Cargando…

BiasAway: command-line and web server to generate nucleotide composition-matched DNA background sequences

MOTIVATION: Accurate motif enrichment analyses depend on the choice of background DNA sequences used, which should ideally match the sequence composition of the foreground sequences. It is important to avoid false positive enrichment due to sequence biases in the genome, such as GC-bias. Therefore,...

Descripción completa

Detalles Bibliográficos
Autores principales: Khan, Aziz, Riudavets Puig, Rafael, Boddie, Paul, Mathelier, Anthony
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8275979/
https://www.ncbi.nlm.nih.gov/pubmed/33135764
http://dx.doi.org/10.1093/bioinformatics/btaa928
_version_ 1783721821762224128
author Khan, Aziz
Riudavets Puig, Rafael
Boddie, Paul
Mathelier, Anthony
author_facet Khan, Aziz
Riudavets Puig, Rafael
Boddie, Paul
Mathelier, Anthony
author_sort Khan, Aziz
collection PubMed
description MOTIVATION: Accurate motif enrichment analyses depend on the choice of background DNA sequences used, which should ideally match the sequence composition of the foreground sequences. It is important to avoid false positive enrichment due to sequence biases in the genome, such as GC-bias. Therefore, relying on an appropriate set of background sequences is crucial for enrichment analysis. RESULTS: We developed BiasAway, a command line tool and its dedicated easy-to-use web server to generate synthetic sequences matching any k-mer nucleotide composition or select genomic DNA sequences matching the mononucleotide composition of the foreground sequences through four different models. For genomic sequences, we provide precomputed partitions of genomes from nine species with five different bin sizes to generate appropriate genomic background sequences. AVAILABILITY AND IMPLEMENTATION: BiasAway source code is freely available from Bitbucket (https://bitbucket.org/CBGR/biasaway) and can be easily installed using bioconda or pip. The web server is available at https://biasaway.uio.no and a detailed documentation is available at https://biasaway.readthedocs.io. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
format Online
Article
Text
id pubmed-8275979
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-82759792021-07-13 BiasAway: command-line and web server to generate nucleotide composition-matched DNA background sequences Khan, Aziz Riudavets Puig, Rafael Boddie, Paul Mathelier, Anthony Bioinformatics Applications Notes MOTIVATION: Accurate motif enrichment analyses depend on the choice of background DNA sequences used, which should ideally match the sequence composition of the foreground sequences. It is important to avoid false positive enrichment due to sequence biases in the genome, such as GC-bias. Therefore, relying on an appropriate set of background sequences is crucial for enrichment analysis. RESULTS: We developed BiasAway, a command line tool and its dedicated easy-to-use web server to generate synthetic sequences matching any k-mer nucleotide composition or select genomic DNA sequences matching the mononucleotide composition of the foreground sequences through four different models. For genomic sequences, we provide precomputed partitions of genomes from nine species with five different bin sizes to generate appropriate genomic background sequences. AVAILABILITY AND IMPLEMENTATION: BiasAway source code is freely available from Bitbucket (https://bitbucket.org/CBGR/biasaway) and can be easily installed using bioconda or pip. The web server is available at https://biasaway.uio.no and a detailed documentation is available at https://biasaway.readthedocs.io. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2020-11-02 /pmc/articles/PMC8275979/ /pubmed/33135764 http://dx.doi.org/10.1093/bioinformatics/btaa928 Text en © The Author(s) 2020. 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
Khan, Aziz
Riudavets Puig, Rafael
Boddie, Paul
Mathelier, Anthony
BiasAway: command-line and web server to generate nucleotide composition-matched DNA background sequences
title BiasAway: command-line and web server to generate nucleotide composition-matched DNA background sequences
title_full BiasAway: command-line and web server to generate nucleotide composition-matched DNA background sequences
title_fullStr BiasAway: command-line and web server to generate nucleotide composition-matched DNA background sequences
title_full_unstemmed BiasAway: command-line and web server to generate nucleotide composition-matched DNA background sequences
title_short BiasAway: command-line and web server to generate nucleotide composition-matched DNA background sequences
title_sort biasaway: command-line and web server to generate nucleotide composition-matched dna background sequences
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8275979/
https://www.ncbi.nlm.nih.gov/pubmed/33135764
http://dx.doi.org/10.1093/bioinformatics/btaa928
work_keys_str_mv AT khanaziz biasawaycommandlineandwebservertogeneratenucleotidecompositionmatcheddnabackgroundsequences
AT riudavetspuigrafael biasawaycommandlineandwebservertogeneratenucleotidecompositionmatcheddnabackgroundsequences
AT boddiepaul biasawaycommandlineandwebservertogeneratenucleotidecompositionmatcheddnabackgroundsequences
AT mathelieranthony biasawaycommandlineandwebservertogeneratenucleotidecompositionmatcheddnabackgroundsequences