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A new scoring function for top-down spectral deconvolution

BACKGROUND: Top-down mass spectrometry plays an important role in intact protein identification and characterization. Top-down mass spectra are more complex than bottom-up mass spectra because they often contain many isotopomer envelopes from highly charged ions, which may overlap with one another....

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Detalles Bibliográficos
Autores principales: Kou, Qiang, Wu, Si, Liu, Xiaowen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4378558/
https://www.ncbi.nlm.nih.gov/pubmed/25523396
http://dx.doi.org/10.1186/1471-2164-15-1140
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author Kou, Qiang
Wu, Si
Liu, Xiaowen
author_facet Kou, Qiang
Wu, Si
Liu, Xiaowen
author_sort Kou, Qiang
collection PubMed
description BACKGROUND: Top-down mass spectrometry plays an important role in intact protein identification and characterization. Top-down mass spectra are more complex than bottom-up mass spectra because they often contain many isotopomer envelopes from highly charged ions, which may overlap with one another. As a result, spectral deconvolution, which converts a complex top-down mass spectrum into a monoisotopic mass list, is a key step in top-down spectral interpretation. RESULTS: In this paper, we propose a new scoring function, L-score, for evaluating isotopomer envelopes. By combining L-score with MS-Deconv, a new software tool, MS-Deconv+, was developed for top-down spectral deconvolution. Experimental results showed that MS-Deconv+ outperformed existing software tools in top-down spectral deconvolution. CONCLUSIONS: L-score shows high discriminative ability in identification of isotopomer envelopes. Using L-score, MS-Deconv+ reports many correct monoisotopic masses missed by other software tools, which are valuable for proteoform identification and characterization. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2164-15-1140) contains supplementary material, which is available to authorized users.
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spelling pubmed-43785582015-03-31 A new scoring function for top-down spectral deconvolution Kou, Qiang Wu, Si Liu, Xiaowen BMC Genomics Research Article BACKGROUND: Top-down mass spectrometry plays an important role in intact protein identification and characterization. Top-down mass spectra are more complex than bottom-up mass spectra because they often contain many isotopomer envelopes from highly charged ions, which may overlap with one another. As a result, spectral deconvolution, which converts a complex top-down mass spectrum into a monoisotopic mass list, is a key step in top-down spectral interpretation. RESULTS: In this paper, we propose a new scoring function, L-score, for evaluating isotopomer envelopes. By combining L-score with MS-Deconv, a new software tool, MS-Deconv+, was developed for top-down spectral deconvolution. Experimental results showed that MS-Deconv+ outperformed existing software tools in top-down spectral deconvolution. CONCLUSIONS: L-score shows high discriminative ability in identification of isotopomer envelopes. Using L-score, MS-Deconv+ reports many correct monoisotopic masses missed by other software tools, which are valuable for proteoform identification and characterization. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/1471-2164-15-1140) contains supplementary material, which is available to authorized users. BioMed Central 2014-12-18 /pmc/articles/PMC4378558/ /pubmed/25523396 http://dx.doi.org/10.1186/1471-2164-15-1140 Text en © Kou et al.; licensee BioMed Central. 2014 This article is published under license to BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Kou, Qiang
Wu, Si
Liu, Xiaowen
A new scoring function for top-down spectral deconvolution
title A new scoring function for top-down spectral deconvolution
title_full A new scoring function for top-down spectral deconvolution
title_fullStr A new scoring function for top-down spectral deconvolution
title_full_unstemmed A new scoring function for top-down spectral deconvolution
title_short A new scoring function for top-down spectral deconvolution
title_sort new scoring function for top-down spectral deconvolution
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4378558/
https://www.ncbi.nlm.nih.gov/pubmed/25523396
http://dx.doi.org/10.1186/1471-2164-15-1140
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