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.
Package details |
|
|---|---|
| Author | Alice Cleynen [aut, cre] (ORCID: <https://orcid.org/0000-0001-8083-0204>), Agin Ravindran [aut], Nikolay Shirokikh [aut] (ORCID: <https://orcid.org/0000-0001-8249-358X>) |
| Maintainer | Alice Cleynen <alice.cleynen@cnrs.fr> |
| License | CC BY 4.0 |
| Version | 1.1.0 |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
|
Any scripts or data that you put into this service are public.
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.