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DESCRIPTION
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Package: DENDRO
Type: Package
Title: Dna based EvolutioNary tree preDiction by scRna-seq technOlogy
Version: 0.2.2
Author: Zilu Zhou, Nancy R. Zhang
Maintainer: Zilu Zhou <[email protected]>
Description: We propose DENDRO, a statistical framework takes scRNA-seq data
for a tumor and accurately reconstructs its phylogeny, assigning each single
cell from the scRNA-seq data to a subclone. Our approach allows us to (1)
cluster cells based on genomic profiles while accounting for transcriptional
bursting, technical dropout and sequencing error, as benchmarked on in silico
mixture and a spike-in analysis, (2) make robust mutation profile inference
in subclonal resolution, and (3) perform DNA-RNA joint analysis with same set
of cells and examine the relationship between transcriptomic variation and
mutation profile. In addition,
License: GPL-3
Depends: R (>= 3.4.1), TailRank,
dendextend, phangorn, svMisc,
colorspace, phyclust, mclust, ggplot2
Encoding: UTF-8
LazyData: true