Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1783562730731470848 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7379835 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT dvorkinatatiana spaligneralignmentoflongdivergedmolecularsequencestoassemblygraphs AT antipovdmitry spaligneralignmentoflongdivergedmolecularsequencestoassemblygraphs AT korobeynikovanton spaligneralignmentoflongdivergedmolecularsequencestoassemblygraphs AT nurksergey spaligneralignmentoflongdivergedmolecularsequencestoassemblygraphs |