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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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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. |
format | Online Article Text |
id | pubmed-8045333 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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