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DuplexDiscovereR

Analysis of the data from RNA duplex probing experiments

Bioconductor version: 3.23 · Package version: 1.6.0

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.

Installation

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

BiocManager::install("DuplexDiscovereR")

Details

MaintainerEgor Semenchenko <yegor.smb@gmail.com>
AuthorEgor Semenchenko [aut, cre, cph] (ORCID: <https://orcid.org/0009-0007-5306-076X>), Volodymyr Tsybulskyi [ctb] (ORCID: <https://orcid.org/0009-0002-4141-6291>), Irmtraud M. Meyer [aut, cph] (ORCID: <https://orcid.org/0000-0002-4048-3479>)
LicenseGPL-3
URLhttps://github.com/Egors01/DuplexDiscovereR/
Bug Reportshttps://github.com/Egors01/DuplexDiscovereR/issues/
Downloads rank165
Source branchRELEASE_3_23
biocViewsClustering, Sequencing, Software, SplicedAlignment, StructuralPrediction, Transcriptomics

Documentation

Download

Dependencies

Depends: R (>= 4.5), InteractionSet

Imports: Gviz, Biostrings, rtracklayer, GenomicAlignments, GenomicRanges, GenomeInfoDb, ggsci, igraph, rlang, scales, stringr, dplyr, tibble, tidyr, purrr, methods, grDevices, stats, utils, vctrs

Suggests: knitr, UpSetR, BiocStyle, rmarkdown, testthat (>= 3.0.0)