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Decon2LS: An open-source software package for automated processing and visualization of high resolution mass spectrometry data

BACKGROUND: Data generated from liquid chromatography coupled to high-resolution mass spectrometry (LC-MS)-based studies of a biological sample can contain large amounts of biologically significant information in the form of proteins, peptides, and metabolites. Interpreting this data involves inferr...

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Autores principales: Jaitly, Navdeep, Mayampurath, Anoop, Littlefield, Kyle, Adkins, Joshua N, Anderson, Gordon A, Smith, Richard D
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2666663/
https://www.ncbi.nlm.nih.gov/pubmed/19292916
http://dx.doi.org/10.1186/1471-2105-10-87
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author Jaitly, Navdeep
Mayampurath, Anoop
Littlefield, Kyle
Adkins, Joshua N
Anderson, Gordon A
Smith, Richard D
author_facet Jaitly, Navdeep
Mayampurath, Anoop
Littlefield, Kyle
Adkins, Joshua N
Anderson, Gordon A
Smith, Richard D
author_sort Jaitly, Navdeep
collection PubMed
description BACKGROUND: Data generated from liquid chromatography coupled to high-resolution mass spectrometry (LC-MS)-based studies of a biological sample can contain large amounts of biologically significant information in the form of proteins, peptides, and metabolites. Interpreting this data involves inferring the masses and abundances of biomolecules injected into the instrument. Because of the inherent complexity of mass spectral patterns produced by these biomolecules, the analysis is significantly enhanced by using visualization capabilities to inspect and confirm results. In this paper we describe Decon2LS, an open-source software package for automated processing and visualization of high-resolution MS data. Drawing extensively on algorithms developed over the last ten years for ICR2LS, Decon2LS packages the algorithms as a rich set of modular, reusable processing classes for performing diverse functions such as reading raw data, routine peak finding, theoretical isotope distribution modelling, and deisotoping. Because the source code is openly available, these functionalities can now be used to build derivative applications in relatively fast manner. In addition, Decon2LS provides an extensive set of visualization tools, such as high performance chart controls. RESULTS: With a variety of options that include peak processing, deisotoping, isotope composition, etc, Decon2LS supports processing of multiple raw data formats. Deisotoping can be performed on an individual scan, an individual dataset, or on multiple datasets using batch processing. Other processing options include creating a two dimensional view of mass and liquid chromatography (LC) elution time features, generating spectrum files for tandem MS data, creating total intensity chromatograms, and visualizing theoretical peptide profiles. Application of Decon2LS to deisotope different datasets obtained across different instruments yielded a high number of features that can be used to identify and quantify peptides in the biological sample. CONCLUSION: Decon2LS is an efficient software package for discovering and visualizing features in proteomics studies that require automated interpretation of mass spectra. Besides being easy to use, fast, and reliable, Decon2LS is also open-source, which allows developers in the proteomics and bioinformatics communities to reuse and refine the algorithms to meet individual needs. Decon2LS source code, installer, and tutorials may be downloaded free of charge at .
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spelling pubmed-26666632009-04-08 Decon2LS: An open-source software package for automated processing and visualization of high resolution mass spectrometry data Jaitly, Navdeep Mayampurath, Anoop Littlefield, Kyle Adkins, Joshua N Anderson, Gordon A Smith, Richard D BMC Bioinformatics Software BACKGROUND: Data generated from liquid chromatography coupled to high-resolution mass spectrometry (LC-MS)-based studies of a biological sample can contain large amounts of biologically significant information in the form of proteins, peptides, and metabolites. Interpreting this data involves inferring the masses and abundances of biomolecules injected into the instrument. Because of the inherent complexity of mass spectral patterns produced by these biomolecules, the analysis is significantly enhanced by using visualization capabilities to inspect and confirm results. In this paper we describe Decon2LS, an open-source software package for automated processing and visualization of high-resolution MS data. Drawing extensively on algorithms developed over the last ten years for ICR2LS, Decon2LS packages the algorithms as a rich set of modular, reusable processing classes for performing diverse functions such as reading raw data, routine peak finding, theoretical isotope distribution modelling, and deisotoping. Because the source code is openly available, these functionalities can now be used to build derivative applications in relatively fast manner. In addition, Decon2LS provides an extensive set of visualization tools, such as high performance chart controls. RESULTS: With a variety of options that include peak processing, deisotoping, isotope composition, etc, Decon2LS supports processing of multiple raw data formats. Deisotoping can be performed on an individual scan, an individual dataset, or on multiple datasets using batch processing. Other processing options include creating a two dimensional view of mass and liquid chromatography (LC) elution time features, generating spectrum files for tandem MS data, creating total intensity chromatograms, and visualizing theoretical peptide profiles. Application of Decon2LS to deisotope different datasets obtained across different instruments yielded a high number of features that can be used to identify and quantify peptides in the biological sample. CONCLUSION: Decon2LS is an efficient software package for discovering and visualizing features in proteomics studies that require automated interpretation of mass spectra. Besides being easy to use, fast, and reliable, Decon2LS is also open-source, which allows developers in the proteomics and bioinformatics communities to reuse and refine the algorithms to meet individual needs. Decon2LS source code, installer, and tutorials may be downloaded free of charge at . BioMed Central 2009-03-17 /pmc/articles/PMC2666663/ /pubmed/19292916 http://dx.doi.org/10.1186/1471-2105-10-87 Text en Copyright © 2009 Jaitly et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Software
Jaitly, Navdeep
Mayampurath, Anoop
Littlefield, Kyle
Adkins, Joshua N
Anderson, Gordon A
Smith, Richard D
Decon2LS: An open-source software package for automated processing and visualization of high resolution mass spectrometry data
title Decon2LS: An open-source software package for automated processing and visualization of high resolution mass spectrometry data
title_full Decon2LS: An open-source software package for automated processing and visualization of high resolution mass spectrometry data
title_fullStr Decon2LS: An open-source software package for automated processing and visualization of high resolution mass spectrometry data
title_full_unstemmed Decon2LS: An open-source software package for automated processing and visualization of high resolution mass spectrometry data
title_short Decon2LS: An open-source software package for automated processing and visualization of high resolution mass spectrometry data
title_sort decon2ls: an open-source software package for automated processing and visualization of high resolution mass spectrometry data
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2666663/
https://www.ncbi.nlm.nih.gov/pubmed/19292916
http://dx.doi.org/10.1186/1471-2105-10-87
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