Package: UNDO 1.55.0

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_1.55.0.tar.gz
UNDO_1.55.0.zip(r-4.7)UNDO_1.55.0.zip(r-4.6)UNDO_1.55.0.zip(r-4.5)
UNDO_1.55.0.tgz(r-4.6-any)UNDO_1.55.0.tgz(r-4.5-any)
UNDO_1.55.0.tar.gz(r-4.7-any)UNDO_1.55.0.tar.gz(r-4.6-any)
UNDO_1.55.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
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
- NumericalMixingMatrix - Mixing matrix of data NumericalMixMCF7HS27
- NumericalMixMCF7HS27 - MCF7 and HS27 numerically mixed
- PureMCF7HS27 - Pure MCF7 and HS27
On BioConductor:UNDO-1.55.0(bioc 3.24)UNDO-1.54.0(bioc 3.23)
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:69dc913419. Checks:1 ERROR, 9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| bioc-checks | ERROR | 124 | ||
| linux-devel-x86_64 | OK | 176 | ||
| source / vignettes | OK | 136 | ||
| linux-release-x86_64 | OK | 132 | ||
| macos-release-arm64 | OK | 111 | ||
| macos-oldrel-arm64 | OK | 101 | ||
| windows-devel | OK | 83 | ||
| windows-release | OK | 92 | ||
| windows-oldrel | OK | 87 | ||
| wasm-release | OK | 102 |
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 |