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SEMPLR

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

All versions 3.24 (devel), 3.23 (release)

SNP Effect Matrix Pipeline in R


Bioconductor version: Development (3.24)

SEMPLR computes transcription factor binding affinity scores for genomic positions and genetic variants. Scores are computed from SNP Effect Matrices (SEMs) produced by SEMpl. 223 pre-computed SEMs are included with the package or custom sets can be provided. Enrichment can be tested among sets of genomic positions to determine if transcription factor binding events occur more often than expected. Comparing binding affinity scores between alleles can reveal differences in transcription factor binding with genetic variation. This package also includes several visualization functions to view scores both on the motif and variant/position level.

Author: Grace Kenney [aut, cre] ORCID iD ORCID: 0009-0009-6308-3150 , Douglas Phanstiel [aut], NIH NIGMS [fnd], NSF GRFP [fnd]

Maintainer: Grace Kenney <kenney.grace6 at gmail.com>

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

Grace Kenney, Douglas Phanstiel. SEMPLR: SNP Effect Matrix Pipeline in R. doi:10.18129/B9.bioc.SEMPLR, R package version 1.1.2, https://bioconductor.org/packages/SEMPLR.

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

Installation

To install this package, start R (version "4.6") and enter:

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

## The following initializes the development version of Bioconductor
BiocManager::install(version = "devel")

BiocManager::install("SEMPLR")

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("SEMPLR")
SEMPLR Vignette HTML R Script
Reference ManualPDF
NEWSText
LICENSEText

Details

biocViews GenomicVariation, MotifAnnotation, SNP, Software, Transcription
Version1.1.2
In Bioconductor sinceBioC 3.23 (R-4.6) (< 6 months)
License MIT + file LICENSE
Depends R (>= 4.1.0)
Imports BiocGenerics, Biostrings, GenomeInfoDb, AnnotationDbi, ggplot2, ggrepel, VariantAnnotation, GenomicRanges, GenomicFeatures, data.table, methods, scales, S4Vectors, stats, rlang, stringi, universalmotif, Rcpp, ggtree
System Requirements
URLhttps://github.com/grkenney/SEMPLR https://grkenney.github.io/SEMPLR
Bug Reportshttps://www.github.com/grkenney/SEMPLR/issues
See More
Suggests knitr, rmarkdown, BiocStyle, devtools, testthat (>= 3.0.0), IRanges, BSgenome.Hsapiens.UCSC.hg38, BSgenome.Hsapiens.UCSC.hg19, TxDb.Hsapiens.UCSC.hg38.knownGene, org.Hs.eg.db
Linking To Rcpp
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Build Report Build Report, r-universe

Package Archives

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

Source Package SEMPLR_1.1.2.tar.gz
Windows Binary (x86_64) SEMPLR_1.1.2.zip
macOS Binary (big-sur-x86_64) SEMPLR_1.1.2.tgz
macOS Binary (sonoma-arm64) SEMPLR_1.1.2.tgz
Source Repositorygit clone https://git.bioconductor.org/packages/SEMPLR
Source Repository (Developer Access)git clone git@git.bioconductor.org:packages/SEMPLR
Package Short Url https://bioconductor.org/packages/SEMPLR/
Package Downloads ReportDownload Stats