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Bioconductor - DuplexDiscovereR (development version)

DuplexDiscovereR

This is the development version of DuplexDiscovereR; for the stable release version, see DuplexDiscovereR.

Analysis of the data from RNA duplex probing experiments

Bioconductor version: Development (3.22)

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] ORCID: 0009-0007-5306-076X , Volodymyr Tsybulskyi [ctb] ORCID: 0009-0002-4141-6291 , Irmtraud M. Meyer [aut, cph] ORCID: 0000-0002-4048-3479

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

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

To install this package, start R (version "4.5") and enter:


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

# The following initializes usage of Bioc devel
BiocManager::install(version='devel')

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")
Details biocViews Clustering, Sequencing, Software, SplicedAlignment, StructuralPrediction, Transcriptomics Version 1.3.1 In Bioconductor since BioC 3.20 (R-4.4) (0.5 years) 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 Package Archives

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


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