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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

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.

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
Downloads rank385
Source branchRELEASE_3_23
biocViewsAlternativeSplicing, DifferentialSplicing, ImmunoOncology, RNASeq, Sequencing, Software, TimeCourse, Transcription, mRNAMicroarray

Documentation

Download

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