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AlphaMap: an open-source Python package for the visual annotation of proteomics data with sequence-specific knowledge

SUMMARY: Integrating experimental information across proteomic datasets with the wealth of publicly available sequence annotations is a crucial part in many proteomic studies that currently lacks an automated analysis platform. Here, we present AlphaMap, a Python package that facilitates the visual...

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Detalles Bibliográficos
Autores principales: Voytik, Eugenia, Bludau, Isabell, Willems, Sander, Hansen, Fynn M, Brunner, Andreas-David, Strauss, Maximilian T, Mann, Matthias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8756201/
https://www.ncbi.nlm.nih.gov/pubmed/34586352
http://dx.doi.org/10.1093/bioinformatics/btab674
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author Voytik, Eugenia
Bludau, Isabell
Willems, Sander
Hansen, Fynn M
Brunner, Andreas-David
Strauss, Maximilian T
Mann, Matthias
author_facet Voytik, Eugenia
Bludau, Isabell
Willems, Sander
Hansen, Fynn M
Brunner, Andreas-David
Strauss, Maximilian T
Mann, Matthias
author_sort Voytik, Eugenia
collection PubMed
description SUMMARY: Integrating experimental information across proteomic datasets with the wealth of publicly available sequence annotations is a crucial part in many proteomic studies that currently lacks an automated analysis platform. Here, we present AlphaMap, a Python package that facilitates the visual exploration of peptide-level proteomics data. Identified peptides and post-translational modifications in proteomic datasets are mapped to their corresponding protein sequence and visualized together with prior knowledge from UniProt and with expected proteolytic cleavage sites. The functionality of AlphaMap can be accessed via an intuitive graphical user interface or—more flexibly—as a Python package that allows its integration into common analysis workflows for data visualization. AlphaMap produces publication-quality illustrations and can easily be customized to address a given research question. AVAILABILITY AND IMPLEMENTATION: AlphaMap is implemented in Python and released under an Apache license. The source code and one-click installers are freely available at https://github.com/MannLabs/alphamap. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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spelling pubmed-87562012022-01-13 AlphaMap: an open-source Python package for the visual annotation of proteomics data with sequence-specific knowledge Voytik, Eugenia Bludau, Isabell Willems, Sander Hansen, Fynn M Brunner, Andreas-David Strauss, Maximilian T Mann, Matthias Bioinformatics Applications Notes SUMMARY: Integrating experimental information across proteomic datasets with the wealth of publicly available sequence annotations is a crucial part in many proteomic studies that currently lacks an automated analysis platform. Here, we present AlphaMap, a Python package that facilitates the visual exploration of peptide-level proteomics data. Identified peptides and post-translational modifications in proteomic datasets are mapped to their corresponding protein sequence and visualized together with prior knowledge from UniProt and with expected proteolytic cleavage sites. The functionality of AlphaMap can be accessed via an intuitive graphical user interface or—more flexibly—as a Python package that allows its integration into common analysis workflows for data visualization. AlphaMap produces publication-quality illustrations and can easily be customized to address a given research question. AVAILABILITY AND IMPLEMENTATION: AlphaMap is implemented in Python and released under an Apache license. The source code and one-click installers are freely available at https://github.com/MannLabs/alphamap. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2021-09-29 /pmc/articles/PMC8756201/ /pubmed/34586352 http://dx.doi.org/10.1093/bioinformatics/btab674 Text en © The Author(s) 2021. Published by Oxford University Press. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Applications Notes
Voytik, Eugenia
Bludau, Isabell
Willems, Sander
Hansen, Fynn M
Brunner, Andreas-David
Strauss, Maximilian T
Mann, Matthias
AlphaMap: an open-source Python package for the visual annotation of proteomics data with sequence-specific knowledge
title AlphaMap: an open-source Python package for the visual annotation of proteomics data with sequence-specific knowledge
title_full AlphaMap: an open-source Python package for the visual annotation of proteomics data with sequence-specific knowledge
title_fullStr AlphaMap: an open-source Python package for the visual annotation of proteomics data with sequence-specific knowledge
title_full_unstemmed AlphaMap: an open-source Python package for the visual annotation of proteomics data with sequence-specific knowledge
title_short AlphaMap: an open-source Python package for the visual annotation of proteomics data with sequence-specific knowledge
title_sort alphamap: an open-source python package for the visual annotation of proteomics data with sequence-specific knowledge
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8756201/
https://www.ncbi.nlm.nih.gov/pubmed/34586352
http://dx.doi.org/10.1093/bioinformatics/btab674
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