<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Visualising Splicing at Single-Cell Resolution</dc:title>
  <dc:title>R package VALERIE version 1.1.0</dc:title>
  <dc:subject>CRAN Task View: Omics (https://CRAN.R-project.org/view=Omics)</dc:subject>
  <dc:description>Alternative splicing produces a variety of different protein products from a given gene. 'VALERIE' enables visualisation of alternative splicing events from high-throughput single-cell RNA-sequencing experiments. 'VALERIE' computes percent spliced-in (PSI) values for user-specified genomic coordinates corresponding to alternative splicing events. PSI is the proportion of sequencing reads supporting the included exon/intron as defined by Shiozawa (2018) &lt;doi:10.1038/s41467-018-06063-x&gt;. PSI are inferred from sequencing reads data based on specialised infrastructures for representing and computing annotated genomic ranges by Lawrence (2013) &lt;doi:10.1371/journal.pcbi.1003118&gt;. Computed PSI for each single cell are subsequently presented in the form of a heatmap implemented using the 'pheatmap' package by Kolde (2010) &lt;https://CRAN.R-project.org/package=pheatmap&gt;. Board overview of the mean PSI difference and associated p-values across different user-defined groups of single cells are presented in the form of a line graph using the 'ggplot2' package by Wickham (2007) &lt;https://CRAN.R-project.org/package=ggplot2&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Imports: GenomicAlignments (&gt;= 1.16.0), GenomicRanges (&gt;= 1.32.0),
IRanges (&gt;= 2.14.0), Rsamtools (&gt;= 1.34.0), plyr (&gt;= 1.8.4),
ggplot2 (&gt;= 3.0.0), pheatmap (&gt;= 1.0.10), ggplotify (&gt;= 0.0.3),
ggpubr (&gt;= 0.2.4), scales (&gt;= 1.0.0)</dc:relation>
  <dc:relation>Suggests: knitr, rmarkdown</dc:relation>
  <dc:creator>Sean Wen &lt;sean.wenwx@gmail.com&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Sean Wen</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2020-07-10</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=VALERIE</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.VALERIE</dc:identifier>
</oai_dc:dc>
