Cargando…

VALERIE: Visual-based inspection of alternative splicing events at single-cell resolution

We present VALERIE (Visualising alternative splicing events from single-cell ribonucleic acid-sequencing experiments), an R package for visualising alternative splicing events at single-cell resolution. To explore any given specified genomic region, corresponding to an alternative splicing event, VA...

Descripción completa

Detalles Bibliográficos
Autores principales: Wen, Wei Xiong, Mead, Adam J., Thongjuea, Supat
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7500686/
https://www.ncbi.nlm.nih.gov/pubmed/32898151
http://dx.doi.org/10.1371/journal.pcbi.1008195
_version_ 1783583904896122880
author Wen, Wei Xiong
Mead, Adam J.
Thongjuea, Supat
author_facet Wen, Wei Xiong
Mead, Adam J.
Thongjuea, Supat
author_sort Wen, Wei Xiong
collection PubMed
description We present VALERIE (Visualising alternative splicing events from single-cell ribonucleic acid-sequencing experiments), an R package for visualising alternative splicing events at single-cell resolution. To explore any given specified genomic region, corresponding to an alternative splicing event, VALERIE generates an ensemble of informative plots to visualise cell-to-cell heterogeneity of alternative splicing profiles across single cells and performs statistical tests to compare percent spliced-in (PSI) values across the user-defined groups of cells. Among the features available, VALERIE displays PSI values, in lieu of read coverage, which is more suitable for representing alternative splicing profiles for a large number of samples typically generated by single-cell RNA-sequencing experiments. VALERIE is available on the Comprehensive R Archive Network (CRAN): https://cran.r-project.org/web/packages/VALERIE/index.html.
format Online
Article
Text
id pubmed-7500686
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-75006862020-09-24 VALERIE: Visual-based inspection of alternative splicing events at single-cell resolution Wen, Wei Xiong Mead, Adam J. Thongjuea, Supat PLoS Comput Biol Research Article We present VALERIE (Visualising alternative splicing events from single-cell ribonucleic acid-sequencing experiments), an R package for visualising alternative splicing events at single-cell resolution. To explore any given specified genomic region, corresponding to an alternative splicing event, VALERIE generates an ensemble of informative plots to visualise cell-to-cell heterogeneity of alternative splicing profiles across single cells and performs statistical tests to compare percent spliced-in (PSI) values across the user-defined groups of cells. Among the features available, VALERIE displays PSI values, in lieu of read coverage, which is more suitable for representing alternative splicing profiles for a large number of samples typically generated by single-cell RNA-sequencing experiments. VALERIE is available on the Comprehensive R Archive Network (CRAN): https://cran.r-project.org/web/packages/VALERIE/index.html. Public Library of Science 2020-09-08 /pmc/articles/PMC7500686/ /pubmed/32898151 http://dx.doi.org/10.1371/journal.pcbi.1008195 Text en © 2020 Wen et al 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 use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Wen, Wei Xiong
Mead, Adam J.
Thongjuea, Supat
VALERIE: Visual-based inspection of alternative splicing events at single-cell resolution
title VALERIE: Visual-based inspection of alternative splicing events at single-cell resolution
title_full VALERIE: Visual-based inspection of alternative splicing events at single-cell resolution
title_fullStr VALERIE: Visual-based inspection of alternative splicing events at single-cell resolution
title_full_unstemmed VALERIE: Visual-based inspection of alternative splicing events at single-cell resolution
title_short VALERIE: Visual-based inspection of alternative splicing events at single-cell resolution
title_sort valerie: visual-based inspection of alternative splicing events at single-cell resolution
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7500686/
https://www.ncbi.nlm.nih.gov/pubmed/32898151
http://dx.doi.org/10.1371/journal.pcbi.1008195
work_keys_str_mv AT wenweixiong valerievisualbasedinspectionofalternativesplicingeventsatsinglecellresolution
AT meadadamj valerievisualbasedinspectionofalternativesplicingeventsatsinglecellresolution
AT thongjueasupat valerievisualbasedinspectionofalternativesplicingeventsatsinglecellresolution