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Oscope

Oscope - A statistical pipeline for identifying oscillatory genes in unsynchronized single cell RNA-seq

Bioconductor version: 3.23 · Package version: 1.42.0

Oscope is a statistical pipeline developed to identifying and recovering the base cycle profiles of oscillating genes in an unsynchronized single cell RNA-seq experiment. The Oscope pipeline includes three modules: a sine model module to search for candidate oscillator pairs; a K-medoids clustering module to cluster candidate oscillators into groups; and an extended nearest insertion module to recover the base cycle order for each oscillator group.

Installation

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("Oscope")

Details

MaintainerNing Leng <lengning1@gmail.com>
AuthorNing Leng
LicenseArtistic-2.0
Downloads rank546
Source branchRELEASE_3_23
biocViewsGeneExpression, ImmunoOncology, RNASeq, Sequencing, Software, StatisticalMethod

Documentation

Download

Follow the installation instructions to use this package in your R session.

Source packageOscope_1.42.0.tar.gz
Windows binary (x86_64)Oscope_1.42.0.zip
macOS binary (arm64)Oscope_1.42.0.tgz
macOS binary (x86_64)Oscope_1.42.0.tgz
Dependencies

Depends: EBSeq, cluster, testthat, BiocParallel

Suggests: BiocStyle

Reverse dependencies

Imports Me (1): scDDboost