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TSIS: an R package to infer alternative splicing isoform switches for time-series data

SUMMARY: An alternative splicing isoform switch is where a pair of transcript isoforms reverse their relative expression abundances in response to external or internal stimuli. Although computational methods are available to study differential alternative splicing, few tools for detection of isoform...

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Detalles Bibliográficos
Autores principales: Guo, Wenbin, Calixto, Cristiane P G, Brown, John W S, Zhang, Runxuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5860037/
https://www.ncbi.nlm.nih.gov/pubmed/29028262
http://dx.doi.org/10.1093/bioinformatics/btx411
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author Guo, Wenbin
Calixto, Cristiane P G
Brown, John W S
Zhang, Runxuan
author_facet Guo, Wenbin
Calixto, Cristiane P G
Brown, John W S
Zhang, Runxuan
author_sort Guo, Wenbin
collection PubMed
description SUMMARY: An alternative splicing isoform switch is where a pair of transcript isoforms reverse their relative expression abundances in response to external or internal stimuli. Although computational methods are available to study differential alternative splicing, few tools for detection of isoform switches exist and these are based on pairwise comparisons. Here, we provide the TSIS R package, which is the first tool for detecting significant transcript isoform switches in time-series data. The main steps of TSIS are to search for the isoform switch points in the time-series, characterize the switches and filter the results with user input parameters. All the functions are integrated into a Shiny App for ease of implementation of the analysis. AVAILABILITY AND IMPLEMENTATION: The TSIS package is available on GitHub: https://github.com/wyguo/TSIS.
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spelling pubmed-58600372018-03-23 TSIS: an R package to infer alternative splicing isoform switches for time-series data Guo, Wenbin Calixto, Cristiane P G Brown, John W S Zhang, Runxuan Bioinformatics Applications Notes SUMMARY: An alternative splicing isoform switch is where a pair of transcript isoforms reverse their relative expression abundances in response to external or internal stimuli. Although computational methods are available to study differential alternative splicing, few tools for detection of isoform switches exist and these are based on pairwise comparisons. Here, we provide the TSIS R package, which is the first tool for detecting significant transcript isoform switches in time-series data. The main steps of TSIS are to search for the isoform switch points in the time-series, characterize the switches and filter the results with user input parameters. All the functions are integrated into a Shiny App for ease of implementation of the analysis. AVAILABILITY AND IMPLEMENTATION: The TSIS package is available on GitHub: https://github.com/wyguo/TSIS. Oxford University Press 2017-10-15 2017-06-26 /pmc/articles/PMC5860037/ /pubmed/29028262 http://dx.doi.org/10.1093/bioinformatics/btx411 Text en © The Author 2017. Published by Oxford University Press. http://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/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Applications Notes
Guo, Wenbin
Calixto, Cristiane P G
Brown, John W S
Zhang, Runxuan
TSIS: an R package to infer alternative splicing isoform switches for time-series data
title TSIS: an R package to infer alternative splicing isoform switches for time-series data
title_full TSIS: an R package to infer alternative splicing isoform switches for time-series data
title_fullStr TSIS: an R package to infer alternative splicing isoform switches for time-series data
title_full_unstemmed TSIS: an R package to infer alternative splicing isoform switches for time-series data
title_short TSIS: an R package to infer alternative splicing isoform switches for time-series data
title_sort tsis: an r package to infer alternative splicing isoform switches for time-series data
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5860037/
https://www.ncbi.nlm.nih.gov/pubmed/29028262
http://dx.doi.org/10.1093/bioinformatics/btx411
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