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
| Maintainer | Gilbert Han <GilbertHan1011@gmail.com> |
| Author | Gilbert Han [aut, cre] (ORCID: <https://orcid.org/0009-0000-0293-2467>) |
| License | MIT + file LICENSE |
| URL | https://github.com/GilbertHan1011/linkSet, https://gilberthan1011.github.io/linkSet |
| Bug Reports | https://github.com/GilbertHan1011/linkSet/issues/new |
| Downloads rank | 102 |
| Source branch | RELEASE_3_23 |
| biocViews | Coverage, DataRepresentation, HiC, Sequencing, SingleCell, Software |
Documentation
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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