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VALERIE

Visualising Splicing at Single-Cell Resolution

v1.1.0 · Jul 10, 2020 · GPL-3

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) <doi:10.1038/s41467-018-06063-x>. PSI are inferred from sequencing reads data based on specialised infrastructures for representing and computing annotated genomic ranges by Lawrence (2013) <doi:10.1371/journal.pcbi.1003118>. Computed PSI for each single cell are subsequently presented in the form of a heatmap implemented using the 'pheatmap' package by Kolde (2010) <https://CRAN.R-project.org/package=pheatmap>. 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) <https://CRAN.R-project.org/package=ggplot2>.

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r-devel-macos-arm64 OK
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CRAN incoming feasibility

Maintainer: ‘Sean Wen <sean.wenwx@gmail.com>’

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  Authors@R: person(given = "Sean",
                    family = "Wen",
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                    email = "sean.wenwx@gmail.com")
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package dependencies

Packages required but not available: 'GenomicAlignments', 'Rsamtools'

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Sean Wen <sean.wenwx@gmail.com>’

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                    role = c("aut", "cre"),
                    email = "sean.wenwx@gmail.com")
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NOTE r-oldrel-macos-arm64

installed package size

  installed size is  9.4Mb
  sub-directories of 1Mb or more:
    extdata   8.7Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is  9.4Mb
  sub-directories of 1Mb or more:
    extdata   8.7Mb
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  9.5Mb
  sub-directories of 1Mb or more:
    extdata   8.8Mb
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ERROR 9 OK · 4 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Mar 9, 2026
ERROR r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Sean Wen <sean.wenwx@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Sean",
                    family = "Wen",
                    role = c("aut", "cre"),
                    email = "sean.wenwx@gmail.com")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Sean Wen <sean.wenwx@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Sean",
                    family = "Wen",
                    role = c("aut", "cre"),
                    email = "sean.wenwx@gmail.com")
as necessary.
NOTE r-oldrel-macos-arm64

installed package size

  installed size is  9.4Mb
  sub-directories of 1Mb or more:
    extdata   8.7Mb
NOTE r-oldrel-macos-x86_64

installed package size

  installed size is  9.4Mb
  sub-directories of 1Mb or more:
    extdata   8.7Mb
NOTE r-oldrel-windows-x86_64

installed package size

  installed size is  9.5Mb
  sub-directories of 1Mb or more:
    extdata   8.8Mb

Dependency Network

Dependencies Reverse dependencies GenomicAlignments GenomicRanges IRanges Rsamtools plyr ggplot2 pheatmap ggplotify ggpubr scales VALERIE

Version History

new 1.1.0 Mar 9, 2026