Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Rautiainen, Mikko, Marschall, Tobias
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
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
_version_ 1784584934393905152
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
work_keys_str_mv AT rautiainenmikko mbgminimizerbasedsparsedebruijngraphconstruction
AT marschalltobias mbgminimizerbasedsparsedebruijngraphconstruction