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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.
Version: | 1.0.0 |
Depends: | R (≥ 4.0.0) |
Imports: | future.apply (≥ 1.8.1), nnls (≥ 1.4), ggplot2 (≥ 3.3.5), dplyr (≥ 1.0.7), RColorBrewer (≥ 1.1-2), tidyr (≥ 1.1.3), matrixStats (≥ 0.60.0), aod (≥ 1.3.1), stats, utils, future, grDevices |
Suggests: | testthat (≥ 3.0.0), knitr, rmarkdown |
Published: | 2025-10-21 |
DOI: | 10.32614/CRAN.package.FracFixR (may not be active yet) |
Author: | Alice Cleynen |
Maintainer: | Alice Cleynen <alice.cleynen at cnrs.fr> |
License: | CC BY 4.0 |
NeedsCompilation: | no |
Materials: | NEWS |
CRAN checks: | FracFixR results |
Reference manual: | FracFixR.html , FracFixR.pdf |
Vignettes: |
Introduction to FracFixR (source, R code) |
Package source: | FracFixR_1.0.0.tar.gz |
Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
macOS binaries: | r-release (arm64): FracFixR_1.0.0.tgz, r-oldrel (arm64): FracFixR_1.0.0.tgz, r-release (x86_64): FracFixR_1.0.0.tgz, r-oldrel (x86_64): FracFixR_1.0.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.