cleanUpdTSeq
cleanUpdTSeq cleans up artifacts from polyadenylation sites from oligo(dT)-mediated 3' end RNA sequending data
Bioconductor version: 3.23 · Package version: 1.50.0
This package implements a Naive Bayes classifier for accurately differentiating true polyadenylation sites (pA sites) from oligo(dT)-mediated 3' end sequencing such as PAS-Seq, PolyA-Seq and RNA-Seq by filtering out false polyadenylation sites, mainly due to oligo(dT)-mediated internal priming during reverse transcription. The classifer is highly accurate and outperforms other heuristic methods.
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("cleanUpdTSeq") Details
| Maintainer | Jianhong Ou <jou@morgridge.org>; Lihua Julie Zhu <Julie.Zhu@umassmed.edu> |
| Author | Sarah Sheppard, Haibo Liu, Jianhong Ou, Nathan Lawson, Lihua Julie Zhu |
| License | GPL-2 |
| Downloads rank | 471 |
| Source branch | RELEASE_3_23 |
| biocViews | 3' end sequencing, Sequencing, Software, internal priming, polyadenylation site |
Documentation
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Dependencies
Depends: R (>= 3.5.0), BSgenome.Drerio.UCSC.danRer7, methods
Imports: BSgenome, GenomicRanges, seqinr, e1071, Biostrings, Seqinfo, IRanges, utils, stringr, stats, S4Vectors
Suggests: BiocStyle, rmarkdown, knitr, RUnit, BiocGenerics (>= 0.1.0)
Reverse dependencies
Imports Me (1): InPAS