Package: imsig 1.1.3
imsig: Immune Cell Gene Signatures for Profiling the Microenvironment of Solid Tumours
Estimate the relative abundance of tissue-infiltrating immune subpopulations abundances using gene expression data.
Authors:
imsig_1.1.3.tar.gz
imsig_1.1.3.zip(r-4.7-any)imsig_1.1.3.zip(r-4.6-any)imsig_1.1.3.zip(r-4.5-any)
imsig_1.1.3.tgz(r-4.6-any)imsig_1.1.3.tgz(r-4.5-any)
imsig_1.1.3.tar.gz(r-4.7-any)imsig_1.1.3.tar.gz(r-4.6-any)
imsig_1.1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
imsig/json (API)
| # Install 'imsig' in R: |
| install.packages('imsig', repos = c('https://ajitjohnson.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ajitjohnson/imsig/issues
- example_cli - Example clinical data file for survival analysis with ImSig
- example_data - Example transcriptomics data
- sig - ImSig genes
cancerdeconvolutionimmunetranscriptomics
Last updated from:929f5ce9df. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 155 | ||
| source / vignettes | OK | 185 | ||
| linux-release | OK | 161 | ||
| macos-release | OK | 207 | ||
| macos-oldrel | OK | 164 | ||
| windows-devel | OK | 106 | ||
| windows-release | OK | 92 | ||
| windows-oldrel | OK | 93 | ||
| wasm-release | OK | 112 |
Exports:feature_selectgene_statimsigimsig_survivalplot_abundanceplot_networkplot_survival
Dependencies:clicpp11farverggplot2gluegridExtragtableHiClimRigraphisobandlabelinglatticelifecyclemagrittrMatrixncdf4pkgconfigR6RColorBrewerrlangS7scalessurvivalvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Correlation matrix | corr_matrix |
| Example clinical data file for survival analysis with ImSig | example_cli |
| Example transcriptomics data | example_data |
| Feature selection of signature genes | feature_select |
| General stastitics of ImSig analysis | gene_stat |
| Estimate the relative abundance of tissue-infiltrating immune subpopulations abundances using gene expression data | imsig |
| Survival analysis based on relative abundance of immune infiltration estimated by ImSig | imsig_survival |
| Plot relative abundance of immune cells | plot_abundance |
| Network graph of ImSig genes | plot_network |
| Forest plot of survial analysis by ImSig | plot_survival |
| Pre-processing expression matrix | pp_exp |
| Pre-processing ImSig file | pp_sig |
| ImSig genes | sig |
