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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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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 |
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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 |
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