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Jutils: a visualization toolkit for differential alternative splicing events

MOTIVATION: Gene alternative splicing plays an important role in development, tissue specialization and disease and differences in splicing patterns can reveal important factors for phenotypic differentiation. While multiple computational methods exist to determine splicing differences, there is a n...

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Detalles Bibliográficos
Autores principales: Yang, Guangyu, Cope, Leslie, He, Zitong, Florea, Liliana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9502236/
https://www.ncbi.nlm.nih.gov/pubmed/34021745
http://dx.doi.org/10.1093/bioinformatics/btab401
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author Yang, Guangyu
Cope, Leslie
He, Zitong
Florea, Liliana
author_facet Yang, Guangyu
Cope, Leslie
He, Zitong
Florea, Liliana
author_sort Yang, Guangyu
collection PubMed
description MOTIVATION: Gene alternative splicing plays an important role in development, tissue specialization and disease and differences in splicing patterns can reveal important factors for phenotypic differentiation. While multiple computational methods exist to determine splicing differences, there is a need for user-friendly visualizations that present an intuitive view of the data and work across methods. RESULTS: We developed a toolkit, Jutils, for visualizing differential splicing events at the intron (splice junction) level. Jutils is method-agnostic, converting individual tools’ output into a unified representation and using it to create visualizations. Jutils creates three types of visualizations, namely heatmaps of absolute and Z-score normalized splice ratios, sashimi plots and Venn diagrams of results from multiple comparisons. Jutils is lightweight, relying solely on the unified data file for visualizations. AVAILABILITY AND IMPLEMENTATION: Jutils is implemented in Python and is available from https://github.com/Splicebox/Jutils.
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spelling pubmed-95022362022-09-26 Jutils: a visualization toolkit for differential alternative splicing events Yang, Guangyu Cope, Leslie He, Zitong Florea, Liliana Bioinformatics Applications Notes MOTIVATION: Gene alternative splicing plays an important role in development, tissue specialization and disease and differences in splicing patterns can reveal important factors for phenotypic differentiation. While multiple computational methods exist to determine splicing differences, there is a need for user-friendly visualizations that present an intuitive view of the data and work across methods. RESULTS: We developed a toolkit, Jutils, for visualizing differential splicing events at the intron (splice junction) level. Jutils is method-agnostic, converting individual tools’ output into a unified representation and using it to create visualizations. Jutils creates three types of visualizations, namely heatmaps of absolute and Z-score normalized splice ratios, sashimi plots and Venn diagrams of results from multiple comparisons. Jutils is lightweight, relying solely on the unified data file for visualizations. AVAILABILITY AND IMPLEMENTATION: Jutils is implemented in Python and is available from https://github.com/Splicebox/Jutils. Oxford University Press 2021-05-22 /pmc/articles/PMC9502236/ /pubmed/34021745 http://dx.doi.org/10.1093/bioinformatics/btab401 Text en © The Author(s) 2021. Published by Oxford University Press. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Applications Notes
Yang, Guangyu
Cope, Leslie
He, Zitong
Florea, Liliana
Jutils: a visualization toolkit for differential alternative splicing events
title Jutils: a visualization toolkit for differential alternative splicing events
title_full Jutils: a visualization toolkit for differential alternative splicing events
title_fullStr Jutils: a visualization toolkit for differential alternative splicing events
title_full_unstemmed Jutils: a visualization toolkit for differential alternative splicing events
title_short Jutils: a visualization toolkit for differential alternative splicing events
title_sort jutils: a visualization toolkit for differential alternative splicing events
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9502236/
https://www.ncbi.nlm.nih.gov/pubmed/34021745
http://dx.doi.org/10.1093/bioinformatics/btab401
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