Package: anota2seq
Version: 1.28.0
Title: Generally applicable transcriptome-wide analysis of
        translational efficiency using anota2seq
Author: Christian Oertlin <christian.oertlin@ki.se>, Julie Lorent <julie.lorent@ki.se>, Ola Larsson <ola.larsson@ki.se>
Maintainer: Christian Oertlin <christian.oertlin@ki.se>, Ola Larsson <ola.larsson@ki.se>
Description: anota2seq provides analysis of translational efficiency and differential expression analysis for  polysome-profiling and ribosome-profiling studies (two or more sample classes) quantified by RNA sequencing or DNA-microarray. Polysome-profiling and ribosome-profiling typically generate data for two RNA sources; translated mRNA and total mRNA. Analysis of differential expression is used to estimate changes within each RNA source (i.e. translated mRNA or total mRNA). Analysis of translational efficiency aims to identify changes in translation efficiency leading to altered protein levels that are independent of total mRNA levels (i.e. changes in translated mRNA that are independent of levels of total mRNA) or buffering, a mechanism regulating translational efficiency so that protein levels remain constant despite fluctuating total mRNA levels (i.e. changes in total mRNA that are independent of levels of translated mRNA). anota2seq applies analysis of partial variance and the random variance model to fulfill these tasks.
Depends: R (>= 3.4.0), methods
License: GPL-3
LazyData: yes
LazyLoad: yes
Imports: multtest,qvalue,limma,DESeq2,edgeR,RColorBrewer, grDevices,
        graphics, stats, utils, SummarizedExperiment
biocViews: ImmunoOncology, GeneExpression, DifferentialExpression,
        Microarray,GenomeWideAssociation, BatchEffect, Normalization,
        RNASeq, Sequencing, GeneRegulation, Regression
NeedsCompilation: no
Packaged: 2024-10-29 23:17:48 UTC; biocbuild
Suggests: BiocStyle,knitr
VignetteBuilder: knitr
git_url: https://git.bioconductor.org/packages/anota2seq
git_branch: RELEASE_3_20
git_last_commit: 45d253c
git_last_commit_date: 2024-10-29
Repository: Bioconductor 3.20
Date/Publication: 2024-10-29
Built: R 4.4.1; ; 2024-10-30 11:01:48 UTC; unix
