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Bifrost: highly parallel construction and indexing of colored and compacted de Bruijn graphs

Memory consumption of de Bruijn graphs is often prohibitive. Most de Bruijn graph-based assemblers reduce the complexity by compacting paths into single vertices, but this is challenging as it requires the uncompacted de Bruijn graph to be available in memory. We present a parallel and memory-effici...

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Detalles Bibliográficos
Autores principales: Holley, Guillaume, Melsted, Páll
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7499882/
https://www.ncbi.nlm.nih.gov/pubmed/32943081
http://dx.doi.org/10.1186/s13059-020-02135-8
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author Holley, Guillaume
Melsted, Páll
author_facet Holley, Guillaume
Melsted, Páll
author_sort Holley, Guillaume
collection PubMed
description Memory consumption of de Bruijn graphs is often prohibitive. Most de Bruijn graph-based assemblers reduce the complexity by compacting paths into single vertices, but this is challenging as it requires the uncompacted de Bruijn graph to be available in memory. We present a parallel and memory-efficient algorithm enabling the direct construction of the compacted de Bruijn graph without producing the intermediate uncompacted graph. Bifrost features a broad range of functions, such as indexing, editing, and querying the graph, and includes a graph coloring method that maps each k-mer of the graph to the genomes it occurs in. Availability https://github.com/pmelsted/bifrost
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spelling pubmed-74998822020-09-21 Bifrost: highly parallel construction and indexing of colored and compacted de Bruijn graphs Holley, Guillaume Melsted, Páll Genome Biol Software Memory consumption of de Bruijn graphs is often prohibitive. Most de Bruijn graph-based assemblers reduce the complexity by compacting paths into single vertices, but this is challenging as it requires the uncompacted de Bruijn graph to be available in memory. We present a parallel and memory-efficient algorithm enabling the direct construction of the compacted de Bruijn graph without producing the intermediate uncompacted graph. Bifrost features a broad range of functions, such as indexing, editing, and querying the graph, and includes a graph coloring method that maps each k-mer of the graph to the genomes it occurs in. Availability https://github.com/pmelsted/bifrost BioMed Central 2020-09-17 /pmc/articles/PMC7499882/ /pubmed/32943081 http://dx.doi.org/10.1186/s13059-020-02135-8 Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. 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 in a credit line to the data.
spellingShingle Software
Holley, Guillaume
Melsted, Páll
Bifrost: highly parallel construction and indexing of colored and compacted de Bruijn graphs
title Bifrost: highly parallel construction and indexing of colored and compacted de Bruijn graphs
title_full Bifrost: highly parallel construction and indexing of colored and compacted de Bruijn graphs
title_fullStr Bifrost: highly parallel construction and indexing of colored and compacted de Bruijn graphs
title_full_unstemmed Bifrost: highly parallel construction and indexing of colored and compacted de Bruijn graphs
title_short Bifrost: highly parallel construction and indexing of colored and compacted de Bruijn graphs
title_sort bifrost: highly parallel construction and indexing of colored and compacted de bruijn graphs
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7499882/
https://www.ncbi.nlm.nih.gov/pubmed/32943081
http://dx.doi.org/10.1186/s13059-020-02135-8
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