Package: ccRemover 1.0.4
ccRemover: Removes the Cell-Cycle Effect from Single-Cell RNA-Sequencing Data
Implements a method for identifying and removing the cell-cycle effect from scRNA-Seq data. The description of the method is in Barron M. and Li J. (2016) <doi:10.1038/srep33892>. Identifying and removing the cell-cycle effect from single-cell RNA-Sequencing data. Submitted. Different from previous methods, ccRemover implements a mechanism that formally tests whether a component is cell-cycle related or not, and thus while it often thoroughly removes the cell-cycle effect, it preserves other features/signals of interest in the data.
Authors:
ccRemover_1.0.4.tar.gz
ccRemover_1.0.4.tar.gz(r-4.5-noble)ccRemover_1.0.4.tar.gz(r-4.4-noble)
ccRemover_1.0.4.tgz(r-4.4-emscripten)ccRemover_1.0.4.tgz(r-4.3-emscripten)
ccRemover.pdf |ccRemover.html✨
ccRemover/json (API)
# Install 'ccRemover' in R: |
install.packages('ccRemover', repos = 'https://cloud.r-project.org') |
- dat - A simulated scRNA-Seq data.
- human_cell_cycle_genes - Homo Sapien genes which are annotated to the cell-cycle
- mouse_cell_cycle_genes - Mus Musculus genes which are annotated to the cell-cycle
- t.cell_data - Single-Cell RNA-Seq data from differentiating T-helper cells
Conda:r-ccremover-1.0.4(2025-03-25)
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 8 years agofrom:39249bf6eb. Checks:3 OK. Indexed: no.
Target | Result | Latest binary |
---|---|---|
Doc / Vignettes | OK | Mar 17 2025 |
R-4.5-linux | OK | Mar 17 2025 |
R-4.4-linux | OK | Mar 17 2025 |
Exports:bootstrap_diffccRemovergene_indexerget_diffhello
Dependencies:
Citation
To cite package ‘ccRemover’ in publications use:
Li J, Barron M (2017). ccRemover: Removes the Cell-Cycle Effect from Single-Cell RNA-Sequencing Data. R package version 1.0.4, https://CRAN.R-project.org/package=ccRemover.
Corresponding BibTeX entry:
@Manual{, title = {ccRemover: Removes the Cell-Cycle Effect from Single-Cell RNA-Sequencing Data}, author = {Jun Li and Martin Barron}, year = {2017}, note = {R package version 1.0.4}, url = {https://CRAN.R-project.org/package=ccRemover}, }
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Calculates the difference in the loading score for cell-cycle and control genes | bootstrap_diff |
Removes the effect of the cell-cycle | ccRemover |
A simulated scRNA-Seq data. | dat |
Identifies genes annotated to the cell-cycle | gene_indexer |
Calculates the average load difference between the cell-cycle genes and control genes for each component. | get_diff |
Hello, World! | hello |
Homo Sapien genes which are annotated to the cell-cycle | human_cell_cycle_genes |
Mus Musculus genes which are annotated to the cell-cycle | mouse_cell_cycle_genes |
Single-Cell RNA-Seq data from differentiating T-helper cells | t.cell_data |