Package: UNDO 1.49.0
Niya Wang
UNDO: Unsupervised Deconvolution of Tumor-Stromal Mixed Expressions
UNDO is an R package for unsupervised deconvolution of tumor and stromal mixed expression data. It detects marker genes and deconvolutes the mixing expression data without any prior knowledge.
Authors:
UNDO_1.49.0.tar.gz
UNDO_1.49.0.zip(r-4.5)UNDO_1.49.0.zip(r-4.4)UNDO_1.49.0.zip(r-4.3)
UNDO_1.49.0.tgz(r-4.4-any)UNDO_1.49.0.tgz(r-4.3-any)
UNDO_1.49.0.tar.gz(r-4.5-noble)UNDO_1.49.0.tar.gz(r-4.4-noble)
UNDO_1.49.0.tgz(r-4.4-emscripten)UNDO_1.49.0.tgz(r-4.3-emscripten)
UNDO.pdf |UNDO.html✨
UNDO/json (API)
NEWS
# Install 'UNDO' in R: |
install.packages('UNDO', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org')) |
- BiologicalMixMCF7HS27 - MCF7 and HS27 biologically mixed
- NumericalMixMCF7HS27 - MCF7 and HS27 numerically mixed
- NumericalMixingMatrix - Mixing matrix of data NumericalMixMCF7HS27
- PureMCF7HS27 - Pure MCF7 and HS27
On BioConductor:UNDO-1.49.0(bioc 3.21)UNDO-1.48.0(bioc 3.20)
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 23 days agofrom:0f29ad6895. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 31 2024 |
R-4.5-win | OK | Oct 31 2024 |
R-4.5-linux | OK | Oct 31 2024 |
R-4.4-win | OK | Oct 31 2024 |
R-4.4-mac | OK | Oct 31 2024 |
R-4.3-win | OK | Oct 31 2024 |
R-4.3-mac | OK | Oct 31 2024 |
Exports:calc_E1dimension_reductiongene_expression_inputmarker_gene_selectionmixing_matrix_computationtwo_source_deconv
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Implementation of UNDO (unsupervised deconvolution of tumor-stromal mixed expressions) | UNDO-package UNDO |
MCF7 and HS27 biologically mixed | BiologicalMixMCF7HS27 |
function calculating the E1 measurement | calc_E1 |
Dimension reduction function | dimension_reduction |
Detect whether the input gene expression data are valid | gene_expression_input |
Select marker genes in two sources | marker_gene_selection |
Calculate and scale the mixing matrix | mixing_matrix_computation |
mixing matrix of data NumericalMixMCF7HS27 | NumericalMixingMatrix |
MCF7 and HS27 numerically mixed | NumericalMixMCF7HS27 |
pure MCF7 and HS27 | PureMCF7HS27 |
Main function to call other subfunction to deconvolute the mixed expression data. | two_source_deconv |