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MAGScoT: a fast, lightweight and accurate bin-refinement tool

MOTIVATION: Recovery of metagenome-assembled genomes (MAGs) from shotgun metagenomic data is an important task for the comprehensive analysis of microbial communities from variable sources. Single binning tools differ in their ability to leverage specific aspects in MAG reconstruction, the use of en...

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Autores principales: Rühlemann, Malte Christoph, Wacker, Eike Matthias, Ellinghaus, David, Franke, Andre
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9750101/
https://www.ncbi.nlm.nih.gov/pubmed/36264141
http://dx.doi.org/10.1093/bioinformatics/btac694
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author Rühlemann, Malte Christoph
Wacker, Eike Matthias
Ellinghaus, David
Franke, Andre
author_facet Rühlemann, Malte Christoph
Wacker, Eike Matthias
Ellinghaus, David
Franke, Andre
author_sort Rühlemann, Malte Christoph
collection PubMed
description MOTIVATION: Recovery of metagenome-assembled genomes (MAGs) from shotgun metagenomic data is an important task for the comprehensive analysis of microbial communities from variable sources. Single binning tools differ in their ability to leverage specific aspects in MAG reconstruction, the use of ensemble binning refinement tools is often time consuming and computational demand increases with community complexity. We introduce MAGScoT, a fast, lightweight and accurate implementation for the reconstruction of highest-quality MAGs from the output of multiple genome-binning tools. RESULTS: MAGScoT outperforms popular bin-refinement solutions in terms of quality and quantity of MAGs as well as computation time and resource consumption. AVAILABILITY AND IMPLEMENTATION: MAGScoT is available via GitHub (https://github.com/ikmb/MAGScoT) and as an easy-to-use Docker container (https://hub.docker.com/repository/docker/ikmb/magscot). SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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spelling pubmed-97501012022-12-15 MAGScoT: a fast, lightweight and accurate bin-refinement tool Rühlemann, Malte Christoph Wacker, Eike Matthias Ellinghaus, David Franke, Andre Bioinformatics Applications Note MOTIVATION: Recovery of metagenome-assembled genomes (MAGs) from shotgun metagenomic data is an important task for the comprehensive analysis of microbial communities from variable sources. Single binning tools differ in their ability to leverage specific aspects in MAG reconstruction, the use of ensemble binning refinement tools is often time consuming and computational demand increases with community complexity. We introduce MAGScoT, a fast, lightweight and accurate implementation for the reconstruction of highest-quality MAGs from the output of multiple genome-binning tools. RESULTS: MAGScoT outperforms popular bin-refinement solutions in terms of quality and quantity of MAGs as well as computation time and resource consumption. AVAILABILITY AND IMPLEMENTATION: MAGScoT is available via GitHub (https://github.com/ikmb/MAGScoT) and as an easy-to-use Docker container (https://hub.docker.com/repository/docker/ikmb/magscot). SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2022-10-20 /pmc/articles/PMC9750101/ /pubmed/36264141 http://dx.doi.org/10.1093/bioinformatics/btac694 Text en © The Author(s) 2022. Published by Oxford University Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Applications Note
Rühlemann, Malte Christoph
Wacker, Eike Matthias
Ellinghaus, David
Franke, Andre
MAGScoT: a fast, lightweight and accurate bin-refinement tool
title MAGScoT: a fast, lightweight and accurate bin-refinement tool
title_full MAGScoT: a fast, lightweight and accurate bin-refinement tool
title_fullStr MAGScoT: a fast, lightweight and accurate bin-refinement tool
title_full_unstemmed MAGScoT: a fast, lightweight and accurate bin-refinement tool
title_short MAGScoT: a fast, lightweight and accurate bin-refinement tool
title_sort magscot: a fast, lightweight and accurate bin-refinement tool
topic Applications Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9750101/
https://www.ncbi.nlm.nih.gov/pubmed/36264141
http://dx.doi.org/10.1093/bioinformatics/btac694
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