared with Xcorr and DeltaCn filter, AMASS can increase the number of positives and reduce the number of negatives in 22 datasets generated from 18 known protein mixtures. It effectively removed most noisy spectra, false interpretations, and about half of poor fragmentation spectra, and AMASS can work synergistically with Rscore filter. We believe the use of AMASS and Rscore can result in a more accurate identification of peptide MS/MS spectra and reduce the time and energy for manual validation.
doi_str_mv 10.1074/mcp.M400120-MCP200
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source MEDLINE; EZB-FREE-00999 freely available EZB journals; Alma/SFX Local Collection; Free Full-Text Journals in Chemistry
subjects Algorithms
Animals
Automation
Cattle
Computational Biology - methods
Databases as Topic
Humans
Mass Spectrometry - methods
Models, Statistical
Peptides - chemistry
Proteins - chemistry
Proteomics - methods
Sequence Analysis, Protein - methods
Software
Statistics as Topic
title AMASS: Software for Automatically Validating the Quality of MS/MS Spectrum from SEQUEST Results
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