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IsoTV: processing and visualizing functional features of translated transcript isoforms

SUMMARY: Despite the continuous discovery of new transcript isoforms, fueled by the recent increase in accessibility and accuracy of long-read RNA sequencing data, functional differences between isoforms originating from the same gene often remain obscure. To address this issue and enable researcher...

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Detalles Bibliográficos
Autores principales: Annaldasula, Siddharth, Gajos, Martyna, Mayer, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8479675/
https://www.ncbi.nlm.nih.gov/pubmed/33585928
http://dx.doi.org/10.1093/bioinformatics/btab103
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author Annaldasula, Siddharth
Gajos, Martyna
Mayer, Andreas
author_facet Annaldasula, Siddharth
Gajos, Martyna
Mayer, Andreas
author_sort Annaldasula, Siddharth
collection PubMed
description SUMMARY: Despite the continuous discovery of new transcript isoforms, fueled by the recent increase in accessibility and accuracy of long-read RNA sequencing data, functional differences between isoforms originating from the same gene often remain obscure. To address this issue and enable researchers to assess potential functional consequences of transcript isoform variation on the proteome, we developed IsoTV. IsoTV is a versatile pipeline to process, predict and visualize the functional features of translated transcript isoforms. Attributes such as gene and isoform expression, transcript composition and functional features are summarized in an easy-to-interpret visualization. IsoTV is able to analyze a variety of data types from all eukaryotic organisms, including short- and long-read RNA-seq data. Using Oxford Nanopore long read data, we demonstrate that IsoTV facilitates the understanding of potential protein isoform function in different cancer cell types. AVAILABILITY AND IMPLEMENTATION: IsoTV is available at https://github.molgen.mpg.de/MayerGroup/IsoTV, with the corresponding documentation at https://isotv.readthedocs.io/. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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spelling pubmed-84796752021-09-30 IsoTV: processing and visualizing functional features of translated transcript isoforms Annaldasula, Siddharth Gajos, Martyna Mayer, Andreas Bioinformatics Applications Notes SUMMARY: Despite the continuous discovery of new transcript isoforms, fueled by the recent increase in accessibility and accuracy of long-read RNA sequencing data, functional differences between isoforms originating from the same gene often remain obscure. To address this issue and enable researchers to assess potential functional consequences of transcript isoform variation on the proteome, we developed IsoTV. IsoTV is a versatile pipeline to process, predict and visualize the functional features of translated transcript isoforms. Attributes such as gene and isoform expression, transcript composition and functional features are summarized in an easy-to-interpret visualization. IsoTV is able to analyze a variety of data types from all eukaryotic organisms, including short- and long-read RNA-seq data. Using Oxford Nanopore long read data, we demonstrate that IsoTV facilitates the understanding of potential protein isoform function in different cancer cell types. AVAILABILITY AND IMPLEMENTATION: IsoTV is available at https://github.molgen.mpg.de/MayerGroup/IsoTV, with the corresponding documentation at https://isotv.readthedocs.io/. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2021-02-15 /pmc/articles/PMC8479675/ /pubmed/33585928 http://dx.doi.org/10.1093/bioinformatics/btab103 Text en © The Author(s) 2021. 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 (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
Annaldasula, Siddharth
Gajos, Martyna
Mayer, Andreas
IsoTV: processing and visualizing functional features of translated transcript isoforms
title IsoTV: processing and visualizing functional features of translated transcript isoforms
title_full IsoTV: processing and visualizing functional features of translated transcript isoforms
title_fullStr IsoTV: processing and visualizing functional features of translated transcript isoforms
title_full_unstemmed IsoTV: processing and visualizing functional features of translated transcript isoforms
title_short IsoTV: processing and visualizing functional features of translated transcript isoforms
title_sort isotv: processing and visualizing functional features of translated transcript isoforms
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8479675/
https://www.ncbi.nlm.nih.gov/pubmed/33585928
http://dx.doi.org/10.1093/bioinformatics/btab103
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