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derfinder
=========
Annotation-agnostic differential expression analysis of RNA-seq data at base-pair resolution via the DER Finder approach. This package contains two different implementations of this approach. The first one is the single base-level F-statistics implementation and the second one is via identifying expressed regions. For more information about `derfinder` check the vignettes [here](http://www.bioconductor.org/packages/derfinder).
# Further documentation
You can generate HTML reports from the results using __regionReport__
available [here](https://github.com/lcolladotor/regionReport).
# Installation instructions
Get R 3.5.x from [CRAN](http://cran.r-project.org/).
```R
## From Bioconductor
install.packages("BiocManager")
BiocManager::install('derfinder')
## Suggested:
BiocManager::install(c('derfinderPlot', 'regionReport'))
```
# Vignettes
The vignettes for this package can be viewed [here](http://lcolladotor.github.io/derfinder/) or via [Bioconductor's website](http://www.bioconductor.org/packages/derfinder).
# 'Watch' for updates
This software is in development, so we highly recommend 'watching' the
repository: Click on the top right under `Watch`. You will then receive
notifications for issues, comments, and pull requests as described
[here](https://help.github.com/articles/notifications).
You will need a GitHub account to be able to `Watch` the repository.
# Citation
Below is the citation output from using `citation('derfinder')` in R. Please
run this yourself to check for any updates on how to cite __derfinder__.
To cite package __derfinder__ in publications use:
Collado-Torres L, Nellore A, Frazee AC, Wilks C, Love MI, Langmead B, Irizarry RA, Leek JT and Jaffe AE (2016). “Flexible expressed region analysis for RNA-seq with derfinder.” _Nucl. Acids Res._. doi: 10.1093/nar/gkw852 (URL: http://doi.org/10.1093/nar/gkw852), <URL: http://nar.oxfordjournals.org/content/early/2016/09/29/nar.gkw852>.
Frazee AC, Sabunciyan S, Hansen KD, Irizarry RA and Leek JT (2014). “Differential expression analysis of RNA-seq data at
single-base resolution.” _Biostatistics_, *15 (3)*, pp. 413-426. <URL: http://dx.doi.org/10.1093/biostatistics/kxt053>, <URL:
http://biostatistics.oxfordjournals.org/content/15/3/413.long>.
A BibTeX entry for LaTeX users is
@Article{,
title = {Flexible expressed region analysis for RNA-seq with derfinder},
author = {Leonardo Collado-Torres and Abhinav Nellore and Alyssa C. Frazee and Christopher Wilks and Michael I. Love and Ben Langmead and Rafael A. Irizarry and Jeffrey T. Leek and Andrew E. Jaffe},
year = {2016},
journal = {Nucl. Acids Res.},
doi = {10.1093/nar/gkw852},
url = {http://nar.oxfordjournals.org/content/early/2016/09/29/nar.gkw852},
}
@Article{,
title = {Differential expression analysis of RNA-seq data at single-base resolution},
author = {Alyssa C. Frazee and Sarven Sabunciyan and Kasper D. Hansen and Rafael A. Irizarry and Jeffrey T. Leek},
year = {2014},
journal = {Biostatistics},
volume = {15 (3)},
pages = {413-426},
doi = {10.1093/biostatistics/kxt053},
url = {http://biostatistics.oxfordjournals.org/content/15/3/413.long},
}
# DER Finder versions
* The original implementation of the DER Finder approach as published in Frazee et al, Biostatistics 2014 is available via GitHub at [derfinder](https://github.com/leekgroup/derfinder).
* The version implementing the single base-level approach via calculating F-stastics as described in the pre-print Collado-Torres et al, bioRxiv 2015 is available via Bioconductor at [derfinder](http://bioconductor.org/packages/derfinder). The same package has the functions required for the expressed regions-level approach.
# Testing
Testing on Bioc-devel is feasible thanks to [R Travis](http://docs.travis-ci.com/user/languages/r/) as well as Bioconductor's nightly build.
