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DESCRIPTION
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DESCRIPTION
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Package: DEP
Title: Differential Enrichment analysis of Proteomics data
Version: 1.7.1
Authors@R: c(
person("Arne", "Smits", email = "smits.arne@gmail.com", role = c("cre", "aut")),
person("Wolfgang", "Huber", email = "wolfgang.huber@embl.de", role = "aut"))
Description: This package provides an integrated analysis workflow for robust
and reproducible analysis of mass spectrometry proteomics data for
differential protein expression or differential enrichment.
It requires tabular input (e.g. txt files) as generated by
quantitative analysis softwares of raw mass spectrometry data,
such as MaxQuant or IsobarQuant. Functions are provided for
data preparation, filtering, variance normalization and
imputation of missing values, as well as statistical testing of
differentially enriched / expressed proteins. It also includes tools to
check intermediate steps in the workflow, such as normalization and
missing values imputation. Finally, visualization tools are provided
to explore the results, including heatmap, volcano plot and barplot
representations. For scientists with limited experience in R,
the package also contains wrapper functions that entail the complete
analysis workflow and generate a report. Even easier to use are the
interactive Shiny apps that are provided by the package.
License: Artistic-2.0
Depends: R (>= 3.5)
Encoding: UTF-8
LazyData: true
Imports: ggplot2, dplyr, purrr, readr, tibble, tidyr,
SummarizedExperiment (>= 1.11.5), MSnbase, limma, vsn, fdrtool, ggrepel,
ComplexHeatmap, RColorBrewer, circlize, shiny, shinydashboard,
DT, rmarkdown, assertthat, gridExtra, grid, stats, imputeLCMD, cluster
RoxygenNote: 6.1.1
Suggests: testthat,
enrichR,
knitr,
BiocStyle
biocViews: ImmunoOncology, Proteomics, MassSpectrometry, DifferentialExpression,
DataRepresentation
VignetteBuilder: knitr