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-4.5)imsig_1.1.3.zip(r-4.4)imsig_1.1.3.zip(r-4.3)
imsig_1.1.3.tgz(r-4.4-any)imsig_1.1.3.tgz(r-4.3-any)
imsig_1.1.3.tar.gz(r-4.5-noble)imsig_1.1.3.tar.gz(r-4.4-noble)
imsig_1.1.3.tgz(r-4.4-emscripten)imsig_1.1.3.tgz(r-4.3-emscripten)
imsig.pdf |imsig.html✨
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 4 years agofrom:929f5ce9df. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 11 2024 |
R-4.5-win | OK | Oct 11 2024 |
R-4.5-linux | OK | Oct 11 2024 |
R-4.4-win | OK | Oct 11 2024 |
R-4.4-mac | OK | Oct 11 2024 |
R-4.3-win | OK | Oct 11 2024 |
R-4.3-mac | OK | Oct 11 2024 |
Exports:feature_selectgene_statimsigimsig_survivalplot_abundanceplot_networkplot_survival
Dependencies:clicolorspacecpp11fansifarverggplot2gluegridExtragtableHiClimRigraphisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellncdf4nlmepillarpkgconfigR6RColorBrewerrlangscalessurvivaltibbleutf8vctrsviridisLitewithr
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 |