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
| Maintainer | Haibo Liu <haibo.liu@umassmed.edu> |
| Author | Haibo 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] |
| License | GPL-3 |
| Bug Reports | https://github.com/haibol2016/CleanUpRNAseq/issues |
| Downloads rank | 209 |
| Source branch | RELEASE_3_23 |
| biocViews | GeneExpression, QualityControl, Sequencing, Software |
Documentation
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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)