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UMI4Cats

UMI4Cats: Processing, analysis and visualization of UMI-4C chromatin contact data

Bioconductor version: 3.23 · Package version: 1.22.0

UMI-4C is a technique that allows characterization of 3D chromatin interactions with a bait of interest, taking advantage of a sonication step to produce unique molecular identifiers (UMIs) that help remove duplication bias, thus allowing a better differential comparsion of chromatin interactions between conditions. This package allows processing of UMI-4C data, starting from FastQ files provided by the sequencing facility. It provides two statistical methods for detecting differential contacts and includes a visualization function to plot integrated information from a UMI-4C assay.

Installation

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

BiocManager::install("UMI4Cats")

Details

MaintainerMireia Ramos-Rodriguez <mireiarr9@gmail.com>
AuthorMireia Ramos-Rodriguez [aut, cre] (ORCID: <https://orcid.org/0000-0001-8083-2445>), Marc Subirana-Granes [aut], Lorenzo Pasquali [aut]
LicenseArtistic-2.0
URLhttps://github.com/Pasquali-lab/UMI4Cats
Bug Reportshttps://github.com/Pasquali-lab/UMI4Cats/issues
Downloads rank318
Source branchRELEASE_3_23
biocViewsAlignment, Coverage, Normalization, Preprocessing, QualityControl, Sequencing, Software, Visualization

Documentation

Download

Dependencies

Depends: R (>= 4.1.0), SummarizedExperiment

Imports: magick, cowplot, scales, GenomicRanges, ShortRead, zoo, ggplot2, reshape2, regioneR, IRanges, S4Vectors, dplyr, BSgenome, Biostrings, DESeq2, R.utils, Rsamtools, stringr, Rbowtie2, methods, GenomeInfoDb, GenomicAlignments, RColorBrewer, utils, grDevices, stats, annotate, rlang, GenomicFeatures, BiocFileCache, rappdirs, fda, BiocGenerics

Suggests: knitr, rmarkdown, BiocStyle, org.Hs.eg.db, TxDb.Hsapiens.UCSC.hg19.knownGene, BSgenome.Hsapiens.UCSC.hg19, tidyr, testthat