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DESCRIPTION
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Package: TSCAN
Type: Package
Title: Tools for Single-Cell Analysis
Version: 1.43.2
Date: 2024-08-14
Authors@R: c(
person("Zhicheng", "Ji", role=c("aut", "cre"), email="[email protected]"),
person("Hongkai", "Ji", role=c("aut")),
person("Aaron", "Lun", role=c("ctb"), email="[email protected]")
)
Description:
Provides methods to perform trajectory analysis based on a minimum spanning
tree constructed from cluster centroids. Computes pseudotemporal cell
orderings by mapping cells in each cluster (or new cells) to the closest
edge in the tree. Uses linear modelling to identify differentially
expressed genes along each path through the tree. Several plotting and
interactive visualization functions are also implemented.
License: GPL(>=2)
Depends: R (>= 4.4.0), SingleCellExperiment, TrajectoryUtils
Imports: ggplot2, shiny, plyr, grid, fastICA, igraph, combinat, mgcv,
mclust, gplots, methods, stats, Matrix, SummarizedExperiment,
SparseArray (>= 1.5.23), DelayedArray (>= 0.31.9), S4Vectors
VignetteBuilder: knitr
Suggests: knitr, testthat, scuttle, scran, metapod, BiocParallel,
BiocNeighbors, batchelor
biocViews: GeneExpression, Visualization, GUI
RoxygenNote: 7.3.2
git_url: https://git.bioconductor.org/packages/TSCAN
git_branch: RELEASE_3_15
git_last_commit: f9c8b02
git_last_commit_date: 2022-04-26
Date/Publication: 2022-04-26
NeedsCompilation: no
Packaged: 2022-04-26 22:19:19 UTC; biocbuild
Author: Zhicheng Ji [aut, cre],
Hongkai Ji [aut],
Aaron Lun [ctb]
Maintainer: Zhicheng Ji <[email protected]>