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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 |
Sumario: | 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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