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MMUPHin

Meta-analysis Methods with Uniform Pipeline for Heterogeneity in Microbiome Studies

Bioconductor version: 3.24 · Package version: 2.1.0

MMUPHin is an R package for meta-analysis tasks of microbiome cohorts. It has function interfaces for: a) covariate-controlled batch- and cohort effect adjustment, b) meta-analysis differential abundance testing, c) meta-analysis unsupervised discrete structure (clustering) discovery, and d) meta-analysis unsupervised continuous structure discovery.

Installation

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

BiocManager::install("MMUPHin")

Details

MaintainerSiyuan MA <syma.research@gmail.com>
AuthorSiyuan Ma
LicenseMIT + file LICENSE
System Requirementsglpk (>= 4.57)
Downloads rank531
Source branchdevel
biocViewsBatchEffect, Metagenomics, Microbiome, Software

Documentation

Download

Follow the installation instructions to use this package in your R session.

Source packageMMUPHin_2.1.0.tar.gz
Windows binary (x86_64)MMUPHin_2.1.0.zip
macOS binary (arm64)MMUPHin_2.1.0.tgz
macOS binary (x86_64)MMUPHin_2.1.0.tgz
Dependencies

Depends: R (>= 3.6)

Imports: maaslin3, metafor, fpc, igraph, ggplot2, dplyr, tidyr, stringr, cowplot, utils, stats, grDevices

Suggests: testthat, BiocStyle, knitr, rmarkdown, magrittr, vegan, phyloseq, curatedMetagenomicData, genefilter