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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

MaintainerJianhong Ou <jou@morgridge.org>; Lihua Julie Zhu <Julie.Zhu@umassmed.edu>
AuthorSarah Sheppard, Haibo Liu, Jianhong Ou, Nathan Lawson, Lihua Julie Zhu
LicenseGPL-2
Downloads rank471
Source branchRELEASE_3_23
biocViews3' 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