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EventPointer

An effective identification of alternative splicing events using junction arrays and RNA-Seq data

Bioconductor version: 3.23 · Package version: 3.20.0

Other Bioconductor versions

devel is the development version; release is the current stable one.

3.24 (devel), 3.23 (release)

EventPointer is an R package to identify alternative splicing events that involve either simple (case-control experiment) or complex experimental designs such as time course experiments and studies including paired-samples. The algorithm can be used to analyze data from either junction arrays (Affymetrix Arrays) or sequencing data (RNA-Seq). In the latter, EventPointer can work with annotated splicing events or can build a splicing graph from the RNA-Seq reads and then identify new and specific alternative splicing events. The software returns a data.frame with the detected alternative splicing events: gene name, type of event (cassette, alternative 3',...,etc), genomic position, statistical significance and increment of the percent spliced in (Delta PSI) for all the events. The algorithm can generate a series of files to visualize the detected alternative splicing events in IGV. This eases the interpretation of results and the design of primers for standard PCR validation.

DOI: 10.18129/B9.bioc.EventPointer

Installation

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

BiocManager::install("EventPointer")

Details

MaintainerJuan A. Ferrer-Bonsoms <jafhernandez@tecnun.es>
AuthorJuan Pablo Romero [aut], Juan A. Ferrer-Bonsoms [aut, cre], Pablo Sacristan [aut], Ander Muniategui [aut], Fernando Carazo [aut], Ander Aramburu [aut], Angel Rubio [aut]
LicenseArtistic-2.0
Bug Reportshttps://github.com/jpromeror/EventPointer/issues
Source branchRELEASE_3_23
Build report Bioconductor build system, r-universe
biocViewsAlternativeSplicing, DifferentialSplicing, ImmunoOncology, RNASeq, Sequencing, Software, TimeCourse, Transcription, mRNAMicroarray
Package Short Url https://bioconductor.org/packages/EventPointer/

Citation

From within R, enter citation("EventPointer"):

Juan Pablo Romero, Juan A. Ferrer-Bonsoms, Pablo Sacristan, Ander Muniategui, Fernando Carazo, Ander Aramburu, Angel Rubio. EventPointer: An effective identification of alternative splicing events using junction arrays and RNA-Seq data. doi:10.18129/B9.bioc.EventPointer, R package version 3.20.0, https://bioconductor.org/packages/EventPointer.

Generated from the package metadata; it may differ from the package's own citation.

Documentation

Download

Follow the installation instructions to use this package in your R session.

Source packageEventPointer_3.20.0.tar.gz
Windows binary (x86_64)EventPointer_3.20.0.zip
macOS binary (arm64)EventPointer_3.20.0.tgz
macOS binary (x86_64)EventPointer_3.20.0.tgz
Dependencies

Depends: R (>= 3.5.0), SGSeq, Matrix, SummarizedExperiment

Imports: txdbmaker, stringr, GenomeInfoDb, igraph, MASS, nnls, limma, matrixStats, RBGL, prodlim, graph, methods, utils, stats, doParallel, foreach, affxparser, GenomicRanges, GenomicAlignments, Rsamtools, S4Vectors, IRanges, qvalue, cobs, rhdf5, BSgenome, Biostrings, glmnet, abind, aroma.light, iterators, lpSolve, poibin, speedglm, tximport, fgsea

Suggests: knitr, rmarkdown, BiocStyle, RUnit, BiocGenerics, dplyr, kableExtra