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,...
Autores principales: | , , , |
---|---|
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 |