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MBG: Minimizer-based sparse de Bruijn Graph construction
MOTIVATION: De Bruijn graphs can be constructed from short reads efficiently and have been used for many purposes. Traditionally, long-read sequencing technologies have had too high error rates for de Bruijn graph-based methods. Recently, HiFi reads have provided a combination of long-read length an...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8521641/ https://www.ncbi.nlm.nih.gov/pubmed/33475133 http://dx.doi.org/10.1093/bioinformatics/btab004 |
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author | Rautiainen, Mikko Marschall, Tobias |
author_facet | Rautiainen, Mikko Marschall, Tobias |
author_sort | Rautiainen, Mikko |
collection | PubMed |
description | MOTIVATION: De Bruijn graphs can be constructed from short reads efficiently and have been used for many purposes. Traditionally, long-read sequencing technologies have had too high error rates for de Bruijn graph-based methods. Recently, HiFi reads have provided a combination of long-read length and low error rate, which enables de Bruijn graphs to be used with HiFi reads. RESULTS: We have implemented MBG, a tool for building sparse de Bruijn graphs from HiFi reads. MBG outperforms existing tools for building dense de Bruijn graphs and can build a graph of 50× coverage whole human genome HiFi reads in four hours on a single core. MBG also assembles the bacterial E.coli genome into a single contig in 8 s. AVAILABILITY AND IMPLEMENTATION: Package manager: https://anaconda.org/bioconda/mbg and source code: https://github.com/maickrau/MBG. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. |
format | Online Article Text |
id | pubmed-8521641 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-85216412021-10-19 MBG: Minimizer-based sparse de Bruijn Graph construction Rautiainen, Mikko Marschall, Tobias Bioinformatics Applications Notes MOTIVATION: De Bruijn graphs can be constructed from short reads efficiently and have been used for many purposes. Traditionally, long-read sequencing technologies have had too high error rates for de Bruijn graph-based methods. Recently, HiFi reads have provided a combination of long-read length and low error rate, which enables de Bruijn graphs to be used with HiFi reads. RESULTS: We have implemented MBG, a tool for building sparse de Bruijn graphs from HiFi reads. MBG outperforms existing tools for building dense de Bruijn graphs and can build a graph of 50× coverage whole human genome HiFi reads in four hours on a single core. MBG also assembles the bacterial E.coli genome into a single contig in 8 s. AVAILABILITY AND IMPLEMENTATION: Package manager: https://anaconda.org/bioconda/mbg and source code: https://github.com/maickrau/MBG. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2021-01-21 /pmc/articles/PMC8521641/ /pubmed/33475133 http://dx.doi.org/10.1093/bioinformatics/btab004 Text en © The Author(s) 2021. 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 (http://creativecommons.org/licenses/by/4.0/ (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 Notes Rautiainen, Mikko Marschall, Tobias MBG: Minimizer-based sparse de Bruijn Graph construction |
title | MBG: Minimizer-based sparse de Bruijn Graph construction |
title_full | MBG: Minimizer-based sparse de Bruijn Graph construction |
title_fullStr | MBG: Minimizer-based sparse de Bruijn Graph construction |
title_full_unstemmed | MBG: Minimizer-based sparse de Bruijn Graph construction |
title_short | MBG: Minimizer-based sparse de Bruijn Graph construction |
title_sort | mbg: minimizer-based sparse de bruijn graph construction |
topic | Applications Notes |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8521641/ https://www.ncbi.nlm.nih.gov/pubmed/33475133 http://dx.doi.org/10.1093/bioinformatics/btab004 |
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