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Wavelet-Based Peak Detection and a New Charge Inference Procedure for MS/MS Implemented in ProteoWizard’s msConvert

[Image: see text] We report the implementation of high-quality signal processing algorithms into ProteoWizard, an efficient, open-source software package designed for analyzing proteomics tandem mass spectrometry data. Specifically, a new wavelet-based peak-picker (CantWaiT) and a precursor charge d...

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Autores principales: French, William R., Zimmerman, Lisa J., Schilling, Birgit, Gibson, Bradford W., Miller, Christine A., Townsend, R. Reid, Sherrod, Stacy D., Goodwin, Cody R., McLean, John A., Tabb, David L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2014
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4324452/
https://www.ncbi.nlm.nih.gov/pubmed/25411686
http://dx.doi.org/10.1021/pr500886y
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author French, William R.
Zimmerman, Lisa J.
Schilling, Birgit
Gibson, Bradford W.
Miller, Christine A.
Townsend, R. Reid
Sherrod, Stacy D.
Goodwin, Cody R.
McLean, John A.
Tabb, David L.
author_facet French, William R.
Zimmerman, Lisa J.
Schilling, Birgit
Gibson, Bradford W.
Miller, Christine A.
Townsend, R. Reid
Sherrod, Stacy D.
Goodwin, Cody R.
McLean, John A.
Tabb, David L.
author_sort French, William R.
collection PubMed
description [Image: see text] We report the implementation of high-quality signal processing algorithms into ProteoWizard, an efficient, open-source software package designed for analyzing proteomics tandem mass spectrometry data. Specifically, a new wavelet-based peak-picker (CantWaiT) and a precursor charge determination algorithm (Turbocharger) have been implemented. These additions into ProteoWizard provide universal tools that are independent of vendor platform for tandem mass spectrometry analyses and have particular utility for intralaboratory studies requiring the advantages of different platforms convergent on a particular workflow or for interlaboratory investigations spanning multiple platforms. We compared results from these tools to those obtained using vendor and commercial software, finding that in all cases our algorithms resulted in a comparable number of identified peptides for simple and complex samples measured on Waters, Agilent, and AB SCIEX quadrupole time-of-flight and Thermo Q-Exactive mass spectrometers. The mass accuracy of matched precursor ions also compared favorably with vendor and commercial tools. Additionally, typical analysis runtimes (∼1–100 ms per MS/MS spectrum) were short enough to enable the practical use of these high-quality signal processing tools for large clinical and research data sets.
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spelling pubmed-43244522015-11-20 Wavelet-Based Peak Detection and a New Charge Inference Procedure for MS/MS Implemented in ProteoWizard’s msConvert French, William R. Zimmerman, Lisa J. Schilling, Birgit Gibson, Bradford W. Miller, Christine A. Townsend, R. Reid Sherrod, Stacy D. Goodwin, Cody R. McLean, John A. Tabb, David L. J Proteome Res [Image: see text] We report the implementation of high-quality signal processing algorithms into ProteoWizard, an efficient, open-source software package designed for analyzing proteomics tandem mass spectrometry data. Specifically, a new wavelet-based peak-picker (CantWaiT) and a precursor charge determination algorithm (Turbocharger) have been implemented. These additions into ProteoWizard provide universal tools that are independent of vendor platform for tandem mass spectrometry analyses and have particular utility for intralaboratory studies requiring the advantages of different platforms convergent on a particular workflow or for interlaboratory investigations spanning multiple platforms. We compared results from these tools to those obtained using vendor and commercial software, finding that in all cases our algorithms resulted in a comparable number of identified peptides for simple and complex samples measured on Waters, Agilent, and AB SCIEX quadrupole time-of-flight and Thermo Q-Exactive mass spectrometers. The mass accuracy of matched precursor ions also compared favorably with vendor and commercial tools. Additionally, typical analysis runtimes (∼1–100 ms per MS/MS spectrum) were short enough to enable the practical use of these high-quality signal processing tools for large clinical and research data sets. American Chemical Society 2014-11-20 2015-02-06 /pmc/articles/PMC4324452/ /pubmed/25411686 http://dx.doi.org/10.1021/pr500886y Text en Copyright © 2014 American Chemical Society This is an open access article published under an ACS AuthorChoice License (http://pubs.acs.org/page/policy/authorchoice_termsofuse.html) , which permits copying and redistribution of the article or any adaptations for non-commercial purposes.
spellingShingle French, William R.
Zimmerman, Lisa J.
Schilling, Birgit
Gibson, Bradford W.
Miller, Christine A.
Townsend, R. Reid
Sherrod, Stacy D.
Goodwin, Cody R.
McLean, John A.
Tabb, David L.
Wavelet-Based Peak Detection and a New Charge Inference Procedure for MS/MS Implemented in ProteoWizard’s msConvert
title Wavelet-Based Peak Detection and a New Charge Inference Procedure for MS/MS Implemented in ProteoWizard’s msConvert
title_full Wavelet-Based Peak Detection and a New Charge Inference Procedure for MS/MS Implemented in ProteoWizard’s msConvert
title_fullStr Wavelet-Based Peak Detection and a New Charge Inference Procedure for MS/MS Implemented in ProteoWizard’s msConvert
title_full_unstemmed Wavelet-Based Peak Detection and a New Charge Inference Procedure for MS/MS Implemented in ProteoWizard’s msConvert
title_short Wavelet-Based Peak Detection and a New Charge Inference Procedure for MS/MS Implemented in ProteoWizard’s msConvert
title_sort wavelet-based peak detection and a new charge inference procedure for ms/ms implemented in proteowizard’s msconvert
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4324452/
https://www.ncbi.nlm.nih.gov/pubmed/25411686
http://dx.doi.org/10.1021/pr500886y
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