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Streamlining differential exon and 3′ UTR usage with diffUTR

BACKGROUND: Despite the importance of alternative poly-adenylation and 3′ UTR length for a variety of biological phenomena, there are limited means of detecting UTR changes from standard transcriptomic data. RESULTS: We present the diffUTR Bioconductor package which streamlines and improves upon dif...

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Autores principales: Gerber, Stefan, Schratt, Gerhard, Germain, Pierre-Luc
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8045333/
https://www.ncbi.nlm.nih.gov/pubmed/33849458
http://dx.doi.org/10.1186/s12859-021-04114-7
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author Gerber, Stefan
Schratt, Gerhard
Germain, Pierre-Luc
author_facet Gerber, Stefan
Schratt, Gerhard
Germain, Pierre-Luc
author_sort Gerber, Stefan
collection PubMed
description BACKGROUND: Despite the importance of alternative poly-adenylation and 3′ UTR length for a variety of biological phenomena, there are limited means of detecting UTR changes from standard transcriptomic data. RESULTS: We present the diffUTR Bioconductor package which streamlines and improves upon differential exon usage (DEU) analyses, and leverages existing DEU tools and alternative poly-adenylation site databases to enable differential 3′ UTR usage analysis. We demonstrate the diffUTR features and show that it is more flexible and more accurate than state-of-the-art alternatives, both in simulations and in real data. CONCLUSIONS: diffUTR enables differential 3′ UTR analysis and more generally facilitates DEU and the exploration of their results. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12859-021-04114-7.
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spelling pubmed-80453332021-04-14 Streamlining differential exon and 3′ UTR usage with diffUTR Gerber, Stefan Schratt, Gerhard Germain, Pierre-Luc BMC Bioinformatics Methodology Article BACKGROUND: Despite the importance of alternative poly-adenylation and 3′ UTR length for a variety of biological phenomena, there are limited means of detecting UTR changes from standard transcriptomic data. RESULTS: We present the diffUTR Bioconductor package which streamlines and improves upon differential exon usage (DEU) analyses, and leverages existing DEU tools and alternative poly-adenylation site databases to enable differential 3′ UTR usage analysis. We demonstrate the diffUTR features and show that it is more flexible and more accurate than state-of-the-art alternatives, both in simulations and in real data. CONCLUSIONS: diffUTR enables differential 3′ UTR analysis and more generally facilitates DEU and the exploration of their results. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12859-021-04114-7. BioMed Central 2021-04-13 /pmc/articles/PMC8045333/ /pubmed/33849458 http://dx.doi.org/10.1186/s12859-021-04114-7 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://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 Methodology Article
Gerber, Stefan
Schratt, Gerhard
Germain, Pierre-Luc
Streamlining differential exon and 3′ UTR usage with diffUTR
title Streamlining differential exon and 3′ UTR usage with diffUTR
title_full Streamlining differential exon and 3′ UTR usage with diffUTR
title_fullStr Streamlining differential exon and 3′ UTR usage with diffUTR
title_full_unstemmed Streamlining differential exon and 3′ UTR usage with diffUTR
title_short Streamlining differential exon and 3′ UTR usage with diffUTR
title_sort streamlining differential exon and 3′ utr usage with diffutr
topic Methodology Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8045333/
https://www.ncbi.nlm.nih.gov/pubmed/33849458
http://dx.doi.org/10.1186/s12859-021-04114-7
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