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SPAligner: alignment of long diverged molecular sequences to assembly graphs

BACKGROUND: Graph-based representation of genome assemblies has been recently used in different contexts — from improved reconstruction of plasmid sequences and refined analysis of metagenomic data to read error correction and reference-free haplotype reconstruction. While many of these applications...

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Autores principales: Dvorkina, Tatiana, Antipov, Dmitry, Korobeynikov, Anton, Nurk, Sergey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7379835/
https://www.ncbi.nlm.nih.gov/pubmed/32703258
http://dx.doi.org/10.1186/s12859-020-03590-7
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author Dvorkina, Tatiana
Antipov, Dmitry
Korobeynikov, Anton
Nurk, Sergey
author_facet Dvorkina, Tatiana
Antipov, Dmitry
Korobeynikov, Anton
Nurk, Sergey
author_sort Dvorkina, Tatiana
collection PubMed
description BACKGROUND: Graph-based representation of genome assemblies has been recently used in different contexts — from improved reconstruction of plasmid sequences and refined analysis of metagenomic data to read error correction and reference-free haplotype reconstruction. While many of these applications heavily utilize the alignment of long nucleotide sequences to assembly graphs, first general-purpose software tools for finding such alignments have been released only recently and their deficiencies and limitations are yet to be discovered. Moreover, existing tools can not perform alignment of amino acid sequences, which could prove useful in various contexts — in particular the analysis of metagenomic sequencing data. RESULTS: In this work we present a novel SPAligner (Saint-Petersburg Aligner) tool for aligning long diverged nucleotide and amino acid sequences to assembly graphs. We demonstrate that SPAligner is an efficient solution for mapping third generation sequencing reads onto assembly graphs of various complexity and also show how it can facilitate the identification of known genes in complex metagenomic datasets. CONCLUSIONS: Our work will facilitate accelerating the development of graph-based approaches in solving sequence to genome assembly alignment problem. SPAligner is implemented as a part of SPAdes tools library and is available on Github.
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spelling pubmed-73798352020-08-04 SPAligner: alignment of long diverged molecular sequences to assembly graphs Dvorkina, Tatiana Antipov, Dmitry Korobeynikov, Anton Nurk, Sergey BMC Bioinformatics Software BACKGROUND: Graph-based representation of genome assemblies has been recently used in different contexts — from improved reconstruction of plasmid sequences and refined analysis of metagenomic data to read error correction and reference-free haplotype reconstruction. While many of these applications heavily utilize the alignment of long nucleotide sequences to assembly graphs, first general-purpose software tools for finding such alignments have been released only recently and their deficiencies and limitations are yet to be discovered. Moreover, existing tools can not perform alignment of amino acid sequences, which could prove useful in various contexts — in particular the analysis of metagenomic sequencing data. RESULTS: In this work we present a novel SPAligner (Saint-Petersburg Aligner) tool for aligning long diverged nucleotide and amino acid sequences to assembly graphs. We demonstrate that SPAligner is an efficient solution for mapping third generation sequencing reads onto assembly graphs of various complexity and also show how it can facilitate the identification of known genes in complex metagenomic datasets. CONCLUSIONS: Our work will facilitate accelerating the development of graph-based approaches in solving sequence to genome assembly alignment problem. SPAligner is implemented as a part of SPAdes tools library and is available on Github. BioMed Central 2020-07-24 /pmc/articles/PMC7379835/ /pubmed/32703258 http://dx.doi.org/10.1186/s12859-020-03590-7 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
Dvorkina, Tatiana
Antipov, Dmitry
Korobeynikov, Anton
Nurk, Sergey
SPAligner: alignment of long diverged molecular sequences to assembly graphs
title SPAligner: alignment of long diverged molecular sequences to assembly graphs
title_full SPAligner: alignment of long diverged molecular sequences to assembly graphs
title_fullStr SPAligner: alignment of long diverged molecular sequences to assembly graphs
title_full_unstemmed SPAligner: alignment of long diverged molecular sequences to assembly graphs
title_short SPAligner: alignment of long diverged molecular sequences to assembly graphs
title_sort spaligner: alignment of long diverged molecular sequences to assembly graphs
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7379835/
https://www.ncbi.nlm.nih.gov/pubmed/32703258
http://dx.doi.org/10.1186/s12859-020-03590-7
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