Bioc2026 Registration Open!

CleanUpRNAseq

Detect and Correct Genomic DNA Contamination in RNA-seq Data

Bioconductor version: 3.23 · Package version: 1.6.0

RNA-seq data generated by some library preparation methods, such as rRNA-depletion-based method and the SMART-seq method, might be contaminated by genomic DNA (gDNA), if DNase I disgestion is not performed properly during RNA preparation. CleanUpRNAseq is developed to check if RNA-seq data is suffered from gDNA contamination. If so, it can perform correction for gDNA contamination and reduce false discovery rate of differentially expressed genes.

Installation

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

BiocManager::install("CleanUpRNAseq")

Details

MaintainerHaibo Liu <haibo.liu@umassmed.edu>
AuthorHaibo Liu [aut, cre] (ORCID: <https://orcid.org/0000-0002-4213-2883>), Kevin O'Connor [ctb], Michelle Kelliher [ctb], Lihua Julie Zhu [aut], Kai Hu [aut]
LicenseGPL-3
Bug Reportshttps://github.com/haibol2016/CleanUpRNAseq/issues
Downloads rank209
Source branchRELEASE_3_23
biocViewsGeneExpression, QualityControl, Sequencing, Software

Documentation

Download

Dependencies

Depends: R (>= 4.4.0)

Imports: AnnotationFilter, BiocGenerics, Biostrings, BSgenome, DESeq2, edgeR, ensembldb, Seqinfo, GenomicRanges, ggplot2, ggrepel, graphics, grDevices, KernSmooth, limma, methods, pheatmap, qsmooth, R6, RColorBrewer, Rsamtools, Rsubread, reshape2, SummarizedExperiment, stats, tximport, utils

Suggests: BiocStyle, BSgenome.Hsapiens.UCSC.hg38, EnsDb.Hsapiens.v86, ggplotify, knitr, patchwork, R.utils, rmarkdown, testthat (>= 3.0.0)