ChIPanalyser

DOI: 10.18129/B9.bioc.ChIPanalyser    

ChIPanalyser: Predicting Transcription Factor Binding Sites

Bioconductor version: Release (3.15)

Based on a statistical thermodynamic framework, ChIPanalyser tries to produce ChIP-seq like profile. The model relies on four consideration: TF binding sites can be scored using a Position weight Matrix, DNA accessibility plays a role in Transcription Factor binding, binding profiles are dependant on the number of transcription factors bound to DNA and finally binding energy (another way of describing PWM's) or binding specificity should be modulated (hence the introduction of a binding specificity modulator). The end result of ChIPanalyser is to produce profiles simulating real ChIP-seq profile and provide accuracy measurements of these predicted profiles after being compared to real ChIP-seq data. The ultimate goal is to produce ChIP-seq like profiles predicting ChIP-seq like profile to circumvent the need to produce costly ChIP-seq experiments.

Author: Patrick C.N.Martin & Nicolae Radu Zabet

Maintainer: Patrick C.N. Martin <pm16057 at essex.ac.uk>

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

Installation

To install this package, start R (version "4.2") and enter:

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

BiocManager::install("ChIPanalyser")

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("ChIPanalyser")

 

PDF R Script ChIPanalyser User's Guide
PDF   Reference Manual
Text   NEWS

Details

biocViews Alignment, BiologicalQuestion, ChIPSeq, ChipOnChip, Coverage, DataImport, PeakDetection, SequenceMatching, Sequencing, Software, Transcription, WorkflowStep
Version 1.18.0
In Bioconductor since BioC 3.6 (R-3.4) (5 years)
License GPL-3
Depends R (>= 3.5.0), GenomicRanges, Biostrings, BSgenome, RcppRoll, parallel
Imports methods, IRanges, S4Vectors, grDevices, graphics, stats, utils, rtracklayer, ROCR, BiocManager, GenomeInfoDb
LinkingTo
Suggests BSgenome.Dmelanogaster.UCSC.dm3, knitr, RUnit, BiocGenerics
SystemRequirements
Enhances
URL
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report  

Package Archives

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

Source Package ChIPanalyser_1.18.0.tar.gz
Windows Binary ChIPanalyser_1.18.0.zip
macOS Binary (x86_64) ChIPanalyser_1.18.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/ChIPanalyser
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/ChIPanalyser
Package Short Url https://bioconductor.org/packages/ChIPanalyser/
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