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Showing content from http://www.bioconductor.org/packages/devel/bioc/html/../../bioc/html/../../bioc/html/proActiv.html below:

Bioconductor - proActiv (development version)

proActiv

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

Estimate Promoter Activity from RNA-Seq data

Bioconductor version: Development (3.22)

Most human genes have multiple promoters that control the expression of different isoforms. The use of these alternative promoters enables the regulation of isoform expression pre-transcriptionally. Alternative promoters have been found to be important in a wide number of cell types and diseases. proActiv is an R package that enables the analysis of promoters from RNA-seq data. proActiv uses aligned reads as input, and generates counts and normalized promoter activity estimates for each annotated promoter. In particular, proActiv accepts junction files from TopHat2 or STAR or BAM files as inputs. These estimates can then be used to identify which promoter is active, which promoter is inactive, and which promoters change their activity across conditions. proActiv also allows visualization of promoter activity across conditions.

Author: Deniz Demircioglu [aut] ORCID: 0000-0001-7857-0407 , Jonathan Göke [aut], Joseph Lee [cre]

Maintainer: Joseph Lee <joseph.lee at u.nus.edu>

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

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("proActiv")
Identifying Active and Alternative Promoters from RNA-Seq data with proActiv HTML R Script Reference Manual PDF NEWS Text LICENSE Text Details biocViews AlternativeSplicing, DifferentialSplicing, Epigenetics, FunctionalGenomics, GeneExpression, GeneRegulation, Preprocessing, RNASeq, Software, Transcription, Transcriptomics Version 1.19.0 In Bioconductor since BioC 3.12 (R-4.0) (4.5 years) License MIT + file LICENSE Depends R (>= 4.0.0) Imports AnnotationDbi, BiocParallel, data.table, dplyr, DESeq2, IRanges, GenomicRanges, GenomicFeatures, GenomicAlignments, GenomeInfoDb, ggplot2, gplots, graphics, methods, rlang, scales, S4Vectors, SummarizedExperiment, stats, tibble, txdbmaker System Requirements URL https://github.com/GoekeLab/proActiv See More Package Archives

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


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