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linkSet

Base Classes for Storing Genomic Link Data

Bioconductor version: 3.23 · Package version: 1.2.0

Provides a comprehensive framework for representing, analyzing, and visualizing genomic interactions, particularly focusing on gene-enhancer relationships. The package extends the GenomicRanges infrastructure to handle paired genomic regions with specialized methods for chromatin interaction data from Hi-C, Promoter Capture Hi-C (PCHi-C), and single-cell ATAC-seq experiments. Key features include conversion from common interaction formats, annotation of promoters and enhancers, distance-based analyses, interaction strength metrics, statistical modeling using CHiCANE methodology, and tailored visualization tools. The package aims to standardize the representation of genomic interaction data while providing domain-specific functions not available in general genomic interaction packages.

Installation

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

BiocManager::install("linkSet")

Details

MaintainerGilbert Han <GilbertHan1011@gmail.com>
AuthorGilbert Han [aut, cre] (ORCID: <https://orcid.org/0009-0000-0293-2467>)
LicenseMIT + file LICENSE
URLhttps://github.com/GilbertHan1011/linkSet, https://gilberthan1011.github.io/linkSet
Bug Reportshttps://github.com/GilbertHan1011/linkSet/issues/new
Downloads rank102
Source branchRELEASE_3_23
biocViewsCoverage, DataRepresentation, HiC, Sequencing, SingleCell, Software

Documentation

Download

Dependencies

Depends: GenomicRanges, S4Vectors, R (>= 4.5.0)

Imports: methods, IRanges, GenomeInfoDb, BiocGenerics, Organism.dplyr, InteractionSet, ggplot2, patchwork, scales, foreach, iterators, stats, rlang, MASS, data.table, DBI, doParallel, AnnotationDbi

Suggests: knitr, rmarkdown, testthat, TxDb.Mmusculus.UCSC.mm10.knownGene, TxDb.Hsapiens.UCSC.hg38.knownGene, TxDb.Hsapiens.UCSC.hg19.knownGene, org.Mm.eg.db, org.Hs.eg.db, GenomicFeatures, GenomicInteractions, gamlss, gamlss.tr, BiocStyle, rtracklayer