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omicplotR

Visual Exploration of Omic Datasets Using a Shiny App

Bioconductor version: 3.23 · Package version: 1.32.0

A Shiny app for visual exploration of omic datasets as compositions, and differential abundance analysis using ALDEx2. Useful for exploring RNA-seq, meta-RNA-seq, 16s rRNA gene sequencing with visualizations such as principal component analysis biplots (coloured using metadata for visualizing each variable), dendrograms and stacked bar plots, and effect plots (ALDEx2). Input is a table of counts and metadata file (if metadata exists), with options to filter data by count or by metadata to remove low counts, or to visualize select samples according to selected metadata.

Installation

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

BiocManager::install("omicplotR")

Details

MaintainerDaniel Giguere <dgiguer@uwo.ca>
AuthorDaniel Giguere [aut, cre], Jean Macklaim [aut], Greg Gloor [aut]
LicenseMIT + file LICENSE
Downloads rank236
Source branchRELEASE_3_23
biocViewsBayesian, DNASeq, DifferentialExpression, GUI, GeneExpression, ImmunoOncology, Metagenomics, Microbiome, RNASeq, Sequencing, Software, Transcriptomics, Visualization

Documentation

Download

Dependencies

Depends: R (>= 3.6), ALDEx2 (>= 1.18.0)

Imports: compositions, DT, grDevices, knitr, jsonlite, matrixStats, rmarkdown, shiny, stats, vegan, zCompositions