DuplexDiscovereR

This is the released version of DuplexDiscovereR; for the devel version, see DuplexDiscovereR.

Analysis of the data from RNA duplex probing experiments


Bioconductor version: Release (3.20)

DuplexDiscovereR is a package designed for analyzing data from RNA cross-linking and proximity ligation protocols such as SPLASH, PARIS, LIGR-seq, and others. DuplexDiscovereR accepts input in the form of chimerically or split-aligned reads. It includes procedures for alignment classification, filtering, and efficient clustering of individual chimeric reads into duplex groups (DGs). Once DGs are identified, the package predicts RNA duplex formation and their hybridization energies. Additional metrics, such as p-values for random ligation hypothesis or mean DG alignment scores, can be calculated to rank final set of RNA duplexes. Data from multiple experiments or replicates can be processed separately and further compared to check the reproducibility of the experimental method.

Author: Egor Semenchenko [aut, cre, cph] , Volodymyr Tsybulskyi [ctb] , Irmtraud M. Meyer [aut, cph]

Maintainer: Egor Semenchenko <yegor.smb at gmail.com>

Citation (from within R, enter citation("DuplexDiscovereR")):

Installation

To install this package, start R (version "4.4") and enter:


if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("DuplexDiscovereR")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("DuplexDiscovereR")
DuplexDiscovereR tutorial HTML R Script
Reference Manual PDF
NEWS Text

Details

biocViews Clustering, Sequencing, Software, SplicedAlignment, StructuralPrediction, Transcriptomics
Version 1.0.0
In Bioconductor since BioC 3.20 (R-4.4) (< 6 months)
License GPL-3
Depends R (>= 4.4), InteractionSet
Imports Gviz, Biostrings, rtracklayer, GenomicAlignments, GenomicRanges, ggsci, igraph, rlang, scales, stringr, dplyr, tibble, tidyr, purrr, methods, grDevices, stats, utils
System Requirements
URL https://github.com/Egors01/DuplexDiscovereR/
Bug Reports https://github.com/Egors01/DuplexDiscovereR/issues/
See More
Suggests knitr, UpSetR, BiocStyle, rmarkdown, testthat (>= 3.0.0)
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Package Archives

Follow Installation instructions to use this package in your R session.

Source Package DuplexDiscovereR_1.0.0.tar.gz
Windows Binary (x86_64) DuplexDiscovereR_1.0.0.zip
macOS Binary (x86_64) DuplexDiscovereR_1.0.0.tgz
macOS Binary (arm64) DuplexDiscovereR_1.0.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/DuplexDiscovereR
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/DuplexDiscovereR
Bioc Package Browser https://code.bioconductor.org/browse/DuplexDiscovereR/
Package Short Url https://bioconductor.org/packages/DuplexDiscovereR/
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