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Shoelaces: an interactive tool for ribosome profiling processing and visualization

BACKGROUND: The emergence of ribosome profiling to map actively translating ribosomes has laid the foundation for a diverse range of studies on translational regulation. The data obtained with different variations of this assay is typically manually processed, which has created a need for tools that...

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Autores principales: Birkeland, Åsmund, ChyŻyńska, Katarzyna, Valen, Eivind
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6052522/
https://www.ncbi.nlm.nih.gov/pubmed/30021517
http://dx.doi.org/10.1186/s12864-018-4912-6
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author Birkeland, Åsmund
ChyŻyńska, Katarzyna
Valen, Eivind
author_facet Birkeland, Åsmund
ChyŻyńska, Katarzyna
Valen, Eivind
author_sort Birkeland, Åsmund
collection PubMed
description BACKGROUND: The emergence of ribosome profiling to map actively translating ribosomes has laid the foundation for a diverse range of studies on translational regulation. The data obtained with different variations of this assay is typically manually processed, which has created a need for tools that would streamline and standardize processing steps. RESULTS: We present Shoelaces, a toolkit for ribosome profiling experiments automating read selection and filtering to obtain genuine translating footprints. Based on periodicity, favoring enrichment over the coding regions, it determines the read lengths corresponding to bona fide ribosome protected fragments. The specific codon under translation (P-site) is determined by automatic offset calculations resulting in sub-codon resolution. Shoelaces provides both a user-friendly graphical interface for interactive visualisation in a genome browser-like fashion and a command line interface for integration into automated pipelines. We process 79 libraries and show that studies typically discard excessive amounts of quality data in their manual analysis pipelines. CONCLUSIONS: Shoelaces streamlines ribosome profiling analysis offering automation of the processing, a range of interactive visualization features and export of the data into standard formats. Shoelaces stores all processing steps performed in an XML file that can be used by other groups to exactly reproduce the processing of a given study. We therefore anticipate that Shoelaces can aid researchers by automating what is typically performed manually and contribute to the overall reproducibility of studies. The tool is freely distributed as a Python package, with additional instructions, tutorial and demo datasets available at https://bitbucket.org/valenlab/shoelaces. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-4912-6) contains supplementary material, which is available to authorized users.
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spelling pubmed-60525222018-07-20 Shoelaces: an interactive tool for ribosome profiling processing and visualization Birkeland, Åsmund ChyŻyńska, Katarzyna Valen, Eivind BMC Genomics Software BACKGROUND: The emergence of ribosome profiling to map actively translating ribosomes has laid the foundation for a diverse range of studies on translational regulation. The data obtained with different variations of this assay is typically manually processed, which has created a need for tools that would streamline and standardize processing steps. RESULTS: We present Shoelaces, a toolkit for ribosome profiling experiments automating read selection and filtering to obtain genuine translating footprints. Based on periodicity, favoring enrichment over the coding regions, it determines the read lengths corresponding to bona fide ribosome protected fragments. The specific codon under translation (P-site) is determined by automatic offset calculations resulting in sub-codon resolution. Shoelaces provides both a user-friendly graphical interface for interactive visualisation in a genome browser-like fashion and a command line interface for integration into automated pipelines. We process 79 libraries and show that studies typically discard excessive amounts of quality data in their manual analysis pipelines. CONCLUSIONS: Shoelaces streamlines ribosome profiling analysis offering automation of the processing, a range of interactive visualization features and export of the data into standard formats. Shoelaces stores all processing steps performed in an XML file that can be used by other groups to exactly reproduce the processing of a given study. We therefore anticipate that Shoelaces can aid researchers by automating what is typically performed manually and contribute to the overall reproducibility of studies. The tool is freely distributed as a Python package, with additional instructions, tutorial and demo datasets available at https://bitbucket.org/valenlab/shoelaces. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12864-018-4912-6) contains supplementary material, which is available to authorized users. BioMed Central 2018-07-18 /pmc/articles/PMC6052522/ /pubmed/30021517 http://dx.doi.org/10.1186/s12864-018-4912-6 Text en © The Author(s) 2018 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. 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 Software
Birkeland, Åsmund
ChyŻyńska, Katarzyna
Valen, Eivind
Shoelaces: an interactive tool for ribosome profiling processing and visualization
title Shoelaces: an interactive tool for ribosome profiling processing and visualization
title_full Shoelaces: an interactive tool for ribosome profiling processing and visualization
title_fullStr Shoelaces: an interactive tool for ribosome profiling processing and visualization
title_full_unstemmed Shoelaces: an interactive tool for ribosome profiling processing and visualization
title_short Shoelaces: an interactive tool for ribosome profiling processing and visualization
title_sort shoelaces: an interactive tool for ribosome profiling processing and visualization
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6052522/
https://www.ncbi.nlm.nih.gov/pubmed/30021517
http://dx.doi.org/10.1186/s12864-018-4912-6
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