Package: FracFixR 1.1.0

Alice Cleynen
FracFixR: Compositional Statistical Framework for RNA Fractionation Analysis
A compositional statistical framework for absolute proportion estimation between fractions in RNA sequencing data. 'FracFixR' addresses the fundamental challenge in fractionated RNA-seq experiments where library preparation and sequencing depth obscure the original proportions of RNA fractions. It reconstructs original fraction proportions using non-negative linear regression, estimates the "lost" unrecoverable fraction, corrects individual transcript frequencies, and performs differential proportion testing between conditions. Supports any RNA fractionation protocol including polysome profiling, sub-cellular localization, and RNA-protein complex isolation.
Authors:
FracFixR_1.1.0.tar.gz
FracFixR_1.1.0.tar.gz(r-4.7-any)FracFixR_1.1.0.tar.gz(r-4.6-any)
FracFixR_1.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
FracFixR/json (API)
| # Install 'FracFixR' in R: |
| install.packages('FracFixR', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- example_annotation - Example annotation data frame
- example_counts - Example RNA-seq count matrix
- polysome_annotation - Polysome profiling annotation example
- subcellular_annotation - Subcellular fractionation annotation example
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:d77c96c636. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 156 | ||
| source / vignettes | OK | 178 | ||
| linux-release-x86_64 | OK | 147 | ||
| wasm-release | OK | 150 |
Exports:DiffPropTestFracFixRget_corrected_countsPlotComparisonPlotFractions
Dependencies:aodclicodetoolscpp11digestdplyrfarverfuturefuture.applygenericsggplot2globalsgluegtableisobandlabelinglifecyclelistenvmagrittrmatrixStatsnnlsparallellypillarpkgconfigpurrrR6RColorBrewerrlangS7scalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| DiffPropTest: Statistical Testing for Differential Proportions | DiffPropTest |
| Example annotation data frame | example_annotation |
| Example RNA-seq count matrix | example_counts |
| FracFixR: Main Function for Fraction Correction | FracFixR |
| get_corrected_counts: Retrieve the Corrected Count Matrix | get_corrected_counts |
| PlotComparison: Create Volcano Plot for Differential Results | PlotComparison |
| PlotFractions: Visualize Fraction Proportions | PlotFractions |
| Polysome profiling annotation example | polysome_annotation |
| Subcellular fractionation annotation example | subcellular_annotation |